Zootaxa 3701 (5): 518–550 ISSN 1175-5326 (print edition)
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Copyright © 2013 Magnolia Press
Article ZOOTAXA
ISSN 1175-5334 (online edition)
http://dx.doi.org/10.11646/zootaxa.3701.5.2
http://zoobank.org/urn:lsid:zoobank.org:pub:44F12E00-E270-41B0-ADE9-4FF774C975C3
A molecular phylogeny of African Dainty Frogs, with the description of four new
species (Anura: Pyxicephalidae: Cacosternum)
ALAN CHANNING1,4 , ANDREAS SCHMITZ2, MARIUS BURGER1 & JOS KIELGAST3
1
Biodiversity and Conservation Biology Department, University of the Western Cape, Private Bag X17, Bellville, 7535, South Africa
2
Department of Herpetology & Ichthyology, Natural History Museum of Geneva, 1 route de Malagnou, CH - 1208 Geneva,
Switzerland
3
Zoological Museum, Universitetsparken 15, DK-2100 København, Denmark
4
Corresponding author. E-mail: achanning@uwc.ac.za
Abstract
We examined specimens from all eleven described species of African Dainty Frogs, Cacosternum. Advertisement calls,
16S and tyr sequences were obtained from voucher specimens of all known species plus undescribed taxa. A phylogenetic
analysis indicated that there were 15 species. We describe four new species from South Africa that can be diagnosed by
their advertisement calls: Cacosternum aggestum sp. nov. from the interior of the south-western Cape, the large C. nano-
gularum sp. nov. from KwaZulu-Natal, C. australis sp. nov. from the Western Cape Province and C. rhythmum sp. nov.
from the KwaZulu-Natal midlands. Cacosternum schebeni is confirmed as a junior synonym of C. boettgeri, and we agree
that C. poyntoni is a junior synonym of C. nanum. The populations of dainty frogs on the Ethiopian highlands remain to
be investigated. Shared tyr haplotypes occur between species that are not necessarily closely related, but always sympatric,
at least in the recent past. This is evidence for hybridisation that requires further investigation. A provisional identification
key to the species is provided.
Key words: Anura, Pyxicephalidae, Cacosternum, new species, advertisement call, phylogeny
Introduction
Dainty frogs in the genus Cacosternum are found from Ethiopia to South Africa and are presently assigned to 11
species (Frost 2013). Although there are exceptions, the genus consists mostly of cryptic, highly polychromatic
species, with green and brown dorsal colouring being a common feature. Most species have small ranges, although
"Cacosternum boettgeri" which was until recently considered to have an Africa-wide distribution, is now known to
consist of many cryptic forms (Poynton et al. 2004, Channing et al. 2005, Channing & Schmitz 2009).
This study derives from fieldwork associated with the Southern African Frog Atlas Project, additional South
African projects and during visits to the Democratic Republic of Congo, Kenya and Tanzania. Here we consider the
molecular, morphological and vocal differences between populations, and use these data to delimit the known
species, and recognise four new species. Detailed distributions of the known southern African species are available
in Minter et al. (2004).
Material and methods
Sampling. Tissues were obtained from museums, or from field-collected specimens. An attempt was made to
sample widely across the distribution range of the genus, with two or more samples from each locality where
possible. Frogs were located by their vocalisations, and by searching along small streams and around ponds.
Voucher material, GenBank numbers and locality details are presented in Appendix 1.
518 Accepted by M. Vences: 18 Jul. 2013; published: 22 Aug. 2013
Voucher specimens referred to in this paper are housed in the Natural History Museum of Geneva, Switzerland
(MHNG); National Museum, Bloemfontein, South Africa (NMB); and National Museums of Kenya, Nairobi
(NMK).
DNA sequences. Specimens were euthanized in MS222, and toe clips or a piece of thigh muscle was preserved
in absolute ethanol. DNA was extracted using Qi-Amp tissue extraction kits (Qiagen) and the peqGold Tissue
DNA Mini Kit (PEQLAB Biotechnologie GmbH) or High Pure PCR Template Preparation kits (Roche) following
the manufacturers' protocols. Alternatively tissues were digested using standard Proteinase-K protocol, and DNA
was extracted using phenol-chloroform (Hillis et al. 1996). A 550 bp fragment of the mt 16S gene was amplified
using the primers 16sar-L and 16sbr-H of Palumbi et al. (1991). Amplification of 25 µl or 50 µl PCR reactions
follow the protocol: initial denaturation at 94°C for 90 s, 30 cycles of denaturation at 94°C for 45 s, annealing at
54°C for 30 s, extension at 72°C for 60 s, followed by a final extension at 72°C for 420 s. Furthermore, we used the
primers 16SaR-F and 16SbR-R of Simon et al. (1994), as modified by Bossuyt & Milinkovitch (2000) annealing at
51°C. The nuclear tyrosinase exon 1 Tyr was amplified using the primers TyrC-F and TyrG-R (Bossuyt &
Milinkovitch 2000), annealing at 56°C. Primer sequences are shown in Table 1. PCR products were purified using
Qiaquick purification kits (Qiagen).
TABLE 1. Primer sequences used in this study.
Name and source Sequence (5' to 3')
16SaR-F (Bossuyt & Milinkovitch 2000) CGCCTGTTTAYCAAAAACAT
16SbR-R (Bossuyt & Milinkovitch 2000) CCGGTYTGAACTCAGATCAYGT
16sar-L (Palumbi et al. 1991) CGCCTGTTTATCAAAAACAT
16sbr-H (Palumbi et al. 1991) CCGGTCTGAACTCAGATCACGT
TyrC-F (Bossuyt & Milinkovitch 2000) GGCAGAGGAWCRTGCCAAGATGT
TyrG-R (Bossuyt & Milinkovitch 2000) TGCTGGCRTCTCTCCARTCCCA
Sequencing reactions and electrophoresis were carried out by the University of Stellenbosch Central Analytical
Facility or in the labs of the MHNG, Geneva. Forward and reverse strands were sequenced for all samples. Both
sequences were checked against the chromatograms, trimmed, and combined into a single contig for each fragment
using Sequencher 5.1 (GeneCodes Corporation) or BioEdit (Hall 1999). Sequences were checked using BLAST to
confirm their placement in the ingroup (http://blast.ncbi.nlm.nih.gov/). All new sequences were deposited in
GenBank (Benson et al. 2012). Additional 16S sequences were obtained from GenBank. Sequences were aligned
using Clustal W2 (2.0.12) with default settings. JModelTest 0.1.1 (Posada 2008, Guindon & Gascuel 2003) was
used to determine the appropriate model of evolution under AIC. The aligned 16S sequences (129 Cacosternum
plus five outgroup Microbatrachella, were input into MrBayes 3.2.1 (Ronquist & Huelsenbeck 2003), and run for 5
million generations, with three attempted swaps each iteration, with the temperature set at 0.1, and using the GTR
+ G + I model. Two independent runs were analysed, each with one hot and three cold chains.
The nuclear tyr gene was phased into the most likely two haplotypes for each individual by first submitting the
edited sequences including IUPAC polymorphism symbols, to SeqPhase step 1 (Flot 2010) an online service that
prepares a simplified output file. The output from SeqPhase is then used as input to PHASE (Stephens & Donnelly
2003), which computes the liklihood of possible haplotypes. The output from PHASE is converted to full
sequences through SeqPhase step 2. A haplotype network was constructed for the tyr sequences, using TCS 1.21
(Clement et al. 2000) that implements statistical parsimony to estimate gene genealogies (Templeton et al. 1992).
Uncorrected p distances for the 16S gene fragment were determined using PAUP* (Swofford 2002). Maximum
likelihood (ML) models were analysed using Garli 2.0 (Zwickl 2006). Bootstrap support was determined using 1000
bootstrap repetitions each with three search repetitions, summarised using DendroPy (Sukumaran & Holder 2010).
Advertisement call. Choruses of Cacosternum were investigated in the field, and the following details were
recorded at most of the sites: locality name and coordinates, habitat, date, time of recording, air, substrate and water
temperatures (°C), species and chorus size.
The calls were recorded using a Sony TCM-5000EV stereo cassette recorder or a Marantz PMD 660 digital
recorder, both with an Audio Technics directional microphone. Calls were analysed using Raven Pro 1.4
(Bioacoustics Research Program 2011). Since the calls of Cacosternum consist of various arrangements of clicks, a
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Fast Fourier Transform (FFT) size of 512 allowed good temporal analysis. The filter bandwidth was 1398.8 Hz,
with a frame length of 128 points. The standard measurements taken were: call duration in milliseconds (ms);
number of pulses in a call; pulse rate; and emphasised frequency in kilohertz (kHz).
Morphology. All measurements were made with a digital calliper, recorded to an accuracy of 0.1 millimetres.
The following measurements were taken: SUL snout-urostyle length from the tip of the snout to the end of the
urostyle; TIB the maximum tibia length measured on the bent hind limb; FOT the length of the foot measured from
the proximal end of the inner metatarsal tubercle to the tip of the fourth toe on the fully extended foot; EN the eye-
nostril distance measured from the anterior corner of the eye to the posterior border of the nostril; SL snout length
measured from the tip of the snout to the anterior corner of the eye; EE the distance between the anterior corners of
the eyes; NN the inter-nostril distance; ED the horizontal eye diameter; HW head width at the angle of the jaw;
TYM horizontal diameter of the tympanum; ET The shortest distance between the eye and the tympanum; RAD
forearm length as the maximum distance between the wrist and the elbow; and HAN hand length measured from
the tip of the third finger to include the metacarpal tubercle. The following proportions were derived from the
measurements for comparative purposes: HW/SUL, EE/SUL, NN/EN, EN/SL, NN/EE, ED, HW, HAN/SUL,
HAN/HW, TIB/SUL, FOT/SUL and TIB/FOT.
Results
The Bayesian analysis showed that the Potential Scale Reduction Factor averaged 1.000, with the maximum PSRF
for alpha=1.003. The summary statistics for tree partitions show the average PSRF for parameter values=1.001,
with the maximum PSRF for parameter values=1.010. The phylogeny is shown in Fig. 1. Clade credibility and
maximum likelihood bootstrap values are reported on the tree.
DNA sequences. All sequences generated in this study have been deposited in GenBank (KF144411–144583)
(Appendix 1). Uncorrected p distances for 16S are shown in Table 2. The known species differ by 2.3–7.6 p
distances for the 16S gene, and (with few exceptions) did not share tyr haplotypes. Four additional clades were
discovered that showed p distances for the 16S gene of 1.1–7.3, and also did not share tyr haplotypes (see
exceptions below). These four are described as new species. Altogether 60 specimens were sequenced for tyr. The
sequences consisted of 84 haplotypes, resulting in an overall H = 1.4. One haplotype was shared between a single
specimen of C. boettgeri and one C. striatum, a second haplotype was shared between a single C. nanum and one
C. rhythmum sp. nov. and a third haplotype was shared between one C. platys and one C. australis sp. nov. There
were 63 unique haplotypes. The most parsimonious haplotype network is shown in Fig. 2.
Advertisement call. The calls are described below. Table 3 is a summary of the advertisement call parameters.
The calls consist of brief pulses or clicks, which may be run together into trills of various pulse rates and duration.
The four new species have remarkably different calls from all other species.
Morphology. This genus of frogs consists of very similar species in external morphology, with few diagnostic
features. Morphological proportions are given in Appendix 2.
Species variation. Diagnostic parameters of the advertisement calls include combinations of duration, pulse
rate, number of pulses, and the presence of both rapidly pulsed chirps and slow pulsed creaks. There are a number
of call types, but the details of each species call allow the advertisement call to be used for identification.
The genetic variation between species is 20–36 times the variation within species for most pairwise
comparisons. The minimum difference is 2.2 times, with the smallest differences found in the C. australis/C.
platys, C. boettgeri/C. rhythmum and C. platys/C. rhythmum pairs. This is discussed below.
Morphologically, many species are very similar. The smallest species (maximum SUL in our sample) are C.
platys (15.3), C. parvum (16.5), C. leleupi (16.7) and C. nanum (18.7), while the largest are C. capense (31.3) and
C. nanogularum sp. nov. (25). Cacosternum capense possesses large lateral and postero-dorsal skin glands which
are diagnostic. Most species are very polymorphic for dorsal colour and pattern, although many species show
characteristic (if not unique) pattern features. The colouration of the throat in breeding males may be diagnostic,
once larger sample sizes are available. Unpigmented throats are present in C. aggestum sp. nov., C. plimptoni, C.
rhythmum sp nov. and C. striatum. Other species have white pigment, or dark pigment anterior (C. capense),
posterior (C. leleupi). Some throats have spotted or reticulated patterns (C. karooicum, C. namaquense, C.
nanogularum sp. nov. and C. nanum).
In combination, these characters provide a clear means of identification of all the species.
520 · Zootaxa 3701 (5) © 2013 Magnolia Press CHANNING ET AL.
FIGURE 1. Phylogeny of Cacosternum species, based on 16S. Branch support is indicated as Posterior Probability/Maximum
Likelihood Bootstrap. Terminal triangles represent collapsed clades, to simplify the tree. Numerals in parentheses represent
sample size/number of localities.
FIGURE 2. Network of most likely haplotypes of the tyr gene. Black circles represent hypothetical intermediate haplotypes.
Circle size is proportional to number of individuals.
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522 · Zootaxa 3701 (5) © 2013 Magnolia Press CHANNING ET AL.
TABLE 3. Summary of the advertisement call parameters of Cacosternum species.
Species and source Individuals/ Duration (ms) Pulses Mean Pulse rate Notes
calls/ temp °C (s-1)
C. aggestum 3/7/18 50 (34–63) 12 (8–17) 45 (37–65)
C. australis 4/12/18 38 (24–87) 9 (7–12) 24 (10–29) Pulse rate accelerates. Some
inital pulses paired.
C. boettgeri 6/16/24 49 (22–79) 5 (3–7) 9 (7–14) (Channing et al. 2005)
C. capense 3/13/18 22 (17–32) 15 (12–23) 67 (59–72)
C. karooicum 2/6/22 60 (52–67) 25 (22–29) 40 (38–42)
C. kinangopensis 4/19/13 1000 (800–1300 66 (51–77) (Channing & Schmitz 2009)
C. leleupi 3/11/24 10 (8–14) 7 (5–8) 61 (40–83
C. namaquense 3/15/22 58 (26–88) 39 (19–57) 66 (48–98)
C. nanogularum 10/100/ 89 (46–131) 9 (5–11) 89 (77–102)
C. nanum 41/447/ 52 (19–100) 11 (5–18) 200 (95–288)
C. parvum 17/172/ 60 (28–109) 6 (3–9) 87 (60–125)
C. platys 6/17/10 28 (12–45) 8 (5–10) 26 (16–35) (Channing et al. 2005). Pulse
rate accelerates
C. plimptoni 11/29/29 55 (37–77) 13 (8–27) 22 (14–34) (Channing et al. 2005,
Channing & Schmitz 2009)
C. rhythmum 10/20/21 1150 (644–3068) 20 (10–77) 15 (12–25) Without terminal chirps.
These have a mean duration
of 113 ms
C. striatum 7/43/11 41 (28–45) 21 (14–27) 50 (37–70)
Taxonomy
We recognise 15 species, based on genetics and call data. We review existing species, and describe four new
species below.
Cacosternum aggestum sp. nov.
Klipheuwel Dainty Frog.
(Figs. 3A, 4A)
Holotype. A male, MHNG 2690.25, collected at Klipheuwel on a flooded field, 13 June 2007, 33° 41' 48.7 " S, 18°
43' 27.6" E, by A. Channing (Fig. 3).
Paratypes. One male MHNG 2690.26 and a female MHNG 2690.27, with the same collecting details as the
holotype; one male MHNG 2669.40 collected at Vissershok, 24 August 2007, 33 46' 11.3" S, 18 31' 33.6" E, by C.
Dorse.
Diagnosis. The within-clade uncorrected p distance for this species is 0.0–0.2% for 16S, while the difference
between the other 14 species ranges from 3.9–7.1%. The sample has only two likely tyr haplotypes, of which none
are shared. Breeding males are less than 20 mm SUL, while C. boettgeri, C. capense, C. karooicum, C.
nanogularum sp. nov., range from 21–30 mm. The throat is beige in preservative (Fig. 4), while in C. capense it is
black anteriorly, in C. karooicum it is beige anteriorly and white posteriorly, C. leleupi is black anteriorly, C.
namaquense it is grey anteriorly, in C. boettgeri it is pale grey, in C. nanum and C. parvum it is dark, and in C.
rhythmum sp. nov. the throat is white. This species has no prominent lateral and dorsoventral skin glands as in C.
capense. Viewed from above, the nostrils are within one nostril diameter of the anterior snout margin, compared to
C. karooicum which has the nostrils at least three nostril diameters from the anterior snout margin. The
supratympanic fold continues posteriorly as a distinct thick dark saddle, while the saddle is indistinct or absent in
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C. capense, C. leleupi, C. nanogularum sp. nov., and C. rhythmum sp. nov. Cacosternum aggestum sp. nov. has
five small palmar tubercles, as does C. leleupi; all the other species have 0–4. The toes have distinct margins,
although this does not form a web between toes 4 and 5, unlike C. leleupi which possesses a small web reaching the
proximal subarticular tubercles. The outer metatarsal tubercle is very small, low and pale, but absent in C. capense,
C. namaquense, C. australis sp. nov., C. striatum, C. nanum and C. rhythmum sp. nov. The inner metatarsal
tubercle is conical, protrudes, and is twice the width of the tip of the first toe. It is narrower, equal to the width of
the first toe tip in C. capense, C. karooicum, C. namaquense, C. striatum, C. nanum, and C. platys; it is about equal
in size to the proximal subarticular tubercle of the first toe in C. nanogularum sp. nov., C. australis sp. nov. and C.
rhythmum sp. nov. The belly pattern consists of large separated pale beige blotches and a few small black marks.
The same double colour marking is seen in C. australis sp. nov. All the other species have various arrangements of
blotches, spots and lines in one colour. It differs from C. striatum, which has a silvery white abdomen with dark
blotches.
The advertisement call resembles the sound made by a marble bouncing on a hard floor; a series of clicks that
speed up. It differs from the regular single or multiple clicks of C. boettgeri, C. kinangopensis, C. leleupi, C.
plimptoni or the creaking calls of C. capense, C. karooicum, C. namaquense, C. nanogularum sp. nov., C. parvum,
C. striatum and the brief chirp of C. nanum. The call of C. australis sp. nov. speeds up at the end, but has double
pulses. C. platys also has a call resembling a marble bouncing, but the pulse rate is much faster, with more pulses.
Finally, it is quite different to the long complex call of C. rhythmum sp. nov.
Description of the holotype. A male in breeding condition, SUL 19.2. Body widest at mid-belly, with a
narrow head (HW/SUL 0.35). The head is bluntly rounded from above and truncated in profile. Head length
measured from the angle of the jaw is about one third of body length (HL/SUL 0.34). Canthus rostralis rounded,
straight from eye to nostril, loreal region sloped outwards ventrally; nostrils small, rounded, rimmed, directed
laterally and posteriorly. The nostrils are placed slightly closer to the snout than the eye (EN/SL 0.59). Internostril
distance is less than distance between eye and nostril (NN/EN 0.94). Eyes directed anterolaterally, the eyes
protrude, and are visible from below, relatively small (ED/HW 0.31; ED/SUL 0.11), less than snout (ED/SL 0.78).
Distance between anterior corners of eyes is subequal to half inter-nostril distance (NN/EE 0.44). The angle of the
jaw is posterior to a line drawn vertically from the back of the eye. The tympanum is not visible. Jaws without
dentition; choanae small, round, located at anterior margins of roof of mouth; vomer processes and teeth absent;
tongue long, narrow, slightly bifurcated distally. No median lingual papilla present.
The dorsal surfaces of the head, trunk and limbs are smooth, with glands and skin folds present but indistinct;
the rictal gland is broken, continuing posteriorly as a series of bulges to the arm insertion. The supratympanic fold
is thick and glandular to the arm insertion, then forming a weak groove (not visible in life) running over the arm to
the leg insertion. Lines of broken skin glands form an hourglass pattern dorsally, narrowest at the scapular region.
The underside is smooth, with a slightly yellowish throat.
The forelimb is slender, hand small (HAN/SUL 0.27), finger tips bluntly rounded without discs. Relative
finger lengths I<II<IV<III; subarticular tubercles distinct, rounded, with one on fingers I and II, two on fingers III
and IV. No webbing between fingers, although each digit tapers laterally to a thin margin. Thenar tubercle obscured
by nuptial pad that reaches the distal phalanx of the first finger dorsally; palmar tubercles moderate, rounded, outer
metacarpal tubercle small, dark and distinct. The inner metatarsal tubercle is obscured by the nuptial pad. There are
many supernumerary tubercles on the granular palm.
Hind limbs moderately long (TIB/SUL 0.44; FOT/SUL 0.54), foot longer than tibia (TIB/FOT 0.81); thighs
are moderately developed, with rough glands on the inner posterior faces; relative toe lengths are I<II<V<III<IV.
The toe tips are not expanded; subarticular tubercles: one on toes I and II, two on toes III and V, and three on toe IV.
No webbing between the toes. Inner metatarsal tubercle rounded, prominent, outer metatarsal tubercle present as a
small bump. Comparative proportions are shown in Appendix 2.
Colour in preservative. The holotype has a brown dorsum with darker blotches and some small black flecks.
The upper limb surfaces are brown with small black flecks. The sides are lighter with fine pale mottling. The lower
lip is pale with small speckles. The throat has very fine speckling around the margins. The belly has about ten large
pale brown irregular blotches with a few small black flecks around the margin. The undersurfaces of the limbs are
pale with small black flecks. Colour in life. The dorsum is overall pale brown with irregular darker blotches. The
iris is golden brown. The palms and soles of the feet are pale brown with the digits dark brown. The rictal gland is
white.
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Paratype variation. The paratypes are similar in body proportions, with the female lightly larger SUL 21.9.
The male from Vissershok has a pale green dorsum overlaying a brown background, with irregular brown makings
visible where the green is absent.
FIGURE 3. Representatives of species of African Dainty Frogs, Cacosternum. All localities in South Africa unless indicated
otherwise. A–C. aggestum sp. nov. Holotype MHNG 2690.25 Klipheuwel; B–C. australis sp. nov. MHNG 2699.34,
Robertson; C–C. boettgeri MHNG 2740.23 Matatiele; D–C. capense MHNG 2690.23 Klipheuwel; E–C. karooicum MHNG
2740.67 Vrolijkheid; F–C. kinangopensis holotype NMK A/4372 Murugaru, Kenya; G–C. leleupi Lusinga, Democraic
Republic of Congo; H–C. namaquense MHNG 2699.45 Arakoep; I–C. nanogularum sp. nov. holotype MHNG 2750.77
Nkandla; J–C. nanum MHNG 2740.86 Hogsback; K–C. parvum MHNG 2741.2, Mariepskop; L–C. platys MHNG 2709.03
Noordhoek; M–C. plimptoni AC2535 MHNG 2661.23 Serengeti National Park, Tanzania; N–C. rhythmum sp. nov. MHNG
2741.15, Qudeni; O–C. striatum MHNG 2741.20 Mpur Forest.
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FIGURE 4. Ventral views of breeding Cacosternum males. All localities in South Africa unless indicated otherwise. A–C.
aggestum sp. nov. MHNG 2690.25, Klipheuwel. B–C. australis sp. nov., MHNG 2699.42 Pearly Beach C–C. boettgeri MHNG
2740.31, The Vale Farm. D–C. capense MHNG 2690.23 Klipheuwel. E–C. karooicum MHNG 2740.67, Vrolijkheid Nature
Reserve. F–C. kinangopensis NMK A/4372, Murungaru, Kenya. G–C. leleupi MHNG 2740.69 Lusinga, Democratic Republic
of Congo. H–C. namaquense, MHNG 2699.44 Arakoep. I–C. nanogularum sp. nov. MHNG 2740.78, Nkandla. J–C. nanum
MHNG 2740.87 Hogsback. K–C. parvum MHNG 2740.66 Maclear. L–C. platys MHNG 2699.37 Kenilworth. M–C. plimptoni
MNHG 2661.21, Serengeti National Park, Tanzania. N–C. rhythmum sp. nov., MHNG 2741.12 Harrismith. O–C. striatum
MHNG 2741.21 Mpur Forest.
Advertisement call. The call consists of a series of pulses that speed up at the end, resembling a bouncing
marble. The illustrated call from Klipheuwel (Fig. 5) consists of 18 pulses, with the pulse rate increasing from an
initial 10 s-1 to a final 55 s-1.
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FIGURE 5. Representative advertisement calls of C. aggestum sp. nov. Klipheuwel (left), C. boettgeri Harrismith (middle)
and C. capense Klipheuwel (right).
FIGURE 6. Localities of the molecular samples used in this study. Cacosternum aggestum sp. nov. pale blue circles; C.
australis sp. nov. - red squares; C. boettgeri—dark blue circles; C. kinangopensis—yellow square; C. leleupi—green triangle;
C. plimptoni—white circle; C. rhythmum—orange triangles.
Eggs and tadpoles. Unknown.
Distribution. This species is presently only known (Fig. 6) from the molecular samples collected at
Vissershok MHNG 2699.40 and Klipheuwel MHNG 2690.25, MHNG 2690.26, MHNG 2690.27, but we expect
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that it occurs more widely. The frogs were found on a flooded wheat field near temporary rain pools, during winter
rain.
Etymology. The specific epithet is derived from the Latin aggestus meaning "hill". It is a noun in apposition.
This refers to the type locality Klipheuwel (rocky hill).
Cacosternum australis sp. nov.
Southern Dainty Frog.
(Figs. 3B, 4B)
Holotype. A male, MHNG 2740.19, collected at Vrolijkheid Nature Reserve, Robertson, Western Cape Province,
South Africa (33° 54' 55" S, 19° 53' 04" E) by A.L. de Villiers, 19 August 2007.
Paratypes. MHNG 2699.34–2699.35, two males, near Vrolijkheid Nature Reserve, collected by A. Channing
11 August 2007; MHNG 2699.39 male, Grootvadersbosch Nature Reserve, collected by C. Dorse; MHNG
2699.41–2699.42 two males, Pearly Beach, collected by A.L. de Villiers. Coordinates are listed in Appendix 1.
Diagnosis. The within-clade variation in uncorrected p distances for the 16S fragment varied from 0.0–0.4%,
while the species differed by 1.4–6.6% from the other 14 species. The low difference of 1.4% from C. platys is
considered in the Discussion. The sample has seven tyr haplotypes with one shared with a C. platys. Breeding
males of C. australis sp. nov. possess very lightly speckled throats (Fig. 4). This distinguishes them from species
with very dark or black throats (C. capense, C. leleupi, C. nanogularum sp. nov., C. kinangopensis, C. nanum and
C. parvum.), species with yellow-beige or white throats (C. karooicum, C. aggestum sp. nov., C. striatum,C.
plimptoni and C. rhythmum sp. nov.) and species with grey throats (C. boettgeri and C. platys). It can be
distinguished from C. capense which has large dorsolateral glands and a pair of large glands above the vent.
Viewed from above, the nostrils are within one nostril diameter from the anterior edge of the snout. This
distingushes it from C. karooicum which has nostrils about three diameters behind the snout edge. The rictal gland
is smooth and continuous with the upper lip. This distinguishes it from species with an indistinct rictal gland (C.
nanogularum sp. nov., C. striatum, C. parvum) and species with interrupted "bumpy" rictal glands (C. capense, C.
aggestum, C. striatum, C. nanum and C. platys).
The advertisement call resembles the sound of a marble bouncing on a hard surface. It differs from the regular
single or multiple clicks of C. boettgeri, C. kinangopensis, C. leleupi, C. plimptoni or the creaking calls of C.
capense, C. karooicum, C. namaquense, C. nanogularum sp. nov., C. parvum, C. striatum and the brief chirp of C.
nanum. The advertisement call of C. australis has double pulses, which distinguishes it from the 'bouncing marble'
call of C. aggestum and C. platys with single pulses. The call of C. platys is also much faster, with about three times
more pulses (Table 3).
Description of holotype. The holotype is an adult male in breeding condition, SUL 17.7. Body gracile, widest
at mid-belly, with a narrow head (HW/SUL 0.38). The head is bluntly rounded from above and in profile. Head
length measured from the angle of the jaw is moderate (HL/SUL 0.32). Canthus rostralis rounded, straight from
eye to nostril, loreal region sloped outwards; nostrils small, rounded, directed dorsolaterally. The nostrils are placed
closer to the snout than the eye (EN/SL 0.64). Internostril distance is less than distance between eye and nostril
(NN/EN 0.93). Eyes directed anterolaterally, the eyes protrude, and are visible from below, relatively small (ED/
HW 0.28) (ED/SUL 0.11), less than snout (ED/SL 0.86). Distance between anterior corners of eyes greater than
internostril distance (NN/EE 0.42). The angle of the jaw is posterior to a line drawn vertically from the back of the
eye. The tympanum is not visible. Jaws without dentition; choanae small, round, located at anterior margins of roof
of mouth; vomer processes and teeth absent; tongue long, narrow, slightly bifurcated distally. No median lingual
papilla present.
The dorsal surfaces of the head, trunk and limbs are smooth, without glands and skin folds present; the rictal
gland is smooth, continuing posteriorly unbroken to the arm insertion. The supratympanic fold forms a groove
running over the arm to the leg insertion. There are no visible skin glands arranged in the typical hour-glass pattern.
The underside is smooth, with a slightly pigmented vocal sac with lateral folds.
The forelimb is slender, hand small (HAN/SUL 0.25), finger tips bluntly rounded without discs. Relative
finger lengths I<II<IV<III; subarticular tubercles rounded, with one on fingers I and II, two on finger IV with the
distal tubercle low and indistinct and three on finger III, with the two proximal subarticular tubercles on finger III
528 · Zootaxa 3701 (5) © 2013 Magnolia Press CHANNING ET AL.
small but distinct. No webbing between fingers. Thenar tubercle small, elongated, partially obscured by nuptial pad
that reaches the distal phalanx of the first finger; palmar tubercles large, rounded, outer metacarpal tubercle absent.
There are at least five supernumerary tubercles on the palm.
Hind limbs moderately long (TIB/SUL 0.42) (FOT/SUL 0.51), foot longer than tibia (TIB/FOT 0.83); thighs
are moderately developed, with rough glands on the inner posterior faces; relative toe lengths are I<II<V<III<IV.
The toe tips are not expanded; subarticular tubercles: one on toes I and II, two on toes III and V, and three on toe IV.
No webbing between the toes. Inner metatarsal tubercle elongated, prominent, outer metatarsal tubercle present as
a small pale raised spot. Morphological proportions are shown in Appendix 2.
Colour in preservative. The back has a grey background, with a darker brown V originating behind the eyes,
forming an indistinct vertebral band running to the sacral area, from where it is broken into small blotches. Small
darker patches are arranged in pairs on either side of the midline. A relatively large single dark patch is present on
the dorsal surface of each thigh and tibia. The belly is pale, with many small clouds of speckles arranged in about
25 brown spots. The undersides of the hands and feet are pigmented. Colour in life. The back is pale beige with
scattered darker markings. The upper lip is white. The belly has large numbers of very small black spots, with some
brown markings joining the spots (Fig. 4B).
Paratype variation. The two males from near Vrolijkheid Nature Reserve are similar in overall proportions
and dorsal colour pattern to the holotype. The belly spots are also similar, with one possessing additional small
black spots. These small dark spots are also present in the males from Pearly Beach (Fig. 4). The male from
Grootvadersbosch Nature Reserve has an immaculate belly.
Advertisement call. A typical advertisement call (Fig. 8) consists of 12 pulses, with the initial nine arranged
into three doublets and three single pulses. The final three pulses are produced at a much faster rate. This call has a
duration of 0.55 s, with an initial pulse rate of 10 s-1, and a final rate of 40 s-1. The call sounds like a marble
bouncing on a hard surface.
Eggs and Tadpoles. Unknown.
Distribution. Our molecular records are from Pearly Beach, Grootvadersbosch Nature Reserve and
Vrolijkheid Nature Reserve (Fig. 6). We expect that it is widely distributed in the southern Cape and Little Karoo.
They are found in temporary rain-filled pools from coastal sands and inland rocky areas.
Etymology. This species was initially confused with C. platys, but is now known to occur only in the southern
Cape region. The specific epithet is an adjective, derived from the Latin australis (of the south) referring to this
distribution.
Cacosternum boettgeri (Boulenger, 1882)
Boettger's Dainty Frog.
(Figs. 3C, 4C)
Cacosternum schebeni (Nieden, 1914)
Genetics. The within-clade uncorrected p distances for 16S vary from 0–0.5%. The differences between it and the
other 14 species range from 1.1–7.1% (Table 2). The 16S differences between C. boettgeri and C. rhythmum sp.
nov. are very small, and by themselves might indicate that these are conspecific, but the advertisement calls are
different. There are 15 likely tyr haplotypes in the sample, of which one is shared with a specimen of C. striatum.
This is considered in the Discussion.
Advertisement call. A typical call (Fig. 5) consists of about seven or more pulses produced at a pulse rate of
-1
12 s , with a duration of 0.55 s, and dominant energy at 4.5 kHz.
Morphology. Females exceed 21 mm SUL. Breeding males have a grey vocal sac. The back is smooth,
without large glands. Viewed from above the nostrils are situated at the front of the snout. The supratympanic fold
continues posteriorly forming a distinct saddle. The rictal gland is smooth, continuous with the upper lip. There are
about two supernumerary tubercles on the palm. The margin notch between the third and fourth toes passes the
proximal subarticular tubercle of the third toe. The inner metatarsal tubercle is conical, protruding, twice as wide as
the tip of the first toe. The belly possesses a few small spots, leaving at least 95% of the belly pale (Fig. 4).
Distribution. Molecular records for this study include Acornhoek, Bamboesberg, Baviaanskloof, Britstown,
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Franklin, Hardap, Jansenville, Keetmanshoop, Kubusi Forest Reserve, Kuruman, Ladismith, Lebombo Mountains,
Maselspoort, Matatiele, Maclear and The Vale Farm (Fig. 6). Although the records for this widespread species are
confused with other (often sympatric) taxa, it is known to occur from Namibia, South Africa, southern
Mozambique, Zimbabwe and southern Zambia (Poynton et al. 2004) with Ethiopian records referring most
probably to an undescribed species. It is known from 1027 quarter degree squares in South Africa (Animal
Demography Unit 2012). The frogs breed in temporary shallow pools in a range of habitats from arid rocky areas to
moist savanna. It may breed in forest clearings (Scott 2004a). Scott (2004a) provides additional life history details.
Notes. The calls and 16S sequences of material from Namibia, attributable to Cacosternum schebeni (Nieden,
1914) fall within the variation of C. boettgeri, confirming that C. schebeni is a junior synonym, as proposed by
Mertens (1955). The GenBank sequence DQ022352 with the voucher identified as Cacosternum boettgeri (Scott
2005) is C. platys.
Cacosternum capense Hewitt, 1925
Cape Dainty Frog.
(Figs. 3D, 4D)
Genetics. Cacosternum capense varies from 2.1–7.3% for 16S from the other 14 species, while the within-clade p
distance is 0 (n=3) (Table 2). The sample has four likely tyr haplotypes, but shares none.
Advertisement call. A call from Klipheuwel, (Fig. 5) is an indistinct creak, 0.3 s in duration, consisting of 20
pulses with a mean pulse rate of about 63 s-1. The pulse rate slows at the end of the call.
Morphology. This species is unique in possessing a pair of large dorsolateral glands and a pair of glands above
the vent. It is the largest species, females exceeding 30 mm SUL. Breeding males have a vocal sac that is black
anteriorly, becoming spotted and glandular posteriorly. Viewed from above the nostrils are within one nostril
diameter of the anterior snout edge. The supratympanic fold continues posteriorly as an indistinct glandular fold,
expanded at the arm insertion. The rictal gland forms an interrupted arc around the angle of the jaw. There are few
supernumerary tubercles on the palm. There is no trace of webbing between the toes. The inner metatarsal tubercle
is conical, protruding, equal in width to the tip of the first toe. The nuptial pad in breeding males extends to the
level of the proximal subarticular tubercle. The belly pattern consists of bold spots, about the same diameter as the
lens of the eye, often joined into lines of irregular blotches (Fig. 4).
Distribution. This species is endemic to the south-western Cape of South Africa. Molecular records are from
Klipheuwel (Fig. 7). It is restricted to low-lying sandy areas, known from 26 quarter degree squares in the south-
western Cape (Animal Demography Unit 2012). It breeds in pools on poorly drained soils (De Villiers 2004), in
areas that are today mostly agricultural lands.
Cacosternum karooicum Boycott, de Villiers & Scott, 2002
Karoo Dainty Frog.
(Fig. 3)
Genetics. The within-clade difference for C. karooicum for 16S is 0.2% (n=2). This species differs from the other
14 species by 4.0–6.7% (Table 2). Our sample has two likely tyr haplotypes, of which none are shared.
Advertisement call. A call recorded at Oukloof (Fig. 7) is a creak about 0.5 s long, consisting of 24 more or
less evenly spaced pulses, at a mean pulse rate of 48 s-1.
Morphology. Females exceed 22 mm SUL. Male vocal sacs are pale beige anteriorly, becoming white
posteriorly. The back is smooth with no protruding glands. The nostrils, viewed from above, are about three nostril
diameters back from the snout. The supratympanic fold continues backwards as a distinct saddle. The rictal gland is
small, visible at the angle of the jaw, weakly extending from the upper lip. The notch formed by the margins of toes
3 and 4 reaches the proximal subarticular tubercle of the third toe. The inner metatarsal tubercle is small, similar in
size to the tip of the first toe. The nuptial pad in breeding males extends from the base of the first finger to the level
of the proximal subarticular tubercle. The belly pattern varies, but often consists of small spots that coalesce,
resulting in about two-thirds of the belly without pigment.
530 · Zootaxa 3701 (5) © 2013 Magnolia Press CHANNING ET AL.
FIGURE 7. Representative advertisement calls of Cacosternum karooicum Oukloof (left) and C. kinangopensis Murungaru
(right).
Distribution. The molecular records are based on vouchers from Vrolijkheid Nature Reserve near Robertson
(Fig. 9). This species is known from the drier areas of the south-western Cape, recorded from 11 quarter degree
squares (Animal Demography Unit 2012). It occurs in arid areas, and it has been suggested that its flattened body
allows it to aestivate in rock cracks (Scott 2004c).
Cacosternum kinangopensis Channing & Schmitz, 2009
Kinangop Dainty Frog.
(Fig. 3)
Genetics. This species differs by 3.2–8.2% for the 16S gene, from the other 14 species (Table 2). The single
specimen has two likely tyr haplotypes but shares none.
Advertisement call. Channing & Schmitz (2009) illustrate a typical call with nine notes, each consisting of
three to four pulses. Parameters from 19 calls include 7–10 notes, a duration of 0.8–1.3 s, and a note rate of 7.7–8.6
s-1 (Fig. 7). The pulses comprising the notes have a pulse rate of 51–77 s-1.
Morphology. The male type is 18.8 mm SUL. Male vocal sacs are black. The back is smooth with no
protruding glands. The nostrils, viewed from above, are about two nostril diameters back from the snout. The
supratympanic fold continues backwards as a distinct saddle. The rictal gland is smooth, distinct, extending from
the upper lip. The notch formed by the margins of toes 3 and 4 does not reach the proximal subarticular tubercle of
the third toe. The inner metatarsal tubercle is small, wider that the tip of the first toe. The nuptial pad in breeding
males extends from the base of the first finger to the level of the proximal subarticular tubercle. The belly pattern of
the holotype consists of a few small and large spots on a white background (Fig. 4). The tympanum is visible, at
least on one side (Channing & Schmitz 2009).
Distribution. This species in only known from the North Kinangop Plateau, Kenya (Channing & Schmitz
2009). It was breeding in a rain-filled quarry in high altitude grassland. Our molecular sample is from the holotype
collected at Murungaru (Fig. 6). The species probably occurs more widely.
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Cacosternum leleupi Laurent, 1950
Leleup's Dainty Frog.
(Figs. 3G, 4G)
Genetics. Poynton & Scott (2004) confirmed that this poorly-known species was valid, citing unpublished work.
New material from the type locality shows an uncorrected p distance for 16S of 4.1–7.3% from the other 14
species, with a within-sample p distance of 0.0 (n=2). Our sample has two likely tyr haplotypes, but shares none.
Advertisement call. A typical call recorded at Lusinga shows an initial brief buzz followed by 11 notes. The
duration is about 0.4 s, with the notes produced at a rate of 33 s-1. The initial buzz consists of about five pulses (Fig. 8).
FIGURE 8. Representative advertisement calls of Cacosternum leleupi Lusinga (left), C. namaquense Nuwerus (middle) and
C. australis sp. nov. Vrolijkheid (right).
Morphology. Females are not known to reach 17 mm SUL, with males around 14 mm. Breeding males have a
black vocal sac posteriorly, becoming grey anteriorly. Viewed from above, the nostrils are situated at the anterior
margin of the snout. The supratympanic fold is absent or indistinct. The upper lip is continuous with a smooth rictal
gland. There are five supernumerary tubercles on the palm. There is distinct webbing which reaches the proximal
subarticular tubercles of the third and fourth toes. The inner metatarsal tubercle is low, twice the width of the tip of
the first toe. Breeding males have a black nuptial pad that extends to the last phalanx of the first finger. The belly
shows small spots and blotches that coalesce, covering about half of the abdomen with pigment.
Distribution. The species is recorded from the Upemba and Kundelunga National Parks in Katanga Province,
Demographic Republic of Congo. Our molecular sample comes from Lusinga in the Upemba National Park, Haut-
Katanga Province, Democratic Republic of the Congo (Fig. 6). This is the locality referred to as "Mukana" by the
De Witte expedition (Schmidt & Inger 1959). The species was breeding in a temporary pool in grassland.
Cacosternum namaquense Werner, 1910
Namaqua Dainty Frog.
(Figs. 3H, 4H)
Genetics. The within-clade uncorrected p distance for 16S is 0.2%, with the distances to the other 14 species
ranging from 3.0–7.2%. The sample has two likely tyr haplotypes, of which neither are shared.
532 · Zootaxa 3701 (5) © 2013 Magnolia Press CHANNING ET AL.
Advertisement call. The call is a high-pitched creak. The illustrated example (Fig. 8) has a duration of 0.3 s,
with 18 pulses at a pulse rate of 56 s-1.
Morphology. Females reach 20 mm SUL in our sample. Breeding males have a vocal sac that is diffuse grey
anteriorly, with the belly pattern of spots posteriorly. Viewed from above, the nostrils are within one nostril
diameter of the snout margin. The supratympanic fold continues posteriorly to form a glandular saddle. The rictal
gland is prominent, continuous with the upper lip. There are two supernumerary tubercles on the palm. There is no
webbing, although the notch between the third and fourth toes passes the proximal subarticular tubercle of the third
toe. The inner metatarsal tubercle is conical, equal to the width of the tip of the first toe. The nuptial pad of
breeding males extends to the level of the proximal subarticular tubercle of the first finger. The belly spots are
larger than the lens of the eye, many running together to form lines (Fig. 4).
Distribution. Molecular samples are from Arakoep (Fig. 7). This species is morphologically distinct, unlikely
to be confused with similar species, and is widespread in Namaqualand, known from 41 quarter-degree squares
(Animal Demography Unit 2012). The species is known from arid rocky areas, where it breeds in temporary pools
(Scott 2004d).
FIGURE 9. Localities of the molecular samples used in this study. Cacosternum capense pale pink circle; C. namaquense pale
blue square; C. nanum dark green circles; C. platys yellow triangles; C. karooicum yellow circle; C. nanogularum orange
squares; C. parvum red triangles; C. striatum white circle.
Cacosternum nanogularum sp. nov.
Small-throated Dainty Frog.
(Figs. 3I, 4I)
Holotype. An adult male MHNG 2740.77 collected by M. Burger, 3 December 2005, on the road between Eshowe
and Nkandla, KwaZulu-Natal Province, South Africa, 28° 51’ 04” S, 31° 12’ 27” E. The specimen was collected
from a roadside puddle.
Paratypes. Six males; MHNG 2740.75 from 41 km from Kranskop on road to Qudeni, KwaZulu-Natal
Province, South Africa, 28° 43’ 41” S, 30° 56’ 35” E; NMB A7518–20, MHNG 2740.76 from 13 km from
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Kranskop along road to Qudeni, KwaZulu-Natal Province, South Africa, 28° 54’ 14” S, 30° 51’ 15” E; MHNG
2740.78 collected on the road between Eshowe and Nkandla, KwaZulu-Natal Province, South Africa, 28° 51’ 04”
S, 31° 12’ 27” E; a female, MHNG 2740.74, from Dukuduku, KwaZulu-Natal Province, South Africa, 28° 21' 09"
S, 32° 17' 53" E.
Diagnosis. The uncorrected p distances for 16S from the other 14 species ranges from 3.8–6.9%, while the
within-clade p distances range from 0–0.4 (n=7). The sample has five likely tyr haplotypes of which none are
shared. This species lacks a distinct supratympanic fold, which is present in all the other species. It can be
distinguished from C. capense by the absence of large lateral and posterior glands on the dorsum; from C.
karooicum which has the nostrils at least three nostril diameters back from the snout margin; from C. leleupi which
has a small amount of webbing; from C. namaquense which has a diffuse grey vocal sac anteriorly (dark in C.
nanogularum sp. nov.) (Fig. 4). It has three supernumerary tubercles on the palm, less than the five of C. aggestum
sp. nov. and C. leleupi. The inner metatarsal tubercle is equal to the proximal subarticular tubercle of the first toe,
differing from the wider inner metatarsal tubercle of C. aggestum sp. nov., C. boettgeri and C. parvum. The rictal
gland is indistinct or absent, which distinguishes it from the prominent glands of C. aggestum sp. nov., C.
boettgeri, C. australis sp. nov., C. striatum, C. nanum, C. parvum, C. platys, C. kinangopensis and C. plimptoni.
The advertisement call is a series of chirps, which distinguishes it from the regular single or multiple clicks of C.
boettgeri, C. kinangopensis, C. leleupi, C. plimptoni and the brief chirp of C. nanum. It is unlike the 'bouncing
marble' calls that consist of a number of pulses that speed up, as C. aggestum sp. nov., C. australis sp. nov. and C.
platys, or the long complex call of C. rhythmum sp. nov. The call is not a creak as in C. capense, C. karooicum, C.
namaquense, C. parvum, or C. striatum.
FIGURE 10. Representative advertisement calls of Cacosternum nanogularum sp. nov. Kranskop (left), C. nanum Beacon
Bay (middle) and C. parvum Maclear (right).
Description of the holotype. The holotype is an adult male, SUL 19.7. Body widest at mid-belly, with a
narrow head (HW/SUL 0.33). The head is bluntly rounded from above and in profile. Head length measured from
the angle of the jaw is about one third of body length (HL/SUL 0.31). Canthus rostralis rounded, straight from eye
to nostril, loreal region sloped outwards ventrally; nostrils small, rounded, directed laterally, and posteriorly. The
nostrils are placed nearly midway between the snout than the eye (EN/SL 0.52). Internostril distance is greater than
distance between eye and nostril (NN/EN 1.31). Eyes directed anterolaterally, the eyes protrude, and are visible
534 · Zootaxa 3701 (5) © 2013 Magnolia Press CHANNING ET AL.
from below, relatively small (ED/HW 0.35; ED/SUL 0.12), less than snout (ED/SL 0.74). Distance between
anterior corners of eyes subequal to internostril distance (NN/EE 0.53). The angle of the jaw is posterior to a line
drawn vertically from the back of the eye. The tympanum is not visible. Jaws without dentition; choanae small,
round, located at anterior margins of roof of mouth; vomer processes and teeth absent; tongue long, narrow, slightly
bifurcated distally. No median lingual papilla present.
The dorsal surfaces of the head, trunk and limbs are smooth, with glands and skin folds present but indistinct;
the rictal gland is smooth, continuing posteriorly as a series of bulges to the arm insertion. The supratympanic fold
forms a forms a groove running over the arm to the leg insertion. Lines of broken skin glands form an hourglass
pattern dorsally, narrowest at the scapular region. The underside is smooth, with a slightly pigmented vocal sac
with lateral folds.
The fore limb is slender, hand small (HAN/SUL 0.30), finger tips bluntly rounded without discs. Relative
finger lengths I<II<IV<III; subarticular tubercles distinct, rounded, with one on fingers I and II, two on fingers III
and IV. No webbing between fingers. Thenar tubercle small, rounded, partially obscured by nuptial pad that
reaches the distal phalanx of the first finger; palmar tubercles and inner metatarsal tubercle moderate, rounded,
outer metacarpal tubercle present. There is a single supernumerary tubercle on the palm.
Hind limbs moderately long (TIB/SUL 0.50; FOT/SUL 0.52), foot subequal to tibia (TIB/FOT 0.95); thighs
are moderately developed, with rough glands on the inner posterior faces; relative toe lengths are I<II<V<III<IV.
The toe tips are not expanded; subarticular tubercles: one on toes I and II, two on toes III and V, and three on toe IV.
Only a trace of webbing between the toes. Inner metatarsal tubercle conical, prominent, outer metatarsal tubercle
present as a small pale raised spot. Morphological proportions are shown in Appendix 2.
Colour in life. The background colour is beige, overlain with a dark brown interorbital bar with a sharp tip
pointing posteriorly, and a black band running from the nostril, through the eye to the arm insertion. The upper lip
is white with black speckles, continuing as a white rictal gland. Colour in preservative. The patterns are visible as
dark browns on a paler background.
Paratype variation. The male paratypes have SUL 20.4–22.5, with the females 23.2–25.0. They are very
similar to the holotype in having discontinuous bumpy rictal glands, large subarticular tubercles on the hand, and
small conical subarticular tubercles at the base of the fourth toe. The belly spots are similar, with the female throats
spotted but less pigmented than the males, while the body proportions show little variation.
Advertisement call. The general call structure consists of a series (10 to >20) of regularly repeated pulsed
notes (chirps), with a note rate of 0.4–0.6 s-1. The mean note duration is 89 ms, with the mean number of pulses per
call of 9. The mean pulse rate is 89 s-1. It has a mean emphasised frequency of 3.02 kHz. The illustrated call (Fig.
10) has a duration of 0.1 s, with 9 pulses at a pulse rate of 80 s-1.
Eggs and tadpoles. Unknown.
Distribution. Molecular samples come from Nkandla and the Lebombo Mountains, with additional specimens
known from Qudeni and Dukuduku (Fig. 9). The full extent of its range is unknown. The frogs were found in
flooded temporary pools with emergent vegetation.
Etymology. The specific name is derived from the Latin nanus (small), and gula (throat). It is an adjective.
The name refers to the very small vocal sac that is produced during calling.
Cacosternum nanum Boulenger, 1887
Dwarf Dainty Frog.
(Figs. 3J, 4J)
Cacosternum poyntoni Lambiris, 1988
Genetics. The uncorrected p distances between this species and the other 14 range from 2.8–6.0%, while the
within-clade p distances range from 0.0–0.4 (n=20). The sample has 16 likely tyr haplotypes, of which one is
shared between a single C. nanum and one C. rhythmum sp. nov.
Advertisement call. Based on an analysis of 447 calls of 41 specimens, a calling bout usually consists of a
long (15 to >30) series of pulsed chirps that are rapidly repeated, about 1.2 s-1 (range 0.6–2.0 s-1). The mean call
(chirp) duration is 52.6 ms (range 19.5–99.7 ms). The mean number of pulses per call is 11 (range 5–18), with a
mean pulse rate of 200 s-1 (range 95–288 s-1). The mean emphasised frequency is 3.6 kHz (range 3.3–4.1 kHz) A
AFRICAN DAINTY FROGS Zootaxa 3701 (5) © 2013 Magnolia Press · 535
spectrogram of a typical call is shown in Fig. 10. It has a duration of 0.04 s, consisting of 11 pulses at a pulse rate of
250 s-1.
Morphology. Females reach 18 mm SUL. The dorsum lacks protruding glands. Viewed from above, the
nostrils are close to the anterior margin of the snout. The supratympanic fold continues as a straight line from
eyelid to arm insertion. The rictal gland is interrupted, tapering to the arm insertion. There are four supernumerary
tubercles on the palm. The inner metatarsal tubercle is low, with a width equal to the tip of the first toe. Breeding
males possess an inconspicuous nuptial pad that extends to the last phalanx. The belly spots are the size of the lens
of the eye, dense grey, often running together (Fig. 3).
Distribution. This species is known from the south and east of South Africa, occurring in 276 quarter degree
squares (Animal Demography Unit 2012). Molecular samples come from Baviaanskloof, Cedarville, Goukamma,
Hogsback, Kubusi Forest Reserve, Maclear and Montague Pass in South Africa (Fig. 7). It breeds in a variety of
water bodies (Scott 2004b), usually those with emergent vegetation.
Note. We regard Cacosternum poyntoni as a junior synonym of C. nanum, following the reasons presented by
Minter (2004), Scott (2004b) and Scott & Minter (2004a, b). These include the lack of material apart from the type,
after nearly 60 years, from a well-known locality, Pietermaritzburg; the consensus amongst local herpetologists that
this is not a valid taxon; and the skeletal similarity to C. nanum from an unpublished report.
Cacosternum parvum Poynton, 1963
Mountain Dainty Frog.
(Figs. 3K, 4K)
Genetics. The within-clade variation in uncorrected p distances for the 16S fragment is 0.2%, with the differences
to the other 14 species being 3.9–7.6%. The sample has two tyr haplotypes, of which none are shared.
Advertisement call. The call is a brief chirp. The following description is based on an analysis of 172 calls of
17 specimens. A motivated calling bout usually consists of a long (10 to >20) series of pulsed chirps that are
repeated at a rate of about 0.6 s-1 (range 0.4–0.7 s-1). The mean call (chirp) duration is 60.2 ms, (range 27.6–109.0
ms). The mean number of pulses per call is 6 (range 3–9) with a mean pulse rate of 86.8 s-1 (range 59.5–125 s-1).
The mean emphasised frequency is 3.99 (range 3.55–4.42 kHz). The illustrated call (Fig. 10) has a duration of 0.06
s, with seven almost equally spaced pulses, with a pulse rate of 100 s-1.
Morphology. Females do not exceed 16.5 mm SUL in our sample. Breeding males have dark vocal sacs with a
paler margin. The dorsum is smooth, and, viewed from above the nostrils are positioned on the anterior edge of the
snout. The supratympanic fold continues posteriorly to form a rounded saddle. The rictal gland is indistinct,
interrupted. There are no supernumerary tubercles on the palm. There is no webbing, with the notch between the
third and fourth toes reaching the proximal subarticular tubercle of the third toe. The outer metatarsal is absent or
indistinct, while the inner metatarsal tubercle is low, twice the width of the tip of the first toe. The nuptial pad in
breeding males is slightly pigmented but indistinct. The belly markings consist of groupings of brown speckles that
form blotches.
Distribution. Molecular samples come from Mariepskop (Fig. 9). The species appears to be a highland
endemic in eastern South Africa (Scott & Minter 2004b), where it breeds in high altitude grassland pools (Scott
2004e).
Note. The GenBank sequence DQ022353 with the voucher identified as Cacosternum nanum parvum (Scott
2005) is a C. nanum sequence.
Cacosternum platys Rose, 1950
Flat Dainty Frog.
(Figs. 3L, 4L)
Genetics. The within-clade variation in uncorrected p distance for the 16S fragment varies from 0.0–0.2%, but
between C. platys and the other 14 species 1.8–6.6%. The sample has nine likely tyr haplotypes, of which one is
shared with a specimen of C. australis sp. nov. See the Discussion.
536 · Zootaxa 3701 (5) © 2013 Magnolia Press CHANNING ET AL.
Advertisement call. A typical advertisement call (Fig. 11) consists of a long series of pulses that increase in
tempo. The duration of the illustrated call is 0.55 s, with 34 pulses. The initial and final pulse rates are 20 s-1 and 80-1.
Morphology. This is a small species, with females less than 14 mm in our sample. The vocal sac in breeding
males is pale grey (Fig. 4). The dorsum is smooth. Viewed from above, the nostrils are situated on the anterior
margin of the snout. The supratympanic fold continues posteriorly in a straight line from the eyelid to the arm
insertion. The rictal gland is interrupted. There are two supernumerary tubercles on the palm. There is no webbing.
The inner metatarsal tubercle is low, rounded, equal in width to the tip of the first toe. The nuptial pad is a dark
swollen mass at the base of the first finger, tapering to the level of the proximal tubercle. The belly pattern consists
of very small spots consisting of groups of speckles.
FIGURE 11. Representative advertisement calls of Cacosternum platys Kenilworth (left), C. plimptoni Nairobi (center) and C.
striatum Singisi (right).
Distribution. Molecular evidence shows the species is present on the Cape Peninsula (Noordhoek) and in
Cape Town (Kenilworth) (Fig. 7). It is a fynbos species, breeding in low altitude temporary pools.
Notes. The GenBank sequence DQ283258 with the voucher identified as Cacosternum platys (Frost et al.
2006) is Microbatrachella capensis. The GenBank sequence DQ022352 with the voucher identified as
Cacosternum boettgeri (Scott 2005) is C. platys.
Cacosternum plimptoni Channing, Brun, Burger, Febvre & Moyer, 2005
Plimpton's Dainty Frog.
(Figs. 3M, 4M)
Genetics. This species varies from the other 14 species for the 16S fragment, by uncorrected p values of 2.5–5.9%.
A single specimen had only one likely tyr haplotype, that was not shared with any other species.
Advertisement call. A series of 29 calls of four individuals from the Serengeti National Park, Tanzania
showed a mean duration of 0.55 s (range 0.37–0.77) and the mean number of notes (pulse trains) 6.2 (range 4–8)
(Channing et al. 2005). A typical advertisement call from Nairobi (Fig. 11) is a harsh clicking, where each series of
notes consists of double pulses, apart from the initial note of three pulses. The call duration is 0.5 s, with six notes
at a rate of 10 s-1.
Morphology. The female holotype has a SUL 19.7 (Channing et al. 2005). Breeding males have yellow vocal
AFRICAN DAINTY FROGS Zootaxa 3701 (5) © 2013 Magnolia Press · 537
sacs without a pale margin (Fig. 4). The dorsum is smooth, and, viewed from above the nostrils are positioned on
the anterior edge of the snout. The supratympanic fold is inconspicuous. The rictal gland is indistinct. There are 5
supernumerary tubercles on the palm. There is no webbing, with the notch between the third and fourth toes
reaching the proximal subarticular tubercle of the third toe. The outer metatarsal is absent or indistinct, while the
inner metatarsal tubercle is conical and protruding, twice the width of the tip of the first toe. The nuptial pad in
breeding males is slightly pigmented but massive, reaching the proximal subarticular tubercle. The belly markings
consist of groupings of brown speckles that form blotches with spots equal to the size of the eye lens.
Distribution. The species appears to be present from northern Tanzania to the highlands of central Kenya
(Channing et al. 2005, Channing & Schmitz 2009) (Fig. 6) and may be more widely distributed. It breeds in
temporary and permanent pools with little emergent vegetation.
Cacosternum rhythmum sp. nov.
Rhythmic Dainty Frog.
(Figs. 3N, 4N)
Holotype. An adult male NMB A7521, collected by M. Burger, 18 December 2001 at Nottingham Road (29° 21’
21” S, 29° 59’ 36” E), KwaZulu-Natal Province, South Africa. The habitat is flat open terrain with shallow pools
and flooded grassy patches.
Paratypes. Eight males and one female, NMB A7522–7530, from Nottingham Road, Nottingham Ford, and
28 km S of Harrismith.
Diagnosis. This species differs from the other 14 species for the 16S fragment, by uncorrected p values of 1.1–
6.2%. The within-clade variation ranges from 0.0–0.2%. The small difference of 1.1% with C. boettgeri will be
considered in the Discussion. The sample had eight likely tyr haplotypes, of which two were shared between one C.
nanum and one C. rhythmum sp. nov. The vocal sac of breeding males is white (Fig. 5), which distinguishes it from
species where the sac is black, grey or yellowish-beige (C. capense, C. karooicum, C. leleupi, C. namaquense, C.
nanogularum sp. nov., C. aggestum sp. nov., C. boettgeri, C. australis sp nov., C. nanum, C. parvum, C. platys,
and C. kinangopensis. It is distinguished from C. capense by the absence of protruding dorsolateral glands and a
pair just above the vent. Viewed from above, the nostrils are close to the anterior margin of the snout,
distinguishing it from C. karooicum, which has the nostrils about three nostril diameters back from the anterior
edge of the snout. The supratympanic fold continues posteriorly as a weak saddle, distinguishing it from C.
nanogularum sp. nov., which has no saddle. The rictal gland is smooth, tapering to the arm insertion. This
distinguishes it from those species where the rictal gland is interrupted (C. capense, C. karooicum, C. striatum, C.
nanum, C. parvum and C.platys). There are no supernumerary tubercles on the palm, distinguishing it from species
with 2–5 tubercles (C. capense, C. karooicum, C. leleupi, C. namaquense, C. nanogularum sp. nov., C. aggestum
sp. nov., C. boettgeri, C. nanum and C. platys). It has no webbing, which distinguishes it from C. leleupi, which has
a trace of webbing between the third and fourth toes. The inner metatarsal tubercle is small, conical, equal in width
to the proximal subarticular tubercle of the first toe. This distinguishes it from species where the width of the inner
metatarsal tubercle is equal to the width of the tip of the first toe (C. capense, C. karooicum, C. namaquense, C.
nanogularum sp. nov., C. australis sp. nov., C. striatum, C. nanum, C. plimptoni and C. platys), and from those
where the inner metatarsal tubercle is twice the width of the tip of the first toe (C. leleupi, C. aggestum sp. nov.,
and C. parvum. The belly is pale, with a few very small brown blotches. This distinguishes it from species where
the spots are larger than the eye lens, sometimes running together to form blotches (C. capense, C. namaquense, C.
nanogularum sp. nov., C. aggestum C. aggestum sp. nov.,) and from C. australis sp. nov. which has irregular
yellow-beige blotches overlain with very small black speckles, and from C. striatum which has a silvery-white
belly with small black blotches.
The advertisement call is complex and long. A typical call has a duration over 1.5 s, and consists of a string of
pulses followed by a number of chirps, produced with a distinctive beat. It differs from the simple series of single
or multiple clicks of C. boettgeri, C. kinangopensis, C. leleupi, and C. plimptoni or the creaking calls of C.
capense, C. karooicum, C. namaquense, C. nanogularum sp. nov., C. parvum, and C. striatum or the brief chirp of
C. nanum. It differs from those species producing a 'bouncing marble' call of pulses that speed up such as C.
aggestum sp. nov., C. australis sp. nov. and C. platys.
Description of the holotype. The holotype is an adult male, SUL 15.0. Body gracile, widest at mid-belly, with
538 · Zootaxa 3701 (5) © 2013 Magnolia Press CHANNING ET AL.
a narrow head (HW/SUL 0.34). The head is acutely rounded from above and in profile. Head length measured from
the angle of the jaw is moderate (HL/SUL 0.32). Canthus rostralis rounded, straight from eye to nostril, loreal
region sloped outwards; nostrils small, rounded, directed laterally. The nostrils are placed closer to the snout than
the eye (EN/SL 0.61). Internostril distance is less than distance between eye and nostril (NN/EN 0.91). Eyes
directed anterolaterally, the eyes protrude, and are visible from below, relatively small (ED/HW 0.35; ED/SUL
0.12), equal to snout (ED/SL 1.0). Distance between anterior corners of eyes greater than internostril distance (NN/
EE 0.36). The angle of the jaw is posterior to a line drawn vertically from the back of the eye. The tympanum is not
visible. Jaws without dentition; choanae small, round, located at anterior margins of roof of mouth; vomer
processes and teeth absent; tongue long, narrow, slightly bifurcated distally. No median lingual papilla present.
The dorsal surfaces of the head, trunk and limbs are smooth, with glands and skin folds present; the rictal gland
is smooth, continuing posteriorly unbroken to the arm insertion. The supratympanic fold forms a groove running
over the arm to the leg insertion. Lines of broken skin glands form an hourglass pattern dorsally, narrowest at the
scapular region, with a second pair of broken skin folds parallel to the midline, running from behind the scapular
region nearly to the tip of the urostyle. The underside is smooth, with a slightly pigmented vocal sac with lateral
folds (Fig. 4).
The forelimb is slender, hand small (HAN/SUL 0.26), finger tips bluntly rounded without discs. Relative
finger lengths I<II<IV<III; subarticular tubercles distinct, rounded, with one on fingers I and II, two on finger IV
and three on finger III, with the proximal subarticular tubercle on finger III small but distinct. No webbing between
fingers. Thenar tubercle small, rounded, partially obscured by nuptial pad that reaches the distal phalanx of the first
finger; palmar tubercles and inner metatarsal tubercle small, rounded, outer metacarpal tubercle absent. There are
no supernumerary tubercles on the palm. An outgrowth is present on the outside of the fourth finger, at the level of
the penultimate phalanx. It resembles a subarticular tubercle. No other growths like this are present in the sample
examined.
Hind limbs moderately long (TIB/SUL 0.43; FOT/SUL 0.53), foot longer than tibia (TIB/FOT 0.82); thighs
are moderately developed, with rough glands on the inner posterior faces; relative toe lengths are I<II<V<III<IV.
The toe tips are not expanded; subarticular tubercles: one on toes I and II, two on toes III and V, and three on toe IV.
Only a trace of webbing between the toes. Inner metatarsal tubercle conical, prominent, outer metatarsal tubercle
present as a small pale raised spot.
Colour in preservative. The back has a grey background, with a darker brown vertebral band, within which is
a thin pale vertebral line. Small darker patches are arranged in pairs. The belly is immaculate, with a margin of
small clouds of speckles arranged in spots. The undersides of the hands and feet are pigmented. Colour in life. The
dorsum is tan and brown with small black speckles and white blotches.
Paratype variation. The paratypes are similar in body proportions to the holotype. The males range in SUL
from 15.3–16.7, with the female 19.3. The rictal gland is identical in all the paratypes, while the subarticular
tubercles of the hand vary slightly, from round to a sharper cone-shape. The female has a uniform coloured back,
but all the male paratypes have a wide vertebral band, or a narrower vertebral line. Two males have dorsal warts.
The belly is immaculate in eight paratypes, with one possessing a few small spots, leaving over 90% of the belly
unpigmented. One specimen, although immaculate, possesses light clouds of speckles shaped as spots. The
specimens show the darker belly window through which the abdominal muscles can be seen, and all have
supernumerary tubercles on the hands. Eggs are visible through the belly skin of the female.
Advertisement call. A typical call recorded at Nottingham Road is illustrated in Fig 12. The call consists of an
initial phase of single or double clicks lasting about one second, at a rate of 10 notes s-1, followed by three chirps,
each with seven pulses. The pulse rate of each chirp is about 60 s-1, with the chirps uttered at a rate of 6 s-1. The
duration of such a call is 1.6 s. The call has a distinct repeated beat, characteristic of this species.
Eggs and tadpoles. Unknown.
Distribution. Our specimens come from the KwaZulu-Natal midlands in South Africa (Fig. 7), but we expect
the species to be more widely distributed. It breeds in temporary pools with abundant vegetation.
Etymology. The species name is derived from the Latin rhythmus (rhythm) referring to the rhythmic
advertisement call. It is a noun in apposition.
Note. A call description for Cacosternum cf. striatum from Champagne Castle (Pickersgill 2007) is
attributable to C. rhythmum sp. nov.
AFRICAN DAINTY FROGS Zootaxa 3701 (5) © 2013 Magnolia Press · 539
FIGURE 12. An example of the advertisement call of Cacosternum rhythmum.
Cacosternum striatum FitzSimons, 1947
Striped Dainty Frog.
(Figs. 3O, 4O)
Genetics. The uncorrected p within-clade variation in 16S ranges from 0.0–0.2% (n= 3). This species differs from
the other 14 species by 2.5–7.3%. The sample has four likely tyr haplotypes, of which one is shared with an
individual C. boettgeri.
Advertisement call. The advertisement call is a brief high-pitched chirp. A typical call (Fig. 11) shows that the
pulses are arranged in doublets in the middle, with the initial and final few pulses being produced at a faster rate
than the middle. The duration of this call is 0.33 s, with the 21 pulses starting at 100 s-1, slowing to 60 s-1, before
speeding up slightly at the end of the call.
Morphology. These are small frogs, with females reaching 13.7 mm SUL in our sample (n=7). The vocal
pouch of breeding males is pale (Fig. 4). The dorsum is smooth, lacking protruding glands. Viewed from above, the
nostrils are within one nostril diameter of the anterior snout margin. The supratympanic fold continues posteriorly
to form a saddle. The upper lip continues posteriorly as an indistinct interrupted rictal gland. The palm lacks
supernumerary tubercles. The inner metatarsal tubercle is low, inconspicuous, as wide as the tip of the first toe. The
nuptial pad of breeding males is low, inconspicuous, extending to the level of the proximal subarticular tubercle.
The belly is silvery white, with some small black speckles.
Distribution. The species is widespread in KwaZulu-Natal, South Africa, where it has been recorded from 13
quarter-degree cells (Animal Demography Unit, University of Cape Town). Our sequenced specimens come from
Mpur Forest (Fig. 9). It breeds in shallow temporary pools that may be overgrown.
Discussion
Dainty frogs are polymorphic for colour, with tan, brown, green and beige common. They are small, and generally
call from concealed sites. This study illustrates the presence of four previously unrecognised species. Wider
sampling is sure to discover yet more species new to science.
540 · Zootaxa 3701 (5) © 2013 Magnolia Press CHANNING ET AL.
The generally small size of dainty frogs may be a derived feature for the genus, or may be an ancestral trait.
Van der Meijden et al. (2011) suggested that within the pyxicephalids in southern Africa, there have been several
instances of reduction in body size, including Cacosternum, Arthroleptella and Microbatrachella. They find
Microbatachella immediately basal to Cacosternum for one set of genes, while the relationship is reversed when
additional genes are incorporated in the analysis. An earlier study using molecular and morphological data (Scott
2005) found Microbatrachella immediately basal to Cacosternum in a simultaneous analysis. Both these analyses
suggest that the ancestor to Microbatrachella and Cacosternum was small. In the phylogeny shown in Fig. 1, one
of the smallest species, C. nanum, is basal. However, the very small C. parvum is sister to the largest species in the
genus, C. nanogularum.
Although polystomatid flatworms, parasitic in the bladder of frogs, are assumed to be host-specific, the
recently described Polystoma channingi has been found in both Cacosternum nanum and C. boettgeri where both
species are sympatric (Du Preez 2013). As these two species are quite distantly related, it suggests that the
polystome parasites are perhaps only restricted to the genus Cacosternum.
Cacosternum speciation hypotheses. The mean uncorrected p distances for the 16S gene between the terminal
sister-species in Fig. 1 are 5.6% between C. nanogularum (KwaZulu-Natal midlands) and C. parvum (highlands),
3.8% between C. striatum (KwaZulu-Natal) and C. kinangopensis (Kenya highlands), 1.4% between C. boettgeri
(widespread) and C. rhythmum (KwaZulu-Natal midlands), 1.7% between C. platys (Cape Peninsula) and C.
australis (southern Cape), and 2.4% between C. capense (Western Cape lowlands) and C. namaquense
(Namaqualand). The varying genetic differences between the terminal species pairs suggest that they did not arise
from common ancestors at about the same time. What speciation drivers might have been responsible?
The following speculative scenarios are offered as testable hypotheses once more genetic material is available,
and appropriate ingroup calibrations can be discovered. Explicit testing using techniques such as a relaxed-clock
analysis are required, which are beyond the scope of this paper.
16S divergence rates of the North African ranids Pelophyylax saharicus and Pelophylax bedriagae are about
1% per my (Avise et al. 1998). Rates for salamanders and newts are slower, between 0.4% (Caccone et al. 1997)
and 0.7% per my (Veith et al. 1998). Using the 1% per my rate, suggests that the approximate time of speciation for
these pairs is between 5.6–1.4 my. During this period there were large climate changes, many taking place very
rapidly (Adams et al. 1999).
Divergence of C. nanogularum and C. parvum. Based on the North African ranid calibration, these species
last shared a common ancestor about 5.6 mya. Presently C. parvum is found in high altitude grassland (Scott &
Minter 2004b), which is adjacent to the area where C. nanogularum is found. This age overlaps with the initiation
of the raising of the Karoo Plateau at around 5 mya (DeMenocal 2004), associated with an increase in aridity
leading to the spread of open savanna-mosaic habitats (Sepulchre et al. 2006). This drying of the environment may
be implicated in the splitting of the common ancestral population, with one part of the population in moist high
altitude refugia, and the other in moist forest remnants.
Divergence of C. striatum and C. kinangopensis. These species last shared a common ancestor around 3.8
mya. Today these species appear to be separated by over 3000 km, although the intervening areas have not been
adequately explored for these small frogs, and the discovery of additional species in the intervening areas might
cast new light on the question. C. kinangopensis is known from the high Aberdares above the rift valley of Kenya.
The rift reached a maximum uplift at the Plio-Pleistocene, with the major escarpments in Kenya being in place by 3
mya, following major local uplift between 5 and 2 mya in the Lake Tanganyika and Malawi areas. There was a
general drying out around 3 mya (DeMenocal 2004), associated with the formation of the high altitude topography
(Sepulchre et al. 2006). Further collecting is required to determine the actual ranges of these two species.
Divergence of C. boettgeri and C. rhythmum. These species last shared a common ancestor around 1.4 mya.
Despite the low p distance, these two species have very different advertisement calls and share no mt or nuc
haplotypes. C. boettgeri is widespread, but possibly sympatric with C. rhythmum in the KwaZulu-Natal midlands.
There is evidence for an increase in climate variability and aridity, that coincides with the intensification of the
northern glacial cycles (DeMenocal 2004) and a changeover in bovid and other fauna (Vrba et al. 1995), at around
1.2–0.8 mya. C. rhythmum may have developed in the remnant forests on the slopes of the Drakensberg Mountains,
with C. boettgeri restricted to moist environments elsewhere.
Divergence of C. platys and C. australis. These two species last shared a common ancestor about 1.7 mya. C.
platys is known from the Cape Peninsula and surrounding lowlands, while C. australis is known from the southern
AFRICAN DAINTY FROGS Zootaxa 3701 (5) © 2013 Magnolia Press · 541
Cape. They are presently separated by about 100 km, although more collecting in the intervening areas may show
that C. australis occurs much closer to Cape Town. Based on faunal and paleoclimate records, DeMenocal (2004)
recognised a variable, drier period around 1.8–1.6 mya. The Cape Peninsula sea levels fluctuated by -120 m to
+200 m from the Pliocene and Pleistocene ice-ages. The peninsula would have been a series of islands when the
sea covered the Cape Flats. This inundation of the Cape Flats has occurred many times, most recently around 19–
14 ka (Compton 2011). The Cape Peninsula provides sufficient high ground for populations of C. platys to have
survived, while the hills and mountains south of the Little Karoo would have provided moist habitat for C.
australis.
Divergence of C. namaquense and C. capense. These species are now adjacent, separated at about 32° S,
roughly by the Olifants River Valley. They last shared a common ancestor 2.4 mya. This coincides with an
increasingly variable climate and drier conditions at 2.9–2.4 mya (DeMenocal 2004). This period is also associated
with major faunal changes, including bovid turnover. The southern C. capense might have survived in the moist
highlands associated with the series of hills and mountains running north, bordering the coastal plain. C.
namaquense may have survived in the moist mountains south of Springbok.
Divergence of C. platys and C. rhythmum. These species differ by uncorrected p distances of 1.8 to 2.3,
suggesting they last shared a common ancestor about 2.3–1.8 mya. Around 2.2 mya Nambia was becoming more
arid, associated with increased coastal upwelling (Dupont et al. (2005). These species are found in South Africa in
different rainfall regimes: The clade including C. platys is in the winter-rainfall area, while the clade including C.
rhythmum is only known from the KwaZulu-Natal midlands, a summer-rainfall area. This is a common distribution
pattern among closely related organisms, such as chameleons (Tolley et al. 2008), reed frogs (Poynton 1964), and
some species of the ericoid genus Phylica (Richardson et al. 2001) although many plant groups show a much more
complicated history in the Cape Floral Region (Linder 2005). The origin of the Cape Flora can be traced back to 8–
7 mya when there was widespread aridification (Richardson et al. 2001). The reasons why dainty frogs should have
diverged around 2 mya, with clades in both winter and summer rainfall areas remains unclear.
Shared nuclear haplotypes. The very few shared haplotypes we identified may result from incomplete
lineage sorting of ancestral polymorphisms, or more recent hybridisation. Regarding the comparatively young age
of the recovered lineages this is to expected since it takes much more time to reach complete sorting for nuclear
genes than it does for mitochondrial genes (Moore 1995). The species pairs sharing tyr haplotypes (C. nanum/C.
rhythmum - 2 haplotypes; C. boettgeri/C. striatum - 1 haplotype; C. australis/C. platys - 1 haplotype) are found in
sympatry or near sympatry. Both C. nanum and C. rhythmum are sympatric in the KwaZulu-Natal midlands; C.
boettgeri and C. striatum are sympatric in the KwaZulu-Natal midlands; and C. australis and C. platys are
separated by a small distance, although further collecting may show that they, too, are sympatric. They may have
been sympatric in the recent past before the last inundation of the Cape Flats by high sea levels. Only the latter pair
are closely related sister species. This could be evidence of hybridisation in now sympatric species, which cannot
be ruled out in environments where populations may have been isolated and reunited for different amount of time
in the past. This aspect should be further investigated.
There is presently insufficient evidence to confirm or reject these speciation hypotheses, although the climate
and faunal data are compelling.
Provisional key to males of the species of Cacosternum.
Notes: This key needs to be tested against more specimens, as the variation in each species is not well understood.
Advertisement calls are a reliable tool for identification.
1 A pair of large glands above the vent . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . Cacosternum capense
1' No large skin glands above vent . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 2
2 Webbing reaches proximal subarticular tubercle of fourth toe . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . Cacosternum leleupi
2' No webbing present. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 3
3 Tympanum visible, at least on one side. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . Cacosternum kinangopensis
3' Tympanum not visible . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 4
4 From above, nostril situated at least three nostril diameters from anterior margin of snout. . . . . . . . . . Cacosternum karooicum
4' Nostril situated within one nostril diameter of anterior margin of snout . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 5
5 Dorsal skin glands form an hourglass pattern . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 6
542 · Zootaxa 3701 (5) © 2013 Magnolia Press CHANNING ET AL.
5' Skin glands do not form an hourglass pattern . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 7
6 Inner metatarsal tubercle as wide as tip of first toe. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . Cacosternum nanogularum
6' Inner metatarsal tubercle twice width of tip of first toe . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . Cacosternum aggestum
7 Dorsal skin glands form longitudinal dorsolateral ridges . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 8
7' No glandular ridges on dorsum . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 9
8 Inner metatarsal tubercle as wide as proximal tubercle of first toe. . . . . . . . . . . . . . . . . . . . . . . . . . . Cacosternum nanogularum
8' Inner metatarsal tubercle twice width of tip of first toe . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .Cacosternum parvum
9 Supratympanic fold forms a thickened saddle . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 10
9' Supratympanic fold is straight or indistinct . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 12
10 Inner metatarsal tubercle as wide as tip of first toe. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . Cacosternum boettgeri
10' Inner metatarsal tubercle as wide as tip of first toe. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 11
11 Rictal gland prominent and smooth . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .Cacosternum namaquense
11' Rictal gland indistinct, interrupted . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . Cacosternum striatum
12 Inner metatarsal tubercle twice width of tip of first toe . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . Cacosternum plimptoni
12' Inner metatarsal tubercle as wide as proximal tubercle of first toe. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 13
13 Rictal gland smooth, uninterrupted . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .Cacosternum australis
13' Rictal gland interrupted . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 14
14 Belly with grey spots, throat with dark margin . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . Cacosternum nanum
14' Belly with brown spots, no dark margin of throat. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . Cacosternum platys
Acknowledgements
We would like to acknowledge the outstanding assistance of Atamato Madrandele, Chief Warden of the Upemba
National Park in the DRC. We note with concern that he was subsequently ambushed and killed by a local mai mai
rebel group, December 16, 2012. This will set back research in the area. Atherton de Villiers and staff at
Vrolijkheid NR from CapeNature are thanked for providing material of C. australis. Ciff Dorse collected material
at Montague Pass and Vissershok, James Harvey collected material in the KwaZulu-Natal midlands. AC
acknowledges funding from the National Research Foundation and the University of the Western Cape.
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AFRICAN DAINTY FROGS Zootaxa 3701 (5) © 2013 Magnolia Press · 545
APPENDIX 1. Material examined, listing species, voucher, locality, coordinates and GenBank accession numbers. All
specimens are from South Africa unless otherwise indicated.
SPECIES SOURCE Latitude; longitude GenBank
C. aggestum MHNG 2690.25 Klipheuwel 33° 41' 45" S; 18° 43' 18" E KF144411,
KF144571 (tyr)
C. aggestum MHNG 2690.26 Klipheuwel 33° 41' 45" S; 18° 43' 18" E KF144412,
KF144541 (tyr)
C. aggestum MHNG 2690.27 Klipheuwel 33° 41' 45" S; 18° 43' 18" E KF144413,
KF144570 (tyr)
C. aggestum MHNG 2699.40 Vissershok, Cape Town 33° 46' 11" S; 18° 31' 34" E KF144414,
KF144569 (tyr)
C. australis MHNG 2699.34 Robertson 33° 57' 15" S; 19° 56' 28" E KF144415
C. australis MHNG 2699.35 Robertson 33° 57' 15" S; 19° 56' 28" E KF144416,
KF144580 (tyr)
C. australis MHNG 2699.39 Grootvadersbosch 33° 59' 05" S; 20° 48' 39" E KF144417,
KF144572 (tyr)
C. australis MHNG 2699.41 Pearly Beach 34° 39' 30" S; 19° 29' 19" E KF144418,
KF144568 (tyr)
C. australis MHNG 2699.42 Pearly Beach 34° 39' 30" S; 19° 29' 19" E KF144419,
KF144581 (tyr)
C. australis MHNG 2740.19 Vrolijkheid Nature Reserve 33° 57' 15" S; 19° 56' 28" E KF144420,
KF144540 (tyr)
C. boettgeri MHNG 2709.036 Keetmanshoop, Namibia 26° 34' 59" S; 18° 07' 59" E KF144421
KF144527 (tyr)
C. boettgeri MHNG 2740.21 Maclear, 5 km W 31° 02' 05" S; 28° 17' 43" E KF144422
C. boettgeri MHNG 2740.22 Matatiele road stop 1 30° 20' 56" S; 28° 49' 42" E KF144423,
KF144534 (tyr)
C. boettgeri MHNG 2740.23 Matatiele road stop 1 30° 20' 56" S; 28° 49' 42" E KF144424,
KF144528 (tyr)
C. boettgeri MHNG 2740.24 Matatiele road stop 1 30° 20' 56" S; 28° 49' 42" E KF144425
C. boettgeri MHNG 2740.25 Matatiele road stop 2 30° 21' 13" S; 28° 51' 35" E KF144426,
KF144526 (tyr)
C. boettgeri MHNG 2740.26 Matatiele road stop 2 30° 21' 13" S; 28° 51' 35" E KF144427,
KF144529 (tyr)
C. boettgeri MHNG 2740.27 Maselspoort road 28° 58' 17" S; 26° 21' 17" E KF144428
C. boettgeri MHNG 2740.28 Maselspoort road 28° 58' 17" S; 26° 21' 17" E KF144429
C. boettgeri MHNG 2740.29 Maselspoort road 28° 58' 17" S; 26° 21' 17" E KF144430,
KF144539 (tyr)
C. boettgeri MHNG 2740.30 Maselspoort road 28° 58' 17" S; 26° 21' 17" E KF144431,
KF144530 (tyr)
C. boettgeri MHNG 2740.31 Farm The Vale 32° 11' 56" S; 22° 50' 29" E KF144432
C. boettgeri MHNG 2740.32 Farm The Vale 32° 11' 56" S; 22° 50' 29" E KF144433,
KF144560 (tyr)
C. boettgeri MHNG 2740.33 Farm The Vale 32° 11' 56" S; 22° 50' 29" E KF144434
C. boettgeri MHNG 2709.39 Ladismith 33° 29' 24" S; 21° 16' 00" E KF144435
C. boettgeri MHNG 2709.40 Franklin 6.3 km SE 30° 21' 46" S; 29° 30' 26" E KF144436
C. boettgeri MHNG 2709.41 Franklin 6.3 km SE 30° 21' 46" S; 29° 30' 26" E KF144437
C. boettgeri Hardap Dam, Mariental, 24° 33' 00" S; 17° 55' 59" E AF215414
Namibia
C. boettgeri Namibia DQ347299
C. boettgeri MHNG 2740.37 Kubusi Forest, Amatola Mts 32° 34' 00" S; 27° 18' 57" E KF144438
......continued on the next page
546 · Zootaxa 3701 (5) © 2013 Magnolia Press CHANNING ET AL.
APPENDIX 1. (Continued)
SPECIES SOURCE Latitude; longitude GenBank
C. boettgeri MHNG 2740.38 Kubusi Forest, Amatola Mts 32° 34' 00" S; 27° 18' 57" E KF144439
C. boettgeri MHNG 2740.39 Kubusi Forest, Amatola Mts 32° 34' 00" S; 27° 18' 57" E KF144440
C. boettgeri MHNG 2740.40 Baviaanskloof at Enkeldoorn 33° 39' 13" S; 24° 29' 57" E KF144441
C. boettgeri MHNG 2740.41 Lebombo, 11 km SE Big Bend 26° 54' 00" S; 32° 01' 00" E KF144442
C. boettgeri MHNG 2740.42 Lebombo, 11 km SE Big Bend 26° 54' 00" S; 32° 01' 00" E KF144443
C. boettgeri MHNG 2740.43 Lebombo, 11 km SE Big Bend 26° 54' 00" S; 32° 01' 00" E KF144444
C. boettgeri MHNG 2740.36 Acornhoek 24° 35' 55" S; 31° 05' 08" E KF144445
C. boettgeri MHNG 2740.44 Farm Lemoenfontein, 35 km SE 30° 48' 34" S; 23° 39' 25" E KF144446
Britstown
C. boettgeri MHNG 2740.45 Farm Lemoenfontein, 35 km SE 30° 48' 34 S; 23° 39' 25 E KF144447
Britstown
C. boettgeri MHNG 2740.46 Farm Lemoenfontein, 35 km SE 30° 48' 34 S; 23° 39' 25 E KF144448
Britstown
C. boettgeri MHNG 2740.47 Farm Lemoenfontein, 35 km SE 30° 48' 34 S; 23° 39' 25 E
Britstown
C. boettgeri MHNG 2740.48 Farm Lemoenfontein, 35 km SE 30° 48' 34 S; 23° 39' 25 E KF144449
Britstown
C. boettgeri MHNG 2740.49 Farm Lemoenfontein, 35 km SE 30° 48' 34 S; 23° 39' 25 E KF144450
Britstown
C. boettgeri MHNG 2740.50 Farm Kareehoek, 30 km N 30° 09' 42" S; 23° 27' 37" E KF144452
Britstown
C. boettgeri MHNG 2740.51 Farm Kareehoek, 30 km N 30° 09' 42" S; 23° 27' 37" E KF144453
Britstown
C. boettgeri MHNG 2740.52 Farm Kareehoek, 30 km N 30° 09' 42" S; 23° 27' 37" E KF144454
Britstown
C. boettgeri MHNG 2740.53 Farm Kareehoek, 30 km N 30° 09' 42" S; 23° 27' 37" E KF144455
Britstown
C. boettgeri MHNG 2740.54 Farm Kareehoek, 30 km N 30° 09' 42" S; 23° 27' 37" E KF144456
Britstown
C. boettgeri MHNG 2740.55 Kuruman 27° 27' 00" S; 23° 25' 59" E KF144457
C. boettgeri MHNG 2740.56 Bamboesberg 31° 25' 03" S; 26° 05' 00" E KF144458
C. boettgeri MHNG 2740.57 Bamboesberg 31° 25' 03" S; 26° 05' 00" E KF144459
C. boettgeri MHNG 2740.58 Bamboesberg 31° 25' 03" S; 26° 05' 00" E KF144460
C. boettgeri MHNG 2740.59 Bamboesberg 31° 25' 03" S; 26° 05' 00" E KF144461
C. boettgeri MHNG 2740.65 Bamboesberg 31° 25' 03" S; 26° 05' 00" E KF144462
C. boettgeri MHNG 2740.60 Bamboesberg 31° 25' 03" S; 26° 05' 00" E KF144463
C. boettgeri MHNG 2740.61 Bamboesberg 31° 25' 03" S; 26° 05' 00" E KF144464
C. boettgeri MHNG 2740.62 Jansenville 32° 55' 59" S; 24° 40' 00" E KF144465
C. boettgeri MHNG 2740.63 Jansenville 32° 55' 59" S; 24° 40' 00" E KF144466
C. boettgeri MHNG 2740.64 Jansenville 32° 55' 59" S; 24° 40' 00" E KF144467
C. capense MHNG 2690.23 Klipheuwel 33° 41' 45" S; 18° 43' 18" E KF144468,
KF144548 (tyr)
C. capense MHNG 2690.24 Klipheuwel 33° 41' 45" S; 18° 43' 18" E KF144469,
KF144547 (tyr)
C. capense TMSA 84242 Klipheuwel 33° 41' 45" S; 18° 43' 18" E DQ022354
C. karooicum MHNG 2740.67 Vrolijkheid Nature Reserve 33° 57' 15" S; 19° 56' 28" E KF144470,
KF144574 (tyr)
......continued on the next page
AFRICAN DAINTY FROGS Zootaxa 3701 (5) © 2013 Magnolia Press · 547
APPENDIX 1. (Continued)
SPECIES SOURCE Latitude; longitude GenBank
C. karooicum MHNG 2740.68 Vrolijkheid Nature Reserve 33° 57' 15" S; 19° 56' 28" E KF144471,
Tadpole KF144575 (tyr)
C. kinangopensis NMK A/4372 Murungaru, North Kinangop, 00° 34' 23" S; 36° 29' 29" E EU978471
Kenya KF144583 (tyr)
C. leleupi MHNG 2740.69 3 km NW Lusinga, Democratic 08° 54' 33" S; 27° 11' 35" E KF144472,
Republic of Congo KF144531 (tyr)
C. leleupi MHNG 2740.70 3 km NW Lusinga, Democratic 08° 54' 33" S; 27° 11' 35" E KF144473
Republic of Congo
C. namaquense MHNG 2699.43 Arakoep 30° 07' 00" S; 17° 55' 00" E KF144474,
KF144582 (tyr)
C. namaquense MHNG 2699.44 Arakoep 30° 07' 00" S; 17° 55' 00" E KF144475,
KF144576 (tyr)
C. namaquense MHNG 2699.45 Arakoep 30° 07' 00" S; 17° 55' 00" E KF144476,
KF144578 (tyr)
C. namaquense South Africa HQ014419
C. nanogularum MHNG 2740.77 Nkandla 28 51' 04" S; 31 12' 27" E KF144477
C. nanogularum MHNG 2740.78 Nkandla 28 51' 04" S; 31 12' 27" E KF144478
C. nanogularum MHNG 2740.79 Manyiseni, Lebombo Mts 26° 51' 21" S; 32° 02' 34" E KF144479,
KF144559 (tyr)
C. nanogularum MHNG 2740.80 Manyiseni, Lebombo Mts 26° 51' 21" S; 32° 02' 34" E KF144480,
KF144550 (tyr)
C. nanogularum MHNG 2740.81 Manyiseni, Lebombo Mts 26° 51' 21" S; 32° 02' 34" E KF144481,
KF144558 (tyr)
C. nanogularum MHNG 2740.82 Manyiseni, Lebombo Mts 26° 51' 21" S; 32° 02' 34" E KF144482,
KF144546 (tyr)
C. nanogularum MHNG 2740.83 Manyiseni, Lebombo Mts 26° 51' 21" S; 32° 02' 34" E KF144483,
KF144549 (tyr)
C. nanum MHNG 2740.84 Maclear 31° 02' 57" S; 28° 17' 44" E KF144484
C. nanum MHNG 2740.85 Hogsback 32° 35' 36" S; 26° 55' 55" E KF144485
KF144555 (tyr)
C. nanum MHNG 2740.86 Hogsback 32° 35' 36" S; 26° 55' 55" E KF144486,
KF144551 (tyr)
C. nanum MHNG 2740.87 Hogsback 32° 35' 36" S; 26° 55' 55" E KF144487,
KF144544 (tyr)
C. nanum MHNG 2740.88 Hogsback 32° 35' 36" S; 26° 55' 55" E KF144488
KF144552 (tyr)
C. nanum MHNG 2740.89 Maclear 31° 02' 05" S; 28° 17' 14" E KF144489,
KF144577 (tyr)
C. nanum MHNG 2740.90 Maclear 31° 02' 05" S; 28° 17' 14" E KF144490,
KF144542 (tyr)
C. nanum MHNG 2740.91 Montague Pass, base 33° 55' 33" S; 22° 25' 03" E KF144491
KF144553 (tyr)
C. nanum RCBS2045 Malalotja, Swaziland 26° 05' 53" S; 31° 05' 56" E AY838886
C. nanum TMSA83951 Swaziland DQ022353
C. nanum MHNG 2740.92 Kubusi 32 33' 40" S; 27 18' 56" E KF144492
C. nanum MHNG 2740.93 Kubusi 32 33' 40" S; 27 18' 56" E KF144493
C. nanum MHNG 2740.94 Kubusi 32 33' 40" S; 27 18' 56" E KF144494
C. nanum MHNG 2740.95 Baviaanskloof 33 37' 03" S; 24 25' 48" E KF144495
C. nanum MHNG 2740.96 Goukamma 34 03' 52" S; 22 56' 34" E KF144496
......continued on the next page
548 · Zootaxa 3701 (5) © 2013 Magnolia Press CHANNING ET AL.
APPENDIX 1. (Continued)
SPECIES SOURCE Latitude; longitude GenBank
C. nanum MHNG 2740.97 Baviaanskloof 33 37' 03" S; 24 25' 48" E KF144497
C. nanum MHNG 2740.98 Qudeni 28 30' 22" S; 30 50' 04" E KF144498
C. nanum MHNG 2740.99 Cedarville 25 km SW 30° 35' 08" S; 28° 53' 17" E KF144499,
KF144543 (tyr)
C. nanum MHNG 2740.100 Cedarville 25 km SW 30° 35' 08" S; 28° 53' 17" E KF144500
C. nanum MHNG 2741.1 High Waters Farm, 19 km SW 30° 31' 41" S; 28° 54' 12" E KF144501,
Cedarville KF144556 (tyr)
C. parvum MHNG 2741.2 Mariepskop 24° 32' 24" S; 30° 52' 11" E KF144502
C. parvum MHNG 2741.3 Mariepskop near top 24° 32' 24" S; 30° 52' 11" E KF144503,
KF144557 (tyr)
C. platys MHNG 2709.30 Noordhoek 35° 04' 50" S; 18° 23' 40" E KF144504,
KF144573 (tyr)
C. platys MHNG 2709.31 Noordhoek 35° 04' 50" S; 18° 23' 40" E KF144505,
KF144536 (tyr)
C. platys MHNG 2709.32 Noordhoek 35° 04' 50" S; 18° 23' 40" E KF144506,
KF144562 (tyr)
C. platys MHNG 2709.33 Noordhoek 35° 04' 50" S; 18° 23' 40" E KF144507,
KF144564 (tyr)
C. platys MHNG 2709.34 Noordhoek 35° 04' 50" S; 18° 23' 40" E KF144508,
KF144579 (tyr)
C. platys MHNG 2709.35 Noordhoek 35° 04' 50" S; 18° 23' 40" E KF144509,
KF144565 (tyr)
C. platys MHNG 2699.36 Kenilworth 33° 59' 52" S; 18° 29' 01" E KF144510,
KF144566 (tyr)
C. platys MHNG 2699.37 Kenilworth 33° 59' 52" S; 18° 29' 01" E KF144511,
KF144567 (tyr)
C. platys MHNG 2699.38 Kenilworth 33° 59' 52" S; 18° 29' 01" E KF144512,
KF144563 (tyr)
C. platys ES 745 Kenilworth 33° 59' 52" S; 18° 29' 01" E DQ022352
C. plimptoni Meserani, Tanzania 03° 24' 36" S; 36° 29' 45" E EU978472
C. rhythmum AACRG416 Drakensberg Gardens 29° 27' 04" S; 29° 15' 10" E KF144513
C. rhythmum AACRG417 Drakensberg Gardens 29° 27' 04" S; 29° 15' 10" E KF144514,
KF144532 (tyr)
C. rhythmum AACRG418 Drakensberg Gardens 29° 27' 04" S; 29° 15' 10" E KF144515,
KF144545 (tyr)
C. rhythmum MHNG 2741.13 Fort Nottingham 30 50' 04" S; 28 30' 22" E KF144516,
KF144535 (tyr
C. rhythmum MHNG 2741.14 Fort Nottingham 29 56' 19" S; 29 24' 27" E KF144517,
KF144537 (tyr)
C. rhythmum MHNG 2741.15 Qudeni 28 30' 22" S; 30 50' 04" E KF144518
C. rhythmum MHNG 2741.16 Qudeni 28 30' 22" S; 30 50' 04" E KF144519
C. rhythmum MHNG 2741.17 Qudeni 30 50' 04" S; 28 30' 22" E KF144520
C. rhythmum MHNG 2741.18 Glencoe, 12 km W 28° 08' 07" S; 30° 02' 45" E KF144521,
KF144538 (tyr)
C. rhythmum MHNG 2741.19 Glencoe, 12 km W 28° 08' 07" S; 30° 02' 45" E KF144522
C. striatum MHNG 2741.20 Mpur Forest 30 16' 52" S; 29 34' 55" E KF144523,
KF144561 (tyr)
C. striatum MHNG 2741.21 Mpur Forest 30 16' 52" S; 29 34' 55" E KF144524,
KF144533 (tyr)
C. striatum MHNG 2741.22 Mpur Forest 30 16' 50" S; 29 34' 56" E KF144525
AFRICAN DAINTY FROGS Zootaxa 3701 (5) © 2013 Magnolia Press · 549
550 · Zootaxa 3701 (5) © 2013 Magnolia Press CHANNING ET AL.
Animal Conservation. Print ISSN 1367-9430
SUPPLEMENT ARTICLE
Widespread occurrence of the amphibian chytrid fungus
in Kenya
J. Kielgast1, D. Rodder
¨ 2
, M. Veith2 & S. Lotters
¨ 2
1 Department of Biology, University of Copenhagen, Copenhagen, Denmark
2 Department of Biogeography, Trier University, Trier, Germany
Abstract
Keywords
Amphibians at the global scale are dramatically declining and the pathogenic
amphibian decline; Batrachochytrium
fungus Batrachochytrium dendrobatidis (Bd) has been suggested to be an important
dendrobatidis; chytridiomycosis; ‘out of
Africa’; endemic; enzootic; Kenya; Africa.
driver in this biodiversity crisis. Increasing evidence points towards the global
emergence of Bd being a panzootic caused by pathogen pollution. Africa has been
Correspondence
suggested to be the origin of the pathogen but remains one of the least-studied
J. Kielgast, Department of Biology, Section
areas. We have conducted the most comprehensive survey on the continent to date
for Evolution and Microbiology, University focusing on Kenya for investigating taxonomic and environmental components in
of Copenhagen, Universitetsparken 15, the distribution of Bd in tropical Africa. Eleven sites along a 770 km transect from
2100 Copenhagen, Denmark. the coast up to the border of Uganda were surveyed. Using quantitative PCR, we
Email: jkielgast@snm.ku.dk screened 861 samples from 23 different species in nine genera. The pathogen was
confirmed at all studied sites, with an overall prevalence of 31.5%. No dead or
Received 15 February 2009; accepted 15 symptomatic specimens were found and no declines have been reported in the
June 2009 region so far. Both prevalence and parasite load ranged from the detection limit to
some of the highest ever reported. The parasite load showed a significant
doi:10.1111/j.1469-1795.2009.00297.x taxonomic bias and a strong inverse correlation with temperature. Our findings
suggest that Bd may be enzootic in the region. We recommend that further
research should focus on comparative experimental studies of susceptibility to Bd
in African species. Moreover, we stress the need for improved knowledge on the
conservation status of the tropical African amphibian fauna to confirm the
enzootic nature of widespread Bd infections.
spread (James et al., 2009). This is supported by empirical
Introduction evidence of a wave-like emergence of disease in the Neo-
Amphibians are the most drastically declining vertebrates tropics (Lips et al., 2008).
on our planet, with nearly one-third of the c. 6400 known The large-scale dissemination of Bd has been suggested to
species being threatened with extinction under the IUCN be human mediated and data on the international trade of
Red List (Stuart et al., 2008). This biodiversity crisis is amphibian species underline the potential for pathogen
developing globally at a rate only paralleled by mass extinc- pollution (e.g. Daszak et al., 2006; Fisher & Garner, 2007;
tion events in geological time (Mendelson III et al., 2006; Walker et al., 2008). The point of origin is therefore a central
Wake & Vredenburg, 2008). Epizootics of the disease question towards an understanding of the epidemiology of
chytridiomycosis, caused by the parasitic fungus Batracho- this disease. It has been advocated, based on evidence from
chytrium dendrobatidis (Bd), have been proposed to play an clawed frogs (genus Xenopus), that an ‘out of Africa’
important role as the proximate cause of the rapid decline of scenario is plausible (Weldon et al., 2004). This was founded
more than 200 amphibian species (Skerratt et al., 2007). This on the oldest known record of Bd, a temporally constant Bd
is supported by well-documented aetiology in focal studies prevalence in museum collections and disease resistance.
of population decline in North America (e.g. Rachowicz Moreover, a dissemination pathway exists via worldwide
et al., 2006), Central America (e.g. Lips et al., 2006), Europe trade in these frogs beginning as early as the 1930s – first
(e.g. Bosch, Mart ´ınez-Solano & Garc ´ıa-Par ´ıs, 2001) and used for a pregnancy assay and subsequently as a model
Australia (e.g. Schloegel et al., 2006). Bd shows a remark- animal in biological and medical teaching and research
ably low host specificity and has now been detected in more (Weldon et al., 2004; Weldon, De Villiers & Du Preez, 2007).
than 400 different anuran and salamander species on all The ‘out of Africa’ hypothesis has been frequently re-
continents on which amphibians occur (Fisher, 2008). How- ferred to in the literature. However, research on Bd has so
ever, molecular studies strongly indicate that Bd’s current far suffered from a geographic bias, whereby Africa has
geographic distribution is the result of a recent panzootic largely been left unstudied. Owing to the lack of apparent
Animal Conservation 13, Suppl.1 (2010) 1–8
c 2009 The Authors. Journal compilation
c 2009 The Zoological Society of London 1
Amphibian chytrid fungus in Kenya J. Kielgast et al.
barriers to Bd within the continent, we hypothesize that an underlying prevalence of 10% (following Cannon & Roe,
‘out of Africa’ scenario would render widespread occurrence 1982). Only post-metamorphic and adult anurans were
of Bd in suitable habitats. Furthermore, if the host–patho- sampled (as caecilians were not found and salamanders are
gen system has co-evolved in the African herpetofauna, absent). Recommended disinfection and containment pro-
some intrinsic factors characterizing its interactions are cedures were followed to avoid transmission and dissemina-
likely to differ from the epizootic range, that is parameters tion of the pathogen (see Speare et al., 2004). Specimens
such as virulence and host specificity. Here we examine the were caught by hand or, in a few cases, by dip-nets and
host–pathogen system in tropical Africa using landscape- placed individually into plastic bags. Transmission of Bd
diverse Kenya as a representative. For the first time, we between individuals was eliminated by collecting the speci-
investigate multiple localities and host taxa with quantita- mens wearing a latex glove or a plastic bag on the hand.
tive methods and present the most comprehensive survey of Diagnostic sampling was carried out using a diagnostic fine-
Bd conducted in Africa so far. tip dry swab (Medical Wire & Equipment, MW-100) by
comprehensively swabbing each specimen’s dorsum, ven-
trum, both lateral sides, the dorsal and ventral surface of
Materials and methods hind limbs, toes and toe webbing. A fresh pair of latex gloves
From 16 September to 22 October 2006, fieldwork was was used for every specimen to avoid contamination of
carried out at 11 localities along a 770 km transect from the samples. Voucher specimens to validate the taxonomic
Kenyan coast up to the border of Uganda covering semi- identification (following Channing & Howell, 2006) of all
humid and humid habitats at an altitudinal range of sampled species (Appendix S2) were deposited at National
159–3100 m a.s.l. (Fig. 1, Appendix S1). The time of sam- Museums of Kenya (NMK), Nairobi and Zoologisches
pling targeted the beginning of the ‘short rains’ of the Forschungsmuseum Alexander Koenig (ZFMK), Bonn.
bimodal precipitation pattern. No information on the sea- Swabs were stored as cool as possible in the field and
sonality of Bd infection dynamics in Africa is available but thereafter at 20 1C until processing.
sampling took place corresponding well with the recommen- For Bd analysis, 861 samples from 23 different species in
dations given for sampling in Australia, for example, focus- nine genera (Appendix S2) were analysed by quantitative
ing on the cold season (Kriger & Hero, 2006; Skerratt et al., PCR, following the protocol of Boyle et al. (2004), but
2008). Approximately 1500 specimens were examined in situ running each sample in two replicates. Samples were identi-
during the survey. A minimum of 30 individual diagnostic fied as positive for Bd if a clear log-linear amplification was
samples for Bd per species and locality was targeted to observed for both replicates and genomic equivalents (GE)
enable 95% probability of detecting a positive assuming an quantified according to standards yielded above 0.5. If
Figure 1 Study sites in Kenya sampled for Batrachochytrium dendrobatidis: 1, Saiwa Swamp National Park; 2, Mt. Elgon National Park; 3,
Kakamega Forest National Reserve; 4, Thompson Falls; 5, Aberdares National Park (moorlands); 6, Aberdares National Park (Salient); 7, Tigoni
Dam; 8, Nairobi (Karens); 9, Taita Hills (Mwundanyi); 10, Taita Hills (Mwatate); 11, Shimba Hills National Parc (see Appendix S1).
2 Animal Conservation 13, Suppl.1 (2010) 1–8
c 2009 The Authors. Journal compilation
c 2009 The Zoological Society of London
J. Kielgast et al. Amphibian chytrid fungus in Kenya
between-replicate standard deviation on the GE was higher w2 = 67.57, Po0.001). Hence, we can conclude that our
than either of the quantified replicates, or only one replicate results strongly indicate a taxonomical component to the
amplified above the detection threshold, the sample was re- abundance and intensity of infection at the time of sampling.
run. If this also yielded equivocal results, the sample was There was no significant difference in the median parasite
identified as negative. The mean GE of positive samples was load across all genera containing more than a single infected
regarded as an index for parasite load. individual (exact two-sided, P= 0.077). Regression analysis
Fisher’s exact test was used for comparing Bd prevalence on climate variables indicates a negative correlation between
in the sampled genera. The parasite loads were compared by temperature and prevalence during the sampling period.
a rank-based generalized linear model (using SAS 9.1 This pattern strongly co-varies with altitudinal distribution
Statistical package). Detected GE loads within a locality and shows an increase in the frequency of Bd infection with
were percentile ranked by partitioning them into 100 groups altitude. At the same time, the general precipitation pattern
in which the smallest received a value of 0 and the largest was not found to correlate with prevalence (Fig. 2).
value received a value of 99. Thus, the influence of sample
size and locality-specific parasite abundance was removed,
enabling comparison of interspecific parasite load across
Discussion
localities in a generalized linear model. The GE loads Using landscape-diverse Kenya as a representative, we have
present in the investigated genera were further compared examined the Bd host–pathogen system in tropical Africa.
by the distribution-free mood’s median test using Quantita- Bd was detected at all investigated sites, indicating that it is
tive Parasitology 3.1 (http://www.zoologia.hu/qp/qp.html). ubiquitous in the sampled habitat types and may be wide-
In order to assess the relationships between climate spread in tropical Africa. We furthermore found that the
conditions during the surveys and Bd prevalence among prevalence and intensity of Bd infection correlated with the
sites, we extracted information on current climate (mini- taxonomic and climatic patterns in the sampled region.
mum and maximum temperature and precipitation) and Our results suggest that there is a taxonomic component
topography from the Worldclim database, version 1.4 to Bd susceptibility in the anuran communities studied.
(http://www.worldclim.org). This is a climate model based Susceptibility appeared to be highest in the genus Amietia
on the weather conditions recorded between 1950 and 2000 (Ranidae), which consistently showed a high prevalence and
with a grid cell resolution of 30 arc sec (Hijmans et al., 2005) parasite load. The genera Ptychadena (Ptychadenidae) and
and was created by interpolation using a thin-plate smooth- Hyperolius (Hyperoliidae) exhibited intermediate infection
ing spline of observed climate at weather stations with levels and members of the genus Xenopus (Pipidae) were
latitude, longitude and elevation as independent variables seldom infected. Interestingly, the median parasite load of
(Hutchinson, 1995; 2004). The relationships between local- infected individuals was not taxonomically biased, indicat-
ity-level prevalence and environmental factors were assessed ing that the extreme ends of the intensity distribution
with simple linear regressions calculated with Xlstat 2009 constitute the difference.
(http://www.addinsoft.com). During our survey, despite extensive collection efforts, no
dead or moribund anurans were encountered, nor were any
clinical symptoms of chytridiomycosis observed. Even the
Results most heavily infected individuals carrying a parasite load of
All 11 sampled localities were Bd positive, with a prevalence over one million GE appeared to be in a good body
from 4 to 71% and an overall mean of 31.5% (Table 1, condition. The high prevalence of Bd and the large number
Appendix S2). Parasite load ranged from the detection of sub-clinically infected individuals may suggest that the
threshold up to more than one million GE. The highest pathogen is enzootic in and possibly native to the studied
parasite load coincided with the highest genus-specific pre- region. However, considering the cryptic disease progres-
valence at a stream habitat in the moorlands of Aberdares sion characteristic for chytridiomycosis, it is not possible to
National Park (Fig. 1), where only a single species, Amietia exclude that it may be causing mortality in the studied
wittei (Ranidae), was sampled. The distribution of Bd populations undetected. Sub-clinical infections can build
parasite load was heavily aggregated in a small subset of up to a threshold, with symptoms only occurring in the
samples with extremely high GE loads as illustrated by the terminal phase of disease (see e.g. Carey et al., 2006; Voyles
variance/mean ratio (Table 1). However, a high parasite et al., 2007), and field observations equivalent to ours have
load was generally unusual throughout the survey, as even been made just before mass die-offs (Woodhams et al.,
indicated by the median mirroring central tendency for GE 2007). Furthermore, an enzootic state of Bd may be a
load in the infected fraction of samples (Table 1). Again, the consequence of populations being in a post-decline phase
sampled A. wittei from Aberdares National Park displayed and that declines were merely not observed as they hap-
unusually high values with a median in the parasitized pened. There are now numerous examples of enzootic Bd
fraction of 3966 GE. Evaluating potential taxonomic bias infection in amphibian populations globally (Retallick,
in the distribution of Bd, we found a significant difference in McCallum & Speare, 2004; McDonald et al., 2005; Long-
the proportion of infected individuals across all sampled core et al., 2007; Brem & Lips, 2008; Woodhams et al., 2008;
genera (exact two-sided, Po0.001). The parasite load simi- Padgett-Flohr & Hopkins, 2009), and recent compelling
larly showed a significant effect of genus (n = 861, d.f. = 8, evidence suggests that Bd can have a marked impact even
Animal Conservation 13, Suppl.1 (2010) 1–8
c 2009 The Authors. Journal compilation
c 2009 The Zoological Society of London 3
Amphibian chytrid fungus in Kenya J. Kielgast et al.
Table 1 Summary statistics for the distribution of Batrachochytrium dendrobatidis (Bd) across localities (see Fig. 1, Appendix S1) and genera
surveyed
Specimens Variance/mean
sampled Bd positive Prevalence (CI)a Max GE Mean GE Median GE ratio
Locality
Aberdares National Park (moorlands) 31.00 22.00 0.71 (0.53–0.84) 1 003 737.00 95 146.00 3966.00 739 406.00
Aberdares National Park (Salient) 111.00 43.00 0.39 (0.30–0.48) 120 350.00 7144.00 48.00 73 771.00
Kakamega Forest National Park 72.00 12.00 0.17 (0.10–0.27) 52 232.00 6059.00 96.00 40 414.00
Mt. Elgon National Park 11.00 5.00 0.46 (0.20–0.74) 14 610.00 2938.00 6.00 14 512.00
Nairobi (Karens) 109.00 27.00 0.25 (0.17–0.34) 48 945.00 2543.00 12.00 39 526.00
Saiwa Swamp National Park 126.00 62.00 0.49 (0.40–0.58) 227 779.00 5145.00 24.00 176 607.00
Shimba Hills National Park 150.00 6.00 0.04 (0.02–0.09) 9.00 6.00 6.00 7.00
Taita Hills (Mwatate) 21.00 4.00 0.19 (0.07–0.40) 980.00 296.00 101.00 828.00
Taita Hills (Mwundanyi) 116.00 34.00 0.29 (0.21–0.38) 10 395.00 587.00 7.00 6185.00
Thompson Falls 71.00 47.00 0.66 (0.54–0.76) 20 336.00 1124.00 65.00 9780.00
Tigoni Dam 50.00 9.00 0.18 (0.09–0.31) 565.00 83.00 12.00 443.00
Genus
Afrixalus (Hyperoliidae) 18.00 2.00 0.11 (0.02–0.33) 4.00 4.00 4.00 3.00
Amietia (Ranidae) 81.00 49.00 0.61 (0.49–0.71) 1 003 737.00 49 327.00 133.00 680 415.00
Amietophrynus (Bufonidae) 13.00 3.00 0.23 (0.07–0.52) 5.00 5.00 5.00 4.00
Hyperolius (Hyperoliidae) 418.00 180.00 0.43 (0.38–0.48) 120 350.00 2579.00 30.00 56 624.00
Kassina (Hyperoliidae) 30.00 1.00 0.03 (0.00–0.18) 2.00 2.00 2.00 2.00
Leptopelis (Arthroleptidae) 20.00 0.00 0.00 (0.00–0.17) 0.00 0.00 0.00 0.00
Phrynobatrachus (Phrynobatrachidae) 27.00 1.00 0.04 (0.00–0.18) 200.00 200.00 200.00 200.00
Ptychadena (Ptychadenidae) 126.00 31.00 0.25 (0.18–0.33) 48 945.00 2216.00 15.00 37 812.00
Xenopus (Pipidae) 128.00 4.00 0.03 (0.01–0.08) 18.00 7.00 4.00 14.00
a
95% confidence intervals on Bd prevalence in parentheses were constructed using Sterne’s exact method (Reiczigel, 2003).
CI, confidence intervals; GE, genomic equivalents.
1 1
(a) (b)
0.8 0.8
0.6 0.6
Prevalence
Prevalence
0.4 0.4
0.2 0.2
0 0
0 5 10 15 20 15 20 25
−0.2 −0.2
Minimum temperature (°C) Minimum temperature (°C)
1 Figure 2 Simple linear regressions illustrating
1
(c) (d) the relationships between the mean Bd preva-
0.8 0.8 lence at the studied sites and (a) minimum
temperature (r2 = 0.825, Po0.001), (b) maxi-
0.6 0.6
mum temperature (r2 = 0.666, P= 0.002), (c)
Prevalence
Prevalence
0.4 0.4 precipitation (r2 = 0.002, P= 0.904) and (d) alti-
tude (r2 = 0.709, Po0.001); 95% confidence
0.2 0.2 intervals are indicated as vertical bars. The grey
lines represent the 95% confidence limits for
0 0
0 50 100 150 200 0 1000 2000 3000
the mean of the prediction of a given value
−0.2 −0.2 (dotted line) and the 95% confidence limits on a
Precipitation (mm) Altitude (m) single prediction for a given value (solid line).
decades after becoming enzootic (Murray et al., 2009). Existing accounts of Bd in African amphibians are
Hence, the apparently enzootic state of Bd found in the equivocal regarding pathogenicity and so far little data are
present study should be regarded as a conservation concern available. In tropical Africa, Bd has been reported to be
and requires further investigation. present in Nigeria (Imasuen et al., 2009), The Democratic
4 Animal Conservation 13, Suppl.1 (2010) 1–8
c 2009 The Authors. Journal compilation
c 2009 The Zoological Society of London
J. Kielgast et al. Amphibian chytrid fungus in Kenya
Republic of Congo (Greenbaum et al., 2008), Uganda cipitation patterns did not correlate with Bd prevalence (Fig.
(Goldberg, Readel & Lee, 2007) and Tanzania (Weldon 2). The species sampled were a priori the most abundant;
et al., 2004), while a single study reports not detecting Bd in hence, it is understandable that species compositions varied
Cameroon (Doherty-Bone et al., 2008). In Tanzania, Bd was among sampling sites. The correlation detected between
suggested to be linked to the decline and disappearance of temperature and prevalence may therefore either reflect
the Kihansi spray toad Nectophrynoides asperginis, sup- varying degrees of climatic suitability of the study sites for
ported by finding two out of four dead individuals collected Bd (e.g. coincident with the results shown by Piotrowski
during the decline to be Bd positive (Lee et al., 2006). The et al., 2004; Kriger et al., 2007; Rodder¨ et al., 2008) or
species was categorized under ‘rapid enigmatic declines’ in differences in the susceptibility of the sampled amphibian
the IUCN Global Amphibian Assessment 2004 (Stuart communities or both.
et al., 2004), which have been suggested to cover over Bd- The question remains open as to whether the Bd panzoo-
driven extinction processes (Skerratt et al., 2007). However, tic has its origin in Africa. If this is the case, the observed
the Kihansi spray toad was endemic to a single waterfall patterns of high prevalence and apparently low virulence
system (c. 2 ha.) that was radically changed by the construc- found in the present study can be explained in a co-evolu-
tion of a power plant before declines (Krajick, 2006). The tionary context, that is evolution of host resistance, aviru-
aetiology of this decline is therefore highly confounded by lence or attenuation of the local strain of Bd (McCallum,
habitat change and the role of Bd is unclear. All other 2005). There is accumulating evidence that Bd exists in
studies from tropical Africa have not been coupled with various strains exhibiting markedly different levels of viru-
observations of mortality or decline. Goldberg et al. (2007) lence (Berger et al., 2005; Retallick & Miera, 2007; Fisher
conducted a single site survey with methodology similar to et al., 2009) although recent evidence points towards no
ours and report congruent findings with 22% prevalence in correspondence between the genetic lineage of strain and
109 specimens and no mortality events noted in the region. virulence (James et al., 2009). Comparative clinical studies
The remaining reports are accounts of small-scale sampling investigating host–pathogen dynamics by experimental ex-
and single Bd-positive individuals. posure of African and non-African amphibian hosts and Bd
In the South African region, Bd has been found to be isolates may be a way forward in testing the ‘out-of-Africa’
widespread but no associated population declines have been hypothesis. Here, the conditional nature of pathogenicity
observed (Hopkins & Channing, 2003; Weldon, 2002; Wel- should be evaluated, by including a range of climatic
don et al., 2004; Smith et al., 2007). However, Bd-associated conditions, to determine the relative importance of the
mortality in frogs has been detected twice without presum- intrinsic taxonomic components of susceptibility and cli-
ing an aetiological link. The findings of the diagnostic matic factors. Moreover, the ‘out-of-Africa’ hypothesis
characteristics of chytridiomycosis (Lane, Weldon & Bing- needs to be addressed by analysing the phylogenetic patterns
ham, 2003), and patterns of mortality and infection resem- and global genetic diversity in Bd including a broader
bling a die-off (Hopkins & Channing, 2003), call for further coverage of Bd isolates from Africa than are currently
investigations, but do not contradict an endemic presence of available (James et al., 2009).
Bd in the region. It should be underlined that disease surveys as such have
Information on the susceptibility of African amphibians a limited capability of detecting declines and proving patho-
to Bd under controlled conditions is limited to pipids and logical causality. This requires clinical experimental studies
indicates susceptibility in the western African species Silur- of host–pathogen dynamics (including fulfilment of Koch’s
ana tropicalis but resistance in Xenopus laevis (Reed et al., postulates) and long-term disease surveillance coupled with
2000; Parker et al., 2002; Fisher & Garner, 2007). This has studies of host population dynamics. There is an urgent need
not yet been verified by experimental infection challenges to improve our knowledge of the conservation status of
but is solely based on observations of mortality and aclinical tropical Africa’s amphibian fauna. A crucial step towards
infection in captive populations. this is a qualified assessment of the risk imposed by wide-
It has repeatedly been shown that the pathogenicity of spread Bd infections found in the present study. As a
chytridiomycosis is context dependent and particularly priority, we urge the initiation of population monitoring
affected by environmental parameters, for example tem- focusing on susceptible amphibian communities in the high-
perature and precipitation (Bosch et al., 2001; Daszak, lands of tropical Africa.
Cunningham & Hyatt, 2003; Berger et al., 2004; Kriger &
Hero, 2006; Kriger, Peregolou & Hero, 2007; Kriger, 2009;
Longo, Burrowes & Joglar, in press). Furthermore, the
environmental suitability for a species at a given site may
Acknowledgements
affect the capacity of the host’s immune system affecting the We are grateful to Trent Garner and Andrew Cunningham
prevalence and intensity of Bd infections (Raffel et al., 2006; for making available the facilities and expertise of the
Fisher, 2007). Our results indicate that prevalence decreases Institute of Zoology, London. This extraordinary helpful-
with higher monthly minimum and maximum temperatures ness was completely essential in realizing the present study.
(Fig. 2), thus supporting previous findings (i.e. Berger et al., We thank The National Museums of Kenya and staff for
2004; Piotrowski, Annis & Longcore, 2004; Kriger & Hero, fruitful cooperation. Susanne Schick, Felix Muller,
¨ George
2006; Rodder,
¨ Veith & Lotters,
¨ 2008). In our study, pre- Kennedy and Beryl Bwong were of invaluable assistance
Animal Conservation 13, Suppl.1 (2010) 1–8
c 2009 The Authors. Journal compilation
c 2009 The Zoological Society of London 5
Amphibian chytrid fungus in Kenya J. Kielgast et al.
during fieldwork. The first author would like to express Daszak, P., Cunningham, A.A. & Hyatt, A.D. (2003). Infec-
deepest gratitude to Mads Frost Bertelsen and Copenhagen tious disease and amphibian population declines. Divers.
Zoo for decisively contributing to the study and Mogens Distrib. 9, 141–150.
Andersen and Peter Gravlund for practical support. Finally, Daszak, P., Schloegel, L.M., Maranda, L., Cronin, A.,
we would like to extend many thanks to two anonymous Pokras, M., Smith, K. & Picco, A. (2006). The global trade
reviewers whose helpful comments greatly improved the in amphibians: summary interim report of a ccm study.
paper. The project was financed through the Copenhagen
Available at http://www.conservationmedicine.org
Zoo/Center for Zoo and Wild Animal Health, The Danish
(accessed 11 January 2009).
WWF and Aase og Ejnar Danielsens Fond, BIOLOG-
Doherty-Bone, T.M., Bielby, J., Gonwouo, N.L., LeBreton,
BIOTA from the Federal Ministry of Education and Re-
M. & Cunningham, A.A. (2008). In a vulnerable position?
search (BMB+F, Germany), H.R. Frederiksen og Grete
Siim Frederiksen Fond, Fonden Kjebi. D.R. is grateful to Preliminary survey work fails to detect the amphibian
the ‘Graduiertenforderung
¨ des Landes Nordrhein-Westfa- chytrid pathogen in the highlands of Cameroon, an am-
len’ for financial support. The Kenya Wildlife Service, phibian hotspot. Herp. J. 18, 115–118.
KWS, kindly granted permission for this work (No. KWS/ Fisher, M.C. (2007). Potential interactions between amphi-
RP/5001). bian immunity, infectious disease and climate change.
Conflicts of interest: None. Anim. Conserv. 10, 420–421.
Fisher, M.C. (2008). Molecular toolkit unlocks life cycle of
the panzootic amphibian pathogen Batrachochytrium den-
drobatidis. Proc. Natl. Acad. Sci. USA 105, 17209–17210.
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Invasive pathogens threaten species recovery programs. provides supporting information supplied by the authors.
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Weldon, C. (2002). Chytridiomycosis survey in south africa. for online delivery, but are not copy-edited or typeset.
Froglog 51, 1–2. Technical support issues arising from supporting informa-
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Quantification of the trade in Xenopus laevis from South authors.
8 Animal Conservation 13, Suppl.1 (2010) 1–8
c 2009 The Authors. Journal compilation
c 2009 The Zoological Society of London
Interacting Symbionts and Immunity in the
Amphibian Skin Mucosome Predict Disease Risk and
Probiotic Effectiveness
Douglas C. Woodhams1,2*¤a, Hannelore Brandt1, Simone Baumgartner1¤b, Jos Kielgast3¤c,
Eliane Ku¨pfer1,4, Ursina Tobler1,5, Leyla R. Davis1, Benedikt R. Schmidt1,5, Christian Bel1, Sandro Hodel1,
Rob Knight6, Valerie McKenzie2
1 Institute of Evolutionary Biology and Environmental Studies, University of Zurich, Zurich, Switzerland, 2 Department of Ecology and Evolutionary Biology, University of
Colorado, Boulder, Colorado, United States of America, 3 Section for Freshwater Biology, Department of Biology, University of Copenhagen, Copenhagen, Denmark,
4 Department of Evolutionary Biology, Technical University of Braunschweig, Braunschweig, Germany, 5 KARCH, Neuchaˆtel, Switzerland, 6 Howard Hughes Medical
Institute and Department of Chemistry and Biochemistry, BioFrontiers Institute, University of Colorado, Boulder, Colorado, United States of America
Abstract
Pathogenesis is strongly dependent on microbial context, but development of probiotic therapies has neglected the impact
of ecological interactions. Dynamics among microbial communities, host immune responses, and environmental conditions
may alter the effect of probiotics in human and veterinary medicine, agriculture and aquaculture, and the proposed
treatment of emerging wildlife and zoonotic diseases such as those occurring on amphibians or vectored by mosquitoes.
Here we use a holistic measure of amphibian mucosal defenses to test the effects of probiotic treatments and to assess
disease risk under different ecological contexts. We developed a non-invasive assay for antifungal function of the skin
mucosal ecosystem (mucosome function) integrating host immune factors and the microbial community as an alternative
to pathogen exposure experiments. From approximately 8500 amphibians sampled across Europe, we compared field
infection prevalence with mucosome function against the emerging fungal pathogen Batrachochytrium dendrobatidis. Four
species were tested with laboratory exposure experiments, and a highly susceptible species, Alytes obstetricans, was treated
with a variety of temperature and microbial conditions to test the effects of probiotic therapies and environmental
conditions on mucosome function. We found that antifungal function of the amphibian skin mucosome predicts the
prevalence of infection with the fungal pathogen in natural populations, and is linked to survival in laboratory exposure
experiments. When altered by probiotic therapy, the mucosome increased antifungal capacity, while previous exposure to
the pathogen was suppressive. In culture, antifungal properties of probiotics depended strongly on immunological and
environmental context including temperature, competition, and pathogen presence. Functional changes in microbiota with
shifts in temperature provide an alternative mechanistic explanation for patterns of disease susceptibility related to climate
beyond direct impact on host or pathogen. This nonlethal management tool can be used to optimize and quickly assess the
relative benefits of probiotic therapies under different climatic, microbial, or host conditions.
Citation: Woodhams DC, Brandt H, Baumgartner S, Kielgast J, Ku¨pfer E, et al. (2014) Interacting Symbionts and Immunity in the Amphibian Skin Mucosome
Predict Disease Risk and Probiotic Effectiveness. PLoS ONE 9(4): e96375. doi:10.1371/journal.pone.0096375
Editor: Carlos A. Navas, University of Sao Paulo, Brazil
Received January 9, 2014; Accepted April 4, 2014; Published April 30, 2014
Copyright: ß 2014 Woodhams et al. This is an open-access article distributed under the terms of the Creative Commons Attribution License, which permits
unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.
Funding: Financial support came from the Zoological Institute and the Forschungskredit of the University of Zurich, Vontobel Stiftung, Janggen-Po¨hn Stiftung,
Basler Stiftung fu¨r biologische Forschung, Stiftung Dr. Joachim De Giacomi, Zoo Zu¨rich, Gru¨n Stadt Zu¨rich, European Union of Aquarium Curators, Schweizer
Tierschutz, Zu¨rcher Tierschutz, Claraz Foundation, the environment departments of the cantons St. Gallen and Zurich, Swiss National Science Foundation (31-
125099 to DCW), and U.S. National Science Foundation Population and Community Ecology Section (DEB 1146284 to VJM and RK). The funders had no role in
study design, data collection and analysis, decision to publish, or preparation of the manuscript.
Competing Interests: The authors hereby confirm that co-author B. Schmidt is a PLOS ONE Editorial Board member. This does not alter their adherence to PLOS
ONE Editorial policies and criteria.
* E-mail: dwoodhams@gmail.com
¤a Current address: Department of Biology, University of Massachusetts Boston, Boston, Massachusetts, United States of America
¤b Current address: Department of Aquatic Ecology, Duebendorf, Switzerland, and Institute of Integrative Biology, ETH-Zu¨rich, Zurich, Switzerland
¤c Current address: Section for Freshwater Biology, Department of Biology, University of Copenhagen, Copenhagen, Denmark and Center for Macroecology,
Evolution and Climate Natural History Museum of Denmark, Copenhagen, Denmark
Introduction range of mechanisms [3,4], and disease ecology studies demon-
strate that parasitic and non-parasitic microbes interact with each
Probiotic therapies often aim to extend or shape the immune other and with the host immune system such that pathogenicity is
function of hosts by altering the symbiotic microbial community. often influenced by environmental conditions [5–8]. Thus, the
Probiotics are used in human and veterinary medicine, agriculture environment affects the risk of disease to individuals, populations,
and aquaculture, and have been proposed for treatment of and species, and assessing disease risk under changing conditions is
emerging wildlife diseases such as those occurring on corals and vital to conservation and infectious disease mitigation and can
amphibians [1,2]. Microbiota can mediate pathogenesis through a direct the allocation of resources for most effect [9–12].
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Mucosome Function Predicts Disease Risk
The microbiota inhabiting skin and mucosal surfaces has a risk and treatment effects in rare amphibians including relict
profound impact on host health and immunity [7,13,14], and may populations or captive populations of endangered species intended
be predictive of risk for some diseases [15–17]. Amphibian skin is a for reintroduction.
model system for diseases affecting vertebrate mucosa. The Typical approaches to compare species susceptibility and to
mucosome, or micro-ecosystem of the mucus, as defined here assess disease risk include pathogen exposure experiments [27], or
contains interdependent host factors (mucosal antibodies, antimi- field surveys to compare infection prevalence and monitor disease
crobial peptides, lysozyme, alkaloids) and microbial-community and population trajectories [28], or modeling environmental and
factors (microbiota, antibiotic metabolites). The mucosome has biogeographic risk factors [10,29]. Deficits of conventional
various functions potentially including communication, and pathogen exposure experiments include lack of environmental
predator and pathogen defense. Here, we develop a non-lethal context when amphibians are exposed under clean laboratory
assay and holistic measure referred to as ‘‘mucosome function’’ to conditions. Biodiversity including microbiota and macrobiota can
describe the effect of amphibian skin mucus on pathogen viability. influence disease outcome [30], and bacterial community diversity
We examine how environmental and immunological contexts may is reduced through time in captivity without natural sources such
impact the outcome of host-microbe symbioses, and how as soil for re-inoculating the skin [31]. The exposure history,
mucosome function captures the in vivo complexity of the micro- population genetics, and life-history stage of the amphibians used
ecosystem and can thus accurately predict susceptibility to in the experiment, as well as the strain and dose of the pathogen
infection. We focus on probiotic bacteria and fungi applied to can all affect experimental outcomes, and many threatened species
the skin mucosome as biocontrol agents against the emerging are not suitable for such experiments. In addition, growth of Bd is
amphibian disease chytridiomycosis. often inhibited by skin microbiota of amphibians [32,33].
Chytridiomycosis is a major cause of global amphibian However, little is known about how protective microbiota differs
population declines and species extinctions [18,19]. The disease among host populations or regions, or how mucosome function is
is caused by the chytrid fungus Batrachochytrium dendrobatidis, or Bd, altered by enrichment with potential probiotics.
and is strongly influenced by climatic conditions [20]. Climate- Our aims in this study were (1) to develop a holistic, simple,
linked changes to the entire microbiota, not just Bd, may influence non-invasive, and non-lethal method to measure mucosome
disease susceptibility [5]. Current efforts to mitigate chytridiomy- function against Bd. Using this tool, we aimed (2) to test whether
cosis in wildlife populations have turned to bioaugmentation, or mucosome function can predict Bd infection prevalence of
the use of probiotic therapies [1,21]. The successful prophylactic amphibians in the field and survival in Bd exposure experiments.
use of Janthinobacterium lividum was demonstrated against chytridio- While we show that probiotics are influenced by a variety of
mycosis in mountain yellow-legged frogs, Rana muscosa [22]. factors including competition, temperature, and innate immunity
However, when tested on the endangered Panamanian golden when tested in vitro, we aimed (3) to use mucosome function as an
frog, Atelopus zeteki, the probiotic survived briefly on the skin, but ecologically-integrated predictor of probiotic therapy effect so that
did not protect the amphibians from disease [23]. Similarly, the future research can test probiotic strategies for conservation and
probiotic Pedobacter cryoconitis temporarily reduced infection loads of not lose hope in the potential of probiotic therapy in the face of
heavily infected R. muscosa [24]. Each target host may thus require immunological and ecological complexity. We provide a detailed
probiotic therapy tailored to that species, population, or life- protocol for measuring mucosome function in File S1.
history stage. Screening the various bacteria associated with hosts
or their environment to identify effective probiotics is challenging Materials and Methods
[25,26]. Thus, probiotic therapies for amphibians must be
optimized, and an understanding of which candidate bacteria Ethics statement
can establish and persist on the host in its natural environmental Permits to conduct fieldwork were obtained from the Swiss
context is urgently needed. cantonal conservation authorities, and from Germany - German
To date, all attempts to apply probiotic therapy against federal licence (Rheinland-Pfalz) no. 425-104.143.0904 Struktur-
chytridiomycosis have used simple selection criteria for choosing und Genehmigungsdirektion Nord, Koblenz. All animal proce-
candidate probiotics. Selection of the most efficient probiotic is dures were approved by the Veterinary Authority of Zurich (110/
challenging because there are hundreds of culturable phylotypes to 2007 and 227/2007) and the Federal Office for the Environment.
choose from, either from environmental sources, or more typically, Fieldwork conformed to standard decontamination practices to
from tolerant host populations that can persist with nonlethal Bd avoid transport of pathogens between sites. All animals in
infections [1]. However, simple co-culture assays to determine experiments were monitored daily for animal welfare and to
antifungal capacity have been insufficient to ensure probiotic ameliorate suffering. During experiments, any individual demon-
effectiveness [23,24]. Co-factors including interactions of the strating clinical signs of disease including lethargy, abnormal skin
probiotic with the microbial community already present on the shedding, and loss of righting reflex were humanely euthanized. At
amphibian skin, as well as interactions with host immune defenses, the end of the experiment, all animals were humanely euthanized
and effects of environmental conditions, may complicate the by overdose of tricaine methanesulfonate.
outcome of biotherapy. Here, we experimentally test the impact of
immunological and environmental context on potential probiotic Survey of Bd infection prevalence
bacteria both in vitro and in vivo. The tested conditions are To compare Bd infection prevalence among species and life-
illustrative rather than comprehensive for potential environmental history stages, we combine previously unpublished results from
conditions, community and immunological interactions. Because it field studies in Switzerland with Bd surveys from amphibians
is impractical to test all potential interactions before testing across Europe collated by Bd-Maps (www.bd-maps.net, accessed
probiotics on amphibians for a disease resistance effect, we suggest September 1, 2013). In addition to data from 5939 sampled
a protocol for selecting probiotics with the highest potential amphibians available from Bd-maps, skin swabs were collected
benefit, and to test whether the probiotics will likely be effective in from 2591 amphibians from 12 species and from 66 Bd-positive
the range of foreseeable conditions on the host. Our non-lethal populations from the northern parts of Switzerland and tested for
susceptibility assay of mucosome function can help assess disease Bd between 2007 and 2009 (Table 1). Amphibians were caught by
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Mucosome Function Predicts Disease Risk
dip-netting and swabbed with a sterile cotton swab (Copan Italia common midwife toad, A. obstetricans, is a species of conservation
S.p.A., Brescia, Italy). Field material was cleaned and disinfected concern [39] and is particularly sensitive to Bd early in life-history
before moving between different sites to avoid contamination and [40]. Host-associated bacteria and fungi were surveyed by
spread of Bd and other pathogens. Extraction and analysis for Bd- culturing from populations of midwife toads near Basel, Switzer-
DNA were done following the qPCR protocol by Boyle et al. [34] land in May, 2009, including samples from 19 adults, 32 larvae,
using Bd-specific primers and standards to quantify the amount of and 9 egg clutches. Although many diverse antifungal bacteria
DNA. We ran each sample twice and the PCR was repeated if the have been described in association with skin of some amphibian
two wells returned dissimilar results. Reactions below 1 genomic hosts [32,33], we chose eleven bacterial residents isolated from A.
equivalent were scored Bd-negative to avoid false positives. Mean obstetricans for the environmental context experiments described
infection prevalence with 95% binomial confidence interval was below based on potency against Bd in culture and high prevalence
calculated for each species and life stage sampled, and calculated in the populations sampled (L. Davis, unpublished). Two bacterial
for both Europe and Switzerland. isolates with high in vitro potency against Bd and the ability to
withstand host skin defense peptides, and one fungal isolate, were
Bd infection prevalence predicted by skin defenses chosen for applications on recently metamorphosed A. obstetricans.
Skin defense peptides and mucosome samples were tested All metamorphs used in the study were raised in captivity from
against Bd for comparison of anti-Bd activity with infection wild-caught tadpoles that were naturally exposed to the fungus in
prevalence in natural populations by logistic regression in R. their pond of origin, near Zunzgen, Switzerland, but negative for
Amphibians sampled for skin peptides and mucosome function Bd by qPCR at the time of the experiment. Toadlets were of
(Table 1) were sampled in Switzerland and compared to field similar size (mean6SD: 2.160.3 g; ANOVA F5 = 1.179,
infection prevalence from Switzerland and across Europe in P = 0.332) and treated at the same time with one exception.
separate analyses. Skin peptides were collected upon induction by Toadlets in the Bd-exposure group were exposed to Bd approx-
subcutaneous injection of metamorphosed amphibians with 40 imately 2 months prior to the microbial exposure treatments, and
nmole/g body mass norepinephrine (bitartrate salt, Sigma) or the toadlets were smaller (1.560.3 g), and no longer infected at the
immersion of larval amphibians in 100 mM norepinephrine, and time of sampling based on qPCR.
tested for Bd growth inhibition as previously described [35,36]. We treated recently metamorphosed common midwife toads,
Skin peptide samples from post-metamorphic amphibians only Alytes obstetricans (N = 70: 10 per treatment group, 7 treatments), by
were used in the logistic regression analyses because different housing them individually at 5uC, 18uC, or 25uC with no microbes
methods of peptide induction were used on larval stages. added, or at 18uC with exposure to Bd zoospores (8.56106
Mucosome samples from multiple life-history stages of the same zoospores of global panzootic lineage isolated from a Bufo bufo in
species were included and matched to life-history stages sampled the UK [38]), a probiotic fungus Penicillium expansum, or a probiotic
for Bd diagnostics (Table 1). Detailed methods for measuring bacterium P. fluorescens or F. johnsoniae. Toadlets were bathed
mucosome function against Bd using a fluorescence assay of Bd individually for one hour in water containing the microbes and
viability adapted from Stockwell et al. [37] (Fig. S1 in File S1) and after 2 weeks, toadlets from all treatments were sampled on the
comparisons of mucosome function and skin peptide defenses same day for mucosome function and subsequently skin peptides,
against Bd are presented in Supporting Information (Figs. S4, S5 in sampled as described above.
File S1).
Temperature, competition of probiotic strains, and
Survival predicted by mucosome function co-culture with Bd
To examine the relationship between mucosome function To determine the effects of competitive interactions and
against Bd and susceptibility to infection and subsequent survival temperature on probiotic potential, 11 common host-associated
we performed experimental exposures to Bd on four species. All isolates were chosen. These included two isolates of Serratia
animals were exposed to zoospores from Swiss lineage Bd TG 739 plymuthica and one isolate of Janthinobacterium lividum from egg
isolated from a moribund A. obstetricans in Gamlikon, Switzerland clutches of midwife toads, three isolates of Flavobacterium johnsoniae
in 2007 [38] and cryopreserved until use. Egg clutches were and five species of Pseudomonas isolated from the skin of adults.
obtained from P. esculentus (n = 8), B. variegata (n = 8), R. temporaria Based on 16S rRNA gene sequences, all 11 isolates were
(n = 45), and A. obstetricans (n = 13) in northern Switzerland or considered unique operational taxonomic units (OTUs) at 99%,
southern Germany. Rana temporaria were raised in outdoor but clustered into 7 OTUs at 97% similarity as determined by the
mesocosms through metamorphosis before experimental exposure UCLUST algorithm in QIIME. The 16S rRNA gene sequences of
of metamorphs to Bd (N = 92 exposed, 94 control). Other species all isolates were deposited in the European Nucleotide Archive
were exposed to Bd as tadpoles (N = 80 exposed, 40 control per (Table S1 in File S1).
species). All animals were kept in the same laboratory at 19uC In one set of experiments, bacterial isolates were freshly grown
during the experiments. We measured the proportion of infected at 18uC on RIIA agar media supplemented with 1% tryptone then
metamorphs by qPCR, and determined relative survival (survival transferred to experimental conditions. Bacteria and Bd (Swiss
of infected/survival of uninfected controls) at the end of the isolate TG 739) readily grew on the same media. Plate
experiments (50–90 d after metamorphosis). Kaplan Meier curves experiments were performed in duplicate. Both isolates of Serratia
are presented in the Supporting Information for each species. We plymuthica were grown separately at 18 and 25uC, or at 18uC on
examined the relationship between mucosome function against Bd media inoculated with Bd and allowed to dry before streaking the
and relative survival and proportion infected using logistic bacteria. Two isolates of F. johnsoniae were grown separately or
regression analyses in R. combined on media inoculated with Bd, and grown at 18uC. When
combined, each isolate was streaked across the entire plate. Three
Host ecological context and skin defenses Pseudomonas isolates were grown either separately, combined, or
The in vivo effects of ambient temperature and skin microbiota combined on media inoculated with Bd, and grown at 18uC.
on mucosome function against Bd and skin peptide defenses were Control plates of sterile media or Bd-only were also tested. All
tested on a focal amphibian species, A. obstetricans. In Europe, the plates were incubated for 3 days, and then rinsed with 2 ml sterile
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Table 1. Amphibians from Switzerland sampled for skin peptide effectiveness and mucosome function against Bd, and Bd infection prevalence at different life-history stages.
Mean
mucosome
function Switzerland: 95% binomial 95% binomial
Peptide against Swiss Percent confidence Europe: Percent confidence
Species Life-history stage# effectiveness* (N) SE Bd (N) SE infected (N) interval infected (N) interval
Alytes obstetricans Adult/Subadult 15.92 (8) 6.21 0.012 (10) 0.000 4.9 (41) 0.6–16.5 29.7 (209)$ 23.5–36.4
PLOS ONE | www.plosone.org
Alytes obstetricans Metamorph 37.75 (5) 12.15
Alytes obstetricans Larvae 48.76 (5) 24.23 2.963 (10) 0.681 45.4 (2111) 43.3–47.6 38.0 (3008) 36.3–39.8
Bombina variegata Adult/Subadult 1.075 (4) 0.081 20.0 (150) 13.9–27.3 21.1 (227) 16.0–27.0
Bufo bufo Adult 16.34 (15) 3.37753 0.117 (9) 0.082 0.0 (22) 0.0–15.4 0.9 (3606) 0.6–1.2
Bufo bufo Larvae 1.284 (5) 0.404 6.7 (45) 1.4–18.3
Hyla arborea Adult 11.42 (7) 2.15210 3.8 (26) 0.1–19.6 12.5 (32) 3.5–29.0
Ichthyosaura alpestris Adult 0.94 (7) .52546 1.361 (20) 0.062 24.8 (629) 21.5–28.4 21.5 (775) 18.7–24.6
Lissotriton vulgaris Adult 1.85 (4) 1.02506 27.3 (22) 10.7–50.2 17.0 (47) 7.7–30.8
Pelophylax lessonae/esculentus Adult 27.27 (10) 3.18 22.4 (170) 16.3–29.4 15.6 (275) 11.6–20.5
Pelophylax lessonae/esculentus Metamorph 5.34 (5) 1.88685 0.545 (10) 0.042 13.0 (69) 6.1–23.3 13.2 (76) 6.5–22.9
Rana temporaria Adult/Subadult 1.97 (13) .62111 0.251 (10) 0.128 0.0 (10) 0.0–30.9 3.1 (129) 0.9–7.8
Rana temporaria Larvae 0.220 (5) 0.120 0.0 (20) 0.0–16.8 0.0 (23) 0.0–14.8
4
Salamandra salamandra Adult 4.92 (9) 1.32654 11.1 (9) 0.3–48.3
Salamandra salamandra Larvae 42.78 (5) 13.35528 23.2 (69) 13.9–34.9
Skin peptide effectiveness is the percent inhibition of Bd zoospore growth caused by 50 mg/ml peptide multiplied by the quantity of peptides (mg) per g amphibian according to Woodhams et al. [11]. The mucosome function
against Bd (Swiss isolate TG 739) is a measure of zoospore viability quantified by the ratio of green:red fluorescence as described above. Infection prevalence is the mean from all amphibians in each group from multiple sites and
seasons.
#
Larval and post-metamorphic skin peptide samples extracted by different methods.
*Peptide effectiveness = % inhibition of Bd growth at 50 mg/ml * mg peptides/g frog mass.
$
Includes samples from chytridiomycosis outbreak sites in Spain (S. Walker, unpubl.), not included in logistic regression.
doi:10.1371/journal.pone.0096375.t001
Mucosome Function Predicts Disease Risk
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Mucosome Function Predicts Disease Risk
Mili-Q water. Rinse water was then filtered through a 0.22 mm within Switzerland (Fig. 1b,d). Prevalence of infection with Bd
syringe filter. decreased with peptide efficiency (Fig. 1c,d, logistic regressions:
Bacteria were also grown in liquid RIIA media for 4 d at 14, 19, Europe, P = 0.0015; Switzerland, P = 0.0079). While induced
and 22uC, and metabolites filtered as above. Metabolites from peptide defenses stored in granular glands were measured here,
liquid cultures were added to Bd zoospores (Global panzootic ambient peptides (not induced by norepinephrine) are a natural
lineage VMV 813 from a bullfrog, Lithobates catesbeianus tadpole) to component of the mucosome [42,43]. Mucosome function was
test for inhibitory effects on pathogen growth. To determine the tightly correlated to Bd prevalence in natural populations of Swiss
effect of bacterial filtrate on Bd growth, Bd zoospores were amphibians (Fig. 1b, P,0.0001) and in amphibians across Europe
harvested in 1% tryptone and counted under a hemocytometer. (Fig. 1a, P = 0.0020). The odds ratios of Bd colonization in Swiss
Wells of a 96-well plate were inoculated with 50 ml zoospores at amphibians was 1.950 (Europe, 2.969) with each unit change in
86106 zoospores per ml. Then, 50 ml of filtrate (or filtrate diluted mucosome function, and 0.839 (Europe, 0.811) with each unit
1:10) from each of the experimental or control plates, or liquid decrease in skin peptide efficiency. Correlations of mucosome
cultures, was added to the wells in replicates of four. In addition, 6 function and induced skin peptide efficiency are presented in
positive control wells contained Bd and 50 ml sterile water or RIIA Figure S4 in File S1 and suggest that both host and microbial
media, and 6 negative control wells contained heat-killed Bd and factors contribute to mucosome function against Bd.
50 ml sterile water or RIIA media. The change in optical density
measured at 490 nm absorbance over 7 days growth at 19uC was Survival predicted by mucosome function
recorded using a Victor3 multilabel plate reader (PerkinElmer). Pathogen exposure experiments were conducted on four host
Standard statistical testing was carried out in IBM SPSS Statistics species with a Swiss isolate of Bd, and relative survival post-
22. Significant Bd growth inhibition (or enhancement) caused by metamorphosis of infected tadpoles differed among species (%
bacterial filtrate was determined by t-test, and a repeatable result relative survival, mean6SD days survived): A. obstetricans (0%,
(Table S2 in File S1). Percent inhibition depended on filtrate dose 24617.5 d), Bombina variegata (39.0%, 32623.9 d), and Pelophylax
(see Results) and was not considered comparable among bacterial esculentus (30.4%, 12612.8 d; Fig. S2 in File S1). Relative survival
isolates. of recently metamorphosed Rana temporaria exposed to Bd was
100% (Fig. S3 in File S1), and no colonization by Bd was detected
Effects of host skin peptides and Bd metabolites on by qPCR (n = 92). Success of Bd colonization of tadpoles also
probiotics in culture differed among species (Pearson x23 = 13.102, P = 0.004): A.
To test for the response of bacterial growth upon culture with obstetricans (13.9% infected, n = 36), B. variegata (10.7%, n = 75),
either Bd filtrate or host skin peptides, bacteria were grown in and P. esculentus (7.9%, n = 76). Mucosome function predicted
RIIA liquid media on 96 well plates. Supernatant from a 2-week survival (logistic regression, P,0.0001; Fig. 2a) and infection with
old culture of Bd (type isolate JEL 197) growing in 0.5% tyrptone Bd in these species (P = 0.0106; Fig. 2b). The odds of infection
was filtered through a 0.22 mm syringe filter. An equal volume of increased by 1.751 with each unit change in mucosome function,
Bd filtrate or sterile media was added to bacterial cultures. To test and the odds of survival decreased by 0.0454.
effects of peptides, we added an equal volume of sterile water or
natural mixtures of partially-purified skin peptides from A. Host ecological context and skin defenses
obstetricans metamorphs at a final concentration of 100 mg/ml in Midwife toads, A. obstetricans, were treated with various
water. Growth after 48 hr was measured as change in optical temperature and probiotic therapies and tested for mucosome
density measured at 480 nm. Differences between experimental function. Host context significantly affected mucosome permis-
and control bacterial growth were tested by t-tests using a siveness or lethality towards Bd (Fig. 3a; ANOVA, F6 = 41.606, P,
Bonferroni correction for multiple comparisons. 0.001). Bd viability was similar following incubation with
mucosome samples from toads at temperatures ranging from 5–
Results 25uC. Mucosome samples from toads previously exposed to Bd
were least effective at killing Bd zoospores, while those from toads
Survey of Bd infection prevalence treated with probiotics Flavobacterium johnsoniae and Penicillium
Surveys of approximately 8500 amphibians (http://www. expansum were most effective at killing zoospores (Fig. 3a). While
bd-maps.net/; this study) at different life-history stages for Bd Pseudomonas in general, and the P. fluorescens isolate (76.5c) used in
infection based on qPCR indicated high prevalence in larval this study were often effective at inhibiting Bd in co-culture and
midwife toads, A. obstetricans (45% infected in Switzerland) and produced antifungal metabolites across a range of temperatures
aquatic adult newts Ichthyosaura alpestris (26%), and Lissotriton vulgaris ideal for Bd growth (Fig. 4a, Table S2 in File S1), there was no
(27%). Low infection prevalence (,5%) was detected in popula- significant benefit of this probiotic when applied on hosts in terms
tions of adult A. obstetricans, Bufo bufo, Rana temporaria, and Hyla of increasing mucosome function and reducing Bd viability
arborea (Table 1, Fig. 1). (Fig. 3a).
Because one significant antimicrobial component of A. obste-
Bd infection prevalence predicted by skin defenses tricans skin mucus is antimicrobial peptides (AMPs) [44], we
We examined two non-lethal measures of susceptibility to collected peptide skin secretions, quantified them per surface area
infection in pathogen-free Swiss amphibians acclimated to of the toads and measured their ability to inhibit Bd growth at a
laboratory conditions. These included testing Bd growth or standardized concentration of 100 mg/ml. On average, toads
viability upon exposure to natural mixtures of partially purified produced 0.25 mg peptide per cm2 surface area, and at 100 mg/ml
skin defense peptides, and a holistic functional measure of the skin these peptides inhibited Bd growth by 48.7%. These values did not
mucosal ecosystem (mucosome function) including ambient skin differ significantly among treatment groups, nor did a combined
defenses: peptides, alkaloids, lysozymes, mucosal antibodies, measure of skin peptide effectiveness against Bd (% * mg/cm2,
microbiota and microbial metabolites [41]. Both antifungal skin Fig. 3b; Kruskal-Wallis tests, P ’s.0.05). Thus, skin peptides stored
peptides and mucosome function were correlated with infection in granular glands were not significantly affected by the 2-week
prevalence in natural populations across Europe (Fig. 1a,c) and temperature and microbe treatments including previous exposure
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Mucosome Function Predicts Disease Risk
Figure 1. Infection prevalence (mean, 95% binomial CI) of amphibians sampled across Europe and within Switzerland predicted by
mucosome function and skin defense peptide activity against Batrachochytrium dendrobatidis (Bd) zoospores. Mucosome function
(mean, SE) indicates Bd viability after a 1 hr exposure to amphibian mucus (a,b) and units represent green:red fluorescence. Peptide efficiency (mean,
SE) indicates quantity of natural mixtures of skin peptides induced from granular glands multiplied by activity of a standard concentration of peptides
against Bd zoospore growth. Only post-metamorphic amphibians sampled upon subcutaneous injection with norepinephrine are plotted in (c) and
(d). Amphibian skin mucosome function is a better predictor of infection prevalence than induced skin peptide efficiency (logistic regression, see
text). Summary data for all species and life-history stages are presented in Table 1.
doi:10.1371/journal.pone.0096375.g001
to Bd. There was not a significant correlation between peptide Temperature, competition of probiotic strains, and
effectiveness and mucosome function against Bd (Fig. S5 in File S1; co-culture with Bd
Pearson, x2 = 20.102, P = 0.827). Zoospore viability after expo- Environmental conditions affected the capacity of probiotic
sure to mucosome samples was significantly higher in the Bd- bacteria to inhibit the fungal pathogen Bd (Table S2 in File S1).
exposure treatment compared to other treatments (Fig. 3a). Two Serratia plymuthica isolates (isolates 27 and 28) were capable of
However, skin peptides induced from hosts in the Bd-exposure inhibiting Bd growth when incubated at 18uC. Isolate 27 was
treatment were effective at inhibiting Bd growth, and not inhibitory under all tested conditions: 18uC, 25uC, and 18uC co-
significantly different than peptides from toads in other treatments cultured with Bd. Isolate 28 significantly enhanced Bd growth at
(Fig. 3b). 25uC, and was neither enhancing nor inhibitory at 18uC when co-
cultured with Bd (Fig. 4c, Table S2 in File S1). A dose-response of
Bd growth inhibition was found such that filtrate diluted 1/10 was
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Mucosome Function Predicts Disease Risk
(.100%, Fig. 4b). Most cultures were more inhibitory of Bd at the
lower temperatures, except for J. lividum, (isolate 77.5b) which was
most inhibitory at 22uC (Fig. 4a,b).
While all bacteria were unique based on 16S rRNA gene
sequencing when clustered at 99% similarity, probiotic physiology
and function against Bd did not always correspond to OTU
clustering at 97% similarity (Table S1 in File S1). In other words,
bacterial isolates considered to be the same ‘‘species’’ based on 16S
rRNA could have different antifungal function. Here, only one of
two Flavobacterium johnsoniae isolates inhibited Bd growth. When
grown together, the filtrate remained inhibitory. However, when
grown together and co-cultured with Bd, the filtrate was no longer
inhibitory. Three Pseudomonas isolates were capable of inhibiting Bd
growth, and were inhibitory when combined with or without co-
culture with Bd. The above mentioned growth inhibition of Bd
caused by bacterial filtrate was significantly different from control
bacterial growth with water only added (independent t-tests, P’s,
0.05 and replicated result; all data shown in Table S2 in File S1).
These conditions represent infected or uninfected hosts and are
illustrative rather than comprehensive of all possible environmen-
tal conditions and competitive interactions.
Effects of host skin peptides and Bd metabolites on
probiotics in culture
Amphibian skin defense peptides may regulate the skin
microbiota. We found that natural mixtures of skin peptides from
A. obstetricans at a concentration of 100 mg/ml significantly
inhibited growth of Pseudomonas migulae (73b1) and significantly
enhanced growth of P. filiscindens (73c1), Flavobacterium johnsoniae
(70d1), and Janthinobacterium lividum (76.5c; t-test, Bonferroni
corrected P’s,0.05; Fig. S6 in File S1).
We tested for a direct effect of Bd metabolites on bacterial
growth, and found that filtrate from two-week old cultures of Bd in
0.5% tryptone significantly inhibited the growth of Serratia
plymuthica (5/27b2, 5/28a3), F. johnsoniae (81a1, 70d1), and P.
filiscindens (73c1), while significantly enhancing the growth of J.
lividum (77.5b1; t-test, Bonferroni corrected P’s,0.05; Fig. S6 in
File S1).
Figure 2. Relative survival (95% binomial CI; a) and Proportion Discussion
of infected frogs (95% binomial CI; b) predicted by Mucosome
function. Post-metamorphosis survival was measured from four Swiss We found that a holistic measure of mucosome function against
amphibian species after exposure to zoospores of a Swiss Bd isolate, TG Bd is predictive of infection risk in natural populations of
739. Survival curves for each species are presented in Supporting amphibians and survival in laboratory exposure experiments.
Information (Figs. S2, S3 in File S1) and relative survival was calculated While induced antimicrobial peptides may explain some variation
as the proportion of infected frogs surviving/proportion of unexposed
control frogs surviving. Alytes obstetricans showed the highest infection
in infection risk (Fig. 1b,d), mucosome function can be altered
and mortality, and Rana temporaria the lowest, with Bombina variegata through probiotic therapy (Fig. 3a), and thus microbial commu-
and Pelophylax esculentus intermediate. All frogs were raised in captivity nities play a major role in determining susceptibility to infection
from egg clutches and had no history of natural exposure to Bd. with Bd. In particular, tadpoles of the endangered midwife toad, A.
Mucosome function (mean, SE) indicates Bd viability after exposure to obstetricans may be most at risk of both infection and subsequent
amphibian mucus and is a significant predictor of both survival disease-induced mortality upon metamorphosis (Fig. 2), even
(binomial logistic regressions, P,0.0001) and infection prevalence
(P = 0.0106).
though adult toads are well protected by the mucosome and
doi:10.1371/journal.pone.0096375.g002 perhaps resistant to colonization with Bd. Similarly, the common
frog R. temporaria has strong mucosome activity against Bd, shows
Bd colonization resistance, but has relatively poor skin defense
significantly less inhibitory than undiluted filtrate (paired t-test,
peptides. This suggests that this common species has protective
t35 = 9.836, P,0.001), and filtrate from control plates with or
microbial communities. Adaptive defenses are not suspected
without Bd significantly enhanced Bd growth (Table S2 in File S1).
because frogs were raised from eggs and had no history of
Testing metabolites of the bacteria growing at 14, 19, and 22uC in
exposure to Bd.
liquid culture against the global panzootic lineage of Bd showed
In this study, we provide several striking examples showing that
similar results including a dose-response (Fig. 4a,b, paired t-test,
probiotic capacity depends on immunological and environmental
t31 = 210.607, P,0.001). In several cases, Bd growth was
context. These examples lead to recommendations for choosing
enhanced with addition of diluted bacterial metabolites in
probiotics based on predictable host conditions. Temperature is
comparison to positive control growth with RIIA media only
known to influence amphibian host immune function [41] and
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Mucosome Function Predicts Disease Risk
Figure 3. Temperature and probiotic treatments of recently metamorphosed midwife toads, A. obstetricans, influence skin
mucosome function (a) but not induced skin peptide defenses (b). (a) Mucosome function indicates B. dendrobatidis (Bd) viability after
exposure to amphibian mucus quantified by green: red fluorescence. Significantly different subsets are indicated by letters above bars (Tukey post-
hoc test). Bd zoospore viability was reduced after exposure to mucus from frogs treated with the bacterium F. johnsoniae and the fungus P.
expansum, and zoospore viability was highest after exposure to mucus from toads previously exposed to Bd. (b) Skin peptide effectiveness against Bd
did not differ significantly among treatments (ANOVA, F6 = 0.952, P = 0.466).
doi:10.1371/journal.pone.0096375.g003
bacterial growth, metabolism, pigment and antibiotic production of susceptibility related to climate, which have previously been
[45]. However, it was surprising that a shift from 18 to 25uC, a limited to empirical observation and pathogen-centered effects
typical natural range for midwife toads, caused a common [46–49].
bacterial symbiont of the eggs and skin, Serratia plymuthica, to The microbial interactions we tested also altered antifungal
change from inhibiting Bd to enhancing Bd growth (Fig. 4c). effects relative to what would be predicted from individual isolates.
Testing metabolites of the bacteria growing at 14, 19, and 22uC in For example, co-culture of Flavobacterium johnsoniae with Bd caused
liquid culture against the global panzootic lineage of Bd showed cultures of the bacterium that normally produce antifungal
similar results (Fig. 4b). Functional changes in probiotic activity metabolites to switch off antifungal activity: when grown together
with shifts in temperature have not previously been reported. Our with Bd, F. johnsoniae filtrate was benign, and indeed Bd filtrate
results provide an alternative mechanistic explanation for patterns inhibited the growth of two out of three F. johnsoniae isolates (Fig.
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Mucosome Function Predicts Disease Risk
PLOS ONE | www.plosone.org 9 April 2014 | Volume 9 | Issue 4 | e96375
Mucosome Function Predicts Disease Risk
Figure 4. Environmental context determines antifungal capacity of probiotics. Tested temperatures (14, 19, 22uC) significantly affected the
production of bacterial metabolites in liquid media that could inhibit B. dendrobatidis (Bd; GPL isolate VMV 813) zoospore growth in a dose-
dependent fashion (a = full strength metabolites, b = 1:10 dilution). * indicates that Bd growth differed among metabolite temperature treatments
(ANOVA, Bonferroni-corrected P’s,0.05). (c) Representative replicates are shown of two isolates of Serratia plymuthica isolated from egg clutches of
common midwife toads, Alytes obstetricans, grown on solid media under different temperature conditions. Filtrate from isolate 27 always inhibited
growth of Bd, but filtrate from isolate 28 inhibited Bd growth at 18uC, and enhanced Bd growth at 25uC. Filtrate from sterile media (R2A agar
supplemented with 1% tryptone) caused enhanced growth of Bd. Note that colony color can be an indication of antifungal metabolites such as
prodiginines from red Serratia spp. [45,67], but are produced only under certain growth conditions.
doi:10.1371/journal.pone.0096375.g004
S6 in File S1). Co-evolution of Bd and amphibian hosts is a This organism shows antifungal characteristics including activity
postulated driver of pathogenicity factors including compounds against Bd growth [33]. The ability of extracellular products of A.
suppressing host immune defenses [43,50,51]. These factors may hydrophila to inhibit amphibian antimicrobial peptides indicates a
extend to inhibiting certain antifungal symbionts or altering their co-evolutionary relationship between host and symbionts [59]. In
function. addition, Pseudomonas mirabilis and Serratia liquefaciens were found to
Myriad microbial and immune interactions occur once be resistant to antimicrobial peptides from several host frog species
probiotics are added to living hosts. Thus, testing probiotics in [60]. Here we used probiotics that largely resisted low concentra-
vivo is critical for testing the intended antifungal effect of probiotic tions of natural mixtures of host defense peptides (Fig. S6 in File
therapy under realistic environmental conditions. We found that S1). Thus, to increase the likelihood of probiotic establishment, use
previous exposure to Bd may have a negative effect on host of probiotics with a co-evolutionary relationship with the target
immunity or the ability of the mucosome to kill zoospores (Fig. 3A). host may be advantageous.
This result is consistent with a study on Australia green-eyed tree While easily cultured, the isolates tested here may not be
frogs, Litoria serratia, showing inhibition of ambient skin peptides dominant community members based on culture-independent
with Bd infection but no inhibition of inducible stored skin peptides analyses [31,61,62]. Therefore, future studies will benefit by
[43]. Because stored skin defense peptides can have potent activity examining the effects of probiotic treatments on the natural
against Bd, yet not be active on the skin, induced skin peptides may microbial communities on host amphibians using culture-inde-
not accurately predict infection susceptibility. This mystery of how pendent techniques such as next-generation sequencing. While
seemingly well-defended species can be affected by chytridiomy- community interactions are difficult to test in vitro and before
cosis [52] deserves careful study on the conditions under which probiotics are applied to a host, our results affirm that testing
host skin defense peptides are activated. Induced skin defense probiotics under certain foreseeable contexts may increase the
peptides were previously used to predict disease susceptibility in pace of biotherapy development.
Panama [11] and New Zealand [53]. In Panama, most species had Because potential probiotics that inhibit the growth of Bd only
weak peptide defenses and declined after disease emergence while do so under certain conditions, we recommend the following
only two species had strong peptide defenses against Bd compared screening criteria (Fig. 5): (1) Candidates for probiotic develop-
to reference species of known disease resistance. Of these two ment should be chosen from among the culturable microbiota
species, the one with the highest levels of skin peptide defenses locally present on tolerant hosts or populations that are able to
persisted at the field site (Espadarana prosoblepon) [54], and the other persist with Bd [32,33]. (2) Candidates should have the capacity to
species (Agalychnis lemur) disappeared, but a relict population has inhibit Bd growth when grown in isolation, in co-culture with Bd,
been detected nearby (Julie Ray, pers. comm.). In New Zealand, and in an environmental context relevant to the amphibian life-
all native species demonstrated high levels of skin peptide defenses cycle, and (3) the ability to resist immune defenses on host skin,
and appear to resist chytridiomycosis [53], although populations establish within the microbiota, and contribute to antifungal
are in decline [55]. defenses in vivo. Resistance to mucosal immune defenses may be
We found that a bacterium F. johnsoniae and a fungal probiotic P. critical for establishment within the microbial community associ-
expansum can increase the Bd killing function of the mucosome. The ated with the skin, and critical for long-term persistence. Some
bacterium P. fluorescens did not show this effect. Because host AMPs symbionts appear to be assisted in surviving on the host by thriving
did not appear to be affected by these treatments (Fig. 3B), the on skin mucosal products. Mucosal oligosaccharides, for example,
observed effects are most likely caused by antifungal metabolites differ among hosts and life-history stages, and may be a selective
produced by the microbes growing on the amphibian skin [56]. force in structuring the microbiota [63,64]. Amphibian skin
Upregulation of host mucosal immunity excluding AMPs is an provides a useful model of host-microbiota interactions to better
untested alternative mechanism, and potentially a beneficial host understand mechanisms of microbial community assembly and
response to probiotics. A non-responsive immune system when maintenance within vertebrate mucosa. Indeed, these mechanisms
given probiotics may be preferred from a conservation manage- underlie strategies to promote human health by manipulating
ment standpoint in order for the probiotics to colonize the host, microbial communities - a long-term goal of the Human
establish within the microbiota and persist. However, this in not Microbiome Project [7,65].
necessarily common and immune stimulation in response to While screening for candidate probiotics, some beneficial
probiotics occurs in other systems [57,58]. organisms may be inadvertently discarded based on tests of
An ideal probiotic would produce metabolites that inhibit Bd bacterial filtrate on Bd growth. Microbes producing antifungal
growth as shown above, and also be uninhibited by host skin metabolites such as bacteriocins [66] or small molecule antibiotics
defense peptides. A literature review demonstrates that skin [56,67] will be detected by this method. However, microbes may
peptides can inhibit the growth of some bacteria, but not others, also compete directly for space or resources, and may exclude
and suggests that skin defense peptides may be critical in pathogenic fungi by other mechanisms [26,68]. Furthermore,
structuring the symbiont community on amphibian skin [52]. microbial secondary metabolites such as prodiginines produced by
Rollins-Smith et al. [35] showed that Aeromonas hydrophila, a Serratia spp. can be immunosuppressive [67]. Probiotics may
common resident on amphibian skin and also an opportunistic strongly influence host immunity through interactions with host
pathogen, could tolerate high levels of host antimicrobial peptides. Toll-like receptors or NOD-like receptors, or through interactions
PLOS ONE | www.plosone.org 10 April 2014 | Volume 9 | Issue 4 | e96375
Mucosome Function Predicts Disease Risk
infected individuals. The potential for negative biodiversity-
function relationships, especially among mixtures of closely related
bacteria, cautions against the use of probiotic mixtures that may
cause interference competition and reduce host protection [71].
Further refinements to the probiotic screening and discovery
process will incorporate next-generation sequencing analyses to
target rare or as yet uncultured microbes of interest, and testing
microbial consortia that appear linked to disease resistance
function. Measuring the effectiveness of applied probiotics is a
second step in managing disease risk.
No previous studies have attempted to relate skin microbiota or
a holistic measure of skin defense function against Bd with disease
susceptibility. Given the extreme complexity of the skin micro-
ecosystem and interactions described above, the holistic measure
of mucosome function presents a significant advance in our
capacity to predict relative disease susceptibility, and to measure
the success of managed treatments without resorting to infection
trials. Here, we examined overall prevalence of infection in
Figure 5. Choosing probiotics with the greatest potential Switzerland and Europe and test for correlations at these broad
against amphibian chytridiomycosis. Candidate probiotic bacteria scales with innate defenses from selected life-stages and species
(or fungi) are isolated from populations of amphibians that are able to
persist in the presence of B. dendrobatidis (Bd) [1]. To increase the
(Fig. 1). We found a very strong correlation between mucosome
chances of successful prophylactic biotherapy, candidate probiotics function against Bd and infection prevalence in the field and upon
should be tested for at least three characteristics: (a) capacity to inhibit experimental exposure. Since Bd-naı¨ve amphibians were sampled
Bd growth as a pure isolate without specific competitive interactions to for mucosome function, adaptive immunity such as mucosal
induce antifungal metabolites, (b) capacity to inhibit Bd at a antibodies is not indicated and antifungal function can be
temperature range consistent with host habitat, and (c) resistance to attributed primarily to innate defenses including the microbiota.
host skin immune defenses that would complicate probiotic establish-
ment. Remedial biotherapy of already infected individuals should
Indeed, altering the microbiota through probiotic treatments
maintain antifungal capacity when grown in competition with Bd and affected mucosome function against Bd. In addition to assessing
withstand the sometimes lethal effects of Bd metabolites (Fig. S6 in File infection risk in natural amphibian assemblages, mucosome
S1). Testing probiotic effect in vivo can be accomplished without functional assays can now be used to assess risk in relict
resorting to pathogen exposure experiments by using the mucosome populations or in captive colonies slated for reintroduction. While
function assay described here. the efficacies of human probiotics are under scrutiny [2],
doi:10.1371/journal.pone.0096375.g005
quantifying the effectiveness of amphibian probiotic treatments
under scenarios of changing environmental conditions is a tangible
with epithelial cells and immune system cells modulating both goal.
local and systemic immune responses [69]. The immunomodula-
tory effect of probiotics cannot be tested with in vitro Bd growth Supporting Information
assays and host trials are necessary to test for these emergent
properties of probiotics. File S1 Protocol for determining Bd viability, supplementary
Antimicrobial peptides and a range of other defenses protect tables and figures.
amphibian skin by synergizing or interacting with microbes (PDF)
[41,70]. Thus, a better indication of antifungal effect of probiotics
was obtained by testing the mucosome directly on zoospore Acknowledgments
viability. In vitro screening cannot incorporate every factor and
eventually in vivo trials, both in the lab and under natural We thank the V. McKenzie lab, J. Van Buskirk, M. Becker, S. Bell, J.
Daskin, and J. Walke for their thoughtful discussion, T. Garner, V.
conditions are necessary to determine if an overall health benefit is
Vasquez, L. Reinert, and L. Rollins-Smith for donation of Bd isolates, S.
provided. However, beginning with a probiotic that is not likely to Ro¨thlisberger for performing microsatellite analyses on Pelophylax embryos,
become an opportunistic pathogen with changing climatic S. Lo¨tters and M. Veith from University of Trierand for help with field
conditions may be a consideration. Transmissible probiotics would work, and the S.K. Schmidt lab for use of equipment. This work partially
aid disease control at the population level [33], and if able to emerged from the advanced ecology course led by H.-U. Reyer at the
persist through metamorphosis when applied to tadpoles, disease University of Zurich.
presentation at this critical developmental stage could be avoided
for A. obstetricans and other susceptible amphibians [40]. Addition- Author Contributions
ally, Bd metabolites are known to be toxic to amphibian Conceived and designed the experiments: DCW SB JK EK UT.
lymphocytes [50], and in this study were toxic to certain bacteria Performed the experiments: DCW HB SB JK EK UT LRD CB SH.
such as Serratia plymuthica (Fig. S6 in File S1), perhaps prohibiting Analyzed the data: DCW SB JK EK UT BRS. Wrote the paper: DCW
the use of certain probiotics intended as remedial biotherapy for BRS RK VM. Performed field work: DCW JK UT LRD.
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PLOS ONE | www.plosone.org 13 April 2014 | Volume 9 | Issue 4 | e96375
Ecography 36: 001–008, 2013
doi: 10.1111/j.1600-0587.2013.00001.x
© 2013 The Authors. Ecography © 2013 Nordic Society Oikos
Subject Editor: John R. Spence. Accepted 4 February 2013
How do low dispersal species establish large range sizes?
The case of the water beetle Graphoderus bilineatus
Lars Lønsmann Iversen, Riinu Rannap, Philip Francis Thomsen, Jos Kielgast and Kaj Sand-Jensen
L. L. Iversen (lliversen@bio.ku.dk) and K. Sand-Jensen, Freshwater Biological Laboratory, Biological Inst., Univ. of Copenhagen, Helsingørsgade
51, DK-3400 Hillerød, Denmark. – R. Rannap, Inst. of Ecology and Earth Sciences, Univ. of Tartu, Vanemuise 46, EE-51014 Tartu, Estonia.
– P. F. Thomsen and J. Kielgast, Centre for GeoGenetics, Natural History Museum of Denmark, Univ. of Copenhagen, Øster Voldgade 5-7,
DK-1350 Copenhagen, Denmark.
Species’ dispersal abilities have been considered a major driving force in establishment and maintenance of large range
sizes. However, recent studies question the general validity of this relationship because the relationship between dis-
persal ability and range size might in some cases be less important than species phylogeny or local spatial attributes. In
this study we used the water beetle Graphoderus bilineatus a philopatric species of conservation concern in Europe as a
model to explain large range size and to support effective conservation measures for such species that also have limited
dispersal. We recorded the presence/absence of G. bilineatus and measured 14 habitat and 20 landscape variables at 228
localities in Estonia, Poland and Sweden within the core range of the species. Using information theory and average
multivariate logistic regression models we determined that presence of G. bilineatus depended on landscape connectiv-
ity, distance to a possible source habitat, and stability of the site; however, specificity of habitat characteristics was not
vital for the species. We reason that the large range of G. bilineatus is best explained by the historical combination of
lakes, river systems and wetlands which used to be highly connected throughout the central plains of Europe. Our data
suggest that a broad habitat niche can prevent landscape elements from becoming barriers for species like G. bilineatus.
Therefore, we question the usefulness of site protection as conservation measures for G. bilineatus and similar philopat-
ric species. Instead, conservation actions should be focused at the landscape level to ensure a long-term viability of such
species across their range.
At the frontiers of ecology, biogeography, and interest in how species with low dispersive power attain large range sizes
climate-driven species extinction, there is considerable inter- and what processes drive the persistence of such large ranges.
est in the distributions and range sizes of species (Brown Habitat and landscape features, which affect the local
et al. 1996, Gaston 2006, Hof et al. 2011). For a broad range distribution of species, are generally regarded as decisive for
of taxa, dispersal ability appears to be a major driving the viability of populations at the local scale and, thus, the
force in establishment of large range sizes (Brown et al. distribution of species at the global scale (Joly et al. 2001,
1996, Gaston 1996, Gutierrez and Menendez 1997, Mora Bakker et al. 2002, Lowe and Bolger 2002, Armstrong
and Robertson 2005, Lowry and Lester 2006). However, in 2005). In this study we explored the paradoxical distri
a recent review, Lester et al. (2007) questioned the general bution pattern of a philopatric but widespread aquatic
validity of this relationship. In addition, recent studies insect species, the aquatic water beetle Graphoderus
have shown that the positive relationship between dispersal bilineatus, and attempted to understand its range size in rela-
ability and range size may, in some cases, be an artifact of tion to the factors that limit local persistence. We examined
phylogenetic bias or local spatial attributes (Gove et al. 2009, the habitat and landscape dependencies of this species
Garcia-Barros and Benito 2010, Mora et al. 2011). Thus across three different landscapes in northern and eastern
dispersal ability should be regarded as only one of several Europe. Graphoderus bilineatus uses a well-defined habitat
factors that may shape range size of a species (Lester et al. (lakes, ponds and other stagnant waters), and has a large
2007). Dennis et al. (2005), for example, have suggested European range size despite low dispersal capacity and is
that species ranges are fundamentally a result of interaction thus an ideal candidate for the purposes of this study.
between niche-breath and dispersal ability and niche- Graphoderus bilineatus is considered a threatened species
breadth itself is often regarded as an important characteri throughout its western distribution range where its
stic for establishing large range sizes (Gaston 2006). occurrence is rare and patchy (Nilsson and Holmen 1995,
Nonetheless, few studies have empirically addressed the basis Foster 1996, Hendrich and Balke 2000). It is strictly pro-
of species range sizes. In particular, little is known about tected within the EU-countries (Council of the European
Early View (EV): 1-EV
Union 1992) and is thereby among the few invertebrates 1993, Hendrich and Balke 2000, Cuppen et al. 2006).
worldwide receiving substantial attention in terms of active However, reports on specific habitat requirements of the
conservation measures. Hence, empirically clarifying species are contradictory and differ across the species range.
habitat–landscape relationships for this species will contri Habitats assumed to be essential for the species can be
bute to successful protection of the species and its habitats divided into two general categories: 1) clear and mesotrophic
within the framework of the EU Habitat Directive and the or oligotrophic larger lakes or canals with sparse vegetation
NATURA 2000 network. (Galewski 1971, Nilsson and Persson 1989, Cuppen et al.
2006), or 2) lakes with sun-exposed shallow zones and
dense marginal vegetation (Holmen 1993, Nilsson and
Material and methods Holmen 1995, Hendrich and Balke 2000).
Study species
Study areas
Graphoderus bilineatus is a medium size, predacious
water beetle (body length 14–16 mm) from the family The study was carried out in three areas located in the core
Dytiscidae. It has a univoltine life cycle with oviposition in of the European distribution of G. bilinieatus: the flood-
spring–early summer, followed by aquatic larvae stages and plain valley of the Narew River in eastern Poland; three
a terrestrial pupa stage (Nilsson and Holmen 1995, Foster national parks (Haanja, Karula and Emajõe-Suursoo) in
1996). Although some adults of G. bilineatus fly (Nilsson southeastern Estonia and the forest landscape of north
and Holmen 1995, Hendrich and Balke 2000) and these eastern Scania in Sweden (Fig. 1). These three areas were
beetles have normally developed flight muscles, only a frac- chosen based on differences in landscape shaping processes,
tion of specimens in a population seems to do so (Iversen and results gained across these areas form a general pattern
unpubl.). Flight studies in areas where G. bilineatus occur of the environmental variables determining the presence of
have not documented any flight activity for the species the species. They may be characterized as follows. The river
(Lundkvist et al. 2002). Overall, the descriptions of the valley in Poland is a dynamic landscape with large flood-
flight ability of G. bilineatus are rare or anecdotal and the plains dominated by grassland and cultivated rural areas.
species is regarded as having low dispersal power (Kehl Beavers are active both in the floodplains and in the
and Dettner 2007). Nonetheless, the species has a wide cultivated areas. The aquatic habitats are small to medium-
distribution, ranging west-east from France to western sized natural ponds and oxbow lakes and artificial man-
Siberia, and north-south from central Finland to northern made ponds used for watering cattle and breeding fish. The
Italy (Nilsson and Holmen 1995, Foster 1996). sites in Estonia are situated in a moraine landscape with
Several authors have described G. bilineatus as a hilly areas and larger wetlands. The landscape is a mosaic of
highly stenoecious species with a distribution restricted to a extensively used agricultural land and mixed or coniferous
specific combination of habitat characteristics (Holmen forests. Both large and medium-sized lakes are present in the
Figure 1. The geographic location of the 3 study areas. The bar graphs illustrates the percentage occurrence of G. bilineatus at numerous
sites (n) within each study area (blue present, red absent).
2-EV
landscape and flooding because of beaver activity is common Table 1. Habitat variables measured at each of the 228 sites; signifi-
in depressions and along streams. Small artificial ponds are cance levels were determined by univariate logistic regression.
scattered throughout the landscape, either due to their func- Habitat variables Acronym p-value
tion as sauna- or fishponds, or due to extensive conservation 2
Surface area (m ) log(area) 0.001
of small water bodies in this area (Rannap et al. 2009). The Shape: length/width ratio Shape 0.01
Swedish landscape consists of a mixture of conifer-dominated Maximum shallow zone: max.shal 0.05
forests and cattle-grazed farmland. The landscape is formed 0–30 cm (m)
by exposed bedrock, creating a myriad of lakes, mires and Minimum shallow zone: min.shal 0.05
0–30 cm (m)
bogs. In contrast to the two other areas there are no beavers.
Max depth ( 0.5, 0.5, 1 or Depth 0.001
1.5 m)
Maximum edge slope: max.slope 0.01
Data collection (5, 10, 25, 45 or 90 degrees)
Minimum edge slope min.slope 0.001
A total of 228 localities were investigated in 2010 and (5, 10, 25, 45 or 90 degrees)
2011 within the breeding period of G. bilineatus. A semi- Water color (clear, muddy, factor(water) 0.05
standardized dipnetting method adopted from Nilsson algal-green, brown)
and Svensson (1995) was used. The species was actively Grazing (yes/no) factor(grazing) 0.12
Shading from surrounding Shadow 0.001
sought during 45 min at each site by sweeping a hand trees (%)
dipnet (40 40 cm frame) through vegetation and detrital Vegetation above 1 m in vega1m 0.48
material and based on the search the species was recorded height (%)*
as either present or absent at each site. This survey method Vegetation below 1 m in vegb1m 0.07
has proven to be the most time effective for G. bilineatus height (%)
Floating vegetation (%) Fveg 0.01
(Klečka and Boukal 2011), with a coverage as good as or
Submerged vegetation (%)* Sveg 0.23
better than other sampling methods (Koese and Cuppen
2006). To rule out skill-related sampling bias, all fieldwork *Variables omitted from multivariate analysis.
was carried out by the same person (LLI). We believe
that detection of adult specimens serves as a reliable 2002) was used in a multivariate logistic regression model
proxy for breeding site status, because G. bilineatus has a environment. Information theory relaxes some of the
univoltine lifecycle and therefore it must reproduce every problems induced by stepwise model selection and classic
year for a population to persist. Additionally the presence null-hypothesis testing (Johnson and Omland 2004,
of the species did not show any signs of spatial autocor Whittingham et al. 2006, Stephens et al. 2007). The main
relation (Results), which indicate that it is within site effect of the 34 environmental variables was used as
reproduction and not yearly migration that is the major explanatory variable. Given that the predictive power of one
determinant of the presence of the species. Prior to the single model may not be clearly superior, model averaging
fieldwork sites that were directly interconnected by water- was performed across a set of candidate models. Estimates
ways, only one of them was randomly selected for the of parameters by model averaging are robust in the sense
study, though 228 localities were still examined. Finally, that they reduce model selection bias and account for model
to assess the reliability of the survey data, 10 Swedish selection uncertainty (Johnson and Omland 2004).
sites were re-sampled in 2011. The surveys generated the Hegyi and Garamszegi (2011) argued that only when a
same results as those obtained in 2010 (i.e. the same 5 full model containing all initial variables is analyzed, infor-
localities had G. bilineatus and the same 5 did not). mation theory can overcome the errors caused by stepwise
In total, 14 habitat characteristics and 20 landscape model reduction. However, creating an initial model from
level variables were collected for each site (see Table 1 and 2 all 34 variables produces an overly complex model and
for detailed description). Variables assumed to influence 234 potential sub models. Thus, following the recommenda-
presence/absence of G. bilineatus were selected based on tion of a prior explorative data search by Grueber et al.
existing literature and results of preliminary fieldwork (2011), two selection steps were applied in order to create
conducted on the species. The 20 landscape variables a set of candidate variables.
described environmental resistance to dispersal such as con- Firstly, a univariate analysis of each environmental
nectivity parameters (number of ponds within a given variable was conducted, testing the effect of the variable on
distance and distance to a lake or node in the landscape), the presence of G. bilineatus on a log-odds scale. A logistic
land cover types (ranging from open to closed and disturbed regression model with the environmental variable as the
to natural land cover classes) and the level of heterogeneity explanatory variable was performed, assessing the effect
in landscape structure. These habitat variables were derived of each variable by a c²-test (Table 1 and 2). From the
by GIS (ArcGis 9.3, www.ESRI.com) from contempo- univariate tests all variables with a p-value 0.15 were
rary land cover maps of each region. omitted from further analysis. Prior to the first selection
step, lake area was log-transformed to ensure that the
Data analysis probability of G. bilineatus’ presence would be zero when
lake area is zero. Additionally, the effect of landscape and
To explore the relationship between the presence of latitudinal or longitudinal gradient effects on G. bilineatus’
G. bilineatus and the environmental variables of interest, an presence were tested in the same framework as the environ-
information theoretic approach (Burnham and Anderson mental variables.
3-EV
Table 2. Landscape variables measured at each of the 228 sites; significance levels were determined by univariate logistic regression.
Landscape variables Acronym p-value
No. of ponds 100 m from site ponds100m 0.07
No. of ponds between 100 and 200 m from site ponds200m 0.05
No. of ponds between 200 and 800 m from site* ponds800m 0.30
Distance to lake (m) dist.lake 0.001
Distance to stream, ditch or river (m) dist.node 0.001
Habitat 0–500 m. % Forest of total area* forest500 0.50
Habitat 0–500 m. % Open land (grassland and field) of total area* open500 0.31
Habitat 0–500 m. % Urban/farm of total area urban500 0.14
Habitat 0–500 m. % Bogs/swamps of total area bog500 0.13
Habitat 500–1000 m. % Forest of total area* forest1000 0.23
Habitat 500–1000 m. % Open land (grassland and field) of total area open1000 0.15
Habitat 500–1000 m. % Urban/farm of total area* urban1000 0.80
Habitat 500–1000 m. % Bogs/swamps of total area* bog1000 0.56
Habitat 1000–2000 m. % Forest of total area* forest2000 0.34
Habitat 1000–2000 m. % Open land (grassland and field) of total area* open2000 0.20
Habitat 1000–2000 m. % Urban/farm of total area* urban2000 0.33
Habitat 1000–2000 m. % Bogs/swamps of total area* bog2000 0.88
No. of patches 10 000 ha21 (0–500 m) pd500 0.05
No. of patches 10 000 ha21 (500–1000 m) pd1000 0.05
No. of patches 10 000 ha21 (1000–2000 m)* pd2000 0.25
*Variables omitted from multivariate analysis.
Secondly, two initial logistic regression models were cre- possible overestimation of the degree that habitat variables
ated, containing habitat variables and landscape variables affect species occurrence (Legendre 1993, Keitt et al.
respectively (Table 2). These models were used to find the 2002) – a problem which also exists in parameter estimation
habitat and landscape level variables potentially affecting by information theory (Diniz-Filho et al. 2008). Spatial
the presence of G. bilineatus. From these initial models auto-correlation in the distribution of G. bilineatus could
second-order Akaike information criterion (AICc) values occur in the data for the following reasons: the descriptor
were calculated from all possible submodels. AICc was for species presence may not reflect independent breeding
chosen due to the low number of samples in relation to populations, but could be an artifact of temporary emigra-
the number of parameters present in the initial model tion from nearby sources. If this was true, auto-correlation
(Symonds and Moussalli 2011). From all the possible sub- should occur within close distance of a site with species
models the model with the lowest AICc value was identified, presence. Secondly, if long distance movements occur fre-
and a group of candidate models selected, containing quently, spatial auto-correlation would be present in the
all models within two units of this AICc value (Burnham catchment areas of each site. One way to assess the extent
and Anderson 2002). of spatial auto-correlation is correlograms of data, a graphi-
These models were averaged by the use of the MuMIn cal representation of the spatial correlation between
package in R (Barton 2012), and parameter estimates locations at a range of a given lag distances. In this study
were calculated from this average model. Before conducting the presence of spatial auto-correlation was assessed after
the analysis, all input variables were standardized to a accounting for the level of spatial auto-correlation explained
common scale with a mean of 0, and an SD of 0.5, in order by the explanatory model variables. This was achieved by
to ease the parameter interpretation and allow comparisons a spline correlogram produced from the Pearson residuals of
of effects. From the average habitat and landscape model, the final average model, using the R package ncf (Bjørnstad
explanatory variables with unidirectional parameter estima- and Falck 2001). The x-intercept in the spline correlogram
tions (within the 95% confidence intervals) were selected is the distance at which an object is no more similar than
as variables potentially affecting the presence of G. bilineatus what is expected by random placement across the region.
(Supplementary material Appendix 1, Table A2).
A final initial model was then formulated based on these
two selection steps (Table 3). The final model underwent Table 3. Variables included in separate habitat and landscape
models and a final model combining habitat and landscape
the same procedure as the habitat and landscape model, and variables.
from the 2ΔAICc models an average model was created.
From this averaged final model parameter estimates and Models Initial explanatory variables
95% confidence intervals were determined. The relative Habitat model Grazing, depth, vegb1m, min.shal, max.shal,
effect of each explanatory variable was expressed as the sum water, max.slope, min.slope, fveg, shadow,
of Akaike weights (wi) in the 2ΔAICc models, where the logarea, shape
Landscape urban500, field500, bog500, open1000,
variable occurred. The larger the sum of the Akaike weight, model ponds100m, ponds200m, pd500, pd1000,
the more important the variable is relative to the other dist.node, dist.lake
variables in the average model. Final model logarea, depth, max.slope, shadow, fveg,
An increasing amount of literature highlights the ponds200m, dist.lake, dist.node, bog500,
pd1000, open1000
presence of spatial auto-correlation in ecological data and
4-EV
Possible spatial auto-correlation is assessed using 95% point Table 4. Parameter estimates and relative importance of the land-
wise bootstrap confidence intervals calculated from 1000 scape and habitat variables for the final model. The estimates are
derived from an average model of five possible models explaining
bootstrap samples. the presence–absence of Graphoderus bilineatus.
The final model was evaluated for predictive ability
against the average habitat model and landscape model using 95% confidence Relative
Parameter Estimate intervals importance
a ROC curve. The ROC curve represents the relationship
between true presences and false presences for a range (Intercept) 20.59 [20.99, 20.19]
of threshold values classifying the probability of presence bog500 1.10 [0.03, 2.17] 1
Depth 0.49 [20.38, 1.37] 0.32
based on the predicted probabilities of G. bilineatus occur- dist.lake 1
21.77 [22.82, 20.72]
rence in the area (Fielding and Bell 1997). Differences dist.node 21.16 [22, 20.32] 1
between the predictive abilities of the three models were Fveg 20.87 [21.81, 0.07] 0.85
evaluated based on their AIC-values using a method for Logarea 2.50 [1.51, 3.5] 1
paired ROC-curves (DeLong et al. 1988). The ROC-curves max.slope 21.21 [22.1, 20.32] 1
and test statistics were created in the qROC package in R open1000 2.03 [1.05, 3.01] 1
(Robin et al. 2011). pd1000 21.55 [22.42, 20.68] 1
All analysis were conducted in R ver. 2.14.2 ( www. ponds200m 20.74 [21.65, 0.16] 0.63
r-project.org ). shading 21.08 [21.99, 20.18] 1
(with a one unit increase of the two variables odds decreased
Results by factors of 0.17 [0.06–0.49] and 0.31 [0.14–0.73]
respectively). 2) Type of land-cover. The amount of wetland
Graphoderus bilineatus was found in 43% of the 228 locali- within 500 m of each site was positively related to the
ties investigated, and site occupation varied between 36% presence of G. bilineatus (the odds changed by a factor of
in Estonia and 50% in Poland (Fig. 1 and Supplementary 2.99 [1.03–8.76]). The amount of open landscape between
material Appendix 1, Table A1). The chance of finding the 500 and 1000 m from the study site had a positive effect to
species did not differ significantly (p 0.19) among the the species (odds changed by a factor of 7.64 [2.86–20.29]).
three countries, nor did either longitude or latitude influ- 3) Landscape structure. The extent of landscape hetero
ence probability of occupation (p 0.79 and p 0.07 geneity between 500 and 1000 m from each site affected the
respectively). Thus, the data suggested no evidence of a geo- presence of G. bilineatus negatively (with a one unit increase
graphic gradient. in patch density, the odds decreased by a factor of 0.21
Two habitat variables and 10 landscape characteristics [0.09–0.51]).
were omitted from further analyses after the univariate There was no evidence of spatial auto-correlation in the
analyses (Table 1, 2; see also Methods). From the variables spline corellogram from the Pearson residuals of the final
used initially in the habitat and landscape models (Table 3), average model (Fig. 2). Thus, spatial auto-correlation is
respectively, six and four models were found to be within not likely to influence parameter estimates for the average
2ΔAICc (Supplementary material Appendix 1, Table A3). model (Table 4). The combination of habitat and landscape
Model averaging of these top models identified five habitat variables in one average model (Fig. 3) provided a better
variables and six landscape variables with unidirectional predictive model than habitat variables or landscape vari-
parameter estimation (Supplementary material Appendix 1, ables alone (Z 2.44, p 0.02 and Z 3.90, p 0.001
Table A2). These eleven variables were thus included in respectively). These results reflect findings of other studies
our final model (Table 3). From different combinations of (Richard and Armstrong 2010), highlighting the impor-
variables in the final model, five submodels were selected tance of integrating both the landscape characteristics and
within the 2ΔAICc (Supplementary material Appendix 1, habitat variables in ecological models.
Table A3). The results from the model averaging of these
five models and the parameter estimates of the standard-
ized variables are shown in Table 4. Three habitat variables Discussion
(log (surface area), maximum edge slope and the degree
of shadow) had constant parameter direction. With a one Our results explore the factors that potentially determine
unit increase in log(area), there was a positive effect on the population viability of G. bilineatus, and illuminate the
log-odds of G. bilineatus being present (relative change landscape features that may have lead to its current distribu-
in odds by a factor of 12.21 [4.53–33.12] (mean and 95% tion. The weak relationship between species presence and
CL)). In contrast, increases in maximum slope and the habitat variables suggests a wide habitat niche and contrasts
degree of shadowness at a site negatively affected the with the widespread perception of the species as being
log-odds of finding G. bilineatus (odds changed by a factor stenotypic. Interestingly, none of the habitat variables, tradi-
of 0.30 [0.12–0.73] and 0.34 [0.14–0.84] by one unit tionally thought to reflect suitability (e.g. vegetation type,
increase of the two predictor variables, respectively). water quality, depth of water, presence of shallow areas)
Five landscape variables with unidirectional parameter had substantial effect on the presence of G. bilineatus,
estimations can be referred to the following three groups: although in the literature they have long been regarded as
1) distance to a possible immigration source. Both increasing being crucial (Hendrich and Balke 2000, Cuppen et al.
distance to nearest lake and nearest node in the landscape 2006). We point out that these presumptions about the
had a negative effect on the presence of G. bilineatus nature of typical habitat are at the root of the EU Habitat
5-EV
sauna ponds and fish ponds. This could imply that the nega-
tive effect of steeper maximum slope might be solely related
to the unsuitable nature of these human created waters. The
positive effect of lake area on presence of G. bilineatus
reflects two important dependencies of a philopatric species
with low mobility: stability and immigration (Gaston
2006). Because filling of lakes to a great extent takes place
by in-growth of emergent plants and input of terrestrial
material across the periphery, larger lakes have a greater lon-
gevity than small lakes of the same mean depth (Wetzel
1983). Greater wind exposure in large lakes will also slow
sedimentation rates and enhance gas exchange rates with
the atmosphere and, thereby, stabilize oxygen and pH condi-
tions of benefit for water beetles (Sand-Jensen and Staehr
2009, Staehr et al. 2012). Overall, larger lakes are more
temporally stable compared to smaller waters, hence the
turnover rate is longer and mechanisms of metapopulation
dynamics less vital.
The positive relationship between nearby dispersal sources
Figure 2. Spline correlogram, with 95% point-wise bootstrap con- and the presence of G. bilineatus is doubtlessly driven by
fidence intervals of the Pearson residuals from the final averaged the limited dispersal ability of the species (Taylor et al.
model. 1993, Tischendorf and Fahrig 2000). The odds of a locality
being occupied are closely related to the distance to a
Directive and European NATURA 2000 Nature Conser potential source population. This source effect includes
vation Network guidelines for conservation of the species direct sources (distance to a lake) but also dispersal corridors
across the majority of its range. (rivers and ditches). However, the latter features can poten-
Our analysis did identify some features useful for tially act as both dispersal corridors and breeding sites
making predictions about site occupancy. For example, the (Vermeulen 1994). The fact that rivers, streams, and smaller
negative effect of the degree of shadow from surrounding channels in the landscape are used by G. bilineatus was
trees on species presence does seem to indicate that either confirmed in all three countries, where the species was
sun-exposed areas or an open flight path are important found in slow flowing canals or in larger meandering
for G. bilineatus. The species was also more commonly rivers. Positive association of occupied sites with wetlands
found at lakes with natural edges, but not necessarily in within a buffer distance of 500 m likely reflects a tendency
lakes with a wide shallow zone. Steep edges were, however, for short-distance movement in G. bilineatus. However,
associated with man-made waters such as stone quarries, overall, our results suggest a stronger effect of corridors as
dispersal routes, as opposed to stepping stones (in this case
as number of ponds within a given distance). Thus, it seems
that site occupation depends on a dense network of lakes
and temporally stable connectivity corridors.
Openness in the landscape up to 1000 m from each
site was positively related to the presence of G. bilineatus.
When flight does occur, it is assumed that localities in an
open landscape are more likely to become occupied than
localities in closed forest landscapes. Chin and Taylor
(2009) documented that an open landscape enhanced long
distance movements in a philopatric dragonfly, and this
mechanism could also be important for G. bilineatus.
Thus, the dependence of site occupation on an open land-
scape at 500–1000 m from each site may reflects an effect on
arrival potential of dispersing individuals. This hypothesis is
further supported by the negative relationship with land-
scape heterogeneity between 500 and 1000 m of the site.
These ideas about mechanism behind the patterns revealed
by our models should be further tested through empirical
studies focused on the potential flying capacity and dispersal
range of the species.
Clearly, G. bilineatus shows high dependence on land-
Figure 3. Smoothed ROC-curves describing the final model scape connectivity, distance to a possible source population
(AUC 0.89) and the two sub-models containing habitat and temporal habitat stability in its area of occupancy.
variables (AUC 0.85) and landscape variables (AUC 0.80) Importantly, the results suggest that G. bilineatus is some-
respectively. thing of a habitat generalist, and that landscape features are
6-EV
the major factors associated with the current distribution of Acknowledgements – We thank Michał Maniakowski (FPP
the species. This conclusion is equally evident in all three Consulting), Mariusz Sachmaciński (Łomża Landscape Park) and
countries and on the different landscape types investigated. Lars Briggs (Amphi Consult) for accommodation and practical
Given that G. bilineatus is philopatric with limited assistance during the fieldwork and Christian Bressen Pipper
(Faculty of Life Sciences, Univ. of Copenhagen) for comments on
dispersal capacity and that the local distribution is highly the applied statistic. We received numerous useful suggestions and
dependent on landscape features and structure, our linguistic improvements from John R. Spence that we greatly
findings can be evaluated in the context of the abundance- acknowledge. This study was supported by The Natural History
distribution range theory. Such theory assumes that Museum of Denmark and LIFE DRAGONLIFE (LIFE08
abundant species establish large range sizes simply due NAT/EE/000257).
to their relation to widely distributed habitats (Gaston
2006). For a species with low dispersal ability such as
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Supplementary material (Appendix ECOG-00001 at
www.oikosoffice.lu.se/appendix ). Appendix 1.
8-EV
The green heart of Africa is a blind spot in
herpetology
By Jos Kielgast & Stefan Lötters
T
he world’s second largest For a few years now we have aimed to
continuous tropical rain forest contribute towards filling this blind
is found in the Congo Basin. spot - improving the understanding of
It comprises a vast river drainage the evolution, ecology and systematics
area intriguingly similar to that of the of amphibians in the Congo Basin.
Amazon and includes more than 15 of We have been involved in different
the global WWF terrestrial ecoregions projects in cooperation with a number
(Olson et al. 2001; de Wasseige et al. of African and European institutions
2009). Fascinatingly, this notable area including the Belgian Royal Institute
for tropical biodiversity harbours one of of Science, the Belgian Royal Museum
the least known herpetofaunas on our for Central Africa, Museum Alexander
planet (Schiøtz 2006; Andreone et al. Fig. 1, Accumulated number of species described from Brazil (blue) Koenig and Max Planck Institute
2008). Most of the available knowledge and what is today The Democratic Republic of the Congo (red) for Evolutionary Anthropology
derives from expeditions in the (Germany), Centre de Recherche
beginning of last century and en Sciences Naturelles (DRC),
a few prominent collections and Universities of Libreville
during the colonial regimes (e.g. (Gabon), Kisangani and
Boulenger 1919; Noble 1924; Ahl Kinshasa (DRC). We regard
1931; Laurent 1943, 1950, 1972). faunistic surveys a basic step
Comparing the accumulated towards any other question. So
number of described species far we have been engaged in
through time from the DRC collecting and identifying species
with that of Brazil (The majority in Monts Cristal (Gabon), the
of the Congo and Amazon Ruwenzori Mountains (Uganda),
basins respectively) provide Fig. 2 Amphibian species richness according to the Global Amphibian Assessment Salonga National Park and a
(IUCN). Warmer colours indicate higher number of species. The Amazon and
an illustration of this (fig. 1). Congo river drainages are outlined in black. stretch of more than 350km of
A clearly exponential increase the Congo River (DRC). One of
in species numbers since the our focal groups is reed frogs,
fifties as observed for Brazil (as well as on global scale) has failed genus Hyperolius. Strictly employing an integrative taxonomic
to appear in the DRC. This distinct stagnation in the rate of new approach has revealed several conspicuous new species for the
species described may be interpreted as actually having described area as H. veithi (Fig. 3) from central DRC (Schick et al. 2010),
everything there. However, a more plausible explanation is among others yet un-described (Fig.4). However, a major part of
that the region has simply been out of reach for science due to working in this region consists of understanding names coined
poor infrastructure and an unpredictable security situation. with poor descriptions based on single or few specimens only ever
Further considering the Congo basin in the context of all current seen in preservation. An example is Hyperolius sankuruensis
knowledge of amphibian biodiversity it stands out as a rather (Froglog 95, p.15) which we have now collected on multiple
evident research gap in Afrotropical biodiversity (Fig.2). localities. A recent finding of this taxon initially led to the believe
Fig. 3 Hyperolius veithi. Photo: Jos Kielgast Fig. 4 Hyperolius sp. Photo: Jos Kielgast
16 | FrogLog Vol. 97 | July 2011
that it was new to science (Schiøtz Literature Cited
Ahl, E., 1931, Zur Systematik der
2006) until 2 specimens collected afrikanischen Baumfroschgattung Hyperolius
more than 50 years ago (Laurent (Amph. Anur.), Mitteilungen des zoologischen
Museums Berlin, 17, 1-132.
1979) were examined in the Royal Andreone, F., et al. (2008) Amphibians
Museum for Central Africa and the of the Afrotropical realm. In: Threatened
amphibians of the world. Stuart, SN,
identity clarified. In other species Hoffmann, M., Chanson, JS, Cox, NA,
Berridge, RJ, Ramani, P. & Young, BE (Eds).
all type material has presumably Barcelona: Lynx Edicions, in association
been lost and the difficult decision with IUCN, Conservation International and
NatureServe.
remains of coining new names or Boulenger GA (1919) Batraciens et reptiles
designating neotypes based on recueillis par le Dr. C. Christy au Congo Belge
dans les Districts de Stanleyville, Haut-Uelé et
poor descriptions. Hyperolius Ituri en 1912-1914. Revue Zoologique Africaine
7:1-29
cf. brachiofasciatus (fig 5) may De Wasseige, C., D. Devers, P. de Marcken,
be considered such an example. R. Eba’a Atyi, R. Nasi & P. Mayaux (2009): The
forests of the Congo Basin - state of the forest
Strikingly this species appear to be Fig. 5 Hyperolius cf. brachiofasciatus. Photo: Jos Kielgast 2008. Publications Office of the European
Union, Luxembourg.
both common and widespread in the
Laurent, R. F. 1943. Les Hyperolius
entire Congo Basin - rather thought- (Batraciens) du Musee Congo. Annales du Musée Royal du Congo Belge. Sciences
Zoologiques. Tervuren 4: 61-140.
provoking that this is the first ever published photograph of such a
Laurent R (1950) Exploration du Parc national Albert, Mission G. F. De Witte
distinct species although it is calling loudly to be noticed all along (1933-1935). Genres Afrixalus et Hyperolius (Amphibia Salientia). Institute des Parcs
Nationaux du Congo Belge 64:1-120, 127 plates
the Congo River.
Laurent RF (1972) Amphibiens, Exploration du Parc National des Virunga,
Deuxième Série, 22:1-125, L’Institut National pour la Conservation de la Nature de la
We call for a collaborative effort in exploring this neglected spot Republic du Zaire, Bruxelles.
in global herpetological biodiversity. Even the most basic of Laurent, R. F. 1979. Description de deux Hyperolius nouveaux du Sankuru (Zaïre)
(Amphibia, Hyperoliidae). Revue de Zoologie et de Botanique Africaines. Tervuren
knowledge is missing and the first steps towards understanding 93: 779-791.
the fauna of the region are difficult. However, the exploration of Noble, G. K. (1924) Contributions to the herpetology of the Belgian Congo based
on the collection of the American Museum Congo Expedition, 1909-1915. Part III.
patterns and processes of amphibian speciation, biogeography and Amphibia. Bulletin of the American Museum of Natural History 49:147-347.
Olson, D. M, E. Dinerstein, K. E. Wikramanaya, N.D. Burgess, W. D. N. Powell,
ecology in the Congo Basin is sure to provide important insights E.C. Underwood, J.A. D’amico, I. Itoua, H. Strand, J.C. Morrison, C.J. Loucks, T.F.
and novel understanding of the African herpetofauna. Allnutt, T. Ricketts, K. Kura, J.F. Lamoreux, W.W. Wettengel, P. Hedao & K.R.
Kassem (2001) Terrestrial ecoregions of the world: a new map of life on earth.
Bioscience 51(11):933-938.
Schick, S., J. Kielgast, D. Rödder, V. Muchai, M. Burger & S. Lötters (2010): New
Author details: Jos Kielgast1 and Stefan Lötters2. 1 University species of reed frog from the Congo basin with discussion of paraphyly in Cinnamon-
of Copenhagen, Natural History Museum of Denmark, 2100 belly reed frogs. Zootaxa, 2501: 23-36.
Copenhagen, Denmark. joskielgast@hotmail.com. 2 Trier Schiøtz, A. (2006) Notes on the genus Hyperolius (Anura, Hyperoliidae) in central
University, Biogeography Department, 54286 Trier, Germany République Democratique du Congo. Alytes 24:40-60
loetters@uni-trier.de.
Amphibians as indicators for the restoration of
degraded tropical forests
By Noor de Laat
T
he Upper Guinean forests in West Africa are known for persist in logged or fragmented forests (Ernst & Rödel, 2005).
their high number of endemic animal and plant species Therefore, amphibians could serve as meaningful indicators for
(Brooks et al. 2001), but face ongoing biodiversity-loss the restoration of degraded forests and could be a crucial part of a
through land conversion and forest degradation (Poorter et al. biodiversity monitoring program, providing important directions
2004; Ernst & Rödel 2005; Ernst et al. 2006; McCullough et al. for conservation.
2007; Hillers et al. 2008). Except for combating continued forest
loss, we should not forget that many plant and animal species To gather information on recovery of the species assemblage in
will return to regenerating forests at some stage. In a review of secondary forests, I designed a monitoring program for plants
39 published studies, Dunn (2004) concluded that after shifting and amphibians. A first evaluation of the system was conducted
cultivation it takes 20-40 years for species richness to recover. in the Ashanti Region of Ghana (West Africa). This project was
Unfortunately most studies have been carried out at small spatial conducted in collaboration with FORM Ghana Ltd, a company
and temporal scales and they often lack replication (Gardner, that started reforestation projects on a previously highly degraded
2010). This situation restricts our ability to make predictions Forest Reserve seven years ago. Together with local employees
about species richness recovery and species conservation in of FORM Ghana I extensively searched along small rivers and in
secondary forests. swampy areas for frog and toad specimens. We visited nine such
possible microhabitats during one week in November 2010, at the
Amphibians are very sensitive to habitat degradation (e.g., Wake end of the raining season. I assumed that differences in results
1991; Blaustein et al. 1994; Ernst et al. 2006). Many endemic caused by variation in sampling technique and effort between
and range-restricted forest frogs are for example unable to collectors were smoothed out over time.
FrogLog Vol. 97 | July 2011 | 17
Detection of a Diverse Marine Fish Fauna Using
Environmental DNA from Seawater Samples
Philip Francis Thomsen1*., Jos Kielgast1., Lars Lønsmann Iversen2, Peter Rask Møller3,
Morten Rasmussen1, Eske Willerslev1*
1 Centre for GeoGenetics, Natural History Museum of Denmark, University of Copenhagen, Øster Voldgade, Copenhagen, Denmark, 2 Freshwater Biology Section,
Department of Biology, University of Copenhagen, Helsingørgade, Hillerød, Denmark, 3 Vertebrate Department, Natural History Museum of Denmark, University of
Copenhagen, Universitetsparken, Copenhagen, Denmark
Abstract
Marine ecosystems worldwide are under threat with many fish species and populations suffering from human over-
exploitation. This is greatly impacting global biodiversity, economy and human health. Intriguingly, marine fish are largely
surveyed using selective and invasive methods, which are mostly limited to commercial species, and restricted to particular
areas with favourable conditions. Furthermore, misidentification of species represents a major problem. Here, we
investigate the potential of using metabarcoding of environmental DNA (eDNA) obtained directly from seawater samples to
account for marine fish biodiversity. This eDNA approach has recently been used successfully in freshwater environments,
but never in marine settings. We isolate eDNA from K-litre seawater samples collected in a temperate marine ecosystem in
Denmark. Using next-generation DNA sequencing of PCR amplicons, we obtain eDNA from 15 different fish species,
including both important consumption species, as well as species rarely or never recorded by conventional monitoring. We
also detect eDNA from a rare vagrant species in the area; European pilchard (Sardina pilchardus). Additionally, we detect
four bird species. Records in national databases confirmed the occurrence of all detected species. To investigate the
efficiency of the eDNA approach, we compared its performance with 9 methods conventionally used in marine fish surveys.
Promisingly, eDNA covered the fish diversity better than or equal to any of the applied conventional methods. Our study
demonstrates that even small samples of seawater contain eDNA from a wide range of local fish species. Finally, in order to
examine the potential dispersal of eDNA in oceans, we performed an experiment addressing eDNA degradation in seawater,
which shows that even small (100-bp) eDNA fragments degrades beyond detectability within days. Although further studies
are needed to validate the eDNA approach in varying environmental conditions, our findings provide a strong proof-of-
concept with great perspectives for future monitoring of marine biodiversity and resources.
Citation: Thomsen PF, Kielgast J, Iversen LL, Møller PR, Rasmussen M, et al. (2012) Detection of a Diverse Marine Fish Fauna Using Environmental DNA from
Seawater Samples. PLoS ONE 7(8): e41732. doi:10.1371/journal.pone.0041732
Editor: Senjie Lin, University of Connecticut, United States of America
Received April 5, 2012; Accepted June 25, 2012; Published August 29, 2012
Copyright: ß 2012 Thomsen et al. This is an open-access article distributed under the terms of the Creative Commons Attribution License, which permits
unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.
Funding: This study was funded as basic research by the Danish National Research Foundation and the Aage V. Jensen Charity Foundation. The funders had no
role in study design, data collection and analysis, decision to publish, or preparation of the manuscript.
Competing Interests: The authors have declared that no competing interests exist.
* E-mail: ewillerslev@snm.ku.dk (EW); pfthomsen@snm.ku.dk (PFT)
. These authors contributed equally to this work.
Introduction An alternative approach for monitoring marine fish is that of
environmental DNA (eDNA), i.e. the extraction and analysis of
The marine environment represents considerable value in terms genetic material obtained directly from environmental samples
of biodiversity [1] and economics through fisheries and other [13]. For macro-organisms, the approach was first applied to
products derived from the sea [2,3]. Fish are the most species-rich terrestrial sediment samples revealing ecosystems of extinct and
group of vertebrates and constitute a keystone in present-day extant mammals, birds, and plants [14]. Later the same approach
monitoring of environmental health of marine ecosystems. was successfully used on ancient cave sediments [15] and ice cores
Nevertheless, fish species and populations worldwide are under [16] as well as ancient and contemporary sediments across a
threat and suffer from over-exploitation [4–7] with considerable variety of taxa, habitats and climates [17–28]. Recently, eDNA
impact on human health [8]. Contemporary monitoring of marine from Bull frogs was successfully retrieved from contemporary pond
fish biodiversity and resources is largely dependent on invasive and water samples [29]. This approach has since been used to detect
selective methods, such as bottom trawls and rotenone poisoning other amphibians [30] and invasive fish species [31] in freshwater.
[9], which can only be carried out in particular areas where Furthermore, it has been demonstrated that rare and endangered
conditions are favourable. Furthermore, correct identification of freshwater insects, crustaceans, amphibians, fish and mammals
many species across both non-commercial (e.g. Syngnathidae) and can be monitored and quantified using eDNA, and that such an
commercial (e.g. Ammodytidae) groups is problematic using approach can account for entire lake faunas [32]. Despite these
traditional methods; leaving databases flawed with errors [10] successful applications, the detection of macro-organisms by
and checklists incomplete [11,12].
PLOS ONE | www.plosone.org 1 August 2012 | Volume 7 | Issue 8 | e41732
Fish eDNA from Seawater Samples
eDNA has to our knowledge never been reported from marine from whales can be obtained from seawater [37]. Targeting DNA
water samples. from macro-organisms in environmental water samples is not
In this study we present the first recording of marine fish comparable to targeting microbial organisms, as the former is
biodiversity using eDNA from seawater samples. present only as true eDNA (cellular debris or free DNA), whereas
the latter may be detected by DNA deriving from whole, living
Results organisms present in the water samples. The fish eDNA detected
in this study most likely derives from intestinal cells, sloughed skin,
Three seawater samples were collected in a temperate marine scales or mucus and may consists of both free DNA, cellular debris
ecosystem in Denmark (Fig. 1). Samples were filtered, DNA and particle bound DNA. Animal cells exposed to the environ-
amplified and sequenced (see Materials and Methods section). A ment will quickly undergo lyses, but the specific source and relative
comparison with the GenBank sequence database revealed DNA ratio of cellular bound and free DNA is mostly studied in soil and
from 15 different fish species, representing a diversity of 9 orders sediment samples (e.g. [38,39,40]), but remains unclear in aquatic
and 11 families (Fig. 1, Table 1). These include both important environmental samples. The filter matrix size of 0.45 mm, used in
consumption species, such as Atlantic cod (Gadus morhua), this study and [30] as well as 1.5 mm filters [31] and even 3.0 mm
European eel (Anguilla anguilla), European plaice (Pleuronectes platessa) filters [41] have been used previously to isolate eDNA from
and Atlantic herring (Clupea harengus), as well as non-commercial freshwater. Considering the size of a DNA molecule, it is thus
species like Goldsinny-wrasse (Ctenolabrus rupestris), Shorthorn quite likely that some of the detected eDNA is particle or cellular
sculpin (Myoxocephalus scorpius) and Greater pipefish (Syngnathus bound.
acus). We also detected DNA from European pilchard (Sardina
Despite recent successful applications of eDNA detection in
pilchardus) – a vagrant fish species in the region – and 4 species of
freshwater systems [29–32,41] we find it surprising how well the
birds, including the Red-throated loon (Gavia stellata), which only
approach performs on marine water samples considering: i) the
passes the area occasionally during migration. There was a small
larger water-volume to biomass ratio of marine ecosystems
difference in the species composition obtained by eDNA from the
compared to that of freshwater, ii) the effects of sea-currents and
three samples, with more species on the outer pier, compared to
wave action, and iii) the impact of salinity on the preservation and
inner pier and open beach (Fig. 1).
extraction of eDNA. These factors likely mean that eDNA in
As a comparison to the eDNA metabarcoding method, we
marine water is much less concentrated, more quickly dispersed,
conducted expert surveys in the same area using 9 different
and may be less efficiently extracted from the water column. Still,
conventional methods, which yielded varying coverage of fish
our data reveals that marine water samples of just K litres yield
species diversity (Fig. 2, Table S1). Among the conventional
eDNA from a variety of fish taxa, ranging from highly abundant
surveillance methods, fish pots performed least efficient by
species, such as the European plaice, to the rarely recorded
uncovering on average only 4.3 fish species per sampling event,
vagrant species; European pilchard (Fig. 1). We found a small
whereas night-snorkeling and bottom trawl performed the best, by
difference in the fish species compositions recovered by eDNA
detecting an average of 14.7 and 13.3 species, respectively.
from the three different sites sampled at a very localised scale
However, all conventional methods were outperformed or
(Fig. 1). However, it remains unclear whether these differences
equalled by the eDNA approach finding 15 species.
were due to stochasticity in PCR amplification, insufficient depth
In order to address the potential dispersal of eDNA in oceans,
of sequencing or a truly patchy occurrence of fish assemblages and
we performed an experiment investigating eDNA degradation. A
their eDNA in the environment.
50 L seawater sample was collected and frequently sub-sampled
Importantly, when comparing results obtained with eDNA to
for 15 days. Species-specific eDNA sequences were amplified by
quantitative PCR (qPCR) for two target species (Gasterosteus those obtained from an array of 9 different conventional methods
aculeatus and Platichthys flesus) showing initial concentrations of 48 used in fish surveys, the eDNA approach performed remarkably
and 214 DNA molecules pr 400 ml seawater, respectively. well (Fig. 2). It should be noted that snorkeling, trawl and seine,
Importantly, the results suggest that even very small (100-bp) which represents the methods with efficiencies closest to the eDNA
eDNA fragments degrade beyond detectability within few (0.9– approach, are either heavily dependent on competent experts in
6.7) days (Fig. 3), (See also Material and Method section). The fish identification on-site (snorkeling), or only possible where
detection threshold below which DNA could no longer be detected seabed conditions allow it (trawl and seine). Stratified randomized
was near equivalent for both species (approximately 25 DNA bottom trawl surveys represent a cornerstone for marine
molecules pr 400 ml water), indicating that this may be a rough monitoring in the framework of the International Council for
general threshold for the applied method. Average concentration the Exploration of the Sea [3]. These surveys cannot be carried
of DNA in the three samples used for sequencing, was also out in shallow waters, areas with rocks, reefs, kelp or other
quantified for the two target taxa, yielding similar initial obstacles on the seabed, and are also difficult in areas with soft
concentrations (446 and 215 molecules pr 400 ml seawater for sediment [42,43]. This leaves a bias in the way marine fish faunas
Gasterosteus aculeatus and Platichthys flesus, respectively). are monitored today, excluding important areas for biodiversity
All DNA extraction blanks and PCR controls performed during and fisheries. In contrast to many conventional methods, the
the experiment turned out negative, leaving no indication of eDNA method can be performed in virtually any marine habitat,
contamination. and require little expertise or effort in sampling. Additionally, the
molecular identification is more confident and objective than
visual identification of species, which is in many cases difficult even
Discussion
for experts. Conversely, DNA based species identification rely on
While it has been widely demonstrated that microbial knowledge of species-specific sequences compiled by taxonomic
(prokaryotic and eukaryotic) biodiversity can be studied by experts. However, global initiatives addressing this need have been
sequencing DNA from filtered seawater samples (e.g. [33–36]), established, and databases are rapidly growing (http://www.
we show here, for the first time, that seawater contain a high boldsystems.org). A specific initiative to provide DNA barcodes of
density of detectable eDNA from macro-organisms, such as fish. all the world’s fish species was launched in 2005, and has today
At the same time, it has now been demonstrated that also eDNA covered more than a third of all described species [44,45]. It is
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Fish eDNA from Seawater Samples
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Fish eDNA from Seawater Samples
Figure 1. Summary of results showing sampling site and panel of fish species recovered by eDNA. Sampling locality (The Sound,
Elsinore, Denmark) for this study with the three sampling sites; 1) open beach, 2) outer pier, 3) inner pier. The 15 different fish species obtained by
eDNA in this study are shown with colour codes explaining in which of the three sampling sites they were found. All fish drawings by Susanne
Weitemeyer ß.
doi:10.1371/journal.pone.0041732.g001
clear that this remaining gap in knowledge will for some time sampled in this study), we estimate that eDNA could in this case
impair the usefulness of eDNA monitoring in faunas where all travel between ca. 40 km–600 km in the oceans before degraded
species have not yet been DNA barcoded. On the other hand, the beyond detectability.
most complex and species-rich systems are also the most However, many other factors such as water temperature, wind
challenging to monitor with conventional methods, and likely speed, wind direction and local changes in currents will have great
where the advantage of eDNA will represent the most significant impact on the potential distance that eDNA can be transported in
improvement for future monitoring. oceans. The average initial concentration of DNA molecules pr
It is obvious that sea currents may move eDNA beyond the area 400 ml seawater in the three original collected samples used for
where species actually occur, leaving the possibility for false sequencing, showed similar (446 vs. 48) or very similar (215 vs. 214)
positive records. Also, fish predators such as birds, mammals or values as seen in the eDNA degradation experiment for Gasterosteus
other fish species may distribute DNA from prey items across aculeatus and Platichthys flesus, respectively. Given the different time
marine localities through defecation. Importantly however, our that the water samples were collected for the two purposes (October
results from the fish eDNA degradation experiment convincingly 2011 vs. May 2012), it is obvious that seasonal and yearly variation
show, that even small (100-bp) eDNA fragments in seawater as well as species phonology of G. aculeatus could easily account for
persists for only a few days above detection threshold of the observed difference in eDNA for this species.
approximately 25 molecules pr 400 ml seawater at 15uC (Fig. 3). Most importantly, as a consequence of continuous dilution, the
In freshwater, the decay of eDNA beyond the threshold of probability of detecting eDNA in marine waters very likely
detectability has been demonstrated to happen at a scale of days or decreases rapidly with distance to its source, making recovery of
weeks [32,46]. Notably, however, DNA degradation in seawater eDNA of local origin much more plausible. Therefore, we feel
has previously been suggested to be substantially faster with an convinced that eDNA obtained from marine water samples should
empirical turnover rate as low as 10 hours [47], which supports represent only local fish fauna. This may also be the reason why
our findings and indicate lower probability of long distance we do not detect any truly exotic species (i.e. species living in
dispersal of eDNA in marine ecosystems. Using an approximate deeper waters, different salinity or different latitude). Apart from
degradation time of eDNA beyond detectability of minimum the European pilchard, we only recovered eDNA from species
12 hours and maximum 1 week, and given a rough average speed resident to the area, suggesting that either there is no eDNA from
of ocean currents of 1 m/sec (normal in the Sound of Elsinore, non-resident species present, or that such DNA is too dilute to be
Table 1. Summary of species-specific eDNA sequences recovered in this study.
Taxon Order Family Species Sequence (59-93)
Fish Pleuronectiformes Pleuronectidae Pleuronectes platessa CCGCTCGTCACGCCGCCACACATCAAGCCAGAGTGATACT
Pleuronectiformes Pleuronectidae Limanda limanda CCACTTGTTACACCCCCACATATCAAGCCCGAATGATATT
Pleuronectiformes Pleuronectidae Platicthys flesus CCACTCGTCACGCCACCACATATTAAGCCAGAGTGATACT
Perciformes Zoarcidae Zoarces viviparus CCACTAGTCACCCCACCCCACATCAAGCCCGAGTGGTACT
Perciformes Labridae Ctenolabrus rupestris TCGTACTTATGGTGGTCCCCATCCTTCACACATCTA
Perciformes Trachinidae Trachinus draco CCCCTAGTAACTCCTCCTCATATTAAGCCTGAATGATACT
Anguilliformes Anguillidae Anguilla anguilla CCAATAGTTACTCCGCCACACATTAAGCCAGAGTGGTATT
Salmoniformes Salmonidae Salmo trutta AACCCCCTAGTCACCCCACCTCATATCAAGCCCGAATGATACTTCCT
Gadiformes Gadidae Gadus morhua CCCATCGTTACCCCACCTCATGTTAAGCCCGAATGATATT
Gasterosteiformes Gasterosteidae Gasterosteus aculeatus CCATTAGTCACTCCACCTCACATCAAGCCTGAATGGTACT
Gasterosteiformes Gasterosteidae Spinachia spinachia CCATTAATTACTCCTCCTCACATTAAACCTGAATGATATT
Syngnathiformes Syngnathidae Syngnathus acus CCTTTAGTTACTCCTCCACATATCAAACCGGAATGATACT
Clupeiformes Clupeidae Sardina pilchardus CCCATGGTTACCCCACCACACATTAAGCCGGAGTGATACT
Clupeiformes Clupeidae Clupea harengus ATTCCGAACAAGTTGGGAGGAGTGCTTGCTCTCCTATTCTCAATT
Scorpaeniformes Cottidae Myoxocephalus scorpius TAGATAACGCTACACTTACCCGCTTTTTTGCC
Birds Gaviiformes Gaviidae Gavia stellata CCACTCGTTACACCCCCTCACATTAAGCCAGAGTGATACT
Columbiformes Columbidae Columba livia CCTCTAGTTACACCTCCCCATATCAAACCAGAATGATACT
Anseriformes Anatidae Cygnus olor AGTATCATTCTGGTTTAATGTGTGGAGGGGTTACTAGAGG
Pelecaniformes Phalacrocoracidae Phalacrocorax carbo CTAAAAGACATCCTAGGTTTCACACTCCTACTCCTCCTCCTAACAACAATA
All sequences are generated by pyrosequencing using Roche GS FLX 454 platform, except the 5 sequences obtained with species-specific primers (see Table 2), which
are generated by cloning and subsequent Sanger sequencing. All sequences are full-length 100% match to the particular species only, identified by BLAST to the
Genbank nucleotide database. Sequences are given without primers.
doi:10.1371/journal.pone.0041732.t001
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Fish eDNA from Seawater Samples
Figure 2. Number of fish species recorded by 9 different conventional survey methods and eDNA at The Sound of Elsinore,
Denmark. Bars show mean number of fish species caught across surveys in 2009, 2010 and 2011 and error bars represent the standard deviation
(see also Table S1). The eDNA bar represents the total amount of fish species recorded by this method in 2011. *) Depend heavily on competent
experts in fish identification. **) Only possible where seabed conditions allow it.
doi:10.1371/journal.pone.0041732.g002
picked up with the applied sampling procedure. The recovery of It also remains untested whether the amount of eDNA
eDNA from the European pilchard, which is normally regarded as molecules in marine water reflects population sizes and/or
a warm-temperate species, is somewhat surprising given that the biomass of the local fauna as seen is freshwater [32,41]. This
species is only rarely sighted in the sampling area. However, this has large applications for monitoring of marine biodiversity and in
species is getting increasingly more common in the northern North particular fisheries, where data beyond species presence is
Sea and adjacent waters possibly due to warmer climate [48]. essential.
Furthermore, it is a species that is easily overlooked by Another potential limitation for the eDNA approach is PCR
conventional surveys due to similarity to common resident taxa. primer design. It is inherent to the use of generic primers that
Therefore, we find it likely that the eDNA detection of European there is a trade-off between targeting higher taxonomic levels and
pilchard is due to authentic occurrence of the species in the area, detecting rare sequences. Primer affinity bias leads to certain
rather than eDNA originating far from the sampling site. The sequences (species) amplifying less efficiently than others, poten-
recovery of eDNA from Red-throated loon (Gavia stellata) was also tially limiting the monitoring results to species, which are expected
unexpected, but this finding could be authenticated by exact to be locally present and are therefore used in primer design, or in
records in the national bird watching database (http://www. general simply to species-specific sequences with the best primer
dofbasen.dk/) showing the species to be locally present at the time affinity. However, this limitation will continuously become less
of sampling. We exclude the possibility of a laboratory crucial due to optimization and publication of primers for eDNA
contamination, based on negative PCR controls, extraction blanks studies, as well as significant increase in sequencing depth and
and since no work has ever been performed on the particular rapid advances in sequencing technology, some of which are
species in the settings where this study was carried out. Hence, independent of initial PCR amplification.
these findings illustrate how the eDNA approach may be useful in Regardless of many potential present limitations and a need for
detecting unexpected species. more basic knowledge, the eDNA approach in marine environ-
Despite our promising findings, it is important to emphasize ments have widespread perspectives in terms of biodiversity
that a number of issues need to be thoroughly addressed before monitoring and fisheries. This study provides the first evidence
eDNA can be considered a reliable tool for monitoring biodiversity that a very simple eDNA based survey may offer a coverage of
in marine ecosystems. In particular the dispersal of eDNA in local marine fish faunas, which is comparatively better than, or at
marine water must be better understood. This includes to what least as good as, any single conventional method used here.
extent abiotic factors, like temperature and salinity, affect results. Importantly, we also demonstrate experimentally that eDNA
Similarly, an understanding of the phenology, changing metabo- degrades rapidly in seawater, indicating that detectable DNA is
lism and DNA excretion of target species may well have most likely of local origin. We believe that eDNA based surveys
implications for the use of eDNA in monitoring.
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Fish eDNA from Seawater Samples
Figure 3. Results from eDNA degradation experiment. eDNA concentration in seawater as a function of time for the two fish
species; Platichthys flesus (circles) and Gasterosteus aculeatus (triangles), investigated in a 50 l aquarium. Time points with no detection
of eDNA signals are shown in red. The lines show simple exponential decay models, p,0.001 (Platichthys flesus) and p,0.05 (Gasterosteus aculeatus).
Dashed line shows the suggested detection threshold of 25 DNA molecules pr 400 ml seawater. Estimated time for eDNA to degrade beyond the
detection threshold was estimated to be 0.9 days for Gasterosteus aculeatus and 6.7 days for Platichthys flesus. See also Materials and Methods section.
doi:10.1371/journal.pone.0041732.g003
may in the future fill an important gap in broad-scale monitoring pier and on open beach (Fig. 1). Samples were collected from
of marine biodiversity and resources. surface water at depths of 1.5–6 m. Each sample was a pool of 30
sub-samples of each 50 ml collected along a 145 m transect, taking
Materials and Methods one sub-sample every 5 m. All samples were immediately stored at
220uC until extracted.
Sampling locality For the eDNA degradation experiment, a total of 50 l of
The study was carried out at The Sound of Elsinore, Denmark seawater was collected as twenty-five 2-l samples May 16th 2012 in
(56.04387uN, 12.61309uE) (Fig. 1). The Sound of Elsinore (outer pier and open beach), where the
original samples, used for sequencing, were also collected. The
Conventional fish surveys samples were pooled into a 54 l aquarium and an initial sub-
Occurrence data of fish species in the study area was obtained in sample of 400 ml was taken within one hour after sampling (t = 0).
late August in 2009, 2010 and 2011 by experiments led by fish The aquarium was set up to mimic natural conditions, kept at a
expert PRM (Table S1). In order to find as many species as constant 15uC, with a 12-hour daylight cycle (standard household
possible, a wide range of methods were applied each year: five fish 15 watt neon tube) and equipped with a circulation pump
pots, two fyke-nets, one beach-seine (width 6 m) dragged for about powerhead (600 l/hour) ensuring full admixture and oxygenation.
100 m near shore, one multi-mesh gillnet (100*1.5 m, mesh sizes Subsamples of 400 ml water were taken from the aquarium at
6.5–110 mm), two hours of push netting (width 68 cm, mesh size close intervals (hours – days) from May 16th to May 31st 2012, and
8 mm), two hours of angling with lures, two hours of snorkeling all samples were immediately stored at 220uC until DNA
during the day, two hours of snorkeling at night, and half an hour extraction.
of bottom trawling (width 4 m, height 1,5 m, cod-end mesh size
10 mm) from R/V Ophelia. DNA extraction
Permission for scientific fishing was provided by the Danish K litre of each of the three 1.5-litre seawater samples was
Ministry for Food, Agriculture and Fishery (journal no. 2009- vacuum-filtered onto 47 mm diameter 0.45-mm pore size nylon
02530-23088). filters (Osmonics, Penang, Malaysia). Immediately after, DNA was
extracted from the filters using bead beating and Qiagen DNeasy
Water sampling Blood & Tissue Kit (using spin-column protocol). Filters were
Three 1.5-litre seawater samples were collected on October 1st rolled up, cut into ca. 1 mm slices and placed in 2 ml tubes. 0.3 g
2011. Samples were collected along the inner pier, along the outer of 0.5 mm Zirconia/Silica Beads (Biospec Products, Bartlesville,
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Fish eDNA from Seawater Samples
USA) and 720 ml ATL Buffer were added to each tube, which Table 2. Primers and probe details showing sequences,
were then shaken in a Bead Beater 8 (Biospec Products, target taxa and fragment sizes.
Bartlesville, USA) with 2800 oscillations/min for 45 sec. After
this the tubes were incubated at 56uC for 30 min, followed by
another beating and incubation step as above. Then 80 ml of Name Sequence (59-93) Target taxon Fragment
Proteinase K were added to each tube followed by a final
Fish2bCBR GATGGCGTAGGCAAACAAGA Fish 80
incubation step at 56uC for 2 hours with agitation. Samples were
then vortexed for 15 sec and spun for 1 min (6000 g). Each Fish2CBL ACAACTTCACCCCTGCAAAC
supernatant (600 ml) was transferred into new 2 ml tubes. Fish2degCBL ACAACTTCACCCCTGCRAAY Fish 80
Hereafter the Qiagen DNeasy Blood & Tissue Kit (manufactures Fish2CBR GATGGCGTAGGCAAATAGGA
protocol) was followed for the remaining part of the DNA ClupeaCBL CATACGCCATTCTTCGATCA Clupea harengus 85
extraction, with the following minor adjustments; 600 ml AL
ClupeaCBR GGAACAAGCAGAAGGACCAG
Buffer, 600 ml Ethanol, and final elution steps of 2650 ml AE
MyoxoCBL GATCTGAGGCGGTTTCTCAG Myoxocephalus 72
Buffer for each sample.
scorpius
Extraction of seawater samples for the eDNA degradation
MyoxoCBR AAGGGGAAAAGGAAGTGGAA
experiment was performed as above on a total of nineteen 400 ml
water samples. SalmoCBL CGGACAATTTTACGCCTGCC Salmo trutta 87
SalmoCBR GAAGGATTGCGTAGGCGAAT
PCR amplification LabrusCBL CGCCCTCCTATCCTCTATCC Ctenolabrus 76
For PCR, two generic and four species-specific primer sets were rupestris
developed to target small (,100 bp) fragments of the mitochon- LabrusCBR GAAGGTGATGCTCCGTTGTT
drial gene cytochrome b (cytb) in fish (Table 2). Part of the cytb gene TrachuCBL CGTTCCACCCATACTTCTCC Phalacrocorax 92
was used, since GenBank had the best coverage of the local fish carbo
fauna for this genetic region. This gene has been used successfully TrachuCBR AAGGTTTGGGGAAAATAGTGC
for a similar approach in previous studies [32]. The four species- GaacCBL ACGCCACCTTAACACGTTTC Gasterosteus 101
specific primers were applied since PCR using generic primers on aculeatus
DNA extracted from fresh tissue, showed less efficient amplifica- GaacCBR AGAGCCTGTCTGGTGAAGGA
tion on these particular species, which are known to occur in the Gaac.probe CTGGTGCCACACTTGTTCAC
area. 25 ml PCR reactions were performed using 2 ml DNA
PlflCBL CCGCAACAGTGATTCACCTA Platichthys flesus 104
extract, 10 ml TaqManH Environmental Master Mix 2.0 (Life
Technologies), 1 ml of each primer (10 mM) and 11 ml ddH2O PlflCBR TGTGAAGTAGGGGTGGAAGG
under thermal conditions: 95uC for 7 min., followed by 50 cycles PlflCB.probe CCACGAAACGGGCTCAAACA
of 94uC for 30 sec., 50–60uC for 30 sec. and 72uC for 20 sec.
Fragment sizes are given in base pairs including primers. All primers were
completed with a final 72uC for 5 min. PCR products were designed for this study and amplify part of the Cytochrome b (cyt-b) gene. All
verified on 2% agarose gels stained with GelRedTM, and purified regular PCRs were performed at 50uC annealing temperature and all qPCRs at
using a Qiagen MinElute PCR purification kit or using e-gel 60uC annealing temperature. Probes are Minor Groove Binding (MGB) probes
sizeselect 2% (Invitrogen, Life technologies, Denmark). Through- and have the modifications; 59: 6-Fam (D-L-Probe), 39: BHQ-1.
doi:10.1371/journal.pone.0041732.t002
out the study we used separate laboratories for pre- and post-PCR
procedures, and employed rigorous controls to monitor contam-
ination including DNA extraction blanks and PCR blanks. Sequence Identification
Extracted sequences (trimmed for primers) were compared with
454 pyrosequencing GenBank Nucleotide database using BLAST [49]. Taxon
A total of six samples, each representing a pool of 8 PCR identification was made using MEGAN 4 [50], with following
replicates with one of the two generic primer sets performed on LCA settings: Min. Support = 2, Min. Score = 50, Top Per-
DNA extracts from each of the three samples, were sequenced cent = 2.
using Roche GS FLX 454 pyrosequencing. Library builds on the Only sequences with full-length 100% match to a single species
six samples were carried out using custom Y-shaped adaptors with were considered.
MID barcode identifiers, and all reactions were performed
according to protocol using NEBnext DNA Sample Prep Master Quantitative PCR (qPCR)
Mix Set 2 (New England Biolabs, Ipswich, MA). Sequencing was For the eDNA degradation experiment, TaqMan qPCRs were
carried out in accordance with manufacturer’s guidelines. A total performed on a Stratagene Mx3000P.
of 20,315 sequences were generated on one-half of an XLR70 Two species-specific sets of primers and TaqMan minor groove
PTP (Roche, Basel, Switzerland). Sequence files were sorted into binding (MGB) probes were developed to target small (101–
separate files, by MID and primer pair, allowing 0 mismatches in 104 bp) fragments of the mitochondrial gene cytochrome b (cytb) in
the MID and up to 2 in each primer. Platichthys flesus and Gasterosteus aculeatus, respectively (Table 2). The
Sequences from pyrosequencing are uploaded to NCBI SRA: cytb gene was used again for the reasons given above. 25 ml qPCR
ERP001563. reactions were performed using 2 ml DNA extract, 10 ml
TaqManH Environmental Master Mix 2.0 (Life Technologies),
Cloning and Sanger sequencing 1 ml of each primer (10 mM), 1 ml probe (2.5 mM) and 10 ml
PCR products from amplifications using species-specific primers ddH2O under thermal cycling: 50uC for 5 min and 95uC for
(see Table 2) were purified as above, cloned using Topo TA 10 min, followed by 55 cycles of 95uC for 30 sec and 60uC for
cloning kit (Invitrogen), and commercially sequenced (Macrogen, 1 min.
Europe).
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Fish eDNA from Seawater Samples
The primer/probe systems were both validated, and tested R, resulting in the values N0 = 214 and b = 0.322, for Platichthys
negative on a total of 20 common saltwater fish species occurring flesus and N0 = 48 and b = 0.701 for Gasterosteus aculeatus. We find a
in the area of sampling, and tested positive on the respective target highly significant (p,0.001) or significant (p,0.05) fit to the decay
species. To enable a clear quantitative interpretation of eDNA models for Platichthys flesus and Gasterosteus aculeatus, respectively.
degradation, we applied species-specific TaqMan systems, which, Using the parameters to calculate t for N(t) = 25 (i.e. the
unlike generic primers, ensures that only eDNA of the two selected empirically observed detection threshold), suggests that eDNA
target taxa were amplified. qPCR standards were prepared as a will degrade to sub-detectable levels after approximately 6.7 days
dilution series (1026–10210) of purified PCR products on tissue for Platichthys flesus and 0.9 days for Gasterosteus aculeatus, in case of
derived DNA with concentration measured on a Qubit fluorom- the observed initial DNA concentrations.
eter (Invitrogen). All statistics were performed in R ver. 2.13.1.
Each sample was replicated in 8 independent qPCR reactions,
and all positive amplifications were used in the estimation of DNA Supporting Information
concentrations. Final concentrations in DNA molecules pr 400 ml
seawater sample were calculated from the standards, setting the Table S1 Species list and details for conventional fish
molecular weight of DNA to 660 g/mol/base-pair. surveys.
Efficiency of all qPCR standard curves was 90–100%. (PDF)
eDNA decay model for seawater Acknowledgments
An exponential decay model was fitted to the qPCR data, as this
We thank the Danish National Research Foundation and the Aage V.
is the relationship one would expect for molecular decay also used
Jensen Charity Foundation for economic support, and Pernille Selmer
previously for similar purposes [51]. Olsen, Lillian A. Petersen and the Danish National Sequencing centre for
The model is the following: help with laboratory work and sequencing. We thank Johan Wedel Nielsen
(AquaMind) for helpful input. We also thank Marcus Krag, Jakob Larsen,
dN Thomas Christensen and students from the University of Copenhagen for
~{bN help with conventional fish surveys.
dt
Solving this gives: Author Contributions
Conceived and designed the experiments: PFT JK EW. Performed the
N(t)~N0 e{bt experiments: PFT JK PRM MR. Analyzed the data: PFT JK LLI PRM
MR. Contributed reagents/materials/analysis tools: PFT JK LLI PRM
N(t) is the DNA concentration at time = t days. MR. Wrote the paper: PFT JK PRM EW.
The two parameters N0 (initial DNA concentration at time
t = 0) and b (decay constant) were estimated by the nls function in
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PLOS ONE | www.plosone.org 9 August 2012 | Volume 7 | Issue 8 | e41732
Short Communications
Short Communications
SALAMANDRA 45 3 170-171 Rheinbach, 20 August 2009 ISSN 0036-3375
Forest weaverbird nests utilized by foam-nest frogs
(Rhacophoridae: Chiromantis) in Central Africa
Jos Kielgast & Stefan Lötters
Abstract. We report that the Afrotropical anuran Chiromantis rufescens may use empty forest weaver
bird nests above water for deposition of foam-nests with eggs. Our observation was made in January
2008 at a temporary pond in primary rainforest of Salonga National Park, Democratic Republic of Con-
go. To the best of our knowledge this is the first ever report of utilization of bird nests by amphibians. We
expect that bird nests with their tube-like entrance were difficult to access for frogs and that the choice
of this oviposition site was non-random. If so, it may be a response to strong egg predation, e.g. through
primates, as known in C. rufescens.
Key words. Amphibia, Anura, Chiromantis rufescens, Aves, Ploceidae, Malimbus nitens, predation, repro-
duction, Democratic Republic of the Congo.
Anuran amphibians have evolved a re- nests of a forest weaver bird, the blue-billed
markable diversity of reproductive strate- malimbe (Malimbus nitens), contained re-
gies. Among the approximately 5,600 spe- mains of foam-nest of C. rufescens (Fig. 2).
cies known, currently 39 reproductive modes Malimbus nitens makes elaborately woven
have been recognized (Haddad & Prado nests with relatively small entrance tubes, at-
2005, Wells 2007). In Chiromantis, a Pal- tached to thin branches or vines overhanging
aeotropical rhacophorid genus, a female and water. We expect that the choice of these sites
one to several males aggregate to produce a for foam-nest deposition by C. rufescens was
sticky foam-nest attached to leaves, rocks, non-random, as nests seem hardly accessible
branches tree trunks or thin branches above for the frogs (Fig. 2).
water (Schiøtz 999, Wells 2007). This Chiromantis species are known to oppor-
strategy, also known as anuran reproductive tunistically deposit foam-nests (e.g. Schiøtz
mode 33 (Haddad & Prado 2005), may have 999, Rödel et al. 2002, Channing & How-
developed to limit the risk of predation for
aquatic egg and larval stages. We here report
that the widespread sub-Saharan C. rufescens
(Günther, “868” 869) (Fig. ) makes fac-
ultative use of empty weaver bird nests for
deposition of foam-nests. To the best of our
knowledge this is the first ever report of utili-
zation of bird nests by amphibians.
Our observation was made in Salonga Na-
tional Park, Democratic Republic of Congo.
The study site was a temporary pond in pri-
mary rainforest (02°45.6’ S; 20°22.7’ E) south
of the Lokoro River. In late January 2008,
when the breeding period for C. rufescens
was about to end, still a number of foam- Fig. 1. Chiromantis rufescens from Salonga Nati-
nests were present. In two cases, deserted onal Park.
© 2009 Deutsche Gesellschaft für Herpetologie und Terrarienkunde e.V. (DGHT)
170
http://www.salamandra-journal.com
Short Communications
Fig. 2. Empty forest weaver bird nest with remains of a Chiromantis rufescens foam-nest.
ell 2006). Although depositing foam-nests Permits to perform fieldwork and collections were
above water is conceivably a strategy against issued by the Institut Congolais pour la Conserva-
aquatic predators (Haddad & Prado 2005), tion de la Nature (ICCN), Kinshasa. Célio Had-
easily accessible foam-nests may attract ter- dad and Mark-Oliver Rödel made helpful
comments on the topic.
restrial predators. Rödel et al. (2002) report-
ed that in West African rainforest monkeys
have learned to regularly search for and feed References
on C. rufescens eggs. Salonga National Park
has a highly diverse and dense primate fau- Channing, A. & K. M. Howell (2006): Amphibi-
na which cannot be ruled out to similarly af- ans of East Africa. – Frankfurt am Main (Chi-
fect the survival of C. rufescens eggs. If so, our maira).
finding may suggest that this species at our Haddad, C. F. B. & C. P. A. Prado (2005): Repro-
study site shows a trend to perform a more ductive modes in frogs and their unexpected
selective – compared to Chiromantis popula- diversity in the Atlantic Forest of Brazil. – Bio-
tions of the same or other species elsewhere – Science, 55: 207-27.
choice of deposition site for foam-nests with Rödel, M.-O., F. Range, J.-T. Seppänen & R. Noë
the goal to minimize predation risk. (2002): Caviar in the rain forest: monkeys as
frog-spawn predators in Tai National Park,
Ivory coast. – Journal of Tropical Ecology, 8:
Acknowledgements 289-294.
Schiøtz, A. (999): Treefrogs of Africa. – Frank-
We are grateful to Barbara Fruth and Gott- furt am Main (Chimaira).
fried Hohmann of the Max Planck Institut für Wells, K. (2007): The behaviour and ecology of
Evolutionäre Anthropologie (Leipzig), who sup- amphibians. – Chicago (University of Chicago
plied the logistic framework for our fieldwork. Press).
Manuscript received: 5 May 2008
Authors’ addresses: Jos Kielgast, Zoological Museum of Copenhagen, Universitetsparken 16, 2100 Co-
penhagen, Denmark; E-Mail: jkielgast@snm.ku.dk; Stefan Lötters, University of Trier, Biogeography
Department, 54286 Trier, Germany; E-Mail: loetters@uni-trier.de.
171
Herpetology Notes, volume 4: 091-092 (2011) (published online on 24 February 2011)
Foraging acrobatics of Toxicodryas blandingii
in the Democratic Republic of the Congo
Zoltán T. Nagy1*, Zacharie Chifundera Kusamba2, Guy-Crispin Gembu Tungaluna3, Albert Lotana Lokasola4,
Jonathan Kolby5 & Jos Kielgast6
The two African species of the mainly Asian Boiga Congo along the Congo River and its tributaries. In one
complex (Squamata: Serpentes: Colubridae) are of the study sites close to the village of Lieki, along
usually considered belonging to the genus Toxicodryas the Lomami river (coordinates: latitude N 0.693765°;
Hallowell, 1857, with a name indicating that they are longitude E 24.200084°), a transect study was
venomous, rear-fanged colubrids. Blanding’s tree snake, conducted using different trapping strategies to survey
Toxicodryas blandingii (Hallowell, 1844) is a large (up the vertebrate fauna, as for example pitfalls with drift
to 2.8 m in total length), elongated and agile snake, fences and mist nets. Among others, a bat net of 12 m
while the powdered tree snake T. pulverulenta (Fischer, length (mesh size: 16 mm) was installed in secondary
1856) is a middle size snake (up to 1.25 m). rain forest above a small stream. On 30 May 2010 in the
Toxicodryas blandingii is a common species inhabiting morning, an adult female of T. blandingii (field number
wide regions from the West to the East in gallery and CRT-4182) was encountered alive in the bat net holding
rain forests of sub-Saharan Africa. It is primarily a a specimen of Casinycteris argynnis (Golden short-
nocturnal snake and may be found active from dusk palated fruit bat, field number: CRT-2059) in its mouth
to dawn (Luiselli et al., 1998). The species is largely (Fig. 1).
arboreal, and has been recorded more than 20 m above The noteworthy feature of this observation was
the forest floor (Pitman, 1974). A wide range of prey the unlikely position of the snake: it was hanging
items have been documented for this species including approximately in the middle of the net at a height of
birds, arboreal lizards, chameleons, frogs, rodents and around 2 m above the ground (for the position and
bats (e.g. Cansdale, 1961; Menzies, 1966; Wickler and dimensions of the net, see Fig. 2). It is unclear whether
Uhrig, 1969; Greene, 1989; Luiselli et al., 1998; Akani this relatively large snake reached the bat trapped in the
et al., 2008). However, T. blandingii has been suggested net by climbing the vertical pole and extremely thin wire
to display an ontogenetic dietary change where juveniles of the mist net or by jumping from a surrounding tree.
only feed on lizards of appropriate size but shift to a more Both explanations require rather acrobatic manoeuvring
generalist diet from sub-adult stages mainly eating birds demonstrating the extreme motility of this snake species
and mammals (Greene, 1989; Luiselli et al., 1998). while foraging. A similar observation was reported by
In the framework of the interdisciplinary expedition
“Boyekoli Ebale Congo 2010”, zoological inventories
were carried out in the Democratic Republic of the
1 Royal Belgian Institute of Natural Sciences, Rue Vautier 29,
1000 Brussels, Belgium; e-mail: lustimaci@yahoo.com
2 Laboratoire d’Herpétologie, Département de Biologie,
Centre de Recherche en Sciences Naturelles, CRSN, Lwiro,
DR Congo;
3 Faculty of Science, University of Kisangani, DR Congo;
4 Vie Sauvage, Avenue Nguma 80, Kinshasa, DR Congo;
5 1671 Edmund Terrace, Union, NJ 07083, USA;
6 Natural History Museum of Denmark, University of Copen- Figure 1. An adult Toxicodryas blandingii found in a mist net
hagen, Universitetsparken 15, 2100 København Ø, Denmark. holding a Casinycteris argynnis in its mouth. The inset picture
*Corresponding author. shows the captured specimen.
92 Zoltán T. Nagy et al.
Figure 2. The position of the bat net. Figure 3. Another Toxicodryas blandingii with its prey
(probably a nestling of a bushshrike).
Bräunlich & Böhme (1991) from Tanzania, where References
another arboreal colubrid snake specimen (an Eastern
Akani, G., Ebere, N., Luiselli, L., Eniang, E. (2008): Commu-
vine snake, Thelotornis mossambicanus) was found to
nity structure and ecology of snakes in fields of oil palm trees
enter a mist net and to kill an Olive sunbird (Nectarinia
(Elaeis guineensis) in the Niger Delta, southern Nigeria. Afr.
olivacea) caught in the net. J. Ecol. 46: 500-506.
Another specimen of T. blandingii was collected Bräunlich, A., Böhme, W. (1991): Ungewöhnlicher Beutefang
close-by (coordinates: l�����������������������������
atitude N 0.7117°; longitude eines Thelotornis capensis mossambicanus (Bocage, 1895).
E 24.2286°����������������������������������������
) with a bird nestling belonging to the Salamandra 27: 119- 121.
bushshrikes (Aves: Malaconotidae: aff. Laniarius) Cansdale, G.S. (1961): West African Snakes, London, Longman.
Greene, H.W. (1989): Ecological, evolutionary, and conservation
in its stomach (Fig. 3). Our observations confirm the
implications of feeding biology in Old World cat snakes, genus
knowledge on the feeding ecology of this fascinating
Boiga (Colubridae). Proc. Calif. Acad. Sci. 46: 193-207.
colubrid. Luiselli, L., Akani, G.C., Barieenee, I.F. (1998): Observations on
habitat, reproduction and feeding of Boiga blandingi (Colubri-
Acknowledgements. We are grateful to Erik Verheyen dae) in south-eastern Nigeria. Amphibia-Reptilia 19: 430-436.
(Brussels) for the organisation of the expedition, and we thank Menzies, J. (1966): The snakes of Sierra Leone. Copeia (1966):
Kris Pannecoucke for photos. Jon Fjeldså (Copenhagen) kindly 169-179.
assisted in the difficult task of identifying the partly digested bird Pitman, C.R.S. (1974): A guide to the snakes of Uganda. Codi-
nestling. We also acknowledge the valuable comments of Ulrich cote, Wheldon and Wesley.
Joger (Braunschweig) on the manuscript. Wickler, W., Uhrig, D. (1969): Verhalten und ökologische Nische
der Gelbflügelfledermaus, Lavia frons (Geoffroy)(Chiroptera,
Megadermatidae). Z. Tierpsychol. 26: 726-736.
Accepted by Angelica Crottini
SALAMANDRA 49(2) 109–113 30 June 2013 Correspondence
ISSN 0036–3375
Correspondence
3D reconstruction of fang replacement in the venomous snakes
Dendroaspis jamesoni (Elapidae) and Bitis arietans (Viperidae)
Zoltán T. Nagy 1, Dominique Adriaens 2, Elin Pauwels 3, Luc Van Hoorebeke 3, Jos Kielgast 4,
Chifundera Kusamba 5 & Kate Jackson 6
1)
JEMU, Royal Belgian Institute of Natural Sciences, Rue Vautier 29, 1000 Brussels, Belgium
2)
Evolutionary Morphology of Vertebrates & Zoology Museum, Ghent University, K. L. Ledeganckstraat 35, 9000 Gent, Belgium
3)
UGCT, Department of Physics and Astronomy, Ghent University, Proeftuinstraat 86, 9000 Gent, Belgium
4)
Natural History Museum of Denmark, University of Copenhagen, Universitetsparken 15, 2100 København, Denmark
5)
Laboratoire d’Herpétologie, Département de Biologie, Centre de Recherche en Sciences Naturelles, CRSN, Lwiro, DR Congo
6)
Department of Biology, Whitman College, 345 Boyer Ave, Walla Walla, WA 99362, U.S.A.
Corresponding author: Zoltán T. Nagy, e-mail: lustimaci@yahoo.com
Manuscript received: 22 March 2013
Venomous snakes use highly specialized teeth, so-called since two functional fangs on one side (i.e., both are firm-
fangs, to kill living prey items. The evolution of these fangs ly set in neighbouring sockets) are observed very infre-
and that of the associated venom-producing and -delivery quently.
system has been the subject of continuous research (e.g., Here we report for the first time on the fang configura-
Kochva 1978, Kardong 1982, Knight & Mindell 1994, tion at the stage around fang replacement, using CT-data
Jackson 2003, Fry et al. 2008, Vonk et al. 2008). In addi- with 3D visualisation. During our field expeditions in the
tion to the evolutionary origin of tubular fangs, their on- Democratic Republic of the Congo, two specimens of ven-
togenetic formation has been studied as well (e.g., Tomes omous snakes were found where ‘double fangs’ were visible
1874, Bogert 1943, Klauber 1972, Lake & Trevor-Jones on one side of the maxilla. We use this term to describe
1987, Lake & Trevor-Jones 1995, Jackson 2002). While the stage during fang replacement when both fangs in both
our knowledge has significantly increased thanks to the sockets are ‘out’ and clearly visible. However, we could not
integrated evaluation of palaeontological, morphological, test whether the new fangs were fully functional, since the
physiological, molecular and other data, some details still soft tissues and presence of venom in the venom canals
remain unresolved. One such remaining problem con- were not examined.
cerns the timing and regulation of fang replacement, i.e., An adult specimen of Jameson’s mamba, Dendroaspis
when and how a functional fang is replaced by a new fang. jamesoni (Traill, 1843) (Serpentes: Elapidae), was found
This topic has been briefly touched by Jackson (2007). at Bomane on the Aruwimi River on 24 May 2010. It was
Snakes replace their teeth, including the fangs, regularly collected and preserved, and is currently deposited in the
and continuously, therefore there is always a number of Royal Belgian Institute of Natural Sciences in Brussels
replacement fangs posterior to the functional one. The (voucher specimen RBINS:ZTN:CRT4055). Furthermore,
maxilla typically has sockets for two fangs in lateral ver- an adult specimen of puff adder, Bitis arietans (Merrem,
sus medial positions. At any given time, one would expect 1820) (Serpentes: Viperidae), was found in the Kundelun-
one fang to be solidly fused (ankylosed) to the socket and gu National Park around 25 km southwards to Katwe on
the other more or less loose and in the process of either 22 November 2011. The snake is now voucher specimen
attaching or being shed. However, as a functional safety RBINS:ZTN:UP391.
factor, the phase when both fangs are ankylosed should The micro-CT scans of the heads of both snake speci-
overlap to some degree, avoiding a time window where mens were performed at the Centre for X-ray Tomogra-
both the replacement fang and the one in the process of phy of the Ghent University (http://www.ugct.ugent.be;
being shed would not be fixed to the upper jaw. According Masschaele et al. 2007) using the transmission head of
to Klauber (1972), this period of overlap must be short, a dual head X-ray tube (Feinfocus FXE160.51) and an a-Si
© 2013 Deutsche Gesellschaft für Herpetologie und Terrarienkunde e.V. (DGHT), Mannheim, Germany
All articles available online at http://www.salamandra-journal.com 109
Correspondence
Figure 1. Head of an adult Dendroaspis jamesoni (Serpentes: Elapidae). Left: Head of the preserved specimen with fangs visible on the
right-hand side. Right: Frontal ventral view of the skull.
flat panel detector (PerkinElmer XRD 1620 CN3 CS). The
tube voltage was selected to be between 120 and 130 kV. For
the Jameson’s mamba, 1801 projections were recorded, cov-
ering 360°, with an exposure time of 2 s per projection, re-
sulting in a voxel size of 36 µm. For the puff adder, 1201 pro-
jections with an exposure time of 2 s per projection were
recorded, resulting in a voxel size of 70 µm. Reconstruction
of the tomographic projection data was done using the in-
house-developed Octopus-package (http://www.octopus-
reconstruction.com; Vlassenbroeck et al. 2007). Volume
and surface rendering was performed using Amira 5.4.3
(VSG).
These two species allow an interesting comparison.
Mambas, like other elapid snakes, have proteroglyph den-
tition with relatively short fangs ankylosed to a less mo-
bile and longer maxilla, whereas viperids have solenoglyph
dentition with large fangs attached to a mobile and signifi-
cantly reduced maxilla. In both cases, however, to different
grades, the maxillae rotate relative to the ectopterygoid and
other cranial bones during a strike. In viperids, the greatly
elongated fangs are folded backwards in the resting posi-
tion, “with base and point at about the same level, and with
the bulge of the fang-curve fitting into a hollow in the low-
er jaw” (Klauber, 1972), whereas in elapids, they are not. Figure 2. Top: Lateral view of the complete head of Dendroaspis
Mambas (genus Dendroaspis) are large snakes with a jamesoni. Functional and first replacement fangs are marked in
maximum total length of > 2 m. They possess compara- dark blue, further replacement fangs in light blue on the right-
tively large fangs, with their maxillae being rather mobile hand side. Bottom: Detailed frontolateral view of the fangs.
110
Correspondence
Figure 3. Head of an adult Bitis arietans (Serpentes: Viperidae). Left: Head of the specimen with all fangs visible. Right: Frontal ventral
view of the skull.
compared to other elapids. Fangs of adult Dendroaspis
jamesoni typically range between 6.4 and 8.0 mm in length
(Bogert 1943). A reconstruction of the Jameson’s mamba
skull (Figures 1–2) shows that on the right side, the func-
tional fang in lateral position abuts against a medial re-
placement fang, with both being similar in length (‘double
fangs’ are marked in dark blue in the reconstructions). The
first replacement fang appears to be fully developed and
almost completely ankylosed to the maxilla (Fig. 2); fur-
ther replacement fangs on the right-hand side are marked
in light blue in the lateral view. This is different for the me-
dial replacement fang on the left-hand side, which is clearly
not yet ankylosed. The distal end of that fang points pos-
teriorly, and the fang is positioned more horizontally than
vertically. Furthermore, both fangs on the right-hand side
are visible from the outside, suggesting that in the case of
a strike, both fangs would be functional in penetrating the
prey. However, the strike angles of these fangs differ slight-
ly, with the distal end of the replacement fang still point-
ing more caudally. Having two fangs in these unequal posi-
tions may not be very efficient during a strike, as there will
always be one fang that will not penetrate the prey axially,
and thus experience bending forces at the tip. To evaluate
this aspect, however, kinematic simulations of the strike Figure 4. Top: Lateral view of the complete head of Bitis arietans.
would be necessary. All fangs are in resting position, ‘double fangs’ are marked in
Puff adders (Bitis arietans) are heavy ambush predators dark blue, replacement fangs in light blue on the right-hand side.
in Africa, and they have very large fangs that may exceed Bottom: Detailed frontolateral view of the fangs on the right side
30 mm in length, fused to short but wide maxillae. The of the skull.
111
Correspondence
Figure 5. Frontal (left) and lateral views (right) of the fangs of Bitis arietans. Numbers indicate the sequence of fangs in the replace-
ment series.
anatomy of the skull and the mass of attached muscles fa- Acknowledgements
cilitate a powerful strike, and the amount of injected ven-
om can be very high compared to that in other venomous We are grateful to Erik Verheyen, Michel Hasson (Brussels,
snakes (see also Fig. 3, left). Our specimen was fixed and Belgium) and Klaas-Douwe B. Dijkstra (Leyden, The Neth-
erlands) for their assistance during field expeditions. We thank
preserved with the mouth closed, and therefore its fangs Kris Pannecoucke for the photo of the Jameson’s mamba. Field-
remained in a resting position during the reconstruction. work was supported by the Belgian National Focal Point to the
On the right-hand side, two fangs are visible in a parallel Global Taxonomy Initiative (grants in 2011 and 2012 to ZTN). The
position, resulting in equal striking angles (Figures 3–4). Special Research Fund of Ghent University (BOF) is acknowl-
From a mechanical point of view, both fangs would be fully edged for their financial support (GOA 01G01008).
efficient in penetrating a prey animal. At first sight, both of
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113
Zootaxa 2501: 23–36 (2010) ISSN 1175-5326 (print edition)
www.mapress.com / zootaxa/ Article ZOOTAXA
Copyright © 2010 · Magnolia Press ISSN 1175-5334 (online edition)
New species of reed frog from the Congo basin with discussion of paraphyly in
Cinnamon-belly reed frogs
SUSANNE SCHICK1, JOS KIELGAST2, DENNIS RÖDDER1, VINCENT MUCHAI3,
MARIUS BURGER4 & STEFAN LÖTTERS1,5
1
Trier University, Department of Biogeography, 54286 Trier, Germany. E-Mail: loetters@uni-trier.de
2
Copenhagen University, Department of Biology, Universitetsparken 15, 2100 Copenhagen, Denmark
3
National Museums of Kenya, Herpetology Section, PO Box 40658-00100, Nairobi, Kenya
4
University of the Western Cape, Zoology Department, Private Bag X17, Bellville 7535, South Africa
5
Corresponding author. E-mail: loetters@uni-trier.de
Abstract
We describe a new species of Afrotropical reed frog, genus Hyperolius (Hyperoliidae), from Salonga National Park in the
central Congo basin, Democratic Republic of Congo. Males and females have similar colour and pattern and are easily
distinguished from other taxa by a relatively short and broad, bright yellow (in life), dorsolateral line ending in the sacral
region and the presence of a light spot on the heel. In a 16S mitochondrial rRNA phylogeny, it clusters with samples
allocable to the Cinnamon-belly reed frog, H. cinnamomeoventris. The new species, along with other morphologically
well distinguished taxa, splits H. cinnamomeoventris into different non-sister clades. We discuss paraphyly of this reed
frog in a taxonomic framework.
Key words: Anura, DNA barcoding, Hyperoliidae, Hyperolius cinnamomeoventris, H. veithi sp. nov., paraphyly,
taxonomy
Introduction
Reed frogs, genus Hyperolius (Hyperoliidae), comprise a diverse group of arboreal anurans from sub-Saharan
Africa. More than 120 species are recognized (Frost 2009). Hyperolius taxonomy remains difficult for the
following reasons. Species are generally poor in external diagnostic characters, and often typified by high
intraspecific colour and pattern variation (e.g. Schiøtz 1999). Second, numerous ‘old’ names are available
based on one to a few specimens which in many cases are poorly preserved or are even lost, leaving us with
poor original descriptions only, as for example those of Ahl (1924). As pointed out by Schiøtz (1999), an
almost exclusive feature of reed frogs is that in many species all females and part of the males undergo colour
and pattern change with maturation (phase female, PhF), while the remaining males retain their juvenile
colour and pattern (phase juvenile, PhJ). Sexual dichromatism and monochromatism are robust species-
specific traits in the genus (Veith et al. 2009).
During field work at Salonga National Park, Democratic Republic of Congo (DRC), in the central Congo
drainage (Fig. 1), we discovered a species of reed frog (Fig. 2A) which, by colour and pattern, is well
distinguished from any of the described taxa, leading us to consider it an undescribed species. We used
sequences of the 16S mitochondrial rRNA to ‘barcode’ the new reed frog (Vences et al. 2005) and to run a
molecular phylogeny to identify its congeneric relatives. We found that the new taxon is related to the
Cinnamon-belly reed frog, H. cinnamomeoventris Bocage, 1866; the latter species displays sexual
dichromatism (Fig. 2Bʹ D) with a PhJ somewhat similar in pattern to the new species, which is sexually
monochromatic (Fig. 2A). At Salonga National Park, the two species can be found syntopically.
Hyperolius cinnamomeoventris is suggested to exhibit a vast geographic range (Fig. 1) over a large
Accepted by M. Vences: 6 May 2010; published: 10 Jun. 2010 23
portion of Central and adjacent East Africa (e.g. Perret 1966, Schiøtz 1999, Frost 2009). When comparing
genetic samples from different localities of Cinnamon-belly reed frog, the new Congo basin species splits the
whole group into different, well supported geographic clades. Paraphyly of H. cinnamomeoventris is further
supported by the taxonomic status of H. molleri (Bedriaga, 1892) and H. thomensis Bocage, 1866 from
Principe and São Tomé which are sexually monochromatic (Figs. 2EʹF, 3).
The objectives of this paper are (i) to describe the new species from Salonga National Park and (ii) to
discuss paraphyly of Cinnamon-belly reed frogs in a taxonomic framework.
Material and methods
Specimens morphologically examined and measured are deposited at the British Museum, London (BM),
Musée Royal de l'Afrique Centrale, Tervuren (MRAC), National Museums of Kenya, Nairobi (NMK),
Naturkundemuseum Berlin (ZMB), Zoologisches Forschungsmuseum Alexander Koenig, Bonn (ZFMK), and
Zoological Museum, University of Copenhagen (ZMUC), as listed in the Appendix; abbreviations "A", "AC"
and "SL" refer to field numbers given by J. Kielgast, A. Channing and S. Lötters, respectively.
Of the new species described herein, 27 pairs in amplexus were found, making sex allocation easy. All
specimens a priori identified as males each had a gular flap and a vocal sac, while those a priori identified as
females each lacked gular flap and vocal sac and were larger in body size. Additional specimens found were
identified as males based on size and presence of gular flap and vocal sac.
Definitions of morphological characters and the diagnostic scheme in the new species (adults only) follow
Lötters et al. (2004): (1) snout-vent length (SVL) of males and females; (2) tibia length (TIBL)/SVL, head
width at angles of jaws (HW)/SVL; (3) dorsal skin texture: smooth or warty; (4) dorsal and lateral snout shape
after Heyer et al. (1990: 409) and if nares visible from above or not; (5) distance from anterior corner of eye to
nostril (Eʹ N)/horizontal eye diameter (EYE); (6) tympanum: free and distinct or covered by skin and
indistinct, horizontal tympanum diameter (TYMP)/EYE; (7) foot length from proximal edge of outer
metatarsal tubercle to tip of toe 4 (FOOT)/TIBL; (8) foot and (if present) hand webbing formula using the
system described by Glaw & Vences (2007: 70); (9) dorsal and ventral colour and pattern and iris colour in
life; (10) DNA barcode, i.e. the sequence of a fragment of the 16S mitochondrial rRNA; we here provide the
GenBank accession number only (Benson et al. 2004). We distinguish between colour and pattern
(Wollenberg et al. 2008), the latter is less prone to change with preservative. As an example, the colour of the
frogs illustrated in Figure 2A is largely light brown. Their pattern includes a dorsolateral line; its colour is
bright yellow. In preservative, brown and yellow fade, but the (faded) dorsolateral line remains.
Tissue samples (muscle, toe clips) of Cinnamon-belly reed frogs and the new species were obtained at
several localities and stored in 98 % ethanol with voucher specimens deposited in scientific collections (Fig.
1, Table 1). DNA was extracted from tissue fixed in 99 % ethanol using Highpure PCR Template Preparation
Kit (Roche Diagnostics). Polymerase Chain Reaction (PCR) was used to amplify approximately 530 bp of the
16 S mitocho ndrial rR NA u sing the fo llow ing prim ers of Palum bi et a l. (19 91): 1 6SA (5’-
CGCCTGTTTATCAAAAACAT-3’) and 16SB (5’-CCGGTCTGAACTCAGATCACGT-3’). Amplification
followed the standard PCR conditions (Palumbi 1996) with the following thermal cycle profile: 90 sec at
94 °C, followed by 33 cycles of 94 °C for 45 sec, 55 °C for 45 sec, and extension 72 °C for 90 sec. All
amplified PCR products were verified using electrophoresis on a 1.4 % agarose gel stained with ethidium
bromide. PCR products were purified using Highpure PCR Product Purification Kit (Roche Diagnostics).
Single-stranded DNA samples were sequenced using the BigDye Deoxy Terminator cycle-sequencing kit
(Applied Biosystems) as well as DYEnamic ET terminator cycle sequencing premixkit (GE Healthcare) on an
automated DNA sequencer (ABI PRISM 377 or MEGABACE1000 respectively). Editing was completed in
MEGA4 (Tamura et al. 2007). All novel nucleotide sequence data were deposited in GenBank (for accession
numbers see Table 1). The obtained sequences were verified as Hyperolius DNA by standard nucleotide-
nucleotide BLAST search in GenBank.
24 · Zootaxa 2501 © 2010 Magnolia Press SCHICK ET AL.
TABLE 1. Species, their family allocation and vouchers processed in the molecular analysis (Fig. 3), their origin and
GenBank accession numbers for the 16S mitochondrial rRNA gene. Abbreviations used in addition to those mentioned
in the text are: A + number = field number of material collected by Jos Kielgast; AC + number = field number of material
collected by Alan Channing; AMNH = American Museum of Natural History, New York; CAR = Central African
Republic; CAS = California Academy of Sciences, San Francisco; AM, ANK, BI, BOB, DS, GRE, LOM + number =
field number of material collected by Mark-Oliver Rödel; MVZ = Museum of Comparative Zoology, Harvard
University, Cambridge; RSA = Republic of South Africa. Samples of Hyperolius cinnamomeoventris: # from the type
locality of H. olivaceus and H. fimbriolatus; ## from the type locality of H. cinnamomeoventris and H. tristis; E Eastern
Clade (see text). Hyperolius sp. ‘Salonga’ is H. veithi sp. nov.
Species Family Voucher Locality GenBank
Acanthixalus spinosus Hyperoliidae ZFMK 72000 Mt. Kupe, Cameroon AF215427
Afrixalus delicatus Hyperoliidae ZFMK 68792 Kwa-Mbonambi, RSA AF215428
Amietophrynus maculatus Bufonidae AMNH A163573 Mali DQ283388
Astylosternus schioetzi Astylosternidae ZFMK 67733 Edib, Cameroon AF124108
Boophis tephraeomystax Mantellidae ZFMK 66690 Kirindy, Madagascar AF215334
Heterixalus alboguttatus Hyperoliidae not preserved Ranomafana, Madagascar AF215433
Hyperolius baumanni Hyperoliidae BI 41 Biakpa, Ghana GU443980
H. bobirensis Hyperoliidae ANK 101 Ankasa, Ghana GU443982
H. castaneus Hyperoliidae CAS 202087 Bwindi, Uganda GU444000
H. chlorosteus Hyperoliidae GRE 46 Grebo, Liberia GU443986
H. cinnamomeoventris #
Hyperoliidae ZFMK 73207 Lambaréné, Gabon FJ594077
H. cinnamomeoventris ##
Hyperoliidae AC 3008 (Fig. 2B) Kalandula, Angola GU443990
H. cinnamomeoventris ##
Hyperoliidae AC 3017 Kalandula, Angola HM064461
H. cinnamomeoventris E
Hyperoliidae DS 69 Dzanga-Sangha Reserve, CAR GU443997
H. cinnamomeoventris E
Hyperoliidae A 185 Salonga National Park, DRC HM0644613
H. cinnamomeoventris E
Hyperoliidae A 186 Salonga National Park, DRC HM0644614
H. cinnamomeoventris E
Hyperoliidae A 195 Salonga National Park, DRC HM0644615
H. cinnamomeoventris E
Hyperoliidae A 200 Salonga National Park, DRC GU443998
H. cinnamomeoventris E
Hyperoliidae A 205 Salonga National Park, DRC HM064466
H. cinnamomeoventrisE Hyperoliidae A 230 Salonga National Park, DRC HM064467
H. cinnamomeoventrisE Hyperoliidae NMK A/3858/2 Kakamega Forest, Kenya AY323925
H. cinnamomeoventrisE Hyperoliidae NMK A/3918/2 Kakamega Forest, Kenya HM064462
H. cinnamomeoventrisE Hyperoliidae SL 326 Kibale, Uganda GU443995
H. cinnamomeoventrisE Hyperoliidae SL 508 Bundibugyo , Uganda HM0644678
H. cinnamomeoventrisE Hyperoliidae SL 509 Bundibugyo , Uganda GQ183576
H. cinnamomeoventrisE Hyperoliidae SL 510 Bundibugyo , Uganda GU443994
H. cinnamomeoventrisE Hyperoliidae SL 565 Kampala, Uganda HM064457
H. cinnamomeoventris E
Hyperoliidae SL 566 Kampala, Uganda HM064458
H. cinnamomeoventris E
Hyperoliidae SL 570 Kampala, Uganda HM0644589
H. cinnamomeoventris E
Hyperoliidae SL 575 Kampala, Uganda HM064460
H. cinnamomeoventris E
Hyperoliidae SL 576 Kampala, Uganda GU443996
H. cinnamomeoventris E
Hyperoliidae SL 532 Semliki, Uganda GQ183577
H. cinnamomeoventris E
Hyperoliidae SL 553 Semliki, Uganda GQ1835769
H. cinnamomeoventris E
Hyperoliidae SL 555 (Fig. 1D) Semliki, Uganda GU443993
H. cinnamomeoventrisE Hyperoliidae CAS 202493 Bwindi, Uganda AY603985
continued next page
NEW REED FROG FROM CONGO AND PARAPHYLY Zootaxa 2501 © 2010 Magnolia Press · 25
TABLE 1. (continued)
Species Family Voucher Locality GenBank
H. concolor Hyperoliidae AM 40 Amedzofe, Ghana GU443984
H. cystocandicans Hyperoliidae ZFMK 77611 Mt. Kenya, Kenya FJ594079
H. glandicolor Hyperoliidae SL 590 Runda-Gigiri, Kenya GU443977
H. kivuensis Hyperoliidae SL 471 Bundibugyo, Uganda GU443979
H. laurenti Hyperoliidae ANK 72 Ankasa, Ghana GU443987
H. molleri Hyperoliidae CAS 219125 Principe, São Tomé and Principe AY603990
H. mosaicus Hyperoliidae ZFMK 73140 Mt. Cristal, Gabon AY323923
H. picturatus Hyperoliidae LOM 26 Loma, Sierra Leone GU443983
H. riggenbachi Hyperoliidae MVZ 234752 Ndop, Cameroon GU443976
Hyperolius sp. ‘Salonga’ Hyperoliidae ZFMK 89607 Salonga National Park, DRC GU443988
Hyperolius sp. ‘Salonga’ Hyperoliidae ZFMK 89629 Salonga National Park, DRC GU443975
H. sylvaticus Hyperoliidae BOB 37 Ivory Coast GU44398
H. thomensis Hyperoliidae CAS 218925 São Tomé, São Tomé and Principe AY603991
H. torrentis Hyperoliidae AM 22 Amedzofe, Ghana GU443985
H. viridiflavus Hyperoliidae SL 02/50 Kakamega Forest, Kenya GU443978
Leptopelis natalensis Arthroleptidae ZFMK 68785 Mtunzini, RSA AF215448
Mantidactylus cf. grandisonae Mantellidae ZFMK 66669 Ambato, Madagascar AF215315
Tachycnemis seychellensis Hyperoliidae ZFMK 62879 Praslin, Seychelles AF215452
FIGURE 1. Map of Central Africa and adjacent areas showing Salonga National Park (white contour line), distribution
of H. cinnamomeoventris according to the IUCN Red List (http://www.iucnredlist.org) following the 2002ʹ2004 IUCN
Global Amphibian Assessment (bold black contour line) and localities of our genetic sampling from type localities
(reverse filled triangle—H. cinnamomeoventris and H. tristis, white circle—H. veithi sp. nov., filled square—H.
ituriensis, filled triangle— H. olivaceus and H. fimbriolatus) and additional localities (small filled dots). In addition, the
type locality of H. wittei (cross) is shown. Note that H. veithi syntopically occurs with H. cinnamomeoventris.
26 · Zootaxa 2501 © 2010 Magnolia Press SCHICK ET AL.
In order to not only obtain DNA barcodes but also information on monophyletic clusters of samples, a
phylogenetic analysis was performed. Sequences were aligned using the MUSCLE software (Edgar 2004) and
executed for uncorrected p-distances with PAUP*4b10 (Swofford 2001). The GTR model (GTR + I + G) was
selected from the data using MrModeltest v2 (Nylander 2004). Bayesian inference was performed using
MRBAYES 3.1. (Huelsenbeck & Ronquist 2001, Ronquist & Huelsenbeck 2003). Four simultaneous and
completely independent analyses were initiated with random starting trees. A total number of 1,000,000
generations with four independent Markov Chains were started while sampling every 100th tree. The first
1,000 trees (burnin) were excluded from the 50 % majority rule consensus tree. Topologies with posterior
probabilities ≥ 95 % were considered well supported (Wilcox et al. 2002). As hierarchical outgroups,
sequences of other Hyperolius species as well as representatives of additional hyperoliids and other
Afrotropical frog families available at GenBank were included in the study (Table 1). An analysis excluding
hypervariable sites (altogether 47 nucleotides) did not affect the topology of the phylogeny. Hence, topology,
support values and the uncorrected p-distances given here refer to the complete fragment.
Hyperolius veithi sp. nov.
(Figs. 2A, 4A)
Holotype. ZFMK 89607 (field number A519), adult male, collected by J. Kielgast at a flooded area in the
middle of primary forest away from rivers and streams in Salonga National Park (02.88 S, 20.41 E, ca. 415 m
above sea level), Province of Bandundu, Equateur Kasaï Oriental and Occidental, Democratic Republic of
Congo, 24 January 2008.
Paratypes. Fifty-eight adult specimens of both sexes (ZFMK 89608ʹ89645, ZMUC R771393ʹR771412)
from the same locality; data as the holotype but collected 24ʹ26 January 2008.
Diagnosis. A sexually monochromatic species of Hyperolius based on the following characters: pupil
horizontal; tips of toes and fingers broadened; last phalanx of fingers out of alignment; fingers not arranged in
opposing pairs; gular flap in males (Schiøtz 1999; Channing & Howell 2006). It is defined by: (1) SVL males
25.7 ± 1.7 mm (22.7ʹ28.4 mm, N = 32), females 33.9 ± 1.3 mm (31.7ʹ36.5 mm, N = 27); (2) TIBL/SVL in
males 0.54 ± 0.02 (0.52ʹ0.61, N = 32) and in females 0.51 ± 0.02 (0.48ʹ0.55, N = 27), HW/SVL in males 0.33
± 0.02 (0.3ʹ0.37, N = 32) and in females 0.33 ± 0.01 (0.29ʹ0.35, N = 27); (3) dorsal surface smooth to coarse
with few scattered pointed warts, most prominent and tubercular below eye; (4) snout shape dorsally and
laterally rounded, nares visible from above; (5) EʹN/EYE in males 0.78 ± 0.09 (0.53ʹ0.95, N = 32) and in
females 0.85 ± 0.09 (0.71ʹ0.99, N = 27), canthus rostralis convex from tip of snout to nostril and straight or
slightly concave from nostril to eye; (6) tympanum covered by thick skin but with annulus tympanicus still
visible; (7) FOOT/TIBL in males 0.67 ± 0.04 (0.57ʹ0.75, N = 32) and in females 0.75 ± 0.05 (0.67ʹ0.86, N =
27); (8) foot webbing formula 1(1), 2i(1) 2e(½), 3i(1ʹ1½) 3e(½ʹ1), 4i(1ʹ2) 4e(1ʹ1½), 5(1ʹ½); (9) no sexual
dichromatism; both sexes dorsally tan, olive brown to dark brown, usually lighter towards the sides and
dorsally with more or less intense, diffuse dark markings; there is always a bright yellow dorsolateral line
from tip of snout (lines from both sides of the body meet here) to sacral region which is commonly bordered
by dark brown; it is broader posterior to eye and often contains tiny dark brown spots which may continue
posterior into groin and onto hind limbs; always a cream to yellow spot on the heel; ventral sides are white or
cream; a red marking on the inner femur is lacking; the gular flap of males is yellow; the iris is bronze to dark
brown; (10) for DNA barcodes access GenBank (http://www.ncbi.nlm.nih.gov): GU443988 (male holotype,
ca. 530 bp), GU443975 (female paratype, ZFMK 89629, ca. 480 bp).
By being brownish and having a light dorsolateral lines, H. veithi males and females (Fig. 2A) are similar
in colour and pattern to numerous Hyperolius species (see Schiøtz 1999), including PhJ H.
cinnamomeoventris (Fig. 2CʹD) and its suggested synonyms H. fimbriolatus Buchholz & Peters, 1876 and H.
ituriensis Laurent, 1943 (Lötters et al. 2001, Frost 2009). Hyperolius schoutedeni from the Congo basin
deserves special attention, as this reed frog, like H. veithi, is also sexually monochromatic. The new species
can be distinguished from any other Hyperolius species which are brownish and have a light dorsolateral lines
NEW REED FROG FROM CONGO AND PARAPHYLY Zootaxa 2501 © 2010 Magnolia Press · 27
(including H. cinnamomeoventris and H. schoutedeni) as follows: (i) dorsolateral lines relatively short and
broad ending in the sacral region (versus in the groin in other species); (ii) dorsolateral lines in life are bright
yellow (versus whitish to tan in other species); (iii) dorsolateral lines often contain dark spots (absent in most
other species); (iv) presence of a light spot on the heel, cream to yellow in life (absent in other species); (v)
absence of a in life red marking on the inner femur (present at least in H. cinnamomeoventris and its suggested
synonyms and occasionally in H. schoutedeni; Schiøtz 2006). In addition to (i) to (v), in H. schoutedeni, a
mid-dorsal line is common (absent in H. veithi) and the new species is larger than H. schoutedeni and
develops less foot webbing. Five individuals (three males, two females from N'Sele and Garamba, DRC;
Schiøtz 2006) and the female holotype of H. schoutedeni (Fig. 4B) have maximum SVL in males 22.9
(minimum SVL in H. veithi 22.7 mm) and in females 25.2 mm (minimum SVL in H. veithi 31.7 mm);
holotype foot webbing formula is 1(1), 2i(1) 2e(½), 3i(1½) 3e(1), 4i(2) 4e(1½), 5(1) (for H. veithi see above)
(note that measurements and foot webbing data for H. schoutedeni differ slightly from those given by Schiøtz
2006).
Several additional Hyperolius species have been described from DRC (Schiøtz 1999; Frost 2009) but
remain little known as they are based on one to a few specimens only and poor original descriptions. Of these,
H. atrigularis Laurent, 1941, H. kibarae Laurent, 1957 and H. polli are similar to H. veithi in colour and
pattern in preservative, but none has continuous bright dorsolateral lines (based on holotype examinations and
Laurent 1941, 1957).
In terms of uncorrected p-distances of the 16S mitochondrial rRNA, H. veithi is little differentiated
genetically from some, but not all populations assigned to H. cinnamomeoventris (Table 2). We reject
conspecifity, however, as H. veithi syntopically occurs with H. cinnamomeoventris (uncorrected p-distance
2.8ʹ4.4 %, but see comment to Table 2) and amplexus was observed 27 times between H. veithi individuals
but never between H. veithi and H. cinnamomeoventris. Additional arguments include presence of
monochromatism in the new species versus dichromatism in H. cinnamomeoventris (Fig. 2A versus Fig. 2Bʹ
D) and H. veithi having white eggs (Fig. 2A) versus the half-pigmented eggs in H. cinnamomeoventris
(Lötters et al. 2004). The genetically related H. molleri and H. thomensis (Table 2) are dorsally brownish to
greenish, lack dorsolateral lines (present in the new species) and possess a more coarse skin texture (Fig. 2A
versus Fig. 2EʹF).
Description. The type series contains 32 males and 27 females. In external morphology, mature sexes
differ in size (Table 3) and the presence of gular flap and vocal sac in males only.
Body slender with sacrum width about one fifth of SVL; head short and broad with distance from tip of
snout to posterior corner of eye about one sixth of SVL; HW about one third of SVL; snout tip in dorsal and
lateral views rounded; nostril dorsolateral, protruding and visible from above; choanae rounded; maxillary
teeth present, vomerine teeth lacking; tongue about as long as wide, free for half of its length and anteriorly
bifurcated; canthus rostralis convex from nostril to tip of snout, straight and longer from nostril to anterior
corner of eye; EYE > E ʹ N; loreal area barely concave; tympanic membrane covered by thick skin but
tympanic annulus visible, TYMP < EYE. Male gular flap relatively small compared to other Hyperolius
species (see Schiøtz 1999). Tibia long, about half of SVL, tibiotarsal articulation extending to loreal region
when hind limb adpressed forward along body; FOOT < TIBL; relative length of toes: 1 < 2 < 3 < 5 < 4;
metatarsal tubercles ill-defined, rounded, inner somewhat larger in size and more prominent than outer, rest of
sole smooth with distinct subarticular tubercles present at joints of phalanges of all toes; tips of toes
broadened; foot webbing formula 1(1), 2i(1) 2e(½), 3i(1ʹ1½) 3e(½ʹ1), 4i(1ʹ2) 4e(1ʹ1½), 5(1ʹ½). Relative
length of fingers: 1 < 2 < 4 < 3; palmar tubercle ill-defined, rounded, thenar tubercle less ill-defined than
palmar tubercle, ovoid; rest of palm wrinkled with well visible subarticular tubercles at joints of phalanges of
all fingers; tips of fingers broadened, tips of fingers 3 and 4 more than twice the width of finger base; hand
webbing absent. Skin of dorsal surfaces smooth to coarse with few scattered pointed warts, most prominent
and tubercular below eye, skin of ventral surfaces wrinkled.
For measurements and proportions see Table 3.
In life (Fig. 2A), both sexes are dorsally tan, olive brown to dark brown, usually lighter towards the sides
and dorsally with more or less intense, diffuse dark markings. A yellow dorsolateral line always runs from the
28 · Zootaxa 2501 © 2010 Magnolia Press SCHICK ET AL.
FIGURE 2. Life aspects of: (A) Hyperolius veithi sp. nov. in amplexus (unidentified paratypes; photo J. Kielgast), note
that there is a yellow spot on the heel visible in the male frog; (B) H. cinnamomeoventris male in PhJ from the type
locality (AC 3008; photo A. Channing); (C) H. cinnamomeoventris female from the Kakamega Forest, Kenya (not
collected; photo S. Lötters); (D) H. cinnamomeoventris male in PhJ from Semliki, Uganda (SL 555; photo A. Channing);
(E) H. molleri from São Tomé (photo D. Lin, CAS) and (F) H. thomensis from São Tomé in amplexus (photo D. Lin,
CAS).
NEW REED FROG FROM CONGO AND PARAPHYLY Zootaxa 2501 © 2010 Magnolia Press · 29
TABLE 2. Uncorrected p-distances of the 16S mitochondrial rRNA gene (ca. 530 bp sequences) of populations of
Hyperolius cinnamomeoventris and related reed frogs studied in this paper (Fig. 3; Table 1). For meaning of #, ## and E see
Table 1. Distinct difference of the two H. veithi sp. nov. samples against the other samples is because the sequence of
GU443975 is ca. 480 bp only (versus ca. 530 bp in GU443988).
Sample, locality (GenBank accession number) 1 2 3 4 5 6 7 8 9 10 11 12 13
1 E
H. cinnamomeoventris , Kenya: Kakamega -
Forest (AY323925)
2 H. cinnamomeoventrisE, Uganda: Bundibugyo 1.6 -
(GU443994)
3 H. cinnamomeoventrisE, Uganda: Semliki 2.2 1.2 -
(GU443993)
4 H. cinnamomeoventrisE, Uganda: Kampala 0.2 1.5 2.2 -
(GU443996)
5 H. cinnamomeoventrisE, Uganda: Bwindi 1.6 1.1 1.6 1.5 -
(AY603985)
6 H. cinnamomeoventrisE, Uganda: Kibale 0.6 1.8 2.6 0.4 1.9 -
(GU443995)
7 H. cinnamomeoventrisE, DRC: Salonga 3.4 3.0 3.4 3.4 4.0 3.8 -
National Park (GU443998)
8 H., cinnamomeoventrisE, CAR: Dzanga- 4.4 4.0 4.2 4.3 3.6 4.7 2.1 -
Sangha Reserve (GU443997)
9 H. cinnamomeoventris#, Gabon: Lamabréné 8.4 8.5 8.1 8.3 8.6 8.7 7.5 7.6 -
(FJ594077)
10 H. cinnamomeoventris##, Angola: Kalandula 3.8 3.8 3.4 3.8 4.2 4.2 4.2 3.8 5.6 -
(GU443990)
11 H. molleri, São Tomé (AY603990) 6.0 5.7 5.6 6.1 5.1 6.5 6.2 6.2 6.6 4.7 -
12 H. thomensis, São Tomé (AY603991) 7.0 6.4 6.2 6.8 5.9 5.8 6.7 6.8 7.2 4.9 1.4 -
13 H. veithi sp. nov., DRC: Salonga National 9.4 5.2 8.5 5.4 4.6 5.8 4.4 8.7 8.6 3.8 6.2 6.4 -
Park (GU443988)
14 H. veithi sp. nov., DRC: Salonga National 4.2 3.5 2.9 3.9 3.3 4.4 2.8 3.5 7.3 2.2 4.9 4.8 0.0
Park (GU443975)
TABLE 3. Measurements (mm) and proportions of Hyperolius veithi sp. nov. The mean is followed by the standard
deviation and the range in parentheses. For abbreviations see text.
Females (N = 27) Males (N = 32)
SVL 33.9 ± 1.3 (31.71–36.5) 25.72 ± 1.72 (22.69–28.35)
TIBL 17.4 ± 0.73 (15.55–18.49) 13.97 ± 0.98 (12.15–16.06)
HW 11.16 ± 0.42 (10.23–12.12) 8.56 ± 0.60 (7.62–10.06)
E–N 3.43 ± 0.27 (2.98–4.05) 2.64 ± 0.22 (1.99–2.96)
EYE 3.91 ± 0.39 (3.33–4.45) 3.4 ± 0.31 (2.64–4)
TYMP Invisible Invisible
FOOT 13.0 ± 0.75 (11.42–15.02) 9.31 ± 0.9 (7.08–10.92)
TIBL/SVL 0.51 ± 0.02 (0.48–0.55) 0.54 ± 0.02 (0.52–0.61)
HW/SVL 0.33 ± 0.01 (0.29–0.35) 0.33 ± 0.02 (0.31–0.37)
E–N/EYE 0.84 ± 0.09 (0.71–0.99) 0.78 ±0.09 (0.53–0.95)
FOOT/TIBL 0.75 ± 0.05 (0.67–0.86) 0.67 ± 0.04 (0.57–0.75)
30 · Zootaxa 2501 © 2010 Magnolia Press SCHICK ET AL.
tip of snout (lines from both sides of the body meet here) to the sacral region; this line is commonly bordered
by dark brown colour and is broader posterior to eye where it often contains tiny dark brown spots. Spots may
continue posterior to the dorsolateral lines into groin and onto hind limbs. The heel always has a cream to
yellow spot. Ventral sides are white or cream; a red marking on inner femur is lacking; the gular flap of males
is yellow. The iris is bronze to dark brown. In preservative, colours fade as follows: tan and brown to greyish,
yellow to cream; dark brown, cream and white remain.
In characters with intraspecific variation, male holotype conditions are as follows: gular flap and vocal sac
present; foot webbing formula 1(1), 2i(1) 2e(½), 3i(1) 3e(½), 4i/e(1), 5(½); SVL 26.3 mm, TIBL 13.9 mm,
HW 9.2 mm, EʹN 2.4 mm, EYE 3.7 mm, TYMP 1.4 mm, FOOT 10.6 mm. For individual aspects of colour in
preservative and pattern see Figure 4A; individual information on life colour was not recorded. For molecular
genetic studies, some muscle tissue had been taken from the ventral side of the left femur.
Distribution and natural history. The new species is only known from Salonga National Park in the
central Congo basin, DRC (Fig. 1). The habitat is lowland rainforest (ca. 400 m above sea level) with seasonal
rainfall (short dry period in February, long dry period in JuneʹAugust); annual precipitation is ca. 1,865 mm
and monthly mean temperature ca. 25.0 °C (data obtained from WorldClim; Hijmans et al. 2005). Due to
limited sampling efforts in the Congo basin and an expected lack of distribution barriers to Hyperolius veithi,
we expect this species to show a geographically wider range than currently known.
Twenty-seven amplectant pairs and five single males were found at the end of the rainy season (January)
at night on vegetation, ca. 1 m above water in a flooded but apparently permanent pond deep within primary
forest. Frogs were not heard calling and some pairs were observed laying small clutches of whitish eggs on
vegetation above water (Fig. 2A). It is expected that tadpoles (unknown) develop in water. Syntopic
Hyperolius species included H. cinnamomeoventris, H. cf. platyceps and another undescribed species, not
closely related to H. cinnamomeoventris and H. veithi.
Conservation status. Due to the limited knowledge on both the geographic range encompassed by this
species and population trends, we consider it Data Deficient when applying IUCN Red List categories and
criteria (IUCN 2008). Due to the apparent lack of physical borders to dispersal and the observation that
numerous other amphibian species in the Congo basin show relatively large distributions, we expected that
Hyperolius veithi occupies a larger geographic range than currently known in the central Congo basin (see
above). If so, it may perhaps later well rank under Least Concern. Also, we do not consider chytridiomycosis,
an emerging infectious disease causing amphibian decline in other regions of the planet, a potential threat to
H. veithi. The central Congo basin shows limited suitability for the emergence of this fungal pathogen
(Rödder et al. 2009) and elsewhere in tropical Africa, Hyperolius species well survive despite high prevalence
and individual parasite load (Kielgast et al. 2010).
Etymology. The specific name is a patronym for Michael Veith, acknowledging his support of amphibian
research in tropical Africa.
Paraphyly of Cinnamon-belly reed frogs. As shown in Figure 3, Hyperolius cinnamomeoventris is
paraphyletic when H. molleri, H. thomensis and H. veithi are considered distinct species. In addition to H.
veithi (see above), we concur with Drewes & Wilkinson (2004) that specific distinctness of the sexually
monochromatic H. molleri and H. thomensis is warranted. Although both these reed frogs may show similar
colour and pattern (Fig. 2Eʹ F) to PhF H. cinnamomeoventris (Fig. 2C) (which is more applicable to H.
molleri), they possess a more coarse skin texture, lack (in life) a red marking on the inner femur (present in H.
cinnamomeoventris) and have parts of the toe and fingers tips bright orange (not different to dorsal or ventral
colours in H. cinnamomeoventris). Hyperolius thomensis is distinguished further by being larger in body size
and having a black, white and orange marbled venter in life (cream in H. cinnamomeoventris), while that of H.
molleri is white or red in life and thus can be similar to that of H. cinnamomeoventris. When comparing
uncorrected p-distances of H. molleri and H. thomensis with other reed frogs discussed in this paper,
divergence is ≥ 4.7 % and ≥ 4.9 %, respectively (Table 2). An operable threshold for the consideration of
putative species (to be confirmed by an integrative approach) in the 16S mitochondrial rRNA gene for anuran
amphibians is at about 3 % (Fouquet et al. 2007, Vieites et al. 2009) but can even be lower between well
accepted species (e.g. Zimkus & Schick 2010). Applying this threshold to reed frogs studied here, specific
NEW REED FROG FROM CONGO AND PARAPHYLY Zootaxa 2501 © 2010 Magnolia Press · 31
distinctness of both H. molleri and H. thomensis against H. cinnamomeoventris is supported. Likewise,
divergence of H. veithi and H. cinnamomeoventris is ≥ 4.4 % (or ≥ 2.2 % in the shorter H. veithi sequence, but
see comment to Table 2). In addition, specific distinctness is still supported by morphology (colour and
pattern in life and monochromatism versus dichromatism) and by having white versus half-pigmented eggs
(see above).
FIGURE 3. Bayesian phylogram of Hyperolius species including Cinnamon-belly reed frogs inferred from nucleotide
sequence data from 16S mitochondrial rRNA. Bayesian posterior probabilities > 0.95 each are marked by an asterisk on
branch. We here apply species names as given in Table 1; in the Cinnamon-belly reed frog clade, numbers in parentheses
give sample size of the same haplotype, which corresponds with localities. Note that Hyperolius cinnamomeoventris is
paraphyletic. Topotypic material of H. olivaceus (#) and H. cinnamomeoventris (##) are indicated. Hyperolius sp.
‘Salonga’ is H. veithi sp. nov. Both the Hierarchical Likelihood Ratio Tests and Akaike Information Criterion
implemented in MrModeltest selected a GTR+I+G model with a gamma distribution of 0.5912 and a proportion of
invariable sites of 0.2291 (estimated base frequencies: A: 0.3294, C: 0.2260, G: 0.1813, T: 0.2633; rate matrix: A-C:
3.0708, A-G:7.4382, A-T: 5.3616, C-G: 1.5864, C-T: 21.7283, G-T: 1.0000).
32 · Zootaxa 2501 © 2010 Magnolia Press SCHICK ET AL.
FIGURE 4. Dorsal and ventral views of preserved (A) male holotype of Hyperolius veithi sp. nov. (photos by F. Feß),
SVL 26.3 mm, (B) female holotype of Hyperolius schoutedeni (photos by MRAC, through the courtesy of D. Meirte),
SVL 26.4 mm.
As clades currently assigned to H. cinnamomeoventris are generally well supported, in a purely cladistic
view, different names should be applied. Considering the available names in the synonymy of H.
cinnamomeoventris (Frost 2009), the Gabon clade in Figure 3 could be referred to as H. olivaceus Buchholz &
Peters, 1876 with H. fimbriolatus treated as a synonym (Lötters et al. 2001), since this genetic sample was
obtained at Lambaréné which is the type locality of both these names (Table 1). Likewise, the Angola clade
NEW REED FROG FROM CONGO AND PARAPHYLY Zootaxa 2501 © 2010 Magnolia Press · 33
(Fig. 3) is based on samples from Kalandula which is the type locality of H. cinnamomeoventris and its
synonym H. tristis Bocage, 1866 (Table 1). Therefore, this clade could be recognized as H.
cinnamomeoventris sensu stricto. All samples from the eastern range of Cinnamon-belly reed frogs constitute
a monophyletic group, here called Eastern Clade (Figs. 1, 3). Of the available names in the synonymy of H.
cinnamomeoventris, two originate from the eastern portion of the Cinnamon-belly reed frog distribution, H.
ituriensis Laurent, 1943 and H. wittei Laurent, 1947 (Frost 2009). Consequently, one of them could
potentially be applicable to the Eastern Clade, apart from the fact that the type locality of H. wittei lays out of
the suggested geographic range of Cinnamon-belly reed frogs, at all (Fig. 1).
In spite of this a priori conclusive scenario, we momentarily refrain from taxonomic action for two
reasons. First, delimitating and phenotypic diagnosing putative species remains a problem. Not only is the
material available limited for comparisons (see Appendix) and call and other natural history data are sparse or
lacking (Lötters et al. 2004) so that an integrative approach combining data from different fields to is
hampered. It is also true that molecular data demonstrate considerable variation within putative species and
likewise overlap between clades (Table 2). Second, with regard to tree-based taxonomy, it has to be
considered that only a fragment of one mitochondrial gene and relatively few samples have been involved in
our analysis.
Although, the 16S mitochondrial rRNA gene is useful for DNA barcoding and tree-based species
recognition in anuran amphibians (Vences et al. 2005, Fouquet et al. 2007, Vieites et al. 2009), it has been
shown that when analysing mitochondrial DNA sequences, paraphyly does not always uncover distinct taxa.
There are various explanations for paraphyly or polyphyly within species when constructing mitochondrial
gene trees, in particular introgression, hybrid speciation and (although less of a concern for mitochondrial
than for nuclear loci) incomplete lineage sorting (Funk & Omland 2003). In these cases some alleles in a
species may appear more close to those of another (related) species than to conspecifics. As a result,
intraspecific variation is larger than variation at the species level and may lead to a mistaken consideration of
variants for species when following the monophyly criterion (Funk & Omland 2003). Intensive sampling and
analyzing phylogeographic data including related species are helpful for an appropriate interpretation of
paraphyly. There is on-going debate regarding the reliability of mitochondrial gene trees for species
delimitation. For example, McKay & Zink (2010) recently found that paraphyly in birds most commonly
results from incorrect taxonomy and concluded that mitochondrial gene trees are rarely misleading. With
regard to H. cinnamomeoventris, we conclude that additional sampling and studies are necessary for allowing
warranted taxonomic action.
Acknowledgements
We are grateful to the following individuals and institutions (in alphabetical order) for support including field
and lab assistance, support with tissue samples, finance, logistics and permits: Alexander Koenig Stiftung,
Bonn, Germany; M. Andersen (ZMUC); M. Behangana (Makerere University, Kampala, Uganda); BIOTA
(BMB+F, Germany); W. Böhme (ZFMK); H. Bourubou (Université de Libreville, Gabon); B.A. Bwong
(NMK); Centre national de Recherche et Technologie (CENAREST) de la Université de Libreville, Gabon; A.
Channing (University of the Western Cape, Bellville, South Africa); Deutscher Akademischer
Austauschdienst (DAAD), Bonn, Germany; Deutsche Gesellschaft für Herpetologie und Terrarienkunde
(DGHT), Rheinbach, Germany; R.C. Drewes (California Academy of Sciences, San Francisco, USA); F. Feß
(Trier University); B. Fruth and G. Hohmann (Max Planck Intitut für Evolutionäre Anthropologie, Leipzig,
Germany); R. Günther (ZMB); Institut Congolais pour la Conservacion de la Nature (ICCN), Kinshasa;
Kenya Wildlife Service (KWS), Nairobi; S. Kigoolo (Makerere University, Kampala, Uganda); P. Malonza
(NMK); D. Meirte (MRAC); M.-O. Rödel (ZMB); National Museums of Kenya (NMK), Nairobi; K. Scheelke
(University of Mainz, Germany); Societé d‘Énergie et d‘Eaux du Gabon (SEEG); Systebol (Lompolle Village,
DRC); P. Teege (University of Mainz, Germany); A. Kamdem Toham (WWF Central African Regional
Program Office, CARPO, Libreville, Gabon); Uganda Wildlife Authority (UWA), Kampala; Université de
34 · Zootaxa 2501 © 2010 Magnolia Press SCHICK ET AL.
Libreville, Gabon; A. van der Meijden (Trier University, Germany); M. Veith (Trier University, Germany);
D.V. Wasonga (NMK); WWF Central African Regional Program Office, CARPO, Libreville (Gabon).
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APPENDIX. Material examined
Hyperolius atrigularis: DRC: Kasiki: MRAC 18408 (holotype). Hyperolius cinnamomeoventris: 'cinnamomeoventris
sensu stricto': ANGOLA: Andarada: MRAC 60559–60; Anhoca: BM 1904.5.2.116-118; Congulu: BM
1936.8.1.223-224; Dundo: MRCA 60557–58; Kalandula: AC 3008, AC 3017; Matala: MRAC 60291; River
Kakueje: MRCA 60556 (all tentatively assigned due to geographic proximity to type locality); 'olivaceus': GABON:
Lambarén: ZMB 8830, 65178 (two syntypes of H. fimbriolatus), ZMB 8829, 53264–265 (three syntypes of H.
olivaceus), ZFMK 73111–112; Eastern Clade: DRC: Djalasiga: MRAC 2175 (holotype of H. ituriensis); Salonga
National Park: A 185, A 186, A 195, A 200, A 201, A 205, A 230 (to be deposited at ZFMK); KENYA: Kakamega
Forest: NMK A 3858/1–2, ZFMK 77431-433, ZFMK 77614; NMK A/3918/1–2; North Nandi Forest: NMK A/
1353/1–3; Chemlit: NMK A/1422; UGANDA: Mabira Forest: NMK A/83/1–2, NMK A/3091, NMK A/2096/1–2;
Budongo Forest: NMK A/952/1–3, NMK A/2094/1–11, NMK A/3349/1–6, NMK A/3951; Kampala: SL 565–566,
SL 570, SL 575–576 (to be deposited at Makerere University, Kampala); Bundibugyo: SL 508–510 (to be deposited
at Makerere University, Kampala); Bwamba: NMK A/963/1–2; Semliki: SL 532, SL 553–555 (to be deposited at
Makerere University, Kampala); Sango Bay: NMK A/2092/1–5; Kibale Forest: NMK A/2093/1–5. Hyperolius polli:
DRC: Tshimbulu s/Luebi (Kasai): MRAC 656 (holotype). Hyperolius schoutedeni: DRC: Kunungu: MRAC
B.39837 (holotype, Fig. 4B); DRC: N’Sele: ZMUC R079832–833, ZMUC R079835. Hyperolius veithi: DRC:
Salonga National Park: ZFMK 89607 (holotype, Fig. 4A), ZFMK 89608–645 (paratypes), ZMUC R771393–412
(paratypes).
36 · Zootaxa 2501 © 2010 Magnolia Press SCHICK ET AL.
Molecular Ecology (2012) 21, 2565–2573 doi: 10.1111/j.1365-294X.2011.05418.x
FROM THE COVER
Monitoring endangered freshwater biodiversity using
environmental DNA
PHILIP FRANCIS THOMSEN,1* JOS KIELGAST,1* LARS L. IVERSEN,† CARSTEN WIUF,‡
M O R T E N R A S M U S S E N , * M . T H O M A S P . G I L B E R T , * L U D O V I C O R L A N D O * and E S K E
WILLERSLEV*
*Centre for GeoGenetics, Natural History Museum of Denmark, University of Copenhagen, Øster Voldgade 5-7, DK-1350
Copenhagen, Denmark, †Freshwater Biology Section, Department of Biology, University of Copenhagen, Helsingørgade 51, DK-
3400 Hillerød, Denmark, ‡Bioinformatics Research Center (BiRC), Aarhus University, C. F. Møllers Alle 8, DK-8000 A˚ rhus,
Denmark
Abstract
Freshwater ecosystems are among the most endangered habitats on Earth, with
thousands of animal species known to be threatened or already extinct. Reliable
monitoring of threatened organisms is crucial for data-driven conservation actions but
remains a challenge owing to nonstandardized methods that depend on practical and
taxonomic expertise, which is rapidly declining. Here, we show that a diversity of rare
and threatened freshwater animals—representing amphibians, fish, mammals, insects
and crustaceans—can be detected and quantified based on DNA obtained directly from
small water samples of lakes, ponds and streams. We successfully validate our findings
in a controlled mesocosm experiment and show that DNA becomes undetectable within
2 weeks after removal of animals, indicating that DNA traces are near contemporary with
presence of the species. We further demonstrate that entire faunas of amphibians and
fish can be detected by high-throughput sequencing of DNA extracted from pond water.
Our findings underpin the ubiquitous nature of DNA traces in the environment and
establish environmental DNA as a tool for monitoring rare and threatened species across
a wide range of taxonomic groups.
Keywords: biological diversity, molecular detection, pyrosequencing, threatened species,
wildlife conservation
Received 19 August 2011; revision received 8 November 2011; accepted 17 November 2011
water animal species are threatened or recently
Introduction
extinct—representing more than a quarter of all freshwa-
Monitoring of plant and animal biodiversity is conven- ter animals assessed so far (IUCNredlist 2011).
tionally based on visual detection and counting. Such DNA obtained directly from environmental samples
data collection is nonstandardized and dependent on (environmental DNA) as a method to assess the diver-
practical and taxonomic expertise, which is rapidly sity of macro-organism communities was first applied
declining (Hopkins & Freckleton 2002; Wheeler et al. to ancient sediments, revealing the past of extinct and
2004). Freshwater ecosystems are among the Earth’s most extant mammals, birds and plants (Willerslev et al.
threatened habitats in terms of anthropogenic impact as 2003). Subsequently, the approach has been successfully
well as global and local species loss (Revenga & Mock used on several different modern and ancient environ-
2000; Sala et al. 2000; Dudgeon et al. 2006; Vie´ et al. 2009; mental samples including terrestrial sediments, lake
Hambler et al. 2011). Worldwide, more than 4600 fresh- and ice cores, and freshwater lakes and rivers (Hofreiter
et al. 2003; Haile et al. 2007, 2009; Willerslev et al. 2007;
Correspondence: Eske Willerslev
Ficetola et al. 2008; Matisoo-Smith et al. 2008; Jerde
E-mail: ewillerslev@snm.ku.dk et al. 2011). Faeces, urine and epidermal cells are
1
These authors contributed equally to this study. believed to be the predominant sources of environmen-
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2566 P . F . T H O M S E N E T A L .
tal DNA (Lydolph et al. 2005; Haile et al. 2009), which from each site were taken to improve coverage of the
may survive from hours to thousands of years depend- extent of the freshwater systems and species detection
ing on the environmental setting (Willerslev et al. 2004). probability (Fig. S1, Supporting information). All sam-
Although of great potential for contemporary biodiver- ples were stored at )20C until processed. A proxy
sity monitoring, environmental DNA detection in wild for population density was calculated for the amphibi-
populations has so far only been applied to a few com- ans Pelobates fuscus and Triturus cristatus using conven-
mon or invasive species of amphibians and fish (Ficet- tional monitoring (based on active dip-netting and
ola et al. 2008; Goldberg et al. 2011; Jerde et al. 2011). counting larvae one person-hour pr. pond) and
The potential for monitoring rare and threatened spe- assuming a reverse cone shape for the estimation of
cies of direct interest in a conservation context remains pond water volume using direct measures. Qualitative
unreported. It also remains untested i) whether environ- occurrence data were supplied by taxon specialists
mental DNA concentrations reflect species abundance based on fresh tracks or scat for the Eurasian otter
in natural freshwater systems and ii) whether the (Lutra lutra), electrofishing with active dip-netting for
approach is broadly applicable across taxonomic the European weather loach (Misgurnus fossilis) and
groups. Answers to these questions are crucial for the active dip-netting for the large white-faced darter
relevance and reliability of environmental DNA detec- (Leucorrhinia pectoralis) larvae and the tadpole shrimp
tion to applied conservation biology. (Lepidurus apus).
To address the potential of environmental DNA as a
tool for monitoring rare and threatened freshwater spe-
Mesocosm experiment
cies, we conducted comparative surveys in natural
lakes, ponds, streams and temporary pools in Europe. Outdoor experiments in aquatic mesocosms were set up
We used conventional monitoring methods in parallel (at the Natural History Museum of Denmark) in a full
with environmental mitochondrial DNA-based species factorial design for the two amphibian species at larval
detection and quantification, by applying quantitative densities 0, 1, 2 or 4 specimens pr. 80 L. Two weeks
PCR (qPCR) to DNA extracted from water samples. We prior to the introduction of experimental animals, all
specifically surveyed six animal species representing containers were filled with tap water and inoculated
different taxonomic groups: the amphibians common with identical quantities of water plants, nonpredatory
spadefoot toad (Pelobates fuscus) and great crested newt invertebrates, filamentous algae, phytoplankton and
(Triturus cristatus), the fish European weather loach zooplankton to simulate natural biotic complexity.
(Misgurnus fossilis), the mammal Eurasian otter (Lutra Newt larvae and tadpoles were fed ad libitum with zoo-
lutra), the dragonfly large white-faced darter (Leucorrhi- plankton and algal pellets (Tetra GmBH Plecomin) dur-
nia pectoralis) and the crustacean tadpole shrimp (Le- ing the experiment. Water samples of 15 mL were taken
pidurus apus). All species are locally rare and occur in before introduction of animals and after 2, 9, 23, 44 and
low abundance in their natural environments (Helsdin- 64 days. Hereafter, animals were removed and samples
gen et al. 1996; Conroy & Chanin 2000; Edgar & Bird were taken after 2, 9, 15 and 48 days (Table S2, Sup-
2006; Eggert et al. 2006; Brendonck et al. 2008; Hartvich porting information).
et al. 2010). All except the tadpole shrimp are listed in
the EU Habitat Directive (Council of the European
DNA extraction, PCR and sequencing
Union 1992) as requiring strict protection in their natu-
ral habitats and substantial monitoring efforts in the DNA extraction and post-PCR work were performed in
EU. We further examined our findings from wild popu- two separate laboratories assigned for these purposes.
lations in a controlled mesocosm experiment and All water samples were centrifuged (35 min, 6C,
explored the potential of DNA detection by 454 pyrose- 5000 g), and DNA from the pellet was extracted using
quencing of PCR amplicons from environmental water Qiagen DNeasy Blood & Tissue kit (spin-column proto-
samples targeting entire faunas of fish and amphibians. col). Extraction blanks were included for all DNA extrac-
tions and were tested negative in subsequent PCRs.
TaqMan qPCRs were performed on a Stratagene
Materials and methods
Mx3000P using 3 lL of template DNA, 15 lL of Taq-
Man Environmental Master Mix 2.0 (Life Technolo-
Field sampling and surveys
gies), 4 lL of ddH2O, 1 lL of each primer (10 lM) and
3 · 15 mL water samples were collected in 98 natural 1 lL of probe (2.5 lM) under thermal cycling 50C for
ponds, lakes and streams in Europe between 2009 and 5 min and 95C for 10 min, followed by 55 cycles of
2011, following Ficetola et al. 2008 (Fig. 1 and 95C for 30 s. and 50–60C for 1 min. Species-specific
Table S1, Supporting information). The three samples primers and minor groove binding probes targeting
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Fig. 1 Sampling locations of the 90 European natural freshwater systems targeted in this study. Samples were taken in Denmark
(DK), Sweden (S), Germany (D), Poland (PL) and Estonia (EST) and covers Tc (Triturus cristatus, 11 ponds), Pf (Pelobates fuscus, 17
ponds), Lp (Leucorrhinia pectoralis, 11 ponds), Ll (Lutra lutra, 15 streams and lakes), Mf (Misgurnus fossilis, 11 ponds and 15 streams)
and La (Lepidurus apus, 10 temporary pools). An additional six ponds were sampled as controls and two additional ponds were sam-
pled for 454 pyrosequencing (all in Denmark), giving a total of 98 freshwater systems sampled. For exact positions of all 98 localities
see Table S1 (Supporting information).
mitochondrial genes (cytochrome oxidase I and measured on a Nanodrop ND-1000. Three independent
cytochrome b) were validated with relevant species qPCR replications were performed for each sample.
occurring in the area. The amphibian primers ⁄ probe For all species, 25–60% of the positive field samples
systems were tested negative for all amphibian species and 20–25% of the positive mesocosm samples were
occurring in the sampled area Pelophylax kl. esculentus, validated as authentic by cloning using Topo TA clon-
Rana arvalis, R. temporaria, R. dalmatina, Bufo bufo and ing kit (Invitrogen), followed by purification and
Lissotriton vulgaris. The system for the fish M. fossilis sequencing of the inserted PCR fragment (Macrogen,
was tested negative for Cobitis taenia, Anguilla anguilla, Europe) (Table S4, Supporting information). Final con-
Tinca tinca, Carassius carassius, Rutilus rutilus and Cypri- centrations in DNA molecules ⁄ 15 mL of water sample
nus carpio; the system for the dragonfly L. pectoralis was were calculated from the standards setting the molecu-
tested negative for L. dubia, L. ribicunda, Anax imperator lar weight of DNA as 660 g ⁄ mol ⁄ base pair. Efficiency of
and Cordulia aenea; the system for the crustacean L. apus all qPCRs with standards was 80–100%.
was tested negative for Daphnia pulex, C. aenea and Dor-
cus parallelipipedus; and the system for the mammal
454 Pyrosequencing
L. lutra was tested negative for Mustela vison, Neomys
fodiens and Homo sapiens. All primers and probes used Roche GS FLX 454 sequencing was performed on PCR
and developed in this study are listed in Table S3 (Sup- products pooled from six PCR replicates performed on
porting information). Negative controls were included DNA extracts from each pond. DNA extraction was
for all PCRs and showed no amplification. identical to the rest of the study. However, 3 · 15 mL
qPCR standards for the amphibian species were pre- of water samples were used for the fish community and
pared as a dilution series (10)5–10)11) of purified PCR a pooled DNA extraction of 20 · 15 mL subsampled
products on tissue-derived DNA with concentration from a 1.5-L water sample for the amphibian communi-
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ties. Conventional PCRs were performed using 5 lL of When the animals have been removed from the con-
DNA, 25 lL of TaqMan Environmental Master Mix 2.0 tainers, only DNA degradation occurs:
(Life Technologies), 16 lL of ddH2O and 2 lL of each
primer (10 lM) under thermal cycling conditions: 95C
xðtÞ ¼ xðtR Þ expðcðt tR ÞÞ ðeqn 3Þ
for 10 min followed by 45 cycles of 94C for 30 s, 45–
48C for 30 s, 72C for 30 s with a final 72C for 5 min.
For primer details see Table S3 (Supporting informa- where tR is the time of removal. Hence, there are three
tion). PCR products were tested on 2% agarose gels parameters, a, b and c, to be estimated from the data
stained with ethidium bromide and purified using a (Fig. S3, Supporting information). TC4.2 at t = 73 days
Qiagen QIAquick PCR purification kit or QIAquick Gel was omitted in parameter estimation as it was not pos-
extraction kit. Library builds were carried out using sible to replicate in qPCR.
custom Y-shaped adaptors with MID barcode identifi- The observations yij are assumed to be independent
ers, and all reactions were performed according to pro- of each other. Here, j = 1,…, n(ti) denotes the jth sample
tocol using NEBnext DNA Sample Prep Master Mix Set obtained at time ti. The parameters are estimated using
2 (New England Biolabs, Ipswich, MA). Sequencing ordinary least square, weighted according to the num-
was carried out in accordance with manufacturer’s ber of observations available from each container and
guidelines. A total of 524 027 sequences were generated time point. Confidence intervals on parameter estimates
on three-quarters of an XLR70 PTP (Roche, Basel, Swit- are obtained from the likelihood curve assuming data
zerland). GS FLX light intensity files were sorted per are Gaussian distributed. The explained variance is cal-
combination of primer and MID in separate files and culated as follows:
trimmed accordingly before being used as input for
AmpliconNoise and Perseus to remove sequencing P
1
ðyij xðti ÞÞ2
errors and PCR chimeras (Quince et al. 2011). Given the n3
j;i
length of the amplicons, the original procedure that r2 ¼ 1 P ðeqn 4Þ
1
n1 yÞ2
ðyij
keeps only reads where the first noisy flow occurred on i;j
or after 360 was relaxed to flow number 100. Parame-
ters rp and cp were set at the values 1 ⁄ 60 and 0.01, where n is the total number of observations and y the
respectively. Data were analysed using a custom-made mean of all observations.
Perl script (available on request) and compared to the We used a linear mixed model to describe the rela-
nt database using BLAST with 7 as word size and 0.001 tionship between DNA concentration, and time and
as a maximal expect value and only considering density, respectively. Time and density were set as
sequences with 100% identity in full sequence length. fixed effects, while individual containers were set as
random effect. Two separate models (one with interac-
tion between the factors time and density and one with-
Statistical Modelling
out interaction) were compared by a likelihood ratio
To describe DNA concentration in water through time, test. Data were log10-transformed for Pearson’s prod-
a differential equation model was constructed assuming uct–moment correlation to meet the assumption of nor-
(i) DNA is generated at constant rate (i.e. secreted from mality (Fig. S4, Supporting information). All statistics
the animal) but depends on the size of the animal(s), were performed using R version 2.13.1.
here taken to be linear over time aÆt + b in the interval
of observation, and (ii) DNA degradation occurs at a
Results and discussion
constant rate (Fig. S2, Supporting information). Here,
cÆx(t), where x(t) is the amount of DNA present at time The success rate of the DNA-based species detection by
t. The unit of the parameter c is per molecule per day. qPCR in ponds with known occurrence of the targeted
This leads to an equation for the concentration of species was 100% for the fish, 91–100% for the amphib-
DNA present at time t: ian species, 82% for the dragonfly and 100% for the
tadpole shrimp (Fig. 2). Using the same strategy, nega-
dx tive results were recovered for each of the six species
¼ a t þ b c xðtÞand xð0Þ ¼ 0 ðeqn 1Þ
dt from three control ponds where the respective species
are known to be absent. Interestingly, for an additional
It has the following solution x(t): eight sampled ponds with recent historical records of
P. fuscus, the species was not found during conven-
a 1 a 1 a tional surveys. However, using the DNA detection
xðtÞ ¼ t þ b expðc tÞ b ðeqn 2Þ
c c c c c approach, the presence of the species was confirmed in
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Fig. 2 Environmental DNA detection rates by qPCR in natural freshwater ponds with 100% occurrence of the species confirmed in
the field (dark grey) or larger freshwater systems with known occurrence in the area (light grey). Detection rates are given in per-
centage positive localities out of the total number of localities surveyed for each species. Data covers amphibians: Pf (Pelobates fuscus,
n = 9) and Tc (Triturus cristatus, n = 11); fish: Mf (Misgurnus fossilis, n = 11 ponds and n = 15 streams—light grey); insects: Lp (Leucor-
rhinia pectoralis, n = 11); crustaceans: La (Lepidurus apus, n = 10) and mammals: Ll (Lutra lutra, n = 15 streams and lakes).
five of these sites, suggesting that the DNA approach throughout a continuous 225 km2 ditch system of run-
may in some cases be more sensitive. Supporting this ning water that is known to be inhabited by the species.
view, the respective five sites had lower average DNA The 54% success rate obtained (Fig. 2) was comparable
concentration than the sites where the presence of to the results of a conventional expert survey in the
P. fuscus was confirmed by expert surveys (P < 0.05, area. Considering water volume per individual and
Mann–Whitney U test). For the amphibians, where water retention time, the difference between detection
environmental DNA was quantified, we find positive probability in running and stagnant water systems is
correlation between DNA concentration and estimated expected. Similarly, we tested the performance of envi-
population density based on conventional monitoring ronmental DNA detection in large water volumes using
(P. fuscus: P < 0.01, R2 = 0.68; T. cristatus: P < 0.05; streams and lakes inhabited by the Eurasian otter and
R2 = 0.40, Pearson’s product–moment correlation) confirmed presence of species-specific DNA in 27% of
(Fig. 3). the sampled sites (Fig. 2). The semiaquatic lifestyle and
To examine the performance of environmental DNA large territorial range of this mammal can account for
detection in running water, the fish M. fossilis was fur- the low detectability compared to the other investigated
thermore targeted in independent water samples taken organisms. Nevertheless, for Eurasian otter, the
(a) (b)
Fig. 3 Environmental DNA quantification in natural ponds with Pelobates fuscus (n = 9) (a) and Triturus cristatus (n = 10) (b). Pear-
son’s product moment correlation between average number of DNA molecules and estimated population size in each pond. The line
shows linear regression, a: R2 = 0.68, P < 0.01; b: R2 = 0.40, P < 0.05.
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environmental DNA approach may still be a valuable likely due to the fact that the herbivorous tadpole is
complement to conventional monitoring (based on the substantially larger and more active than the carnivo-
identification of tracks and faecal remains), which is rous newt larvae. Immediately after the animals were
both resource demanding and error prone (Hansen & removed, we observed a rapid and continuous decrease
Jacobsen 1999; Davison et al. 2002). in DNA concentration, until it could no longer be
While our population density estimates based on con- detected only 1–2 weeks after removal (Fig. 4). These
ventional monitoring methods are robust and compara- results suggest that DNA traces are near contemporary
ble relative to each other, they serve only as proxies for with the presence of the species, in agreement with pre-
true population densities. We therefore investigated the vious studies observing rapid degradation of DNA in
consistency of the observed quantitative trend in the freshwater (Kim et al. 1996; Matsui et al. 2001; England
relationship between DNA concentration and popula- et al. 2005; Douville et al. 2007; Dejean et al. 2011).
tion density of the two amphibian species under semi- We speculate that the ability to detect and quantify
natural conditions, allowing control of absolute animal DNA from a given freshwater animal species is deter-
density through time. We quantified DNA concentra- mined as a simple relationship between DNA excretion
tions by repeated water sampling from freshwater mes- depending on animal density and size, and degradation
ocosms with densities of 0, 1, 2 or 4 larvae in 80 L of of this DNA owing to both microbial ⁄ enzymatic attack
water, respectively. We sampled at 2, 9, 23, 44 and and spontaneous chemical reactions such as hydrolysis
64 days after introduction of animals to freshwater con- and oxidation (Lindahl 1993). Based on this general
tainers. All animals were removed from the containers assumption, we integrated the observed DNA degrada-
after 64 days when metamorphosis initiated, and DNA tion in the examination of the quantitative relation
concentration was quantified after additional 2, 9, 15 between animal density and DNA concentration in a
and 48 days to investigate DNA persistence (Table S2, simple differential equation. This model was con-
Supporting information). structed assuming that DNA is generated at a rate
For both species, we observe a highly significant dependent on the animal density and growth and
effect of animal density and time on DNA concentration degraded by a constant rate. We find that the model
quantified from the freshwater mesocosms as well as an parameters estimated from the data are in concordance
interaction of the two factors (P. fuscus, P < 0.001; with each other across both species showing constant
T. cristatus, P < 0.001; linear mixed model). This con- degradation and increasing excretion of DNA with
firms our field observations in an experimental setting. increased density of animals and animal growth
Interestingly, DNA concentrations were consistently (Fig. S3, Supporting information).
higher for P. fuscus than for T. cristatus in both the con- The observed trends in both the field and controlled
trolled experiment and the field survey (Figs 3 and 4), experiments support the conclusion that, despite rapid
(a) (b)
Fig. 4 Environmental DNA quantification in controlled mesocosm experiment with Pelobates fuscus (a) and Triturus cristatus (b).
Means + 2 · SE of DNA molecules in water samples from freshwater containers with 1 (red), 2 (blue) or 4 (green) individuals in
80 L. After a control sample was taken, animals were introduced at time t = 0 and samples were taken at 2, 9, 23, 44, 64, 66, 73, 79
and 112 days. Animals were removed at t = 64 (after sampling). The lines show a differential equation model fitted to the data (see
Materials and methods section), a: R2 = 0.29 (red), 0.50(blue), 0.61(green); b: R2 = 0.49 (red), 0.67 (blue), 0.62 (green).
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DNA degradation processes, there is a consistent quan- Table 1 Species of amphibians and fish detected by species
titative relation between the density of animals and specific DNA in pond water samples. In each of the four ponds
DNA molecules, which can be measured and accounted DNA fragments with 100% sequence match were recovered
from all species known to occur, respectively. Sequences were
for through time (Fig. 4). Overall, these findings consti-
obtained through Roche 454 GS FLX sequencing using generic
tute promising evidence that DNA may be not only primers except P. fuscus, T. tinca, P. fluviatilis and L. delinea-
applied as an efficient tool to detect species in the envi- tus, which were recovered through PCR using species specific
ronment but also used to estimate population densities. primers with subsequent cloning and Sanger sequencing. For
However, this will necessitate rigorous species-specific the former three because the applied generic primers do not
comparative studies to fine-tune model parameters and amplify tissue derived DNA of these species. JD11 (N55.79799,
further validate the approach in natural freshwater E12.58399), HEL56 (N55.98929, E12.20933), ELL1 (N55.842498,
E12.534903), BOT1 (N55.68651, E12.57432) (Datum: WGS84)
environments. Moreover, the effect of factors such as
temperature, pH, conductivity and microbial commu- Species Pond
nity composition should be further investigated as these
are likely to influence DNA decay and detectability. Amphibians Lissotriton vulgaris JD11, HEL56
Also, the exact cellular origin of environmental DNA in Triturus cristatus JD11
freshwater and the relative contribution of different Pelophylax kl. esculentus JD11, HEL56
states (e.g. free, cellular or particle-bound DNA) remain Rana temporaria HEL56
Rana arvalis HEL56
unclear, and clarification of this may focus future sam-
Pelobates fuscus HEL56
pling strategies. Precipitation, as used in this study, Fish Carassius carassius ELL1, BOT1
recovers DNA independent of state but is limited to Carassius auratus ELL1, BOT1
small sample volumes compared to filtering methods Cyprinus carpio ELL1, BOT1
(e.g. Jerde et al. 2011), which accommodate larger sam- Scardinius erythrophthalmus ELL1, BOT1
ples but may fail to recover free DNA. Tinca tinca ELL1, BOT1
Finally, to explore the broad-scale potential of environ- Leucaspius delineatus ELL1
Perca fluviatilis BOT1
mental DNA-based species detection, we investigated
the extent to which complete species diversity can be
documented by environmental DNA screening. We used
water samples from four ponds with well-known ing the taxonomic groups in question. It is inherent to
amphibian or fish faunas (updated occurrence data from the use of generic primers that there is a trade-off
the Danish freshwater fish atlas project and Amphi-Con- between targeting higher taxonomic levels and detecting
sult Aps national amphibian monitoring data) and tar- rare sequences.
geted DNA from these groups with a combination of
specific and generic primers (Table S3, Supporting infor- Conclusion
mation). PCR products were sequenced using the Roche
GS FLX 454 platform and Sanger sequencing, generating Faced with a global decline in biodiversity that is 100–
a total of 524 027 sequences. 1000 times faster than prehuman rates (Pimm et al.
We recovered species-specific DNA fragments with 1995; Barnosky et al. 2011), there is an urgent need for
100% sequence match for all species of amphibians or data-driven prioritization of conservation actions, which
fish previously recorded from each of the ponds relies heavily on fast and effective monitoring of threa-
(Table 1 and Table S4, Supporting information). Interest- tened species. Environmental DNA monitoring cannot
ingly, we furthermore recovered DNA sequences from replace field observations by experienced ecologists and
species living in close proximity to the water, including taxon specialists, who retrieve information beyond
birds: Eurasian coot (Fulica atra), wood pigeon (Columba quantitative and qualitative records. However, monitor-
palumbus) and marsh warbler (Acrocephalus palustris) and ing of threatened species through environmental DNA
red deer (Cervus elaphus). These results suggest that the may be a quick, cost-effective and standardized way to
success of DNA detection is largely independent of ani- obtain basic data on distribution and abundance,
mal species and abundance, as long as DNA is excreted enabling efficient deployment of limited conservation
into the water. Furthermore, this illustrates that DNA is resources and taxonomic expertise. Further research on
homogeneously distributed in pond water, in stark con- environmental DNA in relation to conservation of rare
trast to recent observations of animal DNA in soil, char- and threatened species should focus on large-scale com-
acterized by a patchy distribution (Andersen et al. 2011). parative validation and optimization including addi-
The ability to exhaustively recover all species in the tional organismal groups and applying the approach
investigated faunas of fish and amphibians probably beyond freshwater ecosystems. However, our findings
relies on the design of generic primers specifically target- highlight a vast potential for integrating DNA detection
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2572 P . F . T H O M S E N E T A L .
in the tool set of biodiversity field research and conser- major influence on current population structure and status.
vation. With DNA sequencing technology advancing at Conservation Genetics, 7, 185–195.
rapidly dropping costs (Metzker 2009; Anonymous England L, Pollok J, Vincent M et al. (2005) Persistence of
extracellular baculoviral DNA in aquatic microcosms:
2010), environmental DNA research is set to change
extraction, purification, and amplification by the
from being merely a scientific curiosity to become an polymerase chain reaction (PCR). Molecular and Cellular
important tool in applied field biology. Probes, 19, 75–80.
Ficetola GF, Miaud C, Pompanon F, Taberlet P (2008) Species
detection using environmental DNA from water samples.
Acknowledgements Biology Letters, 4, 423–425.
We thank Dr. P.R. Møller (Natural History Museum of Den- Goldberg CS, Pilliod DS, Arkle RS, Waits LP (2011) Molecular
mark), A. Drews (LLUR, Schleswig-Holstein), A. Linnet (Dan- detection of vertebrates in stream water: a demonstration
ish Nature Agency, Thy) and Martin Hesselsøe (Amphi- using rocky mountain tailed frogs and IDAHO giant
Consult Aps) for generously supplying monitoring data. All salamanders. PLoS ONE, 6, e22746.
work involving live animals was conducted under permit Haile J, Holdaway R, Oliver K et al. (2007) Ancient DNA
number SNS-441-00116 of the Danish Nature Agency. This chronology within sediment deposits: are paleobiological
study was supported by the University of Copenhagen, The reconstructions possible and is DNA leaching a factor?
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Species. pp. 1–184, World Conservation Union, Gland, Table S1 Overview of the results of field experiments.
Switzerland.
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or expedient? Science, 303, 285. experiments.
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and animal genetic records from holocene and pleistocene
sediments. Science, 300, 791–795. Table S4 Summary of DNA sequences recovered in this study.
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biomolecules from deep ice cores reveal a forested Southern tainers of the mesocosm experiment through time.
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Fig. S4 QQ-plot for mesocosm experiments.
P.F.T, J.K (Centre for GeoGenetics, Copenhagen University)
and L.L.I (Freshwater Biology Section, Copenhagen University) Please note: Wiley-Blackwell is not responsible for the content
are developing methods for monitoring biodiversity using or functionality of any supporting information supplied by the
environmental DNA. C.W (Bioinformatics Research Center, authors. Any queries (other than missing material) should be
Aarhus University) is working with statistical modeling of bio- directed to the corresponding author for the article.
2011 Blackwell Publishing Ltd
Molecular Ecology (2011) doi: 10.1111/j.1365-294X.2011.05418.x
FROM THE COVER
Monitoring endangered freshwater biodiversity using
environmental DNA
PHILIP FRANCIS THOMSEN,1* JOS KIELGAST,1* LARS L. IVERSEN,† CARSTEN WIUF,‡
M O R T E N R A S M U S S E N , * M . T H O M A S P . G I L B E R T , * L U D O V I C O R L A N D O * and E S K E
WILLERSLEV*
*Centre for GeoGenetics, Natural History Museum of Denmark, University of Copenhagen, Øster Voldgade 5-7, DK-1350
Copenhagen, Denmark, †Freshwater Biology Section, Department of Biology, University of Copenhagen, Helsingørgade 51, DK-
3400 Hillerød, Denmark, ‡Bioinformatics Research Center (BiRC), Aarhus University, C. F. Møllers Alle 8, DK-8000 A˚ rhus,
Denmark
Abstract
Freshwater ecosystems are among the most endangered habitats on Earth, with
thousands of animal species known to be threatened or already extinct. Reliable
monitoring of threatened organisms is crucial for data-driven conservation actions but
remains a challenge owing to nonstandardized methods that depend on practical and
taxonomic expertise, which is rapidly declining. Here, we show that a diversity of rare
and threatened freshwater animals—representing amphibians, fish, mammals, insects
and crustaceans—can be detected and quantified based on DNA obtained directly from
small water samples of lakes, ponds and streams. We successfully validate our findings
in a controlled mesocosm experiment and show that DNA becomes undetectable within
2 weeks after removal of animals, indicating that DNA traces are near contemporary with
presence of the species. We further demonstrate that entire faunas of amphibians and
fish can be detected by high-throughput sequencing of DNA extracted from pond water.
Our findings underpin the ubiquitous nature of DNA traces in the environment and
establish environmental DNA as a tool for monitoring rare and threatened species across
a wide range of taxonomic groups.
Keywords: biological diversity, molecular detection, pyrosequencing, threatened species,
wildlife conservation
Received 19 August 2011; revision received 8 November 2011; accepted 17 November 2011
water animal species are threatened or recently
Introduction
extinct—representing more than a quarter of all freshwa-
Monitoring of plant and animal biodiversity is conven- ter animals assessed so far (IUCNredlist 2011).
tionally based on visual detection and counting. Such DNA obtained directly from environmental samples
data collection is nonstandardized and dependent on (environmental DNA) as a method to assess the diver-
practical and taxonomic expertise, which is rapidly sity of macro-organism communities was first applied
declining (Hopkins & Freckleton 2002; Wheeler et al. to ancient sediments, revealing the past of extinct and
2004). Freshwater ecosystems are among the Earth’s most extant mammals, birds and plants (Willerslev et al.
threatened habitats in terms of anthropogenic impact as 2003). Subsequently, the approach has been successfully
well as global and local species loss (Revenga & Mock used on several different modern and ancient environ-
2000; Sala et al. 2000; Dudgeon et al. 2006; Vie´ et al. 2009; mental samples including terrestrial sediments, lake
Hambler et al. 2011). Worldwide, more than 4600 fresh- and ice cores, and freshwater lakes and rivers (Hofreiter
et al. 2003; Haile et al. 2007, 2009; Willerslev et al. 2007;
Correspondence: Eske Willerslev
Ficetola et al. 2008; Matisoo-Smith et al. 2008; Jerde
E-mail: ewillerslev@snm.ku.dk et al. 2011). Faeces, urine and epidermal cells are
1
These authors contributed equally to this study. believed to be the predominant sources of environmen-
2011 Blackwell Publishing Ltd
2 P. F. THOMSEN ET AL.
tal DNA (Lydolph et al. 2005; Haile et al. 2009), which from each site were taken to improve coverage of the
may survive from hours to thousands of years depend- extent of the freshwater systems and species detection
ing on the environmental setting (Willerslev et al. 2004). probability (Fig. S1, Supporting information). All sam-
Although of great potential for contemporary biodiver- ples were stored at )20C until processed. A proxy
sity monitoring, environmental DNA detection in wild for population density was calculated for the amphibi-
populations has so far only been applied to a few com- ans Pelobates fuscus and Triturus cristatus using conven-
mon or invasive species of amphibians and fish (Ficet- tional monitoring (based on active dip-netting and
ola et al. 2008; Goldberg et al. 2011; Jerde et al. 2011). counting larvae one person-hour pr. pond) and
The potential for monitoring rare and threatened spe- assuming a reverse cone shape for the estimation of
cies of direct interest in a conservation context remains pond water volume using direct measures. Qualitative
unreported. It also remains untested i) whether environ- occurrence data were supplied by taxon specialists
mental DNA concentrations reflect species abundance based on fresh tracks or scat for the Eurasian otter
in natural freshwater systems and ii) whether the (Lutra lutra), electrofishing with active dip-netting for
approach is broadly applicable across taxonomic the European weather loach (Misgurnus fossilis) and
groups. Answers to these questions are crucial for the active dip-netting for the large white-faced darter
relevance and reliability of environmental DNA detec- (Leucorrhinia pectoralis) larvae and the tadpole shrimp
tion to applied conservation biology. (Lepidurus apus).
To address the potential of environmental DNA as a
tool for monitoring rare and threatened freshwater spe-
Mesocosm experiment
cies, we conducted comparative surveys in natural
lakes, ponds, streams and temporary pools in Europe. Outdoor experiments in aquatic mesocosms were set up
We used conventional monitoring methods in parallel (at the Natural History Museum of Denmark) in a full
with environmental mitochondrial DNA-based species factorial design for the two amphibian species at larval
detection and quantification, by applying quantitative densities 0, 1, 2 or 4 specimens pr. 80 L. Two weeks
PCR (qPCR) to DNA extracted from water samples. We prior to the introduction of experimental animals, all
specifically surveyed six animal species representing containers were filled with tap water and inoculated
different taxonomic groups: the amphibians common with identical quantities of water plants, nonpredatory
spadefoot toad (Pelobates fuscus) and great crested newt invertebrates, filamentous algae, phytoplankton and
(Triturus cristatus), the fish European weather loach zooplankton to simulate natural biotic complexity.
(Misgurnus fossilis), the mammal Eurasian otter (Lutra Newt larvae and tadpoles were fed ad libitum with zoo-
lutra), the dragonfly large white-faced darter (Leucorrhi- plankton and algal pellets (Tetra GmBH Plecomin) dur-
nia pectoralis) and the crustacean tadpole shrimp (Le- ing the experiment. Water samples of 15 mL were taken
pidurus apus). All species are locally rare and occur in before introduction of animals and after 2, 9, 23, 44 and
low abundance in their natural environments (Helsdin- 64 days. Hereafter, animals were removed and samples
gen et al. 1996; Conroy & Chanin 2000; Edgar & Bird were taken after 2, 9, 15 and 48 days (Table S2, Sup-
2006; Eggert et al. 2006; Brendonck et al. 2008; Hartvich porting information).
et al. 2010). All except the tadpole shrimp are listed in
the EU Habitat Directive (Council of the European
DNA extraction, PCR and sequencing
Union 1992) as requiring strict protection in their natu-
ral habitats and substantial monitoring efforts in the DNA extraction and post-PCR work were performed in
EU. We further examined our findings from wild popu- two separate laboratories assigned for these purposes.
lations in a controlled mesocosm experiment and All water samples were centrifuged (35 min, 6C,
explored the potential of DNA detection by 454 pyrose- 5000 g), and DNA from the pellet was extracted using
quencing of PCR amplicons from environmental water Qiagen DNeasy Blood & Tissue kit (spin-column proto-
samples targeting entire faunas of fish and amphibians. col). Extraction blanks were included for all DNA extrac-
tions and were tested negative in subsequent PCRs.
TaqMan qPCRs were performed on a Stratagene
Materials and methods
Mx3000P using 3 lL of template DNA, 15 lL of Taq-
Man Environmental Master Mix 2.0 (Life Technolo-
Field sampling and surveys
gies), 4 lL of ddH2O, 1 lL of each primer (10 lM) and
3 · 15 mL water samples were collected in 98 natural 1 lL of probe (2.5 lM) under thermal cycling 50C for
ponds, lakes and streams in Europe between 2009 and 5 min and 95C for 10 min, followed by 55 cycles of
2011, following Ficetola et al. 2008 (Fig. 1 and 95C for 30 s. and 50–60C for 1 min. Species-specific
Table S1, Supporting information). The three samples primers and minor groove binding probes targeting
2011 Blackwell Publishing Ltd
SPECIES MONITORING BY ENVIRONMENTAL DNA 3
Fig. 1 Sampling locations of the 90 European natural freshwater systems targeted in this study. Samples were taken in Denmark
(DK), Sweden (S), Germany (D), Poland (PL) and Estonia (EST) and covers Tc (Triturus cristatus, 11 ponds), Pf (Pelobates fuscus, 17
ponds), Lp (Leucorrhinia pectoralis, 11 ponds), Ll (Lutra lutra, 15 streams and lakes), Mf (Misgurnus fossilis, 11 ponds and 15 streams)
and La (Lepidurus apus, 10 temporary pools). An additional six ponds were sampled as controls and two additional ponds were sam-
pled for 454 pyrosequencing (all in Denmark), giving a total of 98 freshwater systems sampled. For exact positions of all 98 localities
see Table S1 (Supporting information).
mitochondrial genes (cytochrome oxidase I and measured on a Nanodrop ND-1000. Three independent
cytochrome b) were validated with relevant species qPCR replications were performed for each sample.
occurring in the area. The amphibian primers ⁄ probe For all species, 25–60% of the positive field samples
systems were tested negative for all amphibian species and 20–25% of the positive mesocosm samples were
occurring in the sampled area Pelophylax kl. esculentus, validated as authentic by cloning using Topo TA clon-
Rana arvalis, R. temporaria, R. dalmatina, Bufo bufo and ing kit (Invitrogen), followed by purification and
Lissotriton vulgaris. The system for the fish M. fossilis sequencing of the inserted PCR fragment (Macrogen,
was tested negative for Cobitis taenia, Anguilla anguilla, Europe) (Table S4, Supporting information). Final con-
Tinca tinca, Carassius carassius, Rutilus rutilus and Cypri- centrations in DNA molecules ⁄ 15 mL of water sample
nus carpio; the system for the dragonfly L. pectoralis was were calculated from the standards setting the molecu-
tested negative for L. dubia, L. ribicunda, Anax imperator lar weight of DNA as 660 g ⁄ mol ⁄ base pair. Efficiency of
and Cordulia aenea; the system for the crustacean L. apus all qPCRs with standards was 80–100%.
was tested negative for Daphnia pulex, C. aenea and Dor-
cus parallelipipedus; and the system for the mammal
454 Pyrosequencing
L. lutra was tested negative for Mustela vison, Neomys
fodiens and Homo sapiens. All primers and probes used Roche GS FLX 454 sequencing was performed on PCR
and developed in this study are listed in Table S3 (Sup- products pooled from six PCR replicates performed on
porting information). Negative controls were included DNA extracts from each pond. DNA extraction was
for all PCRs and showed no amplification. identical to the rest of the study. However, 3 · 15 mL
qPCR standards for the amphibian species were pre- of water samples were used for the fish community and
pared as a dilution series (10)5–10)11) of purified PCR a pooled DNA extraction of 20 · 15 mL subsampled
products on tissue-derived DNA with concentration from a 1.5-L water sample for the amphibian communi-
2011 Blackwell Publishing Ltd
4 P. F. THOMSEN ET AL.
ties. Conventional PCRs were performed using 5 lL of When the animals have been removed from the con-
DNA, 25 lL of TaqMan Environmental Master Mix 2.0 tainers, only DNA degradation occurs:
(Life Technologies), 16 lL of ddH2O and 2 lL of each
primer (10 lM) under thermal cycling conditions: 95C
xðtÞ ¼ xðtR Þ expðcðt tR ÞÞ ðeqn 3Þ
for 10 min followed by 45 cycles of 94C for 30 s, 45–
48C for 30 s, 72C for 30 s with a final 72C for 5 min.
For primer details see Table S3 (Supporting informa- where tR is the time of removal. Hence, there are three
tion). PCR products were tested on 2% agarose gels parameters, a, b and c, to be estimated from the data
stained with ethidium bromide and purified using a (Fig. S3, Supporting information). TC4.2 at t = 73 days
Qiagen QIAquick PCR purification kit or QIAquick Gel was omitted in parameter estimation as it was not pos-
extraction kit. Library builds were carried out using sible to replicate in qPCR.
custom Y-shaped adaptors with MID barcode identifi- The observations yij are assumed to be independent
ers, and all reactions were performed according to pro- of each other. Here, j = 1,…, n(ti) denotes the jth sample
tocol using NEBnext DNA Sample Prep Master Mix Set obtained at time ti. The parameters are estimated using
2 (New England Biolabs, Ipswich, MA). Sequencing ordinary least square, weighted according to the num-
was carried out in accordance with manufacturer’s ber of observations available from each container and
guidelines. A total of 524 027 sequences were generated time point. Confidence intervals on parameter estimates
on three-quarters of an XLR70 PTP (Roche, Basel, Swit- are obtained from the likelihood curve assuming data
zerland). GS FLX light intensity files were sorted per are Gaussian distributed. The explained variance is cal-
combination of primer and MID in separate files and culated as follows:
trimmed accordingly before being used as input for
AmpliconNoise and Perseus to remove sequencing P
1
ðyij xðti ÞÞ2
errors and PCR chimeras (Quince et al. 2011). Given the n3
j;i
length of the amplicons, the original procedure that r2 ¼ 1 P ðeqn 4Þ
1
n1 yÞ2
ðyij
keeps only reads where the first noisy flow occurred on i;j
or after 360 was relaxed to flow number 100. Parame-
ters rp and cp were set at the values 1 ⁄ 60 and 0.01, where n is the total number of observations and y the
respectively. Data were analysed using a custom-made mean of all observations.
Perl script (available on request) and compared to the We used a linear mixed model to describe the rela-
nt database using BLAST with 7 as word size and 0.001 tionship between DNA concentration, and time and
as a maximal expect value and only considering density, respectively. Time and density were set as
sequences with 100% identity in full sequence length. fixed effects, while individual containers were set as
random effect. Two separate models (one with interac-
tion between the factors time and density and one with-
Statistical Modelling
out interaction) were compared by a likelihood ratio
To describe DNA concentration in water through time, test. Data were log10-transformed for Pearson’s prod-
a differential equation model was constructed assuming uct–moment correlation to meet the assumption of nor-
(i) DNA is generated at constant rate (i.e. secreted from mality (Fig. S4, Supporting information). All statistics
the animal) but depends on the size of the animal(s), were performed using R version 2.13.1.
here taken to be linear over time aÆt + b in the interval
of observation, and (ii) DNA degradation occurs at a
Results and discussion
constant rate (Fig. S2, Supporting information). Here,
cÆx(t), where x(t) is the amount of DNA present at time The success rate of the DNA-based species detection by
t. The unit of the parameter c is per molecule per day. qPCR in ponds with known occurrence of the targeted
This leads to an equation for the concentration of species was 100% for the fish, 91–100% for the amphib-
DNA present at time t: ian species, 82% for the dragonfly and 100% for the
tadpole shrimp (Fig. 2). Using the same strategy, nega-
dx tive results were recovered for each of the six species
¼ a t þ b c xðtÞand xð0Þ ¼ 0 ðeqn 1Þ
dt from three control ponds where the respective species
are known to be absent. Interestingly, for an additional
It has the following solution x(t): eight sampled ponds with recent historical records of
P. fuscus, the species was not found during conven-
a 1 a 1 a tional surveys. However, using the DNA detection
xðtÞ ¼ t þ b expðc tÞ b ðeqn 2Þ
c c c c c approach, the presence of the species was confirmed in
2011 Blackwell Publishing Ltd
SPECIES MONITORING BY ENVIRONMENTAL DNA 5
Fig. 2 Environmental DNA detection rates by qPCR in natural freshwater ponds with 100% occurrence of the species confirmed in
the field (dark grey) or larger freshwater systems with known occurrence in the area (light grey). Detection rates are given in per-
centage positive localities out of the total number of localities surveyed for each species. Data covers amphibians: Pf (Pelobates fuscus,
n = 9) and Tc (Triturus cristatus, n = 11); fish: Mf (Misgurnus fossilis, n = 11 ponds and n = 15 streams—light grey); insects: Lp (Leucor-
rhinia pectoralis, n = 11); crustaceans: La (Lepidurus apus, n = 10) and mammals: Ll (Lutra lutra, n = 15 streams and lakes).
five of these sites, suggesting that the DNA approach throughout a continuous 225 km2 ditch system of run-
may in some cases be more sensitive. Supporting this ning water that is known to be inhabited by the species.
view, the respective five sites had lower average DNA The 54% success rate obtained (Fig. 2) was comparable
concentration than the sites where the presence of to the results of a conventional expert survey in the
P. fuscus was confirmed by expert surveys (P < 0.05, area. Considering water volume per individual and
Mann–Whitney U test). For the amphibians, where water retention time, the difference between detection
environmental DNA was quantified, we find positive probability in running and stagnant water systems is
correlation between DNA concentration and estimated expected. Similarly, we tested the performance of envi-
population density based on conventional monitoring ronmental DNA detection in large water volumes using
(P. fuscus: P < 0.01, R2 = 0.68; T. cristatus: P < 0.05; streams and lakes inhabited by the Eurasian otter and
R2 = 0.40, Pearson’s product–moment correlation) confirmed presence of species-specific DNA in 27% of
(Fig. 3). the sampled sites (Fig. 2). The semiaquatic lifestyle and
To examine the performance of environmental DNA large territorial range of this mammal can account for
detection in running water, the fish M. fossilis was fur- the low detectability compared to the other investigated
thermore targeted in independent water samples taken organisms. Nevertheless, for Eurasian otter, the
(a) (b)
Fig. 3 Environmental DNA quantification in natural ponds with Pelobates fuscus (n = 9) (a) and Triturus cristatus (n = 10) (b). Pear-
son’s product moment correlation between average number of DNA molecules and estimated population size in each pond. The line
shows linear regression, a: R2 = 0.68, P < 0.01; b: R2 = 0.40, P < 0.05.
2011 Blackwell Publishing Ltd
6 P. F. THOMSEN ET AL.
environmental DNA approach may still be a valuable likely due to the fact that the herbivorous tadpole is
complement to conventional monitoring (based on the substantially larger and more active than the carnivo-
identification of tracks and faecal remains), which is rous newt larvae. Immediately after the animals were
both resource demanding and error prone (Hansen & removed, we observed a rapid and continuous decrease
Jacobsen 1999; Davison et al. 2002). in DNA concentration, until it could no longer be
While our population density estimates based on con- detected only 1–2 weeks after removal (Fig. 4). These
ventional monitoring methods are robust and compara- results suggest that DNA traces are near contemporary
ble relative to each other, they serve only as proxies for with the presence of the species, in agreement with pre-
true population densities. We therefore investigated the vious studies observing rapid degradation of DNA in
consistency of the observed quantitative trend in the freshwater (Kim et al. 1996; Matsui et al. 2001; England
relationship between DNA concentration and popula- et al. 2005; Douville et al. 2007; Dejean et al. 2011).
tion density of the two amphibian species under semi- We speculate that the ability to detect and quantify
natural conditions, allowing control of absolute animal DNA from a given freshwater animal species is deter-
density through time. We quantified DNA concentra- mined as a simple relationship between DNA excretion
tions by repeated water sampling from freshwater mes- depending on animal density and size, and degradation
ocosms with densities of 0, 1, 2 or 4 larvae in 80 L of of this DNA owing to both microbial ⁄ enzymatic attack
water, respectively. We sampled at 2, 9, 23, 44 and and spontaneous chemical reactions such as hydrolysis
64 days after introduction of animals to freshwater con- and oxidation (Lindahl 1993). Based on this general
tainers. All animals were removed from the containers assumption, we integrated the observed DNA degrada-
after 64 days when metamorphosis initiated, and DNA tion in the examination of the quantitative relation
concentration was quantified after additional 2, 9, 15 between animal density and DNA concentration in a
and 48 days to investigate DNA persistence (Table S2, simple differential equation. This model was con-
Supporting information). structed assuming that DNA is generated at a rate
For both species, we observe a highly significant dependent on the animal density and growth and
effect of animal density and time on DNA concentration degraded by a constant rate. We find that the model
quantified from the freshwater mesocosms as well as an parameters estimated from the data are in concordance
interaction of the two factors (P. fuscus, P < 0.001; with each other across both species showing constant
T. cristatus, P < 0.001; linear mixed model). This con- degradation and increasing excretion of DNA with
firms our field observations in an experimental setting. increased density of animals and animal growth
Interestingly, DNA concentrations were consistently (Fig. S3, Supporting information).
higher for P. fuscus than for T. cristatus in both the con- The observed trends in both the field and controlled
trolled experiment and the field survey (Figs 3 and 4), experiments support the conclusion that, despite rapid
(a) (b)
Fig. 4 Environmental DNA quantification in controlled mesocosm experiment with Pelobates fuscus (a) and Triturus cristatus (b).
Means + 2 · SE of DNA molecules in water samples from freshwater containers with 1 (red), 2 (blue) or 4 (green) individuals in
80 L. After a control sample was taken, animals were introduced at time t = 0 and samples were taken at 2, 9, 23, 44, 64, 66, 73, 79
and 112 days. Animals were removed at t = 64 (after sampling). The lines show a differential equation model fitted to the data (see
Materials and methods section), a: R2 = 0.29 (red), 0.50(blue), 0.61(green); b: R2 = 0.49 (red), 0.67 (blue), 0.62 (green).
2011 Blackwell Publishing Ltd
SPECIES MONITORING BY ENVIRONMENTAL DNA 7
DNA degradation processes, there is a consistent quan- Table 1 Species of amphibians and fish detected by species
titative relation between the density of animals and specific DNA in pond water samples. In each of the four ponds
DNA molecules, which can be measured and accounted DNA fragments with 100% sequence match were recovered
from all species known to occur, respectively. Sequences were
for through time (Fig. 4). Overall, these findings consti-
obtained through Roche 454 GS FLX sequencing using generic
tute promising evidence that DNA may be not only primers except P. fuscus, T. tinca, P. fluviatilis and L. delinea-
applied as an efficient tool to detect species in the envi- tus, which were recovered through PCR using species specific
ronment but also used to estimate population densities. primers with subsequent cloning and Sanger sequencing. For
However, this will necessitate rigorous species-specific the former three because the applied generic primers do not
comparative studies to fine-tune model parameters and amplify tissue derived DNA of these species. JD11 (N55.79799,
further validate the approach in natural freshwater E12.58399), HEL56 (N55.98929, E12.20933), ELL1 (N55.842498,
E12.534903), BOT1 (N55.68651, E12.57432) (Datum: WGS84)
environments. Moreover, the effect of factors such as
temperature, pH, conductivity and microbial commu- Species Pond
nity composition should be further investigated as these
are likely to influence DNA decay and detectability. Amphibians Lissotriton vulgaris JD11, HEL56
Also, the exact cellular origin of environmental DNA in Triturus cristatus JD11
freshwater and the relative contribution of different Pelophylax kl. esculentus JD11, HEL56
states (e.g. free, cellular or particle-bound DNA) remain Rana temporaria HEL56
Rana arvalis HEL56
unclear, and clarification of this may focus future sam-
Pelobates fuscus HEL56
pling strategies. Precipitation, as used in this study, Fish Carassius carassius ELL1, BOT1
recovers DNA independent of state but is limited to Carassius auratus ELL1, BOT1
small sample volumes compared to filtering methods Cyprinus carpio ELL1, BOT1
(e.g. Jerde et al. 2011), which accommodate larger sam- Scardinius erythrophthalmus ELL1, BOT1
ples but may fail to recover free DNA. Tinca tinca ELL1, BOT1
Finally, to explore the broad-scale potential of environ- Leucaspius delineatus ELL1
Perca fluviatilis BOT1
mental DNA-based species detection, we investigated
the extent to which complete species diversity can be
documented by environmental DNA screening. We used
water samples from four ponds with well-known ing the taxonomic groups in question. It is inherent to
amphibian or fish faunas (updated occurrence data from the use of generic primers that there is a trade-off
the Danish freshwater fish atlas project and Amphi-Con- between targeting higher taxonomic levels and detecting
sult Aps national amphibian monitoring data) and tar- rare sequences.
geted DNA from these groups with a combination of
specific and generic primers (Table S3, Supporting infor- Conclusion
mation). PCR products were sequenced using the Roche
GS FLX 454 platform and Sanger sequencing, generating Faced with a global decline in biodiversity that is 100–
a total of 524 027 sequences. 1000 times faster than prehuman rates (Pimm et al.
We recovered species-specific DNA fragments with 1995; Barnosky et al. 2011), there is an urgent need for
100% sequence match for all species of amphibians or data-driven prioritization of conservation actions, which
fish previously recorded from each of the ponds relies heavily on fast and effective monitoring of threa-
(Table 1 and Table S4, Supporting information). Interest- tened species. Environmental DNA monitoring cannot
ingly, we furthermore recovered DNA sequences from replace field observations by experienced ecologists and
species living in close proximity to the water, including taxon specialists, who retrieve information beyond
birds: Eurasian coot (Fulica atra), wood pigeon (Columba quantitative and qualitative records. However, monitor-
palumbus) and marsh warbler (Acrocephalus palustris) and ing of threatened species through environmental DNA
red deer (Cervus elaphus). These results suggest that the may be a quick, cost-effective and standardized way to
success of DNA detection is largely independent of ani- obtain basic data on distribution and abundance,
mal species and abundance, as long as DNA is excreted enabling efficient deployment of limited conservation
into the water. Furthermore, this illustrates that DNA is resources and taxonomic expertise. Further research on
homogeneously distributed in pond water, in stark con- environmental DNA in relation to conservation of rare
trast to recent observations of animal DNA in soil, char- and threatened species should focus on large-scale com-
acterized by a patchy distribution (Andersen et al. 2011). parative validation and optimization including addi-
The ability to exhaustively recover all species in the tional organismal groups and applying the approach
investigated faunas of fish and amphibians probably beyond freshwater ecosystems. However, our findings
relies on the design of generic primers specifically target- highlight a vast potential for integrating DNA detection
2011 Blackwell Publishing Ltd
8 P. F. THOMSEN ET AL.
in the tool set of biodiversity field research and conser- major influence on current population structure and status.
vation. With DNA sequencing technology advancing at Conservation Genetics, 7, 185–195.
rapidly dropping costs (Metzker 2009; Anonymous England L, Pollok J, Vincent M et al. (2005) Persistence of
extracellular baculoviral DNA in aquatic microcosms:
2010), environmental DNA research is set to change
extraction, purification, and amplification by the
from being merely a scientific curiosity to become an polymerase chain reaction (PCR). Molecular and Cellular
important tool in applied field biology. Probes, 19, 75–80.
Ficetola GF, Miaud C, Pompanon F, Taberlet P (2008) Species
detection using environmental DNA from water samples.
Acknowledgements Biology Letters, 4, 423–425.
We thank Dr. P.R. Møller (Natural History Museum of Den- Goldberg CS, Pilliod DS, Arkle RS, Waits LP (2011) Molecular
mark), A. Drews (LLUR, Schleswig-Holstein), A. Linnet (Dan- detection of vertebrates in stream water: a demonstration
ish Nature Agency, Thy) and Martin Hesselsøe (Amphi- using rocky mountain tailed frogs and IDAHO giant
Consult Aps) for generously supplying monitoring data. All salamanders. PLoS ONE, 6, e22746.
work involving live animals was conducted under permit Haile J, Holdaway R, Oliver K et al. (2007) Ancient DNA
number SNS-441-00116 of the Danish Nature Agency. This chronology within sediment deposits: are paleobiological
study was supported by the University of Copenhagen, The reconstructions possible and is DNA leaching a factor?
Natural History Museum of Denmark and the Danish National Molecular Biology and Evolution, 24, 982–989.
Research Foundation. Haile J, Froese DG, MacPhee RDE et al. (2009) Ancient DNA
reveals late survival of mammoth and horse in interior
Alaska. Proceedings of the National Academy of Sciences of the
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are developing methods for monitoring biodiversity using or functionality of any supporting information supplied by the
environmental DNA. C.W (Bioinformatics Research Center, authors. Any queries (other than missing material) should be
Aarhus University) is working with statistical modeling of bio- directed to the corresponding author for the article.
2011 Blackwell Publishing Ltd
SALAMANDRA 48(1) 58–62 30 April 2012 Correspondence
ISSN 0036–3375
Correspondence
Absence of infection with the amphibian chytrid fungus
in the terrestrial Alpine salamander, Salamandra atra
Stefan Lötters 1, Jos Kielgast 1,2, Marc Sztatecsny 3, Norman Wagner 1, Ulrich Schulte 1,
Philine Werner 1,3,4, Dennis Rödder 5, Johannes Dambach 6, Timo Reissner 4,
Axel Hochkirch 1 & Benedikt R. Schmidt 4,7
1)
Trier University, Biogeography Department, 54286 Trier, Germany
2)
Department of Biology, Copenhagen University, Universitetsparken 15, 2100 Copenhagen, Denmark
3)
Department of Evolutionary Biology, University of Vienna, Vienna, Austria
4)
KARCH, Passage Maximilien-de-Meuron 6, 2000 Neuchâtel, Switzerland
5)
Herpetology Department, Zoologisches Forschungsmuseum Alexander Koenig, Adenauerallee 160, 53113 Bonn, Germany
6)
Department for Molecular Biodiversity, Zoologisches Forschungsmuseum Alexander Koenig, Adenauerallee 160, 53113 Bonn,
Germany
7)
Institut für Evolutionsbiologie und Umweltwissenschaften, Universität Zürich, Winterthurerstrasse 190, 8057 Zürich, Switzerland
Corresponding author: Stefan Lötters, e-mail: loetters@uni-trier.de
Manuscript received: 15 December 2011
Amphibian declines and species extinctions are worrying ops symptoms of chytridiomycosis, it may eventually die
conservationists around the globe, and the emerging infec- from a breakdown of neurological functions (Voyles et al.
tious disease chytridiomycosis is suggested to play a key 2009).
role in these processes (Fisher et al. 2009). The disease’s To better understand possible consequences of Bd
etiological agent, the chytridiomycete fungus Batracho spread, it is important to know which species are suscep-
chytrium dendrobatidis (Bd), has been reported to be tible to Bd infection and chytridiomycosis. Bielby et al.
present on all continents inhabited by amphibians (Fisher (2008) provided evidence that, at least in anuran amphibi
et al. 2009). Amphibian mass mortalities, however, seem to ans, Bd susceptibility is related to life history. They found
be geographically restricted, and it has recently been sug- that species from high altitudes within a geographically ‘re-
gested that one particular currently emerging, globalised stricted’ range and having an aquatic life stage accompa-
and highly virulent strain of Bd is responsible for the most nied by low fecundity suffer from higher risk of Bd-related
dramatic consequences of the disease (Farrer et al. 2011). decline. Woodhams et al. (2007a, b) provided evidence
Besides the strain, the specific susceptibility of host spe- that susceptibility can also depend on species-specific skin
cies or populations as well as host-environment interac- peptides or skin bacteria. Bd susceptibility may further-
tions might play a role in the outcome of an infection (e.g., more be related to the environment in which amphibians
Woodhams et al. 2007a, Tobler & Schmidt 2010, Savage live. Based on the pathogen’s temperature sensitivity, Röd-
& Zamudio 2011, Searle et al. 2011). der et al. (2009) identified worldwide regions in which
Bd is known to infect more than 400 amphibian species climatic conditions are most suitable to Bd and concluded
of both anurans and salamanders, and the most dramatic that at lower latitudes higher elevations and at higher lati-
mass mortalities have occurred in mountainous areas of tudes lower elevations would provide the best environment
the Americas, Australia, and southern Europe (Berger et for the survival of Bd.
al. 1998, Bosch & Martinez-Solano 2006). The patho- Bd infection is widespread among European amphibi-
gen spreads through motile infectious zoospores released ans including those occurring in the Alps (Garner et al.
from zoosporangia growing on keratinised parts of the am- 2005, Sztatecsny & Glaser 2011). While it has caused
phibian skin. Despite this aquatic transmission stage, Bd is mortality and population extinctions in some mountain
known also to infect purely terrestrial amphibian species ranges (Bosch & Martinez-Solano 2006, Bielby et al.
(Weinstein 2009). If an individual is infected and devel- 2009, Walker et al. 2010), Bd apparently leaves many Eu-
© 2012 Deutsche Gesellschaft für Herpetologie und Terrarienkunde e.V. (DGHT), Mannheim, Germany
58 articles available online at http://www.salamandra-journal.com
All
Correspondence
mycosis may occur (see Walker et al. 2010), (iii) it inhab-
its mountain ranges climatically suitable to Bd (Rödder
et al. 2009) and where this fungus occurs (Sztatecsny &
Glaser 2011), and (iv) Bd-associated mass mortality has
been observed in the congeneric Salamandra salamandra
(Bosch & Martinez-Solano 2006).
We tested for Bd infection 310 Alpine salamanders liv-
ing at different altitudes in nine separated populations well
spaced over the species’ geographic range (Table 1, Fig. 2).
For sampling, we used sterile cotton swabs (Copan Italia
S.p.A., Brescia, Italy; Medical Wire & Equipment, Wilt-
shire, England) to swab ventral surfaces of body, hands
and feet of salamanders. To avoid that the same individu-
als would be tested twice, one site within a population was
only sampled once and specimens were released only after
Figure 1. Alpine salamander from the Hinterstein Valley, Bavari all specimens had been swabbed. Afterwards, swabs were
an Alps, Germany (not collected). Photo: U. Schulte frozen as quickly as possible upon return from the field trip
(Hyatt et al. 2007). For Bd screening, we used quantita-
tive real-time PCR (polymerase chain reaction) of the ITS-
1/5.8S ribosomal DNA region of Bd (Boyle et al. 2004)
with internal positive control (Hyatt et al. 2007). Bd data
ropean species and populations unaffected. Here, we re- has been made available to the global Bd mapping project
port the results of a study on Bd infection in the viviparous at http://www.bd-maps.net/maps/.
and entirely terrestrial Alpine salamander, Salamandra Bd was detected in none of our samples (Table 1), indi-
atra Laurenti, 1768 (Fig. 1). This caudate is endemic to the cating that none of the S. atra specimens sampled were in-
Alps and the Dinaric Alps (Griffiths 1996). fected. To obtain a Bayesian 95% credible interval for prev-
We suggest that there is reason for concern that this spe- alence, we used WinBUGS to estimate the posterior distri-
cies may be at risk of Bd infection because (i) it has a low bution of prevalence (Kéry 2010, see Appendix). Posterior
fecundity (Bielby et al. 2008, by implication), (ii) it occurs distributions were left-skewed towards zero and all 95%
under climatic conditions where outbreaks of chytridio- credible intervals included a prevalence of zero.
Table 1. Details of Alpine salamander and accompanying amphibian species sampling (see Fig. 2). Altitude in metres above sea level.
Country State, locality, Approximate Number Observed prevalence Date Additional species
altitudinal range coordinates of indi- (Bayesian 95% sampled (n)
viduals Credible Interval)
Austria Salzburg, Hagengebirge 13.1 E, 47.5 N 35 0% (0.00, 0.10) 7 July 2009
(Schlumsee), 490–1,200 m
Austria Salzburg, Krimmler Achental 12.19 E, 47.14 N 20 0% (0.00, 0.16) 14 June 2009
(NP Hohe Tauern),
1,622 m
Austria Steiermark, Wörschach 14.13 E, 47.60 N 8 0% (0.00, 0.35) 11-12 June 2009
(Totes Gebirge), 1,715 m
Austria Tirol, Imst (Lechtaler 10.6 E, 47.26 N 10 0% (0.00, 0.28) 30 July 2009
Alpen), 1,700–1,800 m
Austria Vorarlberg: Schoppenau 10.03 E, 47.31 N 8 0% (0.00, 0.35) 31 July 2009
(Bregenzer Wald),
915–1,000 m
Germany Bayern, Hintersteiner Tal 10.4 E, 47.4 N 120 0% (0.00, 0.03) 9-12 July 2009 Bufo bufo (13), Ichthyo
(Allgäu), 850–1,825 m saura alpestris (59)
Switzerland Nidwalden, near 8.38 E, 46.9 N 53 0% (0.00, 0.07) 24-25 July, Bufo bufo (2), Ichthyo
Wolfenschiessen, 10 August 2009 saura alpestris (3), Sala
550–1,705 m mandra salamandra (2)
Switzerland St. Gallen, Murgtal, 9.11 E, 47.03 N 41 0% (0.00, 0.09) 2 August 2009 Bufo bufo (1), Ichthyo
1,160–1,604 m saura alpestris (4)
Switzerland Glarus, near Braunwald, 8.98 E, 46.93 N 15 0% (0.00, 0.20) 8 August 2008
1,500 m
59
Correspondence
Figure 2. Distribution of the Alpine salamander (solid red line, taken from www.iucn.org) and populations sampled (red squares,
Table 1).
How can we explain the apparent absence of Bd infec- syntopic amphibian species (Table 1) for Bd and they all
tion in the Alpine salamander? We here discuss four pos- tested negative either.
sible explanations. (3) Another explanation could be that the risk of Bd in-
(1) The simplest explanation would be that we failed fection is minimized in this species as a result of its strict-
to detect Bd when it was in fact present. Given our sam- ly terrestrial life cycle. Under this assumption, the Alpine
ple sizes, we may have missed Bd in some localities (Di- salamander might be susceptible to Bd, but in practice does
Giacomo & Koepsell 1986, Marti & Koella 1993). The not, or rarely becomes, infected and/or has a low intraspe-
range of possible prevalences is given by the 95% credible cific transmission rate. Several studies of life history traits
intervals (Table 1). However, because all 95% credible in- and Bd susceptibility suggest that it is more likely to af-
tervals included zero and because total sample size was 310 fect species linked to permanent water bodies (Bielby et
(Table 1), our results suggest an absence or at least a very al. 2008, Bancroft et al. 2011). However, experimental in-
low prevalence of Bd in the populations studied (DiGia fection trials conducted on strictly terrestrial salamanders
como & Koepsell 1986, Marti & Koella 1993). Peyer clearly demonstrated susceptibility to both Bd infection
(2010) tested 52 museum specimens of S. atra for Bd and and clinical chytridiomycosis (Chinnadurai et al. 2009,
none tested positive (one specimen collected in 1972 gave Vasquez et al. 2009, Weinstein 2009). Moreover, a wealth
an equivocal result, but this also occurred in other species of studies have provided field records of Bd-infected terres-
that were tested by Peyer [2010]). Although it is clear that trial salamanders and anurans both in temperate and trop-
Bd may occur in very low prevalence in nature, our data ical zones (Bell et al. 2004, Cummer et al. 2005, Kolby et
support that Bd was most likely truly absent rather than al. 2009, Weinstein 2009, Becker & Harris 2010, Longo
not detected. & Burrowes 2010). Thus, a strictly terrestrial life history
(2) One might also argue that Bd was simply not present does not per se exclude or reduce the likelihood of infec-
in the general area of our tested salamander populations. tion by Bd.
This, however, seems unlikely, as Bd is known to occur at (4) We favour an alternative explanation. We suggest
high elevations and in cold climates (Seimon et al. 2007, that it is plausible that S. atra is resistant to Bd because of
Knapp et al. 2001, Muths et al. 2008) including the Swiss innate immunity caused by skin peptides or skin micro
and Austrian Alps (Peyer 2010, Sztatecsny & Glaser biota in the manner observed in a number of other am-
2011). We note, however, that at some localities we tested phibians (Woodhams et al. 2007a, b). This hypothesis
60
Correspondence
should be tested through experimental infection trials on tion in susceptibility of frog tadpoles to the pathogenic fungus
S. atra involving infection of salamanders under natural Batrachochytrium dendrobatidis. – Conservation Biology, 19:
environmental conditions with and without suppressed 1460–1468.
immune function. In principle, a species that is immune Bosch, J. & I. Martinez-Solano (2006): Chytrid fungus infec-
because of skin peptides or microbiota should become sus- tion related to unusual mortalities of Salamandra salamandra
ceptible by a combination of disinfection using antimicro- and Bufo bufo in the Penalara Natural Park, Spain. – Oryx, 40:
bials and mechanical or chemical depletion of skin peptide 84–89.
reservoirs. Additionally, it could be studied in vitro wheth- Boyle, D. G., D. B. Boyle, V. Olsen, J. A. T. Morgan & A. D.
er the salamander’s skin peptides and bacteria inhibit the Hyatt (2004): Rapid quantitative detection of chytridiomy-
growth of Bd. If such anti-Bd properties were found, they cosis (Batrachochytrium dendrobatidis) in amphibian samples
using real-time Taqman PCR assay. – Diseases of Aquatic Or-
might be used as part of a strategy to mitigate the effects of ganisms, 60: 141–148.
Bd on wild amphibians (Woodhams et al. 2011).
Chinnadurai, S. K., D, Cooper, D. S. Dombrowski, M. F.
Poore & M. G. Levy (2009): Experimental infection of native
North Carolina salamanders with Batrachochytrium dendro
Acknowledgements batidis. – Journal of Wildlife Diseases, 45: 631–636.
Cummer, M. R., D. E. Green & E. M. O’Neill (2005): Aquatic
Funding was obtained from the Hans-Schiemenz-Fonds of the chytrid pathogen detected in terrestrial plethodontid sala-
DGHT (to BRS, DR, MS) and Stiftung Artenschutz (to BRS). Per- mander. – Herpetological Review, 36: 248–249.
mits to conduct fieldwork were kindly issued by the provincial
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Lötters, S., D. Rödder, J. Bielby, J. Bosch, T.W.J. Garner, J. Kielgast. S. Schmidtlein, M. Veith, S.
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Biology, 6: http://biology.plosjournals.org/perlserv/?request=read-response&doi=10.1371/journal.pbio.0060118
Responses To This Article
The Challenge of Conserving Amphibian Megadiversity in Madagascar
Andreone F, Carpenter AI, Cox N, du Preez L, Freeman K, et al. PLoS Biology Vol. 6, No. 5, e118
doi:10.1371/journal.pbio.0060118
• Meeting the challenge of conserving Madagascar's megadiverse amphibians: addition of a risk-
assessment for the chytrid fungus
Stefan Lotters, Dennis Rodder1, Jon Bielby2, Jaime Bosch3, Trenton J.W. Garner2, Jos
Kielgast1,2, Sebastian Schmidtlein4, Michael Veith1, Susan Walker5, Che Weldon6, David M.
Aanensen5, Matthew C. Fisher5 (04 July 2008)
Meeting the challenge of conserving Madagascar's megadiverse amphibians: addition of a risk-
assessment for the chytrid fungus
Stefan Lotters
Researcher and lecturer
Biogeography Department, Trier University
E-mail
Additional Authors: Dennis Rodder1, Jon Bielby2, Jaime Bosch3, Trenton J.W. Garner2, Jos Kielgast1,2, Sebastian
Schmidtlein4, Michael Veith1, Susan Walker5, Che Weldon6, David M. Aanensen5, Matthew C. Fisher5
Competing Interests: None
Submitted Date: June 18, 2008
Published: July 04, 2008
Andreone et al. [1] highlighted the need for pro-active conservation action to prevent Madagascar's
megadiverse amphibian fauna from loss. The threat of extinction to it is twofold; habitat loss and
emerging infectious disease. Of these, the latter presents the least-quantified threat. The amphibian
chytrid fungus, Batrachochytrium dendrobatidis (Bd) is a globally emerging pathogen that is known to
cause extinction of naïve species even in protected areas (2). In this case 'classical' conservation tools
are insufficient (3). Bd has not yet been detected in Madagascar (4). However, its introduction there is
possible via the international amphibian trade (5) and Bd's arrival in Madagascar is predicted to have a
catastrophic effect; endemics are susceptible to Bd infection (6). Our response to this threat should
address in situ and ex situ measures, such as prophylactic conservation breeding, according to the
IUCN Amphibian Conservation Action Plan [1,5]. Only a few Madagascan species are currently in
captive breeding programs [6], compared to the more than 400 amphibian species known [7]. This
demonstrates the necessity of identifying which amphibians are most threatened by Bd when
prioritizing species for conservation breeding (http://zims.isis.org/aark/). In order to assess the level
of threat that the introduction of Bd poses to Madagascar's amphibians, we ran a risk-assessment with
Maxent 3.1.2 ('excellent' results, AUC25% 0.969) [8], based on 'bioclimate' (annual mean, maximum
of warmest and minimum of coldest month temperature; annual, wettest and driest month
precipitation; http://worldclim.org) and 365 globally distributed Bd presence points
(http://www.spatialepidemiology.net/bd/). Results
(http://www.spatialepidemiology.net/bd/supplemental/) revealed that there is a high risk of Bd
spreading post-introduction over a major portion of Madagascar and areas most suitable for Bd largely
overlap with both areas of highest amphibian species richness [9] and those identified as in situ
conservation priorities for amphibians [10]. As no meaningful in situ conservation action is available for
the emergence of Bd, captive breeding remains the best short-term option for ensuring the survival of
Madagascar’s amphibians.
Author Affiliations
1 Dpt. Biogeography, Trier University, Trier, Germany. 2 Institute of Zoology, London, UK. 3 Museo
Nacional de Ciencias Naturales, Madrid, Spain. 4 Dpt. Geography, Bonn University, Bonn, Germany. 5
Dpt. Infectious Disease Epidemiology, Imperial College London, UK. 6 Potchefstroom University, South
Africa
References
1. Andreone F, Carpenter AI, Cox N, et al. (2008) The challenge of conserving amphibian
megadiversity in Madagascar. PLoS Biology Vol. 6, No. 5, e118 doi:10.1371/journal.pbio.0060118.
2. Skerrat LF, Berger L, Speare R, et al. (2007) Spread of chytridiomycosis has caused the rapid global
decline and extinction of frogs. EcoHealth 4: 125-134.
3. Fisher MC, Garner TWJ (2007) The relationship between the emergence of Batrachochytrium
dendrobatidis, the international trade in amphibians and introduced amphibian species. Fungal Biology
Reviews 21: 2-9.
4. Oevermann A, Schildger B, Feldman S, Robert N (2005) Chytridiomykose bei Tomatenfroschen
(Dyscophus antongilii) in der Schweiz. Tierarztliche Umschau 60, 211-217.
5. Mendelson J, Lips KR, Gagliardo RW, et al. (2006) Confronting amphibian declines. Science 313: 48.
6. L0tters S (2008) Afrotropical amphibians in zoos and aquariums: will they be on the ark?
International Zoo Yearbook 42, 136-142.
7. Glaw F, Vences M (2007) A field guide to the amphibians and reptiles of Madagascar. 3rd edition.
Cologne: Vences & Glaw Publishers.
8. Phillips SJ, Anderson RP, Shapire RE (2006) Maximum entropy modeling of species geographic
distributions. Ecological Modelling 190: 231-259.
9. Andreone F, Cadle JE, Cox N, et al. (2005) Species review of amphibian extinction risk in
Madagascar: conclusions from the Global Amphibian Assessment. Conservation Biology 19, 1790-1802.
10. Kremen C, Cameroon A, Moilanen A, et al. (2008) Aligning conservation priorities across taxa in
Madagascar with high-resolution planning tools. Science 320, 222-226.
Supplementary material from
http://www.spatialepidemiology.net/bd/supplemental/
"Meeting the challenge of conserving Madagascar's megadiverse amphibians: addition of a risk-
assessment for the chytrid fungus"
by
Stefan Lotters1, Dennis Rodder1, Jon Bielby2, Jaime Bosch3, Trenton J.W. Garner2, Jos Kielgast1,2,
Sebastian Schmidtlein4, Michael Veith1, Susan Walker5, Che Weldon6, David A. Aanensen5, Matthew
C. Fisher5
1 Dpt. Biogeography, Trier University, Trier, Germany. 2 Institute of Zoology, London, UK. 3 Museo
Nacional de Ciencias Naturales, Madrid, Spain. 4 Dpt.. Geography, Bonn University, Bonn, Germany. 5
Dpt. Infectious Disease Epidemiology, Imperial College London, UK. 6 Potchefstroom University, South
Africa
submitted to PLoS Biology as an addition to
Andreone F, Carpenter AI, Cox N, et al. (2008) The challenge of conserving amphibian megadiversity
in Madagascar. PLoS Biology Vol. 6, No. 5, e118 doi:10.1371/journal.pbio.0060118.
Figure and figure legend: Risk-assessment for Bd in Madagascar with higher Maxent values suggesting
higher Bd risk [reference 8]. Both (A) amphibian species richness (from lighter to darker stippling are
shown > 18, > 36 > 63 species per grid cell of 0.1°, respectively [reference 9]) and (B) amphibian top
10 % conservation priority areas (hatched [reference 10]) largely overlap with high Bd risk.
Preprint, 2010 DISEASES OF AQUATIC ORGANISMS
Published online April 7, 2010
doi: 10.3354/dao02197 Dis Aquat Org
Contribution to DAO Special 4 ‘Chytridiomycosis: an emerging disease’
Future potential distribution of the emerging
amphibian chytrid fungus under
anthropogenic climate change
Dennis Rödder1, 2, Jos Kielgast3,*, Stefan Lötters2
1
Zoologisches Forschungsmuseum Alexander Koenig, Adenauerallee 160, 53113 Bonn, Germany
2
Department of Biogeography, Trier University, Am Wissenschaftspark 25-27, 54296 Trier, Germany
3
Natural History Museum of Denmark, Zoological Museum, Universitetsparken 15, 2100 Copenhagen, Denmark
ABSTRACT: Anthropogenic climate change poses a major threat to global biodiversity with a poten-
tial to alter biological interactions at all spatial scales. Amphibians are the most threatened verte-
brates and have been subject to increasing conservation attention over the past decade. A particular
concern is the pandemic emergence of the parasitic chytrid fungus Batrachochytrium dendrobatidis,
which has been identified as the cause of extremely rapid large-scale declines and species extinc-
tions. Experimental and observational studies have demonstrated that the host –pathogen system is
strongly influenced by climatic parameters and thereby potentially affected by climate change.
Herein we project a species distribution model of the pathogen onto future climatic scenarios gener-
ated by the IPCC to examine their potential implications on the pandemic. Results suggest that pre-
dicted anthropogenic climate change may reduce the geographic range of B. dendrobatidis and its
potential influence on amphibian biodiversity.
KEY WORDS: Amphibia · Anthropogenic future climate change · Batrachochytrium dendrobatidis ·
Bioclimate · Chytridiomycosis · Global warming · Maxent · Species distribution model
Resale or republication not permitted without written consent of the publisher
INTRODUCTION ian species across the globe (Skerratt et al. 2007, Stu-
art et al. 2008). It has been shown that susceptibility
Increasing anthropogenic activity is causing envi- to Bd is widely distributed among the Amphibia, both
ronmental change and severely degrading global bio- geographically and taxonomically (Bielby et al. 2008).
diversity. It has been suggested that we are currently Although some evidence is controversial (Rohr et al.
witnessing the onset of a sixth mass extinction (Wake 2008), there is general consensus that the host –
& Vredenburg 2008). Amphibians are among the pathogen system is strongly influenced by climatic
most dramatically affected organisms, with about parameters (Woodhams & Alford 2005, Pounds et al.
one-third of the approximately 6500 described spe- 2006, Rachowicz et al. 2006, Alford et al. 2007, Bosch
cies threatened with extinction under the IUCN Red et al. 2007, Kriger & Hero 2007, Kriger et al. 2007,
List of Threatened Species (Gascon et al. 2007, Stuart Andre et al. 2008, Laurance 2008, Lips et al. 2008,
et al. 2008). The emerging infectious disease chytrid- Pounds & Coloma 2008, Rödder et al. 2008, Kielgast
iomycosis, caused by the chytrid fungus Batra- et al. 2009). Furthermore, Bd’s thermal tolerance and
chochytrium dendrobatidis (Bd), has been given par- growth rate, determined in laboratory studies
ticular attention (Mendelson et al. 2006, Lips et al. (Piotrowski et al. 2004), are well reflected in preva-
2008). The pandemic spread of this pathogen (from a lence and intensity of Bd infection in the wild (Kriger
yet unknown source) is suggested to be the proxi- & Hero 2007, Kriger et al. 2007, Rödder et al. 2008,
mate cause of rapid decline and extinction of amphib- Kielgast et al. 2009).
*Corresponding author. Email: jkielgast@snm.ku.dk © Inter-Research 2010 · www.int-res.com
2 Dis Aquat Org: Preprint, 2010
Species distribution models (SDMs) are a widely used Maxent has been developed within the machine
tool in contemporary data-driven conservation biology learning community and implements an algorithm for
(Araújo et al. 2004, Kremen et al. 2008) and can be suc- making predictions and inferences from incomplete
cessfully applied to predict potential distributions of information. This algorithm estimates geographic dis-
diseases (e.g. Levine et al. 2007, Lafferty 2009). In tributions of species from environmental conditions as
SDMs, predictions of a species’ potential distribution observed from species records and random back-
can be made using GIS technology and environmental ground data by finding the maximum entropy distribu-
parameters such as climate, characterizing the species’ tion (Phillips et al. 2006, Phillips & Dudík 2008). In the
niche. The SDM result is a map indicating the environ- present study, the logistic output format was chosen,
mental (e.g. climatic) suitability at given sites for the which produces continuous, linear scaled maps rang-
target species. In order to uncover Bd’s invasive geo- ing from 0 (unsuitable) to 1 (optimal) showing the
graphic potential including uninfected regions, some potential distribution of the target species. This
authors have already successfully applied SDMs on Bd method allows for more fine-scale distinction of the
using climatic predictors (Ron 2005, Lötters et al. 2008, potential distributions than what can be achieved with
Puschendorf et al. 2009, Rödder et al. 2009a). However, similar methods such as GARP (genetic algorithm for
predictions on future scenarios for the panzootic includ- rule-set production) models (Phillips et al. 2006).
ing anthropogenic climate change are lacking. We sug- Also, in numerous comparative studies, Maxent has
gest that such an approach is intriguing and relevant, achieved better results than other presence-only meth-
as alteration of species distributions related to climate ods (Elith et al. 2006, Hernandez et al. 2006). It has
change is expected to happen on a large scale over the been suggested that ensemble model predictions may
next decades (Parmesan 2006). Additionally, the partic- enhance the reliability and robustness of SDM results
ular impact of future anthropogenic climate change on (Araújo & New 2007). Therefore, 100 models were
Bd spread and chytridiomycosis epizootics has already computed and subsequently integrated into a map
been advocated by multiple authors (e.g. Pounds et al. indicating the average Maxent value per grid cell.
2006, 2007, Alford et al. 2007, Bosch et al. 2007, Lau- As environmental predictors, 6 bioclimate variables
rance 2008, Pounds & Coloma 2008). In the present were used: annual mean temperature, maximum tem-
study, we develop an SDM to characterize Bd’s climate perature of the warmest month, minimum temperature
niche and project it onto currently expected anthro- of the coldest month, annual precipitation, precipita-
pogenic future climate change scenarios. tion of the wettest month and precipitation of the driest
month (Hijmans et al. 2005a, www.worldclim.org).
Laboratory studies (Piotrowski et al. 2004, Woodhams
MATERIALS AND METHODS et al. 2008), field studies (Kriger & Hero 2007, Kriger et
al. 2007, Rödder et al. 2008, Kielgast et al. 2009) and
We ran a Bd SDM (Fig. 1A) using Maxent 3.3.1 previous attempts to map Bd’s potential distribution at
(Phillips et al. 2006, Phillips & Dudík 2008; www.cs. a local scale (Lötters et al. 2008, Puschendorf et al.
princeton.edu/~schapire/maxent), in the manner of 2009) have shown that these parameters are physiolog-
Rödder et al. (2009a). It was based on 365 globally ically relevant for this pathogen and correlated with Bd
distributed Bd records taken from www.spatialepide prevalence and infection rates.
miology.net/bd-maps; species records posted on this Ideally, the area from which random background
webpage were compiled from numerous scientific data is obtained for model building reflects those
publications (cited on the webpage). Bd surveys were regions accessible to the target species, since areas
not conducted randomly over the world (Fig. 1A), leav- with climate conditions not analogous to those repre-
ing the possibility of a sample selection bias violating sented by background data may lead to uncertainties
SDM assumptions (Phillips 2008). Therefore, 19 bio- in model predictions (Phillips 2008). To account for
clim values (Nix 1986, Busby 1991) provided by World- this, background samples were restricted to areas from
clim (Hijmans et al. 2005a) records were extracted which Bd was detected in the wild. Maxent automati-
from Bd records and a cluster analysis based on Euclid- cally allows an identification of the degree of uncer-
ean distances was performed. Resulting classes were tainty when projecting models (clamping), which was
blunted at a threshold of 200 classes, and only one ran- removed from our Bd SDM.
domly chosen record per class was used for further Model validation was performed by using the area
processing. This method reduces the amount of dupli- under the curve (AUC), referring to the receiver oper-
cate information in the feature space and thereby the ating characteristic (ROC) curve, a threshold-indepen-
impact of samples clumped in geographic space dent index widely used in ecological modelling (e.g.
(Rödder et al. 2009a). All calculations were performed Manel et al. 2001, Elith et al. 2006). Two tests were per-
with XLSTAT 2008 (Addinsoft, www.xlstat.com). formed: (1) the model’s ability to distinguish between
Rödder et al.: Amphibian chytrid fungus under climate change 3
Fig. 1. (A) Potential distribution of Batrachochytrium dendrobatidis (Bd) under current climatic conditions based on a Maxent
species distribution model (SDM) and Bd presence localities used for SDM building (red dots), with warmer Maxent colour indi-
cating higher suitability to the fungus. (B) Change in the potential distribution of Bd under future climatic scenarios (i.e. the year
2080) relative to current conditions based on mean values per grid cell of the A2a family when projected onto the CCCMA,
CSIRO and HADCM3 models. (C) Change computed with the mean predictions of the climate change models assuming B2a con-
ditions (for particular 2080 SDMs each for CCCMA, CSIRO and HADCM3 see Figs. S2 & S3 in the supplement, available at
www.int-res.com/articles/suppl/dao02197_app.pdf)
Bd records and randomly chosen background points culates the mean minimum training presence and the
(referred to as AUCtraining) and (2) its ability to predict a mean lowest 10th percentile training presences at each
subset of records, setting aside 25% randomly chosen run; values greater than these may be interpreted as
Bd records as test points and using the remaining ones reasonable approximation of a species’ potential distri-
as training points (referred to as AUCtest). Maxent cal- bution. Nevertheless, the higher a Maxent value the
4 Dis Aquat Org: Preprint, 2010
better the climatic suitability for the modelled species Rödder et al. 2009a), the areas of highest suitability to
(Phillips et al. 2006, Phillips & Dudík 2008). For quanti- the pathogen have a patchy distribution (Fig. 1A). In
tative comparisons between current-day and future the tropics, Bd is largely associated with higher alti-
scenarios, we counted the number of SDM grid cells of tudes including the Mexican Meseta, the Andean mas-
different Maxent values with DIVA-GIS 5.4 (Hijmans sif, Pantepui and the Mata Atlantica in the Neotropics,
et al. 2005b). the Cameroon Mountains, Ethiopian highlands and
For future projections, we used anthropogenic future higher portions of the Rift Valley and eastern Mada-
climate change scenarios for the year 2080 based the gascar in the Aethiopis, and the Sumatran and New
CCCMA, CSIRO and HADCM3 models (Flato et al. Guinean highlands in the Orientalis. Towards the
2000, Gordon et al. 2000) and the emissions scenarios poles, in the Northern Hemisphere the highest suit-
reported in the IPCC Special Report on Emissions Sce- ability for Bd occurs over almost all of western Europe,
narios (SRES) (IPCC 2000). A set of different families of the southern Himalayan slopes and adjacent areas in
emission scenarios was formulated based on future China to the east, while in the Southern Hemisphere,
production of greenhouse gases and aerosol precursor large portions of southern South America and south-
emissions by the IPCC, which distinctly address demo- eastern Africa as well as New Zealand and southern
graphic, politico-economic, social and technological and southeastern Australia are most suitable for Bd.
developmental aspects of climate change. The SRES Many of these regions coincide with hotspots of
families A2a and B2a were used in the present study. amphibian species richness and endemism expected to
Each family described one possible demographic, be susceptible to Bd infection (Bielby et al. 2008, Röd-
politico-economic, social and technological future. B2a der et al. 2009a).
emphasizes more environmentally conscious, region- The projected Maxent SDMs in Fig. 1B,C show the
alized solutions to economic, social and environmental potential distribution of Bd as expected for 2080. Since
sustainability. Compared to B2a, scenarios of the A2a our SDM projections onto the CCCMA, CSIRO and
family also emphasize regionalized solutions to eco- HADCM3 scenarios merely revealed minor differ-
nomic and social development, but it is less environ- ences, only mean values are given in Fig. 1B,C (for par-
mentally conscious. Data sets were also obtained via ticular A2a and B2a SDM maps of each scenario see
WorldClim (www.worldclim.org) and the current-day Figs. S2 & S3 in the supplement). Both maps are
Bd SDM was projected onto these data sets in order to largely similar, identifying the following as the most
assess the future potential distribution of Bd. suitable regions for Bd (in terms of highest Maxent val-
ues): the Mexican Meseta, the Andean region, western
Europe, part of the East African Rift Valley, China’s
RESULTS AND DISCUSSION Yunnan Province, part of New Guinea, the southern
edges of South America, Africa and Australia, and
The conducted Bd model received ‘good’ to ‘excel- New Zealand. Large portions of North America, west-
lent’ AUC values following previously given defini- ern Europe, southern Asia and the southernmost re-
tions (Swets 1988), suggesting a high quality of our gions of the Southern Hemisphere are also within the
SDM output (mean AUCtraining = 0.937; mean AUCtest = potential distribution of the amphibian chytrid fungus,
0.910). Analysis of the relative contribution of each but at a lower level of suitability. The tropics are least
variable to the 100 models revealed that annual mean suitable for Bd, with the exception of highland regions.
temperature had the highest explanatory power (28.7 Compared to the SDM based on current climate
to 53.5%, mean ± SD = 44.29 ± 4.79%), followed by (Fig. 1A), regions suitable for Bd in the future largely
maximum temperature of the warmest month (13.70 to remain suitable, except for most of the tropical low-
36.10%, mean ± SD = 23.15 ± 4.31%). Mean contribu- lands (e.g. Amazon and Congo River basins). It is note-
tions of the other variables were below 10%. Model- worthy that climatic suitability for Bd in terms of Max-
based uncertainties in future predictions in terms of ent values per grid cell decreases under anthropogenic
standard deviations of Maxent values per grid cell future climate change scenarios with the A2a family
were comparatively low (Fig. S1 in the supplement, (i.e. less environmentally conscious) (Fig. 2). This is
available at www.int-res.com/articles/suppl/dao02197_ particularly applicable to tropical and subtropical
app.pdf). The mean minimum training presence was regions, for example, the Mexican Meseta, the north-
0.05 (0.01 to 0.18, SD = 0.03) and the mean lowest 10th ern Andes, the southeastern coastal region of South
percentile training presence was 0.28 (0.21 to 0.35, America, Africa (southwest and Rift Valley highlands),
SD = 0.03). Madagascar, southern Asia and Australia (Fig. 1B,C).
As pointed out in previous studies aiming to model There are 3 possible alternatives to how species
Bd’s potential distribution based on current climate ranges may respond to climate change when niche
(Ron 2005, Lötters et al. 2008, Puschendorf et al. 2009, conservatism is expected: they may (1) increase, (2)
Rödder et al.: Amphibian chytrid fungus under climate change 5
et al. 2006, Seimon et al. 2007) and may also hold truth
for others. SDM future projections also indicate that in
temperate regions, Bd suitability, as a general trend
compared to today, will decrease. However, especially
in the Northern Hemisphere (e.g. northern North
America and western Europe), this is contrasted by
an increase in area highly suitable for the fungus
(Fig. 1B,C). This does not compensate for the general
area decrease, however (Fig. 2).
Even if climatic suitability for Bd decreases with
anthropogenic future climate change, this does not
mean per se that the risk for amphibian species to be
affected by chytridiomycosis will respond correspond-
ingly. This central question remains unstudied, as it is
still unclear what exact mechanisms trigger clinical
chytridiomycosis (Fisher et al. 2009). However, the
development in the distribution of chytridiomycosis
may very well have a trend parallel to that of the pre-
Fig. 2. Potential distribution area size of Batrachochytrium dicted optimal conditions for Bd. Under the current cli-
dendrobatidis (Bd) distribution in terms of number of 2.5 min mate, Rödder et al. (2009a) assessed the extinction risk
grid cells and Maxent value classes derived from species for more than 3500 species of anuran amphibians by
distribution models under current climatic conditions and combining their expected susceptibility to Bd and Bd
future anthropogenic climate change families A2a and B2a
(Fig. 1). For A2a and B2a, the mean and range (error bars) probability within species ranges. However, (potential)
are shown from projections onto the CCCMA, CSIRO and geographic ranges of most of these species under
HADCM3 models anthropogenic future climate change cannot currently
be predicted. For successful model building, detailed
decrease or (3) geographically shift in (potential) distri- information on species’ natural history is pivotal (Röd-
bution (Parmesan & Yohe 2003, Parmesan 2006). All 3 der et al. 2009b,c), and such information is unavailable
responses occur in the conducted SDM for the future for the bulk of the global amphibian taxa. Only when
potential distribution of Bd, with geographical range knowledge on species-specific responses to particular
shift being predicted as the most common mode of climate variables is accessible (as for Bd; Woodhams &
change, i.e. towards higher latitudes and altitudes. Alford 2005, Pounds et al. 2006, Rachowicz et al. 2006,
Lafferty (2009) emphasized that, as all species, in- Kriger et al. 2007, Lips et al. 2008, Rödder et al. 2008,
fectious diseases have upper and lower limits of their Kielgast et al. 2009) can reliable future SDM projec-
temperature tolerance. This may be expected to lead tions be made (Rödder & Lötters 2009, Rödder et al.
to shifts in their (potential) distributions if climate 2009b).
changes. The thermal limit of Bd is reached at 28°C,
where growth is inhibited, whereas prolonged periods Acknowledgements. We are grateful to J. Bielby, J. Bosch, M.
above 30°C are lethal (Piotrowski et al. 2004). Further- Fisher, T. Garner, S. Schmidtlein, M. Veith and S. Walker for
more, clinical studies have shown that transmission collaboration and fruitful discussion. Additionally, we thank
A. Cunningham and anonymous reviewers for many helpful
efficiency is likely to decrease with a rise in tempera-
comments. D.R. thanks the Graduiertenförderung des Landes
ture, as this reduces both the fecundity per fungal spo- Nordrhein-Westfalen (Bonn University).
rangium and the period that zoospores are infectious
(Woodhams et al. 2008). Currently, many tropical low- LITERATURE CITED
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Diversity 2009, 1, 52-66; doi:10.3390/d1010052
OPEN ACCESS
diversity
ISSN 1424-2818
www.mdpi.com/journal/diversity
Article
Global Amphibian Extinction Risk Assessment for the Panzootic
Chytrid Fungus
Dennis Rödder 1,2,*, Jos Kielgast 1,3, Jon Bielby 4,5, Sebastian Schmidtlein 6, Jaime Bosch 7,
Trenton W.J. Garner 4, Michael Veith 1, Susan Walker 8, Matthew C. Fisher 8 and
Stefan Lötters 1
1
Department of Biogeography, Trier University, Am Wissenschaftspark 25-27, D-54296 Trier,
Germany; E-Mails: joskielgast@hotmail.com (J.K.); veith@uni-trier.de (M.V.);
loetters@uni-trier.de (S.L.)
2
Zoologisches Forschungsmuseum Alexander Koenig, Adenauerallee 160, D-53113 Bonn, Germany
3
Department of Biology, Copenhagen University, Universitetsparken 15, DK-2100 Copenhagen,
Denmark
4
Institute of Zoology, Zoological Society of London, Regent's Park, London, NW1 4RY, UK;
E-Mails: bielby04@imperial.ac.uk (J.B.); trent.garner@ioz.ac.uk (T.W.J.G.)
5
Department of Biology, Imperial College London, Silwood Park Campus, Ascot Berkshire SL5
7PY, UK
6
Department of Geography, Bonn University, Meckenheimer Allee 166, D-53115 Bonn, Germany;
E-Mail: s.schmidtlein@uni-bonn.de (S.S.)
7
Museo Nacional de Ciencias Naturales, Calle José Gutiérrez Abascal 2, E-28006 Madrid, Spain;
E-Mail: bosch@mncn.csic.es (J.B.)
8
Department of Infectious Disease Epidemiology, Imperial College London, Silwood Park Campus,
Ascot Berkshire SL5 7PY, UK; E-Mails: susan.walker@imperial.ac.uk (S.W.);
matthew.fisher@imperial.ac.uk (M.C.F.)
* Author to whom correspondence should be addressed; E-Mail: roedder@uni-trier.de;
Tel.: +49-651-201-4617; Fax: +49-651-201-3851.
Received: 30 July 2009 / Accepted: 7 September 2009 / Published: 11 September 2009
Abstract: Species are being lost at increasing rates due to anthropogenic effects, leading to
the recognition that we are witnessing the onset of a sixth mass extinction. Emerging
infectious disease has been shown to increase species loss and any attempts to reduce
extinction rates need to squarely confront this challenge. Here, we develop a procedure for
identifying amphibian species that are most at risk from the effects of chytridiomycosis by
Diversity 2009, 1 53
combining spatial analyses of key host life-history variables with the pathogen's predicted
distribution. We apply our rule set to the known global diversity of amphibians in order to
prioritize species that are most at risk of loss from disease emergence. This risk assessment
shows where limited conservation funds are best deployed in order to prevent further loss
of species by enabling ex situ amphibian salvage operations and focusing any potential
disease mitigation projects.
Keywords: amphibians; Batrachochytrium dendrobatidis; chytridiomycosis; Maxent;
Species Distribution Model
1. Introduction
The IUCN Red List of Threatened Species reports one third of the about 6,500 extant amphibian
species as threatened with extinction [1, for species list see ESI1]. Chytridiomycosis, a disease caused
by the amphibian chytrid fungus, Batrachochytrium dendrobatidis (Bd), plays a decisive role in this
global biodiversity crisis [1-6] by driving rapid declines and species extinctions in pristine protected
areas. The balance of evidence shows that Bd is spreading globally and, in response, this pathogen has
been included as a notifiable disease in the Aquatic Animal Health Code of the World Organization for
Animal Health (OIE) (Article 2.4.1.2; www.oie.int/fr/normes/fcode/fr_index.htm; latest access
8 July 2009).
An IUCN 'Amphibian Conservation Action Plan' has been developed [3,4] with its goal being the
prevention of further loss of global amphibian biodiversity. This plan states that short-term ex situ
breeding is the primary available conservation strategy for species under immediate threat from Bd to
prevent further dramatic amphibian species loss owing to this panzootic. Antifungal bacteria reducing
susceptibility of amphibians to Bd in nature may provide an additional solution to solve the amphibian
crisis [7]. Beyond this, any attempt to limit further spread of the pathogen requires intimate knowledge
of the current distribution of Bd and identification of areas and amphibian species assemblages not
currently affected by chytridiomycosis. There is a pressing need for tools to prioritize candidate
species for targeted population monitoring, ex situ breeding as well as other treatments, to identify
critical areas for the implementation of measures to limit the spread of the pathogen and, when
possible, target disease mitigation.
Infection by Bd is expected to be particularly sensitive to environmental influences because the
pathogen exclusively occurs in ectothermic hosts which are physiologically affected by ambient
conditions [8]. Furthermore, the pathogen is known to be particularly temperature and moisture
dependent [e.g., 9,10]. The in vitro growth optimum of Bd is at 17–25 °C, whereas temperatures higher
than 29 °C, freezing and desiccation are lethal [11], findings that are supported by observations in the
field [12-16]. Hence, the geographic extent of Bd's climatic niche can be readily assessed by Species
Distribution Models (SDMs). These models give a prediction of potential distributions of species
derived from their associated environmental parameters. In the case of pathogens, such models can
provide predictions on impending epizootics in uninfected regions [e.g., 17,18].
Diversity 2009, 1 54
Herein we undertake a worldwide risk assessment for the potential impact of Bd with the goal to
identify amphibian species that are most at risk of future declines as a result of Bd invasion and
infection. We did so by combining known amphibian species ranges with a prediction of the
distribution of Bd based on a SDM integrated with the biological characteristics of host susceptibility.
2. Material and Methods
2.1. Prediction of Bd Distribution
Climate information for Bd SDM building was obtained from Worldclim, version 1.4 [19], which is
based on weather conditions recorded between 1950 and 2000 at spatial resolution of about 1 × 1 km².
It was created by interpolation using a thin-plate smoothing spline of observed climate at weather
stations using latitude, longitude and elevation as independent variables [20]. The climate data set was
obtained from the DIVA-GIS homepage (www.diva-gis.org; downloaded 15 May 2007), i.e., 36
monthly mean variables (each minimum and maximum temperature and precipitation, respectively).
Based on these we calculated six 'bioclimate' variables for further processing with DIVA-GIS 5.4 [21]:
'annual mean temperature', 'maximum temperature of the warmest month', 'minimum temperature of
the coldest month', 'annual precipitation', 'precipitation of the wettest month' and 'precipitation of the
driest month'. Since it can be expected that Bd zoospores are able to survive in unfrozen microhabitat,
water or on hosts during winter air freezing [11], subzero values in the 'minimum temperature of the
coldest month' grids were pooled and set to 0 °C. More 'bioclimate' variables than the six used here can
be obtained from Worldclim. However, to avoid model 'overfitting' [22] and multicollinearity of
predictors, we restricted our study to the six 'bioclimate' variables mentioned which can be considered
as biologically relevant parameters to Bd [10,11,14,16]. Also, these variables have been suggested to
perform well in SDMs [23-25] including those for Bd [26]. We obtained 365 globally scattered Bd
records (latitude/longitude) from www.spatialepidemiology.net/bd/ (accessed 15 August 2008).
Records posted on this webpage were compiled from numerous scientific publications (a detailed list
of references is also posted). Bd records were not randomly distributed over the world (Figure 1A),
leaving the problem of possible sample selection bias which may violate SDM assumptions [27]. To
account for this, we extracted all 'bioclimatic' values at Bd records and performed a cluster analysis
based on Euclidean distances, whereby resulting classes were blunted at a threshold leaving 200
classes. Only one record per class was used for further processing. This method reduces the amount of
duplicate information in the feature space and thereby the impact of samples clumped in geographic
space. Calculations were performed with XLSTAT 2008 (Addinsoft, www.xlstat.com; downloaded
1 July 2007).
GARP was used in an earlier model focusing on Bd's potential distribution in the New World [28].
However, advances in SDM methodology [29] and current availability of Bd presence records enable
modelling at a much finer spatial scale. Herein, Maxent 3.3.1 (www.cs.princeton.edu/~shapire/maxent;
downloaded 25 May 2009) was used for Bd SDM calculation and mapping [30,31]. Maxent has been
developed within the machine learning community and implements a general purpose algorithm for
making predictions and inferences from incomplete information. The Maxent algorithm estimates
Diversity 2009, 1 55
geographic distributions of species from locality point data and random background data by finding the
maximum entropy distribution [30]. Ideally, the area from which background data is obtained reflects
those regions accessible to the target species [32]. Therefore, we restricted the background samples to
areas from which Bd was detected in the wild. Areas with climate conditions not analogous to those
represented by background data may lead to uncertainties in model predictions. Maxent automatically
allows an identification of the degree of uncertainty when projecting models ('clamping'). In our SDM,
the degree of 'clamping' was removed from the model prediction using the 'fade by clamping' option.
In numerous comparative studies, Maxent has achieved better results than other presence only methods
[summarized by 29,33].
It has been suggested that ensemble model predictions may enhance the reliability and robustness of
SDM results [34]. Therefore, we computed 100 models each trained with randomly chosen 75% of the
200 records for model training and subsequently integrated all results into a map indicating the average
Maxent value per grid cell. The remaining 25% of the records were used for model evaluation through
calculation of the Area Under the Curve (AUC) in Receiver Operating Characteristic curves [35], a
threshold-independent index widely used in ecological modelling [35,36]. In ROCs, the sensitivity
values, the true-positive fraction against 1-specificity and the false positive fraction for all available
probability thresholds are plotted [36,37]. AUC values may range from 0.5 (random accuracy) to 1.0
(perfect discrimination). We received 'good' to 'excellent', following previously given definitions [37],
AUC values, suggesting a high quality of our SDM output: mean AUCtraining data = 0.937; mean
AUCtest data = 0.910 (Figure 1A). Maxent allows to trace the relative contribution of each variable to the
model. Herein, the 'annual mean temperature' had the highest explanatory power, followed by the
'maximum temperature of the warmest month' (Figure 1B). This pattern was consistent in
all 100 models computed.
Figure 1. Variation of AUCtraining and AUCtest (A), and variable contribution (B), minimum
and 10 percentile training presence (C) in 100 Maxent models. Abbreviations are:
Bio1 = 'annual mean temperature'; Bio5 = 'maximum temperature of the warmest month';
Bio6 = 'minimum temperature of the coldest month'; Bio12 = 'mean annual precipitation';
Bio13 = 'maximum precipitation of the wettest month'; Bio14 = 'minimum precipitation of
the driest month'. In boxplots, the minimum and maximum values are indicated as blue
dots, 95% confidence intervals as short horizontal bars; the 1st and 3rd quartiles and the
median are indicated as broad horizontal bars and means as red crosses.
Diversity 2009, 1 56
The logistic output of Maxent chosen by us is a continuous, linear scaled map which allows fine
distinctions to be made between the modelled probability of habitat suitability for Bd. Generally, the
higher a logistic Maxent value the better the prediction and therefore the climatic suitability for a
species under study. It has been proposed that this relationship can be directly related to a species'
maximum possible abundance [38]. Maxent calculates several threshold values at each run and values
exceeding them may be interpreted as reasonable approximation of—in this case—Bd's potential
distribution pending on the question at hand. We used the minimum training presence (mean = 0.049)
as a strict threshold and the 10 percentile training presence (mean = 0.277; Figure 1C) as a more liberal
threshold as suggested by Phillips et al. [30]. In general, the mean Maxent value at the input records is
typically 0.5 [30,31], which was therefore selected as third threshold as recommended by
Liu et al. [39]. Furthermore, the uppermost 25% of the logistic value was chosen as fourth threshold
(logistic Maxent value of 0.75).
2.2. Identification of the Most Threatened Species
Geographic ranges of 6,156 amphibian species of all three orders were adopted from the IUCN Red List
of Threatened Species, as categorized during the former IUCN/Conservation International/NatureServe
'Global Amphibian Assessment' ([1], www.natureserve.org/getdata/amphibianmaps.jsp; accessed 7 July
2009; see ESI1, whereby taxonomy follows [40,41]). In order to assess Bd suitability within the
geographic range of all amphibian species, we performed an overlay analysis of our Bd world map
obtained from the SDM and the distributions of the 6,156 amphibian species. Higher logistic Maxent
values at a given site are associated with a higher climatic suitability and most likely a higher
maximum abundance for Bd [30,38]. Since the mean minimum training presence and the lowest 10
percentile training presences in our model were 0.049 and 0.227 (Figure 1C) and in accordance with
previous studies [39], we regard these as minimum thresholds for the environmental suitability to Bd.
We calculated the total geographic range encompassed by each amphibian species and quantified the
fraction suitable for Bd at four Maxent thresholds (>0.049, >0.227, >0.50, >0.75; see ESI1).
Computations were performed with DIVA-GIS 5.4 and ESRI ArcMap 9.2.
2.3. Bd Risk Factor for Anuran Amphibians
In an approach to identify anuran species (from a total of 3,976) which exhibit highest probabilities
of Bd-related decline or extinction, biological and life history information of Bd infected species
showing rapid declines was used as explanative variables in a previously published study [42]. Life
history information comprised the degree of aquatic life-stage, the mean snout-vent length and the
mean clutch size and geographic range size. Representative environmental values for each species
were added using spatial datasets of altitude, annual actual evapotranspiration, net primary
productivity, isothermality (a measure of annual temperature consistency), maximum temperature of
the warmest month, precipitation seasonality, precipitation in the driest quarter and human population
density [43-45]. For model building, so called Generalized Linear Models specifying the link function
as either 'logit' or complementary 'log-log' were applied, whereby the link with the lowest residual
Diversity 2009, 1 57
deviance was preferred [42]. Expected effects of strong phylogenetic signals were removed using
generalised estimating equations and Holm-Bonferroni corrections were made to account for Type I
errors. According to the most predictive multi-predictor model (brier score = 0.06), species with
aquatic life stages occupying small geographic ranges at high altitudes were most susceptible for Bd
related declines. This final model was projected onto a larger data set, whereby a standardized value
between 0 and 1 for each species was calculated, hereafter termed 'Biotic Index' (BI) (compare species
list in ESI1 and see [42] for elaborate description of methods).
In order to generate a Bd 'Risk Factor' (RF) for anurans, we combined BI and the results of our
quantification of species' distributions with high suitability to Bd (Maxent value >0.50, which is the
mean score at the Bd records used for model building which was suggested as a suitable
threshold [39]; ESI1) as:
( BI *100) * areabd
RF (1)
10, 000
where areabd = the percentage of a species' distribution >0.50 Bd suitability. RF equally weights BI and
areabd ranges between 0 and 1, whereby higher values reflect a higher threat balancing equally the
fraction of the species area suitable to Bd and the BI.
3. Results and Discussion
3.1. Prediction of Bd Distribution
Our SDM suggests that highest suitability for Bd occurs in temperate and subtropical regions of
both hemispheres, often near coasts; in the tropics, for instance, montane regions are identified to show
a high suitability for Bd (Figure 2A). The potential distribution of Bd suggested by our SDM generally
resembles that obtained through an earlier GARP approach [28] with fine scale patterns better depicted
in our approach.
The currently known distribution of Bd records in the world is patchy (Figure 2A). Even when some
of these gaps may be the result of limited collection efforts for Bd, as in Western Europe [4], it is
remarkable that there are island-like high risk regions in which chytridiomycosis and its effects have
not yet been observed [1,4]. These include the Ethiopian Highlands, eastern Madagascar, the southern
versant of the Himalaya, China's Yunnan province and considerable portions of tropical Asia
(Figure 2A). The importance of these highly suitable locations being apparently free of the effects of
the chytrid fungus is magnified considering that these regions harbour high levels of amphibian species
richness and endemism (Figure 2B).
Evidence for extraordinary dispersal speed of Bd has been recorded in some regions [9] and
apparently anthropogenic dissemination, especially through the international trade, has contributed
decisively to the speed and extent of Bd's spread [46,47]. Therefore, biosecurity measures and baseline
surveys should be initiated at those areas highlighted through our analysis.
Diversity 2009, 1 58
Figure 2. (A) Worldwide potential distribution of the amphibian chytrid fungus (Bd) and 200
out of 365 records (black dots) of this pathogen (see methods). The map is derived from a
Maxent SDM projected into geographic space based on six 'bioclimate' variables. Warmer
colors are associated with higher Maxent values suggesting higher suitability for Bd, whereas
grey areas are below the minimum training threshold and therefore considered to be
unsuitable. This is equivalent to higher risk of invasion in regions from which Bd is currently
absent. (B) Overlay highlighting worldwide regions of both high Bd suitability and high
amphibian species richness. Warmer colors suggest higher overlap of Bd suitability (based on
our SDM) and number of known amphibian species (see ESI1). (C) 'Risk Factor' (RF) for
anuran amphibian species, calculated by combination of species life history traits linked with
Bd-caused declines [42] and climatic suitability for Bd within the species' range (Appendices
ESI1, ESI2). Warmer colors equal a higher proportion of species with a high RF per 0.5°
grid cell.
Diversity 2009, 1 59
3.2. Identification of the Most Threatened Species
The proportion of species within each amphibian order that exhibit a high overlap with areas that
are environmentally suitable to Bd is summarized in Table 1 (for a detailed species list including
results of the presented analysis, IUCN conservation status and Bd presence see ESI1). Approximately
one sixth of all known amphibian species fall with their total distributions into regions potentially
suitable to Bd (Maxent value >minimum observed training presence; Figure 1A) and more than 50% of
all species exhibits an overlap of over half of their known geographic range with regions showing high
Bd suitability. This number drastically increases to almost 6,000 (i.e., roughly all known amphibians)
when over half of a species' range overlaps regions with a Maxent value >0.5 (Table 1).
Table 1. Number of species in the known amphibian orders which are most threatened by
Bd through range overlap. Suitability for the pathogen is high at different percentages of
their known geographic ranges. We here provide species numbers referable to
environmentally suitable (minimum observed training presence) or highly suitable to Bd
(values > 0.5) (Figure 2A). ESI1 provides detailed species-level information.
Portion of species' range environmentally suitable
(>0.5/minimum observed training presence)
100% 75% 50%
Caecilians (172 species) 10/90 27/132 38/138
Salamanders (551 species) 129/498 195/543 226/545
Frogs and toads (5,532 species) 961/3,905 1,756/4,953 2,259/5,211
Total (6,142 species) 1,100/4,493 1,978/5,628 2,523/5,894
3.3. Bd Risk Factor for Anuran Amphibians
Most of the 833 anuran species which by their biology and life history show a high predicted
susceptibility to Bd [42] occur in regions which at the same time are characterized by high suitability
for Bd (listed in ESI1). Of these, we identified 379 species in which the entire geographic range is, in
terms of climate, of high suitability to Bd (Maxent value > 0.5; for detailed list see ESI2). We consider
these amphibians to be the most threatened by the emergence of Bd. As shown in Figure 2C, they are
distributed all over the world including regions from where Bd is currently unknown (Figure 2A).
So far, little is known about the current infection or population status of most of the 'Top 379'.
Perhaps due to the circumstance that many of them occur in regions from where Bd has not been
recorded only seven of these species are reported to be infected with Bd in nature (list provided in
ESI2). We suggest this is the result of limited surveillance for disease rather than the occurrence of
healthy populations, as at least 42 species of the 'Top 379' (ESI2) have undergone so called 'rapid
enigmatic declines' likely caused by the spread of Bd and the effect of chytridiomycosis [1,5].
Generally, the 'Top 379' priority species outlined in ESI2 should be considered as the 'top of the
iceberg'. The threshold of RF = 1 used for their identification was perhaps chosen in an arbitrary way
since all species with RF > 0 may be affected in one or the other way. Available conservation funds
should be invested for targeted population monitoring, compilation of life history and ecology
Diversity 2009, 1 60
information, and—if necessary—further in situ and ex situ efforts in descending order of RF, since the
higher the RF value the higher is the potential threat caused by Bd.
The importance of emerging infectious diseases and anthropogenic dissemination of pathogens for
biodiversity has in recent years been receiving increasing attention especially due to a suite of zoonotic
diseases with impact on humans and economically important domestic animals. However, the
integration of wildlife diseases in strategies for halting the loss of biodiversity is still remarkably
premature [48,49]. Of the 379 species identified under high risk of decline due to chytridiomycosis,
40% are categorized as 'Data Deficient' under the IUCN Red List of Threatened Species, whereas a
compelling 94% of the species with sufficient information for proper assessment are categorized as
threatened with extinction. However, it needs to be noted that species with restricted distributions and
a combination of ongoing habitat threats would at the same time qualify as threatened based on IUCN's
criteria B and as susceptible for Bd related declines according to the BI. Herein, we highlight the need
to integrate novel approaches in the tool-set of conservation biology to mitigate the threat posed
by pathogens.
3.4. Methodological Considerations
When interpreting our results, some issues related to the data and methods used herein need to be
considered. Information on the distribution of the world's amphibians was adopted via the IUCN Red
List of Threatened Species from the former 'Global Amphibian Assessment'. These data provide the
most comprehensive and up to information currently available. Range information of each species is
based on expert opinions; therefore the polygons describe in most cases the extent of occurrence and
sometimes the area of occupancy of each species rather than providing an exact summary of existing
populations [see 50]. This may lead to an overestimation of the actually suitable areas in widely
occurring species which may not be homogenously distributed throughout their general extent of
occurrence (e.g., due to specific habitat requirements). Worldwide, these potential errors may not be
homogenously distributed. Before conducting specific management actions, this should be
acknowledged. However, since these polygons represent the best information available also used to
derive the actual IUCN Red List status of amphibian species, they provide a suitable basis for
our assessment.
Methodical inherent uncertainties can be assessed comparing multiple SDMs in ensembles of
models providing more robust predictions [34]. In our 100 models combined in the final model we
observed rather low standard deviations of predictions per grid cells indicating low model variability
and a generally good predictive ability (Figure 3). SDMs rely on specific assumptions including that
environmental conditions are range limiting and that the range of the target species is in equilibrium
with climate [51]. Looking at the requirements of Bd regarding certain temperature and humidity
conditions proven by both laboratory and field studies (see above), as well as the nearly world-wide
distribution of Bd, these assumptions appear to be fairly met. Furthermore, SDMs commonly ignore
biotic interactions which may lead to an exclusion of the modeled species from certain areas [52].
Regarding Bd, the most obvious biotic interaction include the pathogens' relationship to amphibians.
Diversity 2009, 1 61
However, since nearly all areas predicted to be suitable for Bd harbor at least one amphibian species,
this requirement appears also to be fulfilled.
Figure 3. Standard deviation (SD, upper panel) per grid cell of all of the 100 Maxent
models used for the ensemble prediction (Figure 2A). In the vast majority of grid cells, the
SD is rather low < 0.05 (lower panel).
4. Conclusions
This research has shown that prioritization of species based on predictive modelling is possible
given our knowledge of the distribution and drivers of a largely cryptic wildlife disease. Given that
such diseases are being recognized in other wildlife species [e.g., 49,53,54], such predictive
approaches are going to be increasingly necessary to manage the global species rescue that will be
necessary if we are to not lose an irreplaceable sector of our biodiversity.
Acknowledgements
We are grateful to the numerous helpful comments of three anonymous reviewers which helped to
improve this paper. The work of the first author was funded by the 'Graduiertenförderung des Landes
Nordrhein-Westfalen'.
Supplementary Material
The following supplementary material is available at http://dx.doi.org/10.3390/d1010052.
ESM 1: Table. Overview of amphibian species conservation status as listed by the IUCN Red List
status and their geographic range size (downloaded 7 July 2009 from www.redlist.org), followed for
each species by the portion of its geographic range suitable to Bd and, if applicable, the 'Biotic Index'
Diversity 2009, 1 62
(BI) and the 'Risk Factor' (RF) estimated in this paper. Furthermore species that were encompassed
under 'rapid enigmatic declines' in the Global Amphibian Assessment 2004 (updated under the IUCN
Red List 2009) and species in which Bd has been reported in the literature are pointed out.
ESM 2: List of most threatened species. The 379 species identified as most threatened through Bd,
i.e. RF = 1.0 (BI = 1.0 and Maxent values > 0.50 at 100 % of their geographic range, see text). The 216
species listed as 'threatened with extinction' (i.e. IUCN Red List categories 'Vulnerable', 'Endangered'
or 'Critically Endangered') are in bold while species that are too poorly known to asses the
conservation status (i.e. categorised as 'Data Deficient' in the IUCN Red List) are italicised. A total
number of 187 species that are assessed by the IUCN to be declining are marked with asterisks.
Species in which Bd have been detected [55-58] are underlined. Entries are by family, following the
taxonomy used by IUCN in the 2009 assessment [1,ESM 1].
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This article is an open-access article distributed under the terms and conditions of the Creative
Commons Attribution license (http://creativecommons.org/licenses/by/3.0/).
Investigating the Potential Use of Environmental DNA
(eDNA) for Genetic Monitoring of Marine Mammals
Andrew D. Foote1*., Philip Francis Thomsen1., Signe Sveegaard2, Magnus Wahlberg3,4, Jos Kielgast1,
Line A. Kyhn2, Andreas B. Salling1, Anders Galatius2, Ludovic Orlando1, M. Thomas P. Gilbert1
1 Centre for GeoGenetics, Natural History Museum of Denmark, University of Copenhagen, Copenhagen, Denmark, 2 Department of Bioscience, Aarhus University,
Roskilde, Denmark, 3 Fjord&Bælt, Kerteminde, Denmark, 4 Marine Biological Laboratory, University of Southern Denmark, Kerteminde, Denmark
Abstract
The exploitation of non-invasive samples has been widely used in genetic monitoring of terrestrial species. In aquatic
ecosystems, non-invasive samples such as feces, shed hair or skin, are less accessible. However, the use of environmental
DNA (eDNA) has recently been shown to be an effective tool for genetic monitoring of species presence in freshwater
ecosystems. Detecting species in the marine environment using eDNA potentially offers a greater challenge due to the
greater dilution, amount of mixing and salinity compared with most freshwater ecosystems. To determine the potential use
of eDNA for genetic monitoring we used specific primers that amplify short mitochondrial DNA sequences to detect the
presence of a marine mammal, the harbor porpoise, Phocoena phocoena, in a controlled environment and in natural marine
locations. The reliability of the genetic detections was investigated by comparing with detections of harbor porpoise
echolocation clicks by static acoustic monitoring devices. While we were able to consistently genetically detect the target
species under controlled conditions, the results from natural locations were less consistent and detection by eDNA was less
successful than acoustic detections. However, at one site we detected long-finned pilot whale, Globicephala melas, a species
rarely sighted in the Baltic. Therefore, with optimization aimed towards processing larger volumes of seawater this method
has the potential to compliment current visual and acoustic methods of species detection of marine mammals.
Citation: Foote AD, Thomsen PF, Sveegaard S, Wahlberg M, Kielgast J, et al. (2012) Investigating the Potential Use of Environmental DNA (eDNA) for Genetic
Monitoring of Marine Mammals. PLoS ONE 7(8): e41781. doi:10.1371/journal.pone.0041781
Editor: Senjie Lin, University of Connecticut, United States of America
Received April 5, 2012; Accepted June 29, 2012; Published August 29, 2012
Copyright: ß 2012 Foote et al. This is an open-access article distributed under the terms of the Creative Commons Attribution License, which permits
unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.
Funding: A.D.F. was funded by a Marie Curie Intra-European Fellowship no. 272385. L.O. was supported by a EU Marie Curie Career Integration Grant (293845).
The funders had no role in study design, data collection and analysis, decision to publish, or preparation of the manuscript.
Competing Interests: Ludovic Orlando and Tom Gilbert are PLoS ONE editorial board members. Magnus Walhberg is an employee of a commercial company,
Fjord&Baelt. This does not alter the authors’ adherence to all the PLoS ONE policies on sharing data and materials.
* E-mail: footead@gmail.com
. These authors contributed equally to this work.
Introduction (eDNA), and can provide a record of the species’ presence over the
period that the DNA persists in the environment [7–14].
The use of molecular genetic markers for monitoring biodiver- In freshwater aquatic environments the use of eDNA for genetic
sity and detecting and identifying species, individuals or measuring monitoring has been tested by a number of recent studies (e.g.
population genetic parameters can provide valuable information [9,11–14]), which suggest that eDNA is homogenously distributed
for the management and conservation of species and ecosystems within freshwater systems and can be effectively used to detect and
[1]. Non-invasive sampling using hair or scat has been successfully even quantify species presence [11]. Here, we investigate whether
used in genetic monitoring programs of wide-ranging terrestrial or eDNA from the water column can be used to detect target species
semi-aquatic species, which often occur at low density [1] and can occurrence of mammals in the marine environment. The use of
be a lower cost approach than direct sampling as the individual or seawater samples for eDNA analysis is likely to be more
species does not have to be directly encountered and greater challenging than freshwater due to the larger body of source
number of samples can be collected. However, this is offset by water, strong tide and current action, which will rapidly dilute and
what can be increased DNA extraction and sequencing costs and disperse the eDNA. Further, the high salinity of the samples may
also a decrease in returns to the potentially large numbers of also render amplification of eDNA by polymerase chain reactions
duplicate samples [2]. For fully aquatic species such as cetaceans, (PCRs) more prone to inhibition [15]. Despite these potential
the collection of non-invasive samples is less straightforward and drawbacks, quantification of DNA in the sea has been used to
often (but not always; see ref [3]) requires the sampler to directly provide an indicator of biomass in marine ecosystems [16], and
encounter the target species to collect non-invasive samples such as sampling and sequencing of intracellular DNA of microorganisms
feces, sloughed skin or exhalation blow [3–6]. Current non- sampled from seawater has enabled the metagenomic investigation
invasive sampling of marine species therefore has many of the of their biodiversity and community structure [17,18].
same logistical and financial costs as biopsy sampling. However, In this study, we test the potential for using eDNA to detect the
biological excretory processes such as the sloughing of skin, presence of marine mammals, by using as a model a small
urination and defecation can be sources of ‘environmental’ DNA cetacean species, the harbor porpoise Phocoena phocoena. The harbor
PLOS ONE | www.plosone.org 1 August 2012 | Volume 7 | Issue 8 | e41781
Molecular Detection of Cetaceans from eDNA
porpoise is the only regularly occurring cetacean species in the recorded by the C-PODs were analyzed with the software
western Baltic, the region where this study took place, although the CPOD.exe (v 2.021) with the filters ‘NBHF’ and ‘Other
species is rare in the inner Baltic [19,20]. Static acoustic Cetaceans’ to search for porpoise clicks and clicks from other
monitoring devices which log detected echolocation click trains cetaceans, respectively. The percentage of porpoise positive days
of harbor porpoises provide a record of occurrence and relative (i.e. days in which porpoise clicks were detected) were calculated
density at each site [21–23] and reliable field validation of our for each site during the three month recording period prior to the
eDNA based tests. Here, we experimentally demonstrate, using date of water sampling (Table 1). No specific permits were
both controlled conditions and natural populations, the feasibility required for the described field studies.
of targeted eDNA based animal detection from seawater samples. DNA from seawater samples was extracted in a dedicated clean
lab in a building separate from the location of post PCR work and
Methods extraction of DNA from the epidermis samples. Rigorous controls
for preventing and monitoring contamination adopted from
Seawater samples were collected under both controlled condi- ancient DNA protocols were employed. Seawater samples were
tions, and from natural field sites. The controlled site was a sea pen centrifuged at 6000 g for 10 min to pellet any precipitated DNA.
in a natural harbor basin at Fjord&Bælt (F&B) in Kerteminde, One blank extraction using molecular biology grade water was
Denmark (Fig. 1a). The pen holds four harbor porpoise in included for every nine seawater samples to monitor possible
approximately 4 million liters of seawater, which is flushed daily by contamination. Following centrifugation the supernatant was
the tidal water movements in the harbor basin, that enter at the discarded and DNA was extracted from the pellet using the
netted ends of the pen. Five 15 ml water samples were collected at Qiagen DNeasy (Qiagen DNeasy, Valencia, CA, USA) kit
a depth of approximately 50 cm from different points around the following the manufacturer’s guidelines and eluted in 100 ml of
perimeter of the sea pen in a sterile container, which was sealed buffer. The ethanol wash step of the extraction process is expected
until just prior to sampling and handled using unused sterile latex to remove most of the Na+ monovalent ions and therefore reduce
gloves, which were discarded after the collection of each sample PCR inhibition due to salinity. DNA was also extracted from the
(Fig. 1b). An additional 45 samples of 15 ml were collected at epidermis samples using the Qiagen DNeasy kit.
varying distances (,0–1 km) from the pen in the direction of the The PrimerBlast software (NCBI, http://www.ncbi.nlm.nih.
ebbing tide. After collection, 1.5 ml of 3 M sodium acetate and gov/tools/primer -blast/) was used to design primers unique to the
33 ml absolute ethanol was added to the water samples to harbor porpoise that would result in amplicons ranging between
precipitate any extracellular DNA (final concentrations 0.09 M, 60–80 bp in size, based on records in GenBank. The primers 59-
and 66% respectively), which were then stored at 220uC until CGCCCCATCAACACAAAGGTTTGG-39 and 59-ACTGG-
DNA extraction. As a control, a small layer of epidermis was also GATGCGGATGCTTGC-39 flanked the region corresponding
collected from each of the four porpoises using Scotch tape. to sites 82–119 of the harbor porpoise mitochondrial genome
Epidermal samples were stored in 20% dimethyl sulphoxide (GenBank: AJ554063; [24]) and resulted in a 62 bp amplicon of
(DMSO) saturated with NaCl at 220uC until DNA extraction. the 12S region of the mitochondrial genome. This 38 bp intra-
Seawater samples were also collected during August 2011 at 8 primer sequence was monomorphic in all four of the F&B harbor
locations in the western Baltic at sites where static acoustic porpoise, as well as an additional four North Sea and Baltic harbor
monitoring devices, C-PODs (Cetacean and POrpoise Detector, porpoises from the Natural History Museum of Denmark’s tissue
Chelonia Ltd., U.K.), were deployed as part of the project Static archive. Furthermore, the sequence differs by at least one base pair
Acoustic Monitoring of the Baltic Sea Harbor Porpoise (SAM- (either a C-A transversion or C-T transition), from the next most
BAH). The water samples were collected approximately 50 cm similar sequence present in GenBank, which was shared by several
below the surface as above, employing the same protocols to cetacean species, none of which are likely to occur at our study
reduce the risk of contamination. Three 50 ml samples were sites [25], and differed at 6 nucleotide sites from humans, and
collected at each acoustic datalogger site and a 15 ml aliquot was harbor and grey seals, which are the only other common marine
taken from each of these samples and treated as above. The data mammals in the area, and thus represent possible sources of
Figure 1. The sea pen at Fjord&Bælt in Kerteminde, Denmark. Figure 1a shows the sea pen containing approximately 4 million liters of
seawater and 4 harbor porpoise. The two ends of the pen are comprised of netting, allowing tidal seawater to move through the pen (photograph ß
Solvin Zankl). Figure 1b shows the sampling of 15 ml of seawater from the sea pen (photograph ß Ross Culloch).
doi:10.1371/journal.pone.0041781.g001
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Molecular Detection of Cetaceans from eDNA
Table 1. Detection of harbor porpoise DNA using qPCR at a controlled site (Fjord&Belt pen) and at natural sites.
Acoustic detection Genetic detection
Location % Porpoise positive days Positive PCRs Cycle threshold
Positive control (DNA extracted from skin) 3/3 18, 18, 18
Fjord&Bælt pen 3/3 34, 35, 35
,10 m from F&B pen 1/3 49
.10 m from F&B pen 0/3 -
Site 1 94 1/3 49
Site 2 42 0/3 -
Site 3 63 0/3 -
Site 4 6 0/3 -
Site 5 0 0/3 -
Site 6 0 0/3 -
Site 7 0 2/3 38*, 50*
Site 8 79 0/3 -
Genetic detections at the eight natural sites are compared with acoustic detection rates based on data from static acoustic monitoring devices over the three months
prior to eDNA sampling.
*sequencing of PCR clones indicates these were genetic detections of long-finned pilot whale and not genetic detection of harbor porpoise at this site.
doi:10.1371/journal.pone.0041781.t001
mammalian DNA in the water. To increase sensitivity and to investigate species identity in one sample, which did not match
specificity of porpoise detection we performed TaqMan qPCRs the porpoise reference sequence.
detection assays. A TaqMan probe specific for the target sequence
was designed (59-TCCTGGCCTTTCTATTAGTTCTTAGCA- Results
39), modified with 6-Fam dye at the 59 end and a BHQ1 quencher
at the 39 end. Porpoise DNA was successfully amplified from a pooled sample
Taqman qPCRs were performed on a Stratagene Mx3000P and of the 5 DNA extracts from each of the 15 ml seawater samples
each 25 ml reaction contained 10 ml of DNA extract, 16 PCR collected from the Fjord&Bælt sea pen (Table 1). The cloned
buffer, 2.5 mM MgCl2, 1 mM of each primer, 0.1 mM mixed sequences were a 100% match with the reference sequence from
dNTPs, 2.5 mM of probe and 0.2 ml AmpliTaq Gold enzyme GenBank and the sequences generated from skin samples of the
(Applied Biosystems) under thermocycling 50uC for 5 min and four harbor porpoise in the Fjord&Bælt sea pen and the four wild
95uC for 10 min, followed by 55 cycles of 95uC for 30 sec and porpoise (Fig. 2). The number of qPCR cycles required for
detection was also consistently between 34–35 cycles for all three
56uC for 1 min. To guard against the incorporation of erroneous
eDNA PCR replicates, as oppose to 18 for positive controls
data derived from contamination, and to investigate the
amplifying tissue-derived DNA (Table 1). Assuming optimal PCR
stochasticity of successful amplifications, the PCR amplification
efficiency, this suggests a minimal difference of 4–5 orders of
was replicated three times for each sample. One PCR blank
magnitude in DNA concentration, as expected for eDNA extracts
(containing ddH2O instead of sample) was included for every five
generated from such dilute environmental samples. Additionally,
PCRs to further monitor for contamination during PCR set up.
porpoise DNA was successfully amplified in all triplicates on
For initial investigation we pooled DNA extracts: DNA extracts
individual 15 ml samples. Harbor porpoise eDNA was amplified
from the five samples collected inside the F&B pen were pooled,
in one out of three qPCRs on a pooled DNA extract from
DNA extracts from the five samples collected at less than 5615 ml samples collected at a distance of less than 10 m from the
10 meters from the pen were pooled, and DNA extracts from pen. Beyond 10 m from the pen, we were unable to detect
thirty-eight samples collected at distances greater than 10 meters porpoise eDNA (Table 1).
from the pen were pooled. Only if DNA was successfully amplified The porpoise genetic detection rate from natural field sites
from at least one of the triplicate PCRs of the pooled extracts were within the western Baltic was validated by comparing with
the individual extracts included in subsequent PCRs. The detections of harbor porpoise echolocation clicks detected by the
amplified PCR products were purified using a Qiagen MinElute C-PODs. Harbor porpoises were only genetically detected by
PCR purification kit. The species origin of positive PCRs were eDNA at the site (site 1) with the highest percentage (94%) of days
validated as authentic by cloning using the Topo TA cloning kit that porpoises were acoustically detected by the C-PODs (Table 1).
(Invitrogen), followed by purification and sequencing of the Cloned sequences of qPCR products were a 100% match for the
inserted PCR fragment (Macrogen, Europe). Additional PCRs of GenBank reference sequence (Fig. 2). Long-term acoustic detec-
43 bp of the cytochrome b gene (fwd primer: 59-ACACACC- tion rates at the remaining sampled sites suggest that the lack of
CACTAATAAAAAT-39; rev primer: 59-AGCCAAAATTTCAT- genetic detections at some of these sites were false negatives
CATGAGGA-39) and the 53 bp of the hypervariable region of the (Table 1). However, it was not possible to confirm this as the C-
d-loop (fwd primer: 59-ACACATACCAATATC- PODs ran out of battery charge 3–4 weeks before the seawater
TAGTCTTTCCTT-39; rev primer: 59-CGGGCTTTAACT- samples were collected and eDNA typically persists for less than
TATCGTATGG-39) using the conditions above were conducted one week (based on studies in freshwater [11,14] and seawater
[26]), and extracellular eDNA can have a turnover time of only a
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Molecular Detection of Cetaceans from eDNA
Figure 2. Chromatograms of 12S region mtDNA sequences amplified from two locations in the Baltic aligned to reference
sequences. Sites are numbered 82-119 corresponding with the reference harbor porpoise mitochondrial genome (GenBank: AJ554063; [24]).
doi:10.1371/journal.pone.0041781.g002
few hours in seawater [27]. Thus it is not known if porpoises were study was less than found in previous studies using a comparable
present in the area in the hours prior to sampling. protocol to sample freshwater ecosystems (e.g. [9,11]). There may
Environmental DNA was amplified at a site with no acoustic be several reasons for this including those identified above, for
detections of porpoises (Site 7, Table 1). Cloned sequences from example, the greater dispersal and dilution of eDNA in marine
the two successful PCRs differed by 2 base pairs from harbor ecosystems compared to lakes and ponds. Porpoise eDNA was
porpoise (Fig. 2), and additional PCRs using primers to target successfully amplified from five different 15 ml water samples
variable regions of the mtDNA cytochrome b gene and d-loop collected at different points around the perimeter of the
confirmed the detection as long-finned pilot whale (Globicephala Fjord&Bælt sea pen and therefore appears to be relatively
melas) (Table 2), a species occasionally sighted in the Baltic [25]. homogenously distributed throughout the 4 million liter sea pen.
This is consistent with findings from studies on pond water [9,11],
Discussion and demonstrates that species detection of marine mammals at
high density is possible using eDNA from seawater samples.
Our study indicates that species detection of marine mammals However, these controlled conditions differ in several respects
using eDNA in seawater samples is possible and thus could have from natural conditions. In particular, the animal density in the
potential use in future genetic monitoring programs. However, it sea pen is higher than in most natural populations. Furthermore,
has to be acknowledged that the rate of successful detections in this the sheltered pen is less subject to wave and wind action and
Table 2. Summary of additional PCRs carried out on seawater samples from site 7.
Target gene cloned PCR product sequence (excluding primers) GenBank Blast results
cytochrome b CATCAATGACACATTCATTGACCTACCCACTCCATCTAACATC 100% G. melas
D-loop CTTATAAATATATATATATACATGCTATGTATTACTGTGCATTCATTTATTTT 100% G. melas
Both primer sets produced a sequence with 100% query coverage and 100% maximum identity match with long-finned pilot whale Globicephala melas and no other
species.
doi:10.1371/journal.pone.0041781.t002
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Molecular Detection of Cetaceans from eDNA
eDNA from porpoises within the pen may not be dispersed to as and travelled with sea currents, or originated from the remains of a
great an extent as under natural conditions and is thus more long dead animal (e.g. DNA from mammoths has been successfully
concentrated here. Comparing the number of qPCR cycles amplified from riverine sediment samples [28]).
required for detection at the natural site (site 1) with the sea pen Two lines of further investigation could be used to clarify these
would suggest a minimal difference of 4–5 orders of magnitude in possible scenarios. Firstly, determining if the detected eDNA is
DNA concentration. Increasing the sample volume would be cellular, (for example contained within slough skin cells or fecal
expected to reduce the rate of false negatives, if the DNA could be material), or extracellular DNA by using extraction methods
concentrated (e.g., [26]). Thomsen et al., [26] were able to designed to isolate extracellular DNA from DNA extracted by cell
genetically detect several fish species by passing half a liter of a lysis (e.g. [29]). As extracellular DNA degrades much faster (hours)
1.5 liter pool of 30 ml Baltic seawater samples through a nylon than cellular DNA (days) [27], it would be more likely to have
filter and then extracting the DNA collected from the filter. Such originated from a living animal recently in the area than have
an approach may improve the detection rate and the applicability travelled on currents or be from remains of dead specimens.
of this approach to species detection using seawater samples. The Secondly, the controlled release of DNA of a non-native species of
detection probability is likely to be dependent upon density of the known concentration could be used to experimentally investigate
target species, the amount of DNA released by the organism the longevity of DNA in the water column and its propagation by
through excretory processes, and the amount of degradation by wind, wave and ocean currents.
local environmental factors such as endogenous nucleases, Our results suggest that, as expected, species detection using
hydrolysis, UV radiation and bacterial action [14], it is therefore eDNA is less reliable in the marine ecosystem than in freshwater
likely to be vary greatly amongst target species and study locations. ecosystems. However, our results do suggest that marine mammal
Despite these limitations, the successful genetic detection of detection by amplifying eDNA from seawater samples and using
harbor porpoise at one location where the species was also short species-specific DNA sequences as DNA barcodes [30] is
acoustically detected indicates that, with optimization, genetic possible. However, it is likely to be dependent upon the size,
detection of marine mammals could provide a useful non-invasive behavior and density of the target species. The volumes of
genetic monitoring tool that could compliment visual and acoustic seawater sampled in this study were small to allow comparison
surveys. The genetic detection of long-finned pilot whale from with previous freshwater studies [9,11], which sampled similar
seawater collected at our most easterly study site, about 75 km volumes of water. With optimization and larger volumes of
southeast of Bornholm, highlights the potential for this method to seawater this method could have potential to compliment current
detect species that are rare visitors to an area. No other genetic visual and acoustic methods of species detection of marine
work on this species has been conducted in the laboratories in mammals and provide a low-cost, logistically simple method of
which the work was undertaken, which, in addition to the rigorous obtaining basic genetic data such as species presence or even
clean lab procedures employed, makes laboratory contamination intraspecific variation in short diagnostic fragments.
an unlikely source of the DNA. Long-finned pilot whales are
infrequently sighted in the Baltic, however, there were two Acknowledgments
potential but unconfirmed sightings of pilot whales in the western
Baltic in July 2011 (www.hvaler.dk). The genetic detection We would like to thank Tina Brand, Pernille Olsen and Jesper Stenderup
presented here remains the only confirmed detection of this for laboratory assistance, Jakob H Kristensen, Janni Damsgaard Hansen,
and Camilla Eriksson at Fjord&Baelt, Ross Culloch and the crew of the
species in the Baltic during this period. C-PODs can also detect RV Skagerak for help with sample collection, the SAMBAH project (www.
clicks in the frequency range produced by pilot whales. However, sambah.org) for allowing the use of the unpublished C-pod data. The
the C-POD file contained no such click detections. As acoustic animals are maintained by Fjord&Bælt, Kerteminde, Denmark, under
monitoring ended one month prior to eDNA water sampling, the permits no. SN 343/FY-0014 and 1996-3446-0021 from the Danish Forest
acoustic data cannot act to validate the presence of pilot whales and Nature Agency, Danish Ministry of Environment.
contemporaneously with eDNA sampling at this site. Pilot whales
are much larger than harbor porpoise and are typically more Author Contributions
gregarious, and they would therefore be expected to excrete and
Conceived and designed the experiments: ADF PFT LO MTPG.
shed more eDNA and be more easily detectable using this method. Performed the experiments: ADF SS MW ABS AG. Analyzed the data:
However, the indirect method of sampling DNA used here means ADF PFT JK LK SS ABS. Contributed reagents/materials/analysis tools:
that it is not possible to determine whether the animals were LK SS MTPG. Wrote the paper: ADF PFT LK JK SS MW ABS AG LO
recently in the area, or whether the eDNA originated elsewhere MTPG.
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PLOS ONE | www.plosone.org 6 August 2012 | Volume 7 | Issue 8 | e41781
The following supplement accompanies the article
Future potential distribution of the emerging amphibian chytrid
fungus under anthropogenic climate change
Dennis Rödder1, 2, Jos Kielgast3,*, Stefan Lötters2
1
Zoologisches Forschungsmuseum Alexander Koenig, Adenauerallee 160, 53113 Bonn, Germany
2
Department of Biogeography, Trier University, Am Wissenschaftspark 25-27, 54296 Trier, Germany
3
Natural History Museum of Denmark, Zoological Museum, Universitetsparken 15, 2100 Copenhagen, Denmark
*Corresponding author. Email: jkielgast@snm.ku.dk
Diseases of Aquatic Organisms: dao02197 (2010)
Supplement
Maxent species distribution models for the A2a and B2a anthropogenic future climate change scenarios for the 2080 CCCMA,
CSIRO and HADCM3 models and corresponding standard deviations
Fig. S1. Standard deviation (SD) per grid cell of each of 100 Maxent models projected onto (A) A2a and (B) B2a scenarios
2 Supplement (continued)
Fig. S2. Species distribution model projection onto the A2a family. Warmer colours indicate higher climatic suitability for
Batrachochytrium dendrobatidis (Bd)
Supplement (continued) 3
Fig. S3. Species distribution model projection onto the B2a family. Warmer colours indicate higher climatic suitability for
Batrachochytrium dendrobatidis (Bd)
EcoHealth 6, 358–372, 2009
DOI: 10.1007/s10393-010-0281-6
Ó 2010 International Association for Ecology and Health
Short Communication
The Link Between Rapid Enigmatic Amphibian Decline
and the Globally Emerging Chytrid Fungus
Stefan Lo¨tters,1 Jos Kielgast,2 Jon Bielby,3 Sebastian Schmidtlein,4 Jaime Bosch,5 Michael Veith,1
Susan F. Walker,6 Matthew C. Fisher,6 and Dennis Ro¨dder1
1
Department of Biogeography, Trier University, Am Wissenschaftspark 25-27, 54296 Trier, Germany
2
Department of Biology, Section for Microbiology and Evolution, Copenhagen University, Universitetsparken 15, 2100 Copenhagen, Denmark
3
Department of Biology, Imperial College London, Silwood Park Campus Ascot, London SL5 7PY, UK
4
Department of Geography, Bonn University, Meckenheimer Allee 166, 53115 Bonn, Germany
5
Museo Nacional de Ciencias Naturales, CSIC, C/Jose´ Gutie´rrez Abascal 2, 28006 Madrid, Spain
6
Department of Infectious Disease Epidemiology, Imperial College London, St. Mary’s Hospital, Norfolk Place, London W2 1PG, UK
Abstract: Amphibians are globally declining and approximately one-third of all species are threatened with
extinction. Some of the most severe declines have occurred suddenly and for unknown reasons in apparently
pristine habitats. It has been hypothesized that these ‘‘rapid enigmatic declines’’ are the result of a panzootic of
the disease chytridiomycosis caused by globally emerging amphibian chytrid fungus. In a Species Distribution
Model, we identified the potential distribution of this pathogen. Areas and species from which rapid enigmatic
decline are known significantly overlap with those of highest environmental suitability to the chytrid fungus.
We confirm the plausibility of a link between rapid enigmatic decline in worldwide amphibian species and
epizootic chytridiomycosis.
Keywords: Batrachochytrium dendrobatidis, bioclimate, chytridiomycosis, IUCN Red List, MaxEnt, species
distribution model
The importance of infectious diseases in animal population A pertinent example concerns the status of the world’s
dynamics and anthropogenic dissemination of pathogens amphibians (Wake and Vredenburg, 2008). According
has long been recognized (Anderson and May, 1979; Scott, to the IUCN Red List of Threatened Species (www.
1988; McCallum and Dobson, 1995). However, within the iucnredlist.org), approximately one-third of the more
last decade there has been an increasing focus on wildlife than 6,500 described amphibian species are threatened with
diseases in the context of biodiversity conservation extinction making them the most threatened of all verte-
(Cleaveland et al., 2002; Lafferty and Gerber, 2002; Cunn- brates (Stuart et al., 2004, 2008). Enzootics of epidermal
ingham et al., 2003; Daszak et al., 2004; Rahbek, 2007; chytridiomycosis, caused by the globally emerging
McCallum, 2008; Blehert et al., 2009; Smith et al., 2009). amphibian chytrid fungus (Batrachochytrium dendrobatidis,
Bd), has been pointed out as a central phenomenon in this
ongoing biodiversity crisis. The origin of the pathogen is
Published online: March 12, 2010
still unknown, but it is now found in different ecosystems
on all continents where amphibians occur (Fisher et al.,
Correspondence to: Stefan Lo¨tters, e-mail: loetters@uni-trier.de
Rapid Enigmatic Amphibian Decline of Chytrid Fungus 359
2009) and chytridiomycosis has been identified as the key Our current knowledge about this pathogen (Gascon et al.,
causal mechanism in a few well-documented large-scale 2007) and field observations during periods of sudden
declines (Bosch et al., 2001; Rachowicz et al., 2006; Lips decline of amphibians (Lips et al., 2008) support this view.
et al., 2006; Schloegel et al., 2006). There is growing con- To test the hypothesis, we ran a global Species Distribution
sensus in the scientific community that this disease should Model (SDM) to identify the potential distribution of Bd,
be considered a potential driver of decline and extinctions, based on suitability to its specific climate envelope, and
although far from all species infected by the pathogen are compared it with the geographic distribution of rapid
susceptible to clinical chytridiomycosis (Gascon et al., 2007; enigmatic amphibian decline.
Bielby et al., 2008; Stuart et al., 2008). In SDMs, environmental information is extracted from
The first exhaustive assessment of the conservation databases at localities where the species under study occurs
status of global amphibian diversity (2002–2004 Global to simulate its ecological niche. Commonly, climatic data
Amphibian Assessment, GAA) categorized 207 species are used aiming on the species’ climate envelope. Different
(Figure 1a) as undergoing rapid enigmatic decline, i.e., algorithms are available for this process. The climate
shift to a higher IUCN Red List category between 1980 and envelope is subsequently projected onto maps denoting the
2004 for unknown reason (Stuart et al., 2004, 2008). It has climatic suitability to the target species, hereby inferring its
been hypothesized that these declines are all results of the potential distribution (Guisan and Zimmermann, 2000;
pandemic amphibian chytrid fungus (Skerratt et al., 2007). Jeschke and Strayer, 2008).
Figure 1. a Distribution of worldwide rapid enigmatic amphibian are found in tropical mountains, western Europe, southern China,
decline (i.e., sum of geographic ranges of all 207 amphibian species and along east coasts on the southern hemisphere. In some of these,
undergoing rapid enigmatic decline). b Worldwide potential Bd is currently unknown and perhaps absent (e.g., the Ethiopian
distribution of the amphibian chytrid fungus (based on a MaxEnt Highlands, eastern Madagascar, the southern versant of the
SDM and 6 ‘‘bioclimate’’ variables), with higher values indicating Himalaya, the Yunnan Province of China; see Lo¨tters et al., 2008;
higher suitability. Of 365 records for this pathogen, the 200 used for Ro¨dder et al., 2009).
SDM calculation are indicated by dots. Areas of highest Bd suitability
360 Stefan Lo¨tters et al.
For SDM computation, we obtained 365 globally dis- The MaxEnt software (version 3.3.1, available from
tributed Bd records (latitude/longitude data from www.cs.princeton.edu/*shapire/maxent) was used for
www.spatialepidemiology.net/bd-maps). Records posted SDM calculation and mapping (Phillips et al., 2006). This is
on this webpage were compiled from numerous scientific a machine-learning algorithm following the principle of
publications (a detailed list of references also is posted). Bd maximum entropy to compute the likelihood of the species
records were not randomly distributed globally (Figure 1a), in question occurring at any point in the area based on
resulting in a possible sample selection bias and violation of environmental conditions observed at species’ records and
SDM assumptions (Dormann et al., 2007; Phillips, 2008). contrasted by random background. Regions accessible to
To account for this, we extracted all ‘‘bioclimatic’’ (see the target species ideally define the area from which back-
below) values at Bd records and performed a cluster anal- ground data should be obtained (Phillips, 2008). We ac-
ysis based on Euclidean distances. The resulting classes counted for this by restricting the background samples to
were blunted at a threshold leaving 200 classes, whereby areas from which Bd was detected in the wild. In our SDM,
only one record per class was used for further processing. the degree of ‘‘clamping’’ (i.e., negative effects caused by
This method reduces the amount of duplicate information nonanalogous climate) was removed from the model pre-
in the feature space and thereby the impact of samples diction using the ‘‘fade by clamping’’ option. MaxEnt has
clumped in geographic space. Calculations were performed been demonstrated to perform better than comparable
with XLSTAT 2008 (Addinsoft; www.xlstat.com). methods (Elith et al., 2006) as, for instance, GARP, which
The climate dependence of the Bd host-pathogen sys- was used in an earlier Bd SDM by Ron (2005) for the New
tem has been confirmed consistently in all continents where Word. MaxEnt also performed well in recently published
it occurs (Woodhams and Alford, 2005; Rachowicz et al., Bd SDMs by Puschendorf et al. (2009) and Ro¨dder et al.
2006; Pounds et al., 2006; Alford et al., 2007; Bosch et al., (2009) with goals different to our paper. We computed a
2007; Kriger et al., 2007; Kriger and Hero, 2007; Andre logistic output, which produces continuous, linear scaled
et al., 2008; Laurance, 2008; Lips et al., 2008; Ro¨dder et al., maps and allows for fine distinction of modeled suitability
2008; Kielgast et al., 2010). As environmental predictors, six values for Bd. Model validation was performed by calcu-
grid-based bioclimate variables at resolution 2.5 min lating the Area Under the ROC (Receiver Operating
(Hijmans et al., 2001) describing physiologically relevant Characteristics) Curve (AUC), a threshold-independent
parameters for this pathogen (Piotrowski et al., 2004; index widely used in ecological modeling (Manel et al.,
Woodhams and Alford, 2005): annual mean temperature, 2001; Elith et al., 2006). For this purpose, we set aside 25%
maximum temperature of the warmest month, minimum of all chytrid fungus records (randomly chosen) as test
temperature of the coldest month, annual precipitation, points and the remaining ones as training points in our
precipitation of wettest month, precipitation of driest SDM. This procedure was repeated 100 times to evaluate
month, calculated with DIVA GIS 5.4. (www.diva-gis.org) possible variation. Values received (mean AUC,
and based on the Worldclim 1.4. dataset (www. 0.910 ± 0.018; range, 0.861–0.954) suggest that the com-
worldclim.org), representing weather conditions recorded puted SDM is robust with performance of high quality
between 1950 and 2000 at spatial resolution of about (Elith et al., 2006; Phillips et al., 2006). MaxEnt allows
1 9 1 km2 (Hijmans et al., 2005). These parameters have assessing the relative contribution of each variable to the
performed well in previous Bd SDMs (Ron, 2005; Lo¨tters model. Herein, the ‘‘annual mean temperature’’ had the
et al., 2008; Puschendorf et al., 2009; Ro¨dder et al., 2009). highest explanatory power (mean, 44.3 ± 4.7%; range,
Because we expect that the Bd zoospores are able to survive 28.7–53.5%), followed by the ‘‘maximum temperature of
in unfrozen microhabitat, water or on hosts during winter the warmest month’’ (mean, 23.15% ± 4.3%; range, 13.7–
air freezing (Piotrowski et al., 2004), the temperature 36.1%). The mean contribution of all other variables was
minima of the coldest month grids below freezing tem- <10%. MaxEnt calculates a series of possible threshold
perature were pooled and set to 0°C. This approach is values at each run and values greater than it may be
reasonable because such buffered microhabitat climate interpreted as reasonable approximation of a species’ po-
cannot be addressed using Worldclim data, but by doing so tential distribution. Generally, the mean MaxEnt value at
physiological relevant temperature patterns are still the training records is 0.5 (Phillips and Dudı´k, 2008),
reflected. which was used as first threshold as recommended by Liu
Rapid Enigmatic Amphibian Decline of Chytrid Fungus 361
et al. (2005). Furthermore, the uppermost 25% of the lo- unconstrained randomizations of the observed proportions
gistic value was chosen as second threshold (logistic Max- in the two categories using the statistical language R (Team
Ent value of 0.75). The worldwide potential distribution of RDC, 2009). The proportion of enigmatic declines and
Bd that we obtained (Figure 1b) coincides with previous species with total range within Bd suitable area were
similar approaches (Ron, 2005; Lo¨tters et al., 2008; Ro¨dder shuffled across all known species and the number of
et al., 2009). enigmatically declining species falling within Bd suitable
Geographic ranges of 207 amphibian species (see areas were counted. The actual number of rapid enigmatic
Appendix 1) undergoing rapid enigmatic decline were declining species with a range climatically suitable to Bd
downloaded from the GAA (http://www.iucnredlist.org/ was then compared with the null frequency distribution
amphibians/download_gis_page; Figure 1a). One of the and the coincidence regarded significantly higher than ex-
original 207 species (Stuart et al., 2004, 2008), the Ama- pected by chance if the actual number of species fitting
zonian toad Atelopus spumarius, was excluded due to tax- both criteria was higher than the 2.5% right tail of the null
onomic confusion (see Appendix 2). Using ArcGIS 9.2, the frequency distribution.
geographic ranges (GAA shapefiles) of these amphibians The relationship between rapid enigmatic decline and
were overlaid with the computed SDM for the chytrid climatic suitability for Bd was highly significant
fungus. Subsequently, the portion of every species’ distri- (P < 0.0001) for both MaxEnt thresholds (Figure 2).
bution with high climatic suitability (i.e., MaxEnt values A fraction of the Bd records used for modelling
0.5 and 0.75, respectively; Figure 1b) for Bd was cal- occurred in areas of rapid enigmatic amphibian decline
culated (see online supplemental materials). We found that thereby potentially leading to circular conclusion. To test
the worldwide distribution of rapid enigmatic amphibian this possibility we created a SDM using 175 Bd presence
decline (Figure 1a) entirely falls within the potential dis- points situated outside these areas. The resulting map
tribution of Bd. (see Appendix 3) coincides with that shown in Figure 1b
The coincidence between rapid enigmatic declines and supporting our conclusion. A statistical comparison
areas climatically suitable to Bd was statistically examined among both maps using a modified Hellinger distance
by a permutation test. A null frequency distribution for the (I, range 0–1 for no to total coincidence), as proposed
number of rapid enigmatic declines falling within Bd by Warren et al. (2008), revealed a high similarity
suitable areas (MaxEnt 0.5) was obtained by 100.000 (I = 0.90).
Figure 2. Frequency distribution of randomized overlap between from current proportions 100,000 times. The black bar indicates the
rapid enigmatic amphibian decline and MaxEnt values 0.5 (left) actual number of rapid enigmatic declining species with total range
and 0.75 (right). The bars in the histogram indicate frequencies of falling within the Bd suitable areas (i.e., MaxEnt > 0.5: suitable,
respective numbers of species fulfilling both criteria when simulated MaxEnt > 0.75: highly suitable).
362 Stefan Lo¨tters et al.
Some issues concerning the data and methods used
>0.75
Table 1. List of all amphibian species undergoing rapid enigmatic decline as listed in the GAA with their IUCN Red List status and the geographic range size encompassed by them
Portion of species geographic range exhibiting a MaxEnt
0
96
86
100
100
100
100
100
100
herein need to be considered. Our information on the
distribution of the world’s amphibians was obtained from
>0.5
the GAA. Although these data provide the most com-
100
100
100
100
100
100
100
100
100
prehensive and up-to-date information currently avail-
able, the range information of several species is based on
Min 10% training
expert opinions only. The GAA species distribution
record (0.277)
value higher than threshold (%)
polygons in many cases describe the ‘‘extent of occur-
rence’’ and sometimes the ‘‘area of occupancy’’ of each
(www.iucnredlist.org), followed for each species by the portion of its geographic range at the same time suitable to the amphibian chytrid fungus
species rather than providing an exact summary of
100
100
100
100
100
100
100
100
100
existing populations (Gaston and Fuller, 2008). This may
cause an overestimation of the actually suitable areas in
record (0.049)
Min training
widely occurring species, because they may not be hom-
ogenously distributed throughout their range. Worldwide,
100
100
100
100
100
100
100
100
100
these potential errors may not be homogenously distrib-
uted. However, the GAA data represent the best available
Geographic
knowledge.
We have for the first time provided a macro-ecological
(km2)
range
147.4
185.0
191.2
80.0
91.5
38.6
68.7
73.3
67.7
test of whether rapid enigmatic amphibian decline is likely
to have been caused by chytridiomycosis. Our results
A2ace; B1ab(iii,v) + 2ab(iii,v)
A2ace; B1ab(iii,v) + 2ab(iii,v)
strongly support the hypothesis and impact of the
amphibian chytrid fungus on global biodiversity. We con-
clude that rapid enigmatic amphibian declines are heavily
linked to Bd, thus adding data-driven support to previous
A2ace; B2ab(iii,v)
Red List criteria
A2ace; B2ab(v)
A2ace; B2ab(v)
A2ace; B2ab(v)
convictions (Skerratt et al., 2007; Wake and Vredenburg,
(see footnote)
A2a; B2ab(v)
2008). However, we also have identified areas showing high
climatic suitability for Bd from which rapid enigmatic de-
A3ce
cline is unknown (Figure 1b). This may be related to
knowledge gaps in particular areas (Gascon et al., 2007)
(see footnote)
and/or to differences between species susceptibility to Bd
(Bielby et al., 2008). Knowledge gaps are likely because
Red List
category
long-term amphibian monitoring data are, for the most
DD
CR
CR
CR
CR
CR
CR
CR
part of the world, unavailable. Hence, if rapid enigmatic CR
declines have taken place in these under-studied areas, they
Nymphargus oreonympha
are unlikely to have been noticed.
Aromobates leopardalis
Atelopus mucubajiensis
Atelopus chrysocorallus
Atelopus carbonerensis
Aromobates nocturnus
Atelopus sorianoi
Atelopus angelito
Atelopus arthuri
ACKNOWLEDGMENTS
Species
The authors thank Ariadne Angulo and Mike Hoffmann of
Conservation International for being helpful in making
available requested IUCN data.
Aromobatidae
Aromobatidae
Centrolenidae
Bufonidae
Bufonidae
Bufonidae
Bufonidae
Bufonidae
Bufonidae
Family
APPENDIX 1
Anura
Anura
Anura
Anura
Anura
Anura
Anura
Anura
Anura
Order
See Table 1.
Table 1. continued
Order Family Species Red List Red List criteria Geographic Portion of species geographic range exhibiting a MaxEnt
category range value higher than threshold (%)
(see footnote) (see footnote) (km2) Min training Min 10% training >0.5 >0.75
record (0.049) record (0.277)
Anura Bufonidae Atelopus ebenoides CR A2ace + 3ce 1915.1 100 100 100 57
Anura Bufonidae Atelopus erythropus CR A3ce 281.3 100 100 100 1
Anura Bufonidae Atelopus eusebianus CR A3ce 728.6 100 100 100 77
Anura Bufonidae Atelopus exiguus CR A3ce 761.5 100 100 100 100
Anura Bufonidae Atelopus farci CR A2ace; B2ab(iii,v) 99.9 100 100 100 100
Anura Bufonidae Atelopus guanujo CR A2ace 17.9 100 100 100 100
Anura Bufonidae Atelopus guitarraensis CR A3ce 65.8 100 100 100 100
Anura Bufonidae Atelopus laetissimus CR A3ce 151.3 100 100 100 64
Anura Bufonidae Atelopus lozanoi CR A2ace; B2ab(v) 446.3 100 100 100 100
Anura Bufonidae Atelopus lynchi CR A3ce; B1ab(iii,iv,v) 42.2 100 100 100 100
Anura Bufonidae Atelopus mandingues CR A3ce 288.3 100 100 100 100
Anura Bufonidae Atelopus minutulus CR A3ce 23.5 100 100 100 100
Anura Bufonidae Atelopus monohernandezii CR A2e 102.3 100 100 100 29
Anura Bufonidae Atelopus muisca CR A2ace; B2ab(v) 137.0 100 100 100 100
Anura Bufonidae Atelopus nahumae CR A3ce 292.2 100 100 100 79
Anura Bufonidae Atelopus nanay CR A2ace; B2ab(v) 8.2 100 100 100 82
Anura Bufonidae Atelopus nicefori CR A3ce 91.6 100 100 100 91
Anura Bufonidae Atelopus oxyrhynchus CR A2ace 350.3 100 100 100 100
Anura Bufonidae Atelopus pedimarmoratus CR A3ce 97.2 100 100 100 100
Anura Bufonidae Atelopus petriruizi CR A3ce 311.8 100 100 100 100
Anura Bufonidae Atelopus pictiventris CR A3ce 299.6 100 100 100 54
Anura Bufonidae Atelopus pinangoi CR A2ac; B1ab(iii,v) 48.0 100 100 100 100
Anura Bufonidae Atelopus simulatus CR A2ace 351.1 100 100 100 68
Anura Bufonidae Atelopus sonsonensis CR A3ce 356.6 100 100 100 100
Anura Bufonidae Atelopus subornatus CR A3ce 307.7 100 100 100 100
Anura Bufonidae Atelopus tamaensis CR A3ce 66.9 100 100 100 100
Anura Bufonidae Atelopus walkeri CR A3ce 196.0 100 100 100 100
Anura Centrolenidae Centrolene ballux CR A2ac; B2ab(iii,iv,v) 235.2 100 100 100 86
Anura Craugastoridae Craugastor greggi CR A3e 63.3 100 100 100 45
Rapid Enigmatic Amphibian Decline of Chytrid Fungus
Anura Eleutherodactylidae Eleutherodactylus unicolor VU D2 5.0 100 100 100 0
363
364
Table 1. continued
Order Family Species Red List Red List criteria Geographic Portion of species geographic range exhibiting a
category range MaxEnt value higher than threshold (%)
(see footnote) (see footnote) (km2) Min training Min 10% training >0.5 >0.75
record (0.049) record (0.277)
Stefan Lo¨tters et al.
Anura Amphignathodontidae Gastrotheca splendens EN A3c 41.3 100 100 100 100
Anura Ceratophryidae Telmatobius colanensis EN A3e 151.3 100 100 100 71
Anura Ceratophryidae Telmatobius vellardi CR A2ace;B2ab(i,ii,iii,iv,v) 171.5 100 100 100 100
Anura Bufonidae Atelopus sernai CR A2ace 312.5 100 100 100 94
Anura Myobatrachidae Taudactylus pleione CR B1ab(v) + 2ab(v) 152.2 100 100 100 23
Anura Craugastoridae Craugastor escoces EX 1051.3 100 100 100 83
Anura Hylidae Isthmohyla angustilineata CR A2ae 1533.4 100 100 100 85
Anura Ceratophryidae Telmatobius niger CR A2ace 5961.2 100 100 100 97
Anura Bufonidae Atelopus glyphus CR A3ce 341.7 100 100 100 70
Anura Dendrobatidae Hyloxalus vertebralis CR A2ace 5956.1 100 100 100 99
Anura Ceratophryidae Telmatobius brevipes EN A3e 6333.7 100 100 99 47
Anura Amphignathodontidae Gastrotheca riobambae EN A2ac 7398.3 100 100 100 89
Anura Dendrobatidae Hyloxalus anthracinus CR A2ac 2254.1 100 100 98 92
Anura Bufonidae Atelopus senex CR A2ace 1181.9 100 100 99 73
Anura Bufonidae Atelopus nepiozomus CR A3ce 2271.8 100 100 97 69
Anura Bufonidae Atelopus quimbaya CR A3ce 254.4 100 100 97 77
Anura Ranidae Lithobates vibicarius CR A2ace 2773.5 100 100 100 96
Anura Amphignathodontidae Gastrotheca pseustes EN A2ace 12359.1 100 100 100 94
Anura Cycloramphidae Cycloramphus ohausi DD 1026.4 100 100 100 66
Anura Bufonidae Atelopus coynei CR A2ace 2955.3 100 100 100 92
Anura Bufonidae Atelopus bomolochos CR A2ace 11373.4 100 100 99 93
Anura Bufonidae Atelopus chiriquiensis CR A2ace 4600.3 100 100 100 98
Anura Centrolenidae Centrolene lynchi EN B2ab(iii,iv,v) 3388.8 100 100 97 82
Anura Bufonidae Atelopus galactogaster CR A3ce 65.2 100 100 90 0
Anura Dendrobatidae Hyloxalus pulchellus VU A2ace; B1ab(i,ii,iii, iv,v) 17380.8 100 100 96 44
Anura Craugastoridae Craugastor emcelae CR A3ce 1799.7 100 99 89 56
Anura Eleutherodactylidae Eleutherodactylus wightmanae EN A4ae; B1ab(v) 197.1 100 99 86 0
Anura Hylidae Scinax heyeri DD 1320.3 100 98 95 0
Anura Centrolenidae Centrolene heloderma CR A2ac 5143.5 100 99 88 31
Anura Bufonidae Atelopus peruensis CR A2ace 23124.3 100 98 91 48
Table 1. continued
Order Family Species Red List Red List criteria Geographic Portion of species geographic range exhibiting a
category range MaxEnt value higher than threshold (%)
(see footnote) (see footnote) (km2) Min training Min 10% training >0.5 >0.75
record (0.049) record (0.277)
Anura Cycloramphidae Thoropa saxatilis NT 6374.4 100 100 100 0
Anura Hylidae Agalychnis annae EN A2abe 4044.1 100 98 86 42
Anura Bufonidae Leptophryne cruentata CR A2ac 712.0 100 96 77 30
Anura Eleutherodactylidae Eleutherodactylus orcutti CR A2ace 313.6 100 92 74 0
Anura Bufonidae Atelopus planispina CR A2ace 3242.9 100 98 76 3
Anura Dendrobatidae Hyloxalus elachyhistus EN A2ac; B2ab(iii,iv,v) 11103.3 100 97 77 51
Anura Hylidae Bromeliohyla bromeliacia EN A2ace 7264.6 100 94 78 33
Anura Bufonidae Atelopus pachydermus CR A2ace 9000.0 100 90 61 24
Anura Bufonidae Atelopus mindoensis CR A2e 3966.8 100 76 73 48
Anura Bufonidae Atelopus cruciger CR A2ace 7179.2 100 89 79 24
Anura Bufonidae Atelopus reticulatus CR A3ce 69.2 100 100 59 0
Anura Bufonidae Atelopus carrikeri CR A3ce 647.1 100 95 59 30
Anura Cycloramphidae Thoropa petropolitana VU B1ab(iii,v) + 2ab(ii,iii,iv,v) 19140.5 100 100 92 29
Anura Craugastoridae Craugastor fecundus CR A2ace 152.6 100 55 52 10
Anura Dendrobatidae Hyloxalus lehmanni NT 77330.3 100 95 82 48
Anura Hylidae Duellmanohyla uranochroa CR A2ace 14928.4 100 90 72 46
Anura Hylidae Bokermannohyla claresignata DD 9909.7 100 98 79 19
Anura Hylidae Plectrohyla dasypus CR A2ace;B1ab(iii,v) + 2ab(iii,v) 280.3 100 86 49 10
Anura Myobatrachidae Taudactylus eungellensis CR B2ab(v) 384.4 100 100 50 8
Anura Hylidae Plectrohyla thorectes CR A2ace 369.7 100 74 47 0
Anura Bufonidae Atelopus tricolor VU A3ce 42472.2 100 91 75 15
Anura Ceratophryidae Telmatobius marmoratus VU A3cde 193559.1 100 99 64 5
Anura Eleutherodactylidae Eleutherodactylus jasperi CR A2ae;B2ab(i,ii,iv,v) 158.3 100 100 46 0
Anura Bufonidae Atelopus varius CR A2ace 21998.4 100 94 70 38
Anura Bufonidae Atelopus famelicus CR A2ace 231.5 100 94 44 0
Anura Hylidae Charadrahyla altipotens CR A2ace 11.8 100 100 43 0
Anura Eleutherodactylidae Eleutherodactylus gryllus EN B1ab(v) 1416.8 100 77 51 0
Anura Bufonidae Atelopus balios CR A2ace 380.8 100 65 41 8
Anura Cycloramphidae Thoropa lutzi EN B1ab(iii,v) + 2ab(iii,v) 20655.2 100 98 78 16
Rapid Enigmatic Amphibian Decline of Chytrid Fungus
Anura Hylidae Agalychnis moreletii CR A3e 38139.0 100 83 64 23
365
366
Table 1. continued
Order Family Species Red List Red List criteria Geographic Portion of species geographic range exhibiting a
category range MaxEnt value higher than threshold (%)
(see footnote) (see footnote) (km2) Min training Min 10% training >0.5 >0.75
record (0.049) record (0.277)
Stefan Lo¨tters et al.
Anura Eleutherodactylidae Eleutherodactylus eneidae CR A2ae 1947.4 100 86 48 0
Anura Myobatrachidae Taudactylus rheophilus CR A2ac; B2ab(v) 5140.6 100 86 58 0
Anura Bufonidae Atelopus limosus EN B1ab(iii) 453.3 100 100 37 5
Anura Hylidae Litoria nyakalensis CR D 12745.5 100 94 67 0
Anura Eleutherodactylidae Eleutherodactylus portoricensis EN A4ae 2335.7 100 82 43 0
Anura Myobatrachidae Mixophyes fleayi EN B2ab(ii,iii,iv,v) 21384.0 100 100 100 35
Anura Hylidae Plectrohyla guatemalensis CR A3e 58900.4 100 79 53 11
Anura Hylidae Hylomantis lemur CR A4ace 16873.9 99 75 51 17
Anura Hylidae Litoria rheocola EN A2ae 16602.7 100 88 55 0
Anura Hylidae Litoria pearsoniana NT 46975.0 100 100 100 30
Anura Bufonidae Atelopus longibrachius EN A3ce; B1ab(iii) 1018.4 72 44 24 0
Anura Eleutherodactylidae Eleutherodactylus richmondi CR A3ce 321.3 100 75 25 0
Anura Myobatrachidae Taudactylus acutirostris CR A2ace; B2ab(i,ii,iii,iv,v); C2a(i); D 15975.6 100 87 54 0
Anura Hylidae Litoria booroolongensis CR B2ab(i,ii,iii,iv,v) 189373.9 100 100 83 10
Anura Bufonidae Atelopus boulengeri CR A3ce 2389.0 100 78 23 0
Anura Bufonidae Atelopus halihelos CR A2ace; B1ab(iii) + 2ab(iii) 21.9 100 100 22 0
Anura Hylidae Litoria nannotis EN A2ae 20841.3 100 80 49 0
Anura Hylidae Litoria dayi EN A2ac 20670.5 100 80 47 0
Anura Hylidae Litoria aurea VU A2ace 263375.4 100 100 95 34
Anura Eleutherodactylidae Eleutherodactylus locustus CR A4ae 560.8 100 55 20 0
Anura Hylidae Litoria spenceri CR B2ab(ii,iii,iv,v) 25923.5 100 100 26 0
Anura Bufonidae Atelopus elegans CR A2ace 9228.5 100 60 37 4
Anura Cycloramphidae Rhinoderma darwinii VU A2ace 166596.5 100 100 61 6
Anura Eleutherodactylidae Eleutherodactylus hedricki EN B1ab(v) 1724.0 100 58 19 0
Anura Hylidae Litoria lorica CR D 1280.0 100 44 14 0
Anura Bufonidae Atelopus zeteki CR A2ace 1625.0 100 44 10 0
Anura Hylidae Litoria raniformis EN A2ae 1159458.8 100 96 63 18
Anura Bufonidae Atelopus andinus CR A3ce 2453.1 99 40 7 0
Anura Limnodynastidae Adelotus brevis NT 612412.2 100 91 56 13
Anura Bufonidae Atelopus chocoensis CR A3ce 345.5 100 69 6 0
Table 1. continued
Order Family Species Red List Red List criteria Geographic Portion of species geographic range exhibiting a
category range MaxEnt value higher than threshold (%)
(see footnote) (see footnote) (km2) Min training Min 10% training >0.5 >0.75
record (0.049) record (0.277)
Anura Myobatrachidae Pseudophryne pengilleyi EN B1ab(ii,iv,v) + 2ab(ii,iv,v) 1668.4 100 100 5 0
Anura Hylidae Osteopilus pulchrilineatus EN B2ab(iii,v) 35131.2 92 26 15 5
Anura Ranidae Lithobates warszewitschii LC 162917.0 99 57 24 6
Anura Eleutherodactylidae Eleutherodactylus coqui LC 16045.2 100 26 10 0
Anura Aromobatidae Allobates olfersioides VU A2a; B2ab(iii) 373528.2 100 57 23 2
Anura Bufonidae Atelopus seminiferus CR A3ce 2285.7 100 69 3 0
Anura Bufonidae Atelopus pulcher CR A2ace 9373.0 63 27 4 0
Anura Ranidae Rana muscosa EN B2ab(ii,iv,v); C2a(i) 24198.3 97 65 3 0
Anura Bufonidae Atelopus spurrelli VU A3ce 24420.4 66 24 10 0
Anura Ranidae Lithobates tarahumarae VU A3e 125961.6 100 36 1 0
Anura Myobatrachidae Pseudophryne corroboree CR A2ace + 3ce; B2ab(ii,iii,iv,v); C1 1653.3 100 98 0 0
Anura Dicroglossidae Nanorana pleskei NT 197637.9 100 19 0 0
Anura Limnodynastidae Philoria frosti CR A2ace; B1ab(ii,iii,iv,v) + 2ab(ii,iii,iv,v); C2b 165.1 100 100 0 0
Anura Bufonidae Atelopus spumarius Excluded from analysis here, see Appendix 2
Anura Bufonidae Anaxyrus baxteri EW 185.9 100 0 0 0
Anura Bufonidae Anaxyrus boreas NT 6487261.0 82 10 2 0
Anura Bufonidae Anaxyrus canorus EN A2ae 16448.7 100 45 0 0
Anura Craugastoridae Craugastor saltuarius CR A2ace 314.4 100 89 88 22
Anura Hylidae Hyloscirtus colymba CR A4ace 16792.2 100 73 50 15
Anura Leiopelmatidae Leiopelma archeyi CR A2ae 1193.6 100 100 100 0
Anura Aromobatidae Mannophryne olmonae CR A2ae; B1ab(v) 104.0 100 16 0 0
Anura Bufonidae Nectophrynoides asperginis CR B1ab(ii,iii,v) + 2ab(ii,iii,v) 0.1 100 100 0 0
Caudata Plethodontidae Aneides aeneus NT 270921.7 100 38 0 0
Anura Bufonidae Atelopus arsyecue CR A3ce 75.8 100 100 87 24
Anura Bufonidae Atelopus carauta CR A3ce 142.5 100 99 0 0
Anura Bufonidae Atelopus certus EN A3ce 107.1 100 86 0 0
Anura Bufonidae Atelopus flavescens VU A3ce 488.8 100 75 0 0
Anura Bufonidae Atelopus franciscus VU A3ce 28755.6 96 35 0 0
Anura Bufonidae Atelopus ignescens EX 10189.7 100 100 99 78
Rapid Enigmatic Amphibian Decline of Chytrid Fungus
367
368
Table 1. continued
Order Family Species Red List Red List criteria Geographic Portion of species geographic range exhibiting a
category range MaxEnt value higher than threshold (%)
(see footnote) (see footnote) (km2) Min training Min 10% training >0.5 >0.75
record (0.049) record (0.277)
Stefan Lo¨tters et al.
Anura Bufonidae Atelopus longirostris EX 3620.5 100 80 77 59
Caudata Hynobiidae Batrachuperus pinchonii VU A2ad 183039.4 100 87 21 0
Caudata Plethodontidae Bolitoglossa pesrubra VU A2ace 799.1 100 100 100 98
Caudata Plethodontidae Bolitoglossa subpalmata EN B1ab(v) 1702.3 100 100 99 88
Anura Hylidae Bromeliohyla dendroscarta CR A2ace 2043.2 100 69 54 11
Caudata Plethodontidae Chiropterotriton cracens EN B1ab(v) 49.3 100 87 19 0
Anura Craugastoridae Craugastor angelicus CR A2ace 972.5 100 93 73 39
Anura Craugastoridae Craugastor berkenbuschii NT 62930.4 100 63 52 22
Anura Craugastoridae Craugastor catalinae CR A2ace 1306.7 100 100 100 100
Anura Craugastoridae Craugastor chrysozetetes EX 56.5 100 92 92 17
Anura Craugastoridae Craugastor emleni CR A2ace; B2ab(v) 844.4 100 97 83 27
Anura Craugastoridae Craugastor epochthidius CR A3ce 487.9 98 33 16 5
Anura Craugastoridae Craugastor fleischmanni CR A2ace 3362.9 100 100 97 73
Anura Craugastoridae Craugastor guerreroensis CR A2ace 7.3 100 0 0 0
Anura Craugastoridae Craugastor laevissimus EN A2ace 34170.1 99 65 41 3
Anura Craugastoridae Craugastor lineatus CR A3e 17200.0 100 89 71 23
Anura Craugastoridae Craugastor merendonensis CR A2ace; B1ab(v) + 2ab(v) 46.3 100 96 57 0
Anura Craugastoridae Craugastor milesi EX 445.6 100 70 38 7
Anura Craugastoridae Craugastor olanchano CR A2ace 636.0 100 68 3 0
Anura Craugastoridae Craugastor polymniae CR A2ace 331.2 100 100 59 9
Anura Craugastoridae Craugastor ranoides CR A2ace 41709.7 98 56 33 9
Anura Craugastoridae Craugastor sabrinus EN A2ace 7621.7 100 90 34 0
Anura Craugastoridae Craugastor sandersoni EN A2ace 6137.9 100 88 38 1
Anura Craugastoridae Craugastor stadelmani CR A2ace 846.6 100 92 80 13
Anura Hylidae Ecnomiohyla echinata CR A2ace 35.3 100 100 98 29
Anura Eleutherodactylidae Eleutherodactylus schmidti CR A2ace 13489.2 95 39 27 15
Anura Eleutherodactylidae Eleutherodactylus symingtoni CR A2ace; B2ab(iii,v); C1 276.2 100 17 0 0
Anura Hylidae Hyla bocourti CR A2ace 762.4 100 100 96 60
Anura Dendrobatidae Hyloxalus delatorreae CR B2ab(iii,iv,v) C2a(ii) 183.1 100 100 100 100
Anura Bufonidae Incilius fastidiosus CR A2ace 328.5 100 100 100 100
Table 1. continued
Order Family Species Red List Red List criteria Geographic Portion of species geographic range exhibiting a MaxEnt
category range value higher than threshold (%)
(see footnote) (see footnote) (km2) Min training Min 10% training >0.5 >0.75
record (0.049) record (0.277)
Anura Bufonidae Incilius holdridgei EX 235.5 100 100 100 100
Anura Bufonidae Incilius periglenes EX 147.8 100 100 100 82
Anura Bufonidae Incilius peripatetes CR A3ce 131.1 100 100 100 72
Anura Hylidae Isthmohyla calypsa CR A2ace 326.8 100 100 100 100
Anura Hylidae Isthmohyla debilis CR A2ace 2032.1 100 98 72 41
Anura Hylidae Isthmohyla graceae CR A2ace 1917.7 100 100 90 52
Anura Hylidae Isthmohyla rivularis CR A2ace 7137.4 100 100 94 70
Anura Hylidae Isthmohyla tica CR A2ace 6143.1 100 100 93 73
Anura Ranidae Lithobates omiltemanus CR B2ab(iii,v) 1189.3 86 33 25 1
Anura Hylidae Megastomatohyla pellita CR A2ace 1177.8 100 80 53 23
Anura Hylidae Plectrohyla hartwegi CR A3e 5891.1 100 90 78 44
Anura Hylidae Plectrohyla hazelae CR A2ace 545.5 100 77 75 28
Anura Strabomantidae Pristimantis urichi EN A2ae 3442.7 100 3 0 0
Caudata Plethodontidae Pseudoeurycea bellii VU A2ace 197983.0 100 88 70 10
Caudata Plethodontidae Pseudoeurycea smithi CR A2ace 265.0 100 100 100 56
Anura Myobatrachidae Rheobatrachus silus EX 1741.3 100 100 100 22
Anura Myobatrachidae Rheobatrachus vitellinus EX 149.7 100 100 67 14
Anura Myobatrachidae Taudactylus diurnus EX 4798.3 100 100 100 21
Caudata Plethodontidae Thorius narisovalis CR A2ab + 4ab; B1ab(ii,v) 84.2 100 100 100 41
Caudata Plethodontidae Thorius pennatulus CR A2ac + 4ac 811.2 100 100 100 71
Abbreviations used for IUCN Red List categories (for definitions and criteria see www.iucn.redlist.org).
EX extinct; VU vulnerable; EW extinct in the wild; LC least concern; CR critically endangered; DD data deficient; EN endangered.
Rapid Enigmatic Amphibian Decline of Chytrid Fungus
369
370 Stefan Lo¨tters et al.
APPENDIX 2 gion have not (Lo¨tters et al., 2005; Rueda-Almonacid et al.,
2005; Luger et al., 2008). Because there is no other
Exclusion of one species due to insufficient taxonomic amphibian species from this remarkably large area,
status. Under the GAA, one Atelopus population from the encompassed by A. spumarius (excluding the undescribed
Amazon versant of the Andes in Ecuador was allocated to species), which has suffered from rapid decline at all,
A. spumarius due to morphological resemblance. However, inclusion of the GAA shapefile for A. spumarius would have
this Andean population represents an undescribed species misled our study.
and is not conspecific with any of the populations from the
Amazon basin and the adjacent Guyana Shield which ten-
tatively have been referred to as A. spumarius (Lo¨tters et al.,
2002; Rueda-Almonacid et al., 2005). Although the unde- APPENDIX 3
scribed species has experienced rapid enigmatic decline,
those from the Amazon lowlands or adjacent Guyana re- See Figure 3.
Figure 3. Worldwide potential distribution of the amphibian records for this pathogen used for SDM calculation, all located
chytrid fungus (based on a MaxEnt SDM and six ‘‘bioclimate’’ outside areas of rapid enigmatic amphibian decline, are indicated by
variables), with higher values indicating higher suitability. The 175 dots.
Rapid Enigmatic Amphibian Decline of Chytrid Fungus 371
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Vol. 85: 7–14, 2009 DISEASES OF AQUATIC ORGANISMS
Published May 27
doi: 10.3354/dao02060 Dis Aquat Org
Ranavirus in wild edible frogs
Pelophylax kl. esculentus in Denmark
Ellen Ariel1, 7,*, Jos Kielgast2, Hans Erik Svart3, Knud Larsen4, Hannele Tapiovaara5,
Britt Bang Jensen1, 6, Riikka Holopainen5
1
National Veterinary Institute, Technical University of Denmark, Hangøvej 2, 8200 Århus N, Denmark
2
Department of Biology, Section for Microbiology and Evolution, University of Copenhagen, Universitetsparken 15,
2100 Copenhagen, Denmark
3
Danish Forest and Nature Agency, Haraldsgade 53, 2100 Copenhagen Ø, Denmark
4
Council of Slagelse, Dahlsvej 3, Korsør 4220, Denmark
5
Department of Veterinary Virology, Finnish Food Safety Authority Evira, Mustialankatu 3, Helsinki, Finland
6
Department of Large Animal Sciences, Faculty of Life Sciences, University of Copenhagen, Grønnegårdsvej 8,
1870 Frederiksberg C, Denmark
7
Present address: School of Veterinary and Biomedical Sciences, James Cook University, Douglas Campus,
Townsville, Queensland 4811, Australia
ABSTRACT: A survey for the amphibian pathogens ranavirus and Batrachochytrium dendrobatidis
(Bd) was conducted in Denmark during August and September 2008. The public was encouraged via
the media to register unusual mortalities in a web-based survey. All members of the public that reg-
istered cases were interviewed by phone and 10 cases were examined on suspicion of disease-
induced mortality. All samples were negative for Bd. Ranavirus was isolated from 2 samples of
recently dead frogs collected during a mass mortality event in an artificial pond near Slagelse, Den-
mark. The identity of the virus was confirmed by immunofluorescent antibody test. Sequencing of the
major capsid protein gene showed the isolate had more than 97.3% nucleotide homology to 6 other
ranaviruses.
KEY WORDS: Ranavirus · Batrachochytrium dendrobatidis · Rana kl. esculenta · Pelophylax kl.
esculentus · Amphibian declines · Survey · Frogs · Amphibians
Resale or republication not permitted without written consent of the publisher
INTRODUCTION viruses are part of the cause of amphibian declines
across the world (Cunningham et al. 1996, Chinchar
The recent listing of Batrachochytrium dendrobatidis 2002, Green et al. 2002, Docherty et al. 2003, Pearman
(Bd) and ranavirus infection in amphibians by the et al. 2004, Greer et al. 2005, Jancovich et al. 2005).
World Organisation for Animal Health (OIE) reflects a The type species of the ranavirus genus, frog virus 3
global concern for the health of farmed and declines of (FV3), was isolated for the first time in 1965 (Granoff et
wild populations of amphibians (OIE 2008). Reports on al. 1965, Rafferty 1965). In Europe, ranaviruses were
ranavirus disease in amphibians are listed in the litera- isolated from moribund edible frogs Pelophylax kl.
ture (Speare & Smith 1992, Kanchanakhan et al. 2002 esculentus (formerly Rana kl. esculenta) in Croatia
Zupanovic et al. 1998, Zhang et al. 2001, Green et al. (Fijan et al. 1991) and Italy (G. Bovo pers. comm.) and
2002, Weng et al. 2002, Greer et al. 2005, Fox et al. from wild populations of the common frog Rana tempo-
2006) and several publications indicate that rana- raria in the UK (Drury et al. 1995). The origin of these
*Email: ellen.ariel@jcu.edu.au © Inter-Research 2009 · www.int-res.com
8 Dis Aquat Org 85: 7–14, 2009
viruses is unknown, as is the influence of ranaviral dis- (EPC) cells (Fijan et al. 1983) at 21°C. Titrations were
ease on the wild populations of amphibians in Europe. carried out as 6 well replicates in 96 well plates with
As part of the project Risk Assessment of New and 10-fold dilutions of the viral inoculum on EPC cells at
Emerging Systemic Iridoviral Diseases for European 21°C. The progress of cytopathic effect (CPE) was
Fish and Aquatic Ecosystems (RANA), a survey was observed by light microscope and recorded at regular
conducted in several European countries to gain intervals with the final reading 7 d after inoculation.
knowledge of the current presence of ranaviruses in The titre was calculated as TCID50 ml–1 according to
wild amphibian populations. In Denmark, the public the Reed & Muench (1938) method for end-point
was engaged in the survey to broaden the chances of titrations.
identifying and registering unusual amphibian mortal- PCR for Bd. The diagnostic swabs were stored at
ities in the wild populations. The results of the Danish –20°C until processed. DNA was extracted and
survey are reported here. analysed via realtime PCR following Boyle et al. (2004)
with minor modifications. The tip of each swap was cut
off into a screw top Eppendorf tube with 60 µl of Prep-
MATERIALS AND METHODS Man Ultra (Applied Biosystems) and 30 to 40 mg of zir-
conium/silica beads (0.5 mm diameter, Biospec Prod-
Survey of amphibian mortality. The purpose of the ucts) added. The samples were homogenised for 45 s
survey was to identify amphibians that had died due and subsequently centrifuged (30 s at 13 000 × g in a
to an infectious disease and the questionnaire was microfuge) to pellet the material. Homogenisation and
therefore designed to filter out other causes. The centrifugation was repeated. The homogenised sample
questionnaire covered the contact details of the was placed in a heating block at 100°C for 10 min,
reporting person, the location and date of the cooled for 2 min and then centrifuged at 13 000 × g for
observed amphibian(s), the perceived cause of death, 3 min in a microfuge. The supernatant was recovered
type of amphibian, number of dead and/or affected and a subsample of this DNA extract diluted 10–1 in
animals and details of previous similar incidences. water for further analysis.
The questionnaire could be accessed via the RANA DNA samples were analysed by real-time PCR using
project’s website and was active during August and primers ITS-1 Chytr and 5.8S Chytr with a minor
September 2008. A statement was released to the groove binder probe ChytrMGB2 (GenBank accession
media in early August 2008 to draw public attention no. AY598034). The specificity of the assay has been
to the survey. If a case of mortality was registered as confirmed against 26 other Chytridiomycetes (Boyle et
potentially induced by infectious disease, the respon- al. 2004). All samples and amplification standards of
der to the survey was instructed to freeze the dead 0.1, 1, 10 and 100 genome equivalents were run in
amphibian until contacted by a scientist. The scientist duplicate together with a positive extraction, a nega-
conducted a secondary screening via a telephone tive extraction and a no template control (distilled
interview to determine which cases should be submit- water). Twenty µl of TaqMan mastermix/primers/
ted to the National Veterinary Institute of Denmark probe/distilled water and 5 µl of sample, standard or
for further investigation under permit no. SNS-441- control was pipetted into each well. The plate was then
00104. Follow-up investigation on the positive cases centrifuged at 2750 × g for 3 min and samples were
was carried out as collaboration between the National screened using default amplification settings on an
Veterinary Institute, the Council of Slagelse and the ABI prism 7700. Samples were identified as positive for
Danish Forest and Nature Agency. Extensive testing Bd if a clear log-linear amplification was observed for
for environmental pollutants in the water was carried both replicates and genomic equivalents quantified
out (Højvang Environmental Laboratory, 4293 Diana- according to the standards.
lund, Denmark) and weather patterns were consulted Immunofluorescent antibody test. Supernatant from
for the period of the outbreak in the archives of the samples inducing CPE in the cell cultures were inocu-
Danish Meteorological Institute (www.dmi.dk). lated onto EPC cells in 96 well plates and incubated for
Laboratory examination. Thawed amphibian speci- 24 h at 24°C, using negative cell culture supernatant as
mens were examined for gross lesions. Prior to dissec- negative control and epizootic hematopoietic necrosis
tion, diagnostic skin swabs for Bd were taken using virus (EHNV; kindly supplied by R. Whittington, Uni-
fine tip dry-swabs (MW100, Medical Wire and Equip- versity of Sydney, Australia) as positive control. They
ment) according to the standard protocol by Hyatt et were then rinsed and fixed in 80% acetone prior to
al. (2007). Spleen, liver, lung, kidney and heart tissues staining for immunofluorescence as described by Jør-
were pooled for each animal and examined according gensen et al. (1989). Briefly, primary antibodies (poly-
to standard virological techniques for fish tissues clonal rabbit sera) produced against European catfish
(Anonymous 2001) in epithelioma papulosum cyprini virus (ECV) (Bovo et al. 1993; kindly provided by G.
Ariel et al.: Ranavirus in Danish frogs 9
Bovo, Instituto Zooprofilattico Sperimentale delle dition for testing (7 Bufo bufo, 2 Rana temporaria and 1
Venezie, Italy) was diluted 1:800 in phosphate Pelophylax esculentus). Most of these were single frog
buffered saline (PBS) without Ca2+ and Mg2+ and used incidences, but in 2 cases mass mortality was reported:
as the primary antibody. This antibody cross-reacts B. bufo near Ebeltoft and P. esculentus from a pond
with other ranavirus isolates and is specific to near Slagelse, Denmark. The B. bufo mass mortality
ranaviruses (G. Bovo pers. comm.). The plates were appeared to be caused by extreme arid conditions.
then incubated for 30 min at 37°C. Rhodamine- Two individual samples (case nos. 2008-50-282-1 and
conjugated swine-anti-rabbit IgG (F0205, Dako) was -2) from the P. esculentus mass mortality near Slagelse
applied as secondary antisera in a dilution of 1:100 in tested positive for ranavirus. The landowner reported
PBS for 30 min at 37°C. The samples were examined approximately 1200 dead frogs over the course of the
for immunofluorescent staining by fluorescence micro- weekend of 3–4 August 2008. For 2 wk prior to this he
scope. had occasionally noticed dead frogs in the area, but the
PCR, DNA sequencing and DNA sequence analysis bulk of the population in the pond perished over those
for ranavirus. The viral DNA was extracted from the few days and hardly any were left after the main die-
infected EPC cells by a QiaAmp DNA Mini Kit (Qia- off. The frogs were found dead in resting position
gen) according to the manufacturer’s protocol. The along the edge of a shallow (1 m deep) artificial pond.
complete major capsid protein (MCP; 1392 bp) gene of No clinical signs were observed. The pond was dug out
the 2 Pelophylax esculentus viral isolates, case nos. 9 yr previously and situated in the middle of a grazing
2008-50-283-1 and -2 (PEV-DK1 and PEV-DK2), was field with very little vegetation along the edge, no agri-
amplified using PCR primers and conditions published cultural activity nearby and no water flowing through
by Hyatt et al. (2000, modified from their Table 4) it. The invertebrate fauna (including introduced Asta-
(Table 1). The PCR products were sequenced using a cus astacus) and the fish in the lake (Cyprinus carpio)
Big Dye Terminator v1.1 Cycle Sequencing Kit appeared healthy and were not investigated. The air
(Applied Biosystems) and an ABI PRISM 3100-Avant temperatures leading up to and during the period of
Genetic Analyzer (Applied Biosystems). The sequence the outbreak were unusually high and the weather
data was analyzed with Sequencing Analysis Software was described as a heat wave for Danish climate con-
5.1 (Applied Biosystems) and multiple sequence align- ditions: the maximum air temperature for that week
ments were done with CLUSTAL_X 1.81 (Thompson et was registered as 30.7°C for the area (www.dmi.dk).
al. 1997). The values for sequence pair percent identity All samples in the 10 cases were negative for Bd.
were calculated by the MegAlign program from the Samples from 2 wild Pelophylax esculentus from the
Lasergene 7.1 application package (DNASTAR). same location near Slagelse (case nos. 2008-50-283-1
and -2) produced CPE in cell culture. The titers of virus
in the organs were 7 × 104 and 2.3 × 107 TCID50 ml–1 for
RESULTS the 2 samples, respectively. Cultures infected with
these isolates stained positive for ranavirus using the
The press release created a good deal of interest immunofluorescent antibody technique. Pelophylax
with the media in Denmark: 11 websites (4 news sites, esculentus viral isolates (PEV-DK1 and PEV-DK2)
6 environmental associations), 2 newspapers and 2 were 100% identical and showed more than 97.3%
radio stations published the story. The web survey nucleotide similarity when compared to the previously
returned 25 cases which were potentially induced by published MCP gene sequences of other ranaviruses:
infectious disease. After telephone interviews, 13 cases frog virus 3 (FV3), AY548484; Bohle iridovirus (BIV),
were submitted, out of which 10 were of a suitable con- AY187046; epizootic hematopoietic necrosis virus
Table 1. PCR primers for amplifying the major capsid protein (MCP) gene of ranaviruses (Hyatt et al. 2000 adapted from
their Table 4, with permission). Primer position is relative to the initiator nucleotide of the epizootic hematopoietic necrosis
virus MCP gene
Primer designation Primer position Nucleotide sequence (5’ to 3’)
MCP-1 –27 to + 3 CAC CGT GTA TCT TAT AAT AAA AAG GAA ATG
MCP-2R 516 to 498 GGC TCC GTC CTG GCC TGT G
MCP-3 443 to 468 GAG GCC AAG CGC ACA GGC TAC
MCP-4R 959 to 940 TTG GAG CCG ACG GAA GGG TG
MCP-5 900 to 920 CGC AGT CAA GGC CTT GAT GT
MCP-6R 1484 to 1463 AAA GAC CCG TTT TGC AGC AAA C
10 Dis Aquat Org 85: 7–14, 2009
(EHNV), AY187045; Ambystoma tigrinum virus (ATV), Denmark is on the northern border of the range of
NC_ 005832; tiger frog virus (TFV), AF389451; and Pelophylax esculentus, and populations are frag-
Rana esculenta virus (REV), REV 282/I02 (Holopainen mented and have decreased over the last decades (Fog
et al. 2009) (Table 2). et al. 1997). These circumstances make this species
The amino acid sequence alignment of PEV-DK1 particularly vulnerable to disease.
and PEV-DK2 MCP genes with other ranaviruses is Interviews with the landowner at the site near
presented in Fig. 1. The MCP gene sequence of PEV- Slagelse where the Pelophylax esculentus mortality
DK1 was submitted to GenBank with accession no. was detected did not cast light on a possible pathway
FJ515796. Laboratory tests (Højvang Environmental of introduction of this virus into the pond. However,
Laboratory) for environmental pollutants in the water ranaviruses are causing disease outbreaks in frogs on
(pesticides, solvents, phenols and components of oil all continents except for Africa and Antarctica
and sulphur) were all negative. (Williams et al. 2005); therefore, the presence of
ranavirus in the environment is not an unusual obser-
vation (Green et al. 2002). Further epidemiological
DISCUSSION studies may cast light on the origin of this isolate.
A very high density of frogs was observed in and
Amphibians are cryptic by nature and individuals near the aforementioned pond over the summer. In the
dying of natural causes are rarely noticed before they weeks prior to the outbreak the weather was unusually
are scavenged or decompose. Creating and utilising warm and the temperature of the water in the pond
public awareness in surveys can increase the chances would have reflected this. There was no shade around
of detecting disease-induced mortality in cryptic taxa or near the pond for the frogs to shelter. These excep-
like amphibians. Our survey led to the discovery of one tional environmental conditions could affect the
of the most severe ranavirus-associated mass die-offs immunological response of the frogs and induce condi-
observed in a free-living amphibian population. Only tions for rapid spread and high pathogenicity of the
one case of those reported in the survey was positive virus (Jancovich et al. 1997, Carey et al. 1999, Brunner
for ranavirus and none for Bd. With all the public atten- et al. 2005). Water analysis did not reveal any known
tion and only one case of ranavirus detected, it is likely pollutants and both frogs submitted from the site were
that outbreaks caused by ranavirus or chytrid fungus negative for Bd and positive for ranavirus with high
of this proportion were unusual in Denmark during this titres in the organs. Based on previous reports con-
period. cerning the epidemiology of ranavirus disease in
Frog farming is a rarity in northern Europe, and amphibians (Jancovich et al. 1997, Green et al. 2002,
ranavirus infection in amphibians would therefore not Pearman et al. 2004, Rojas et al. 2005), it is highly likely
have any commercial impact. However, the effect of that the infection caused or contributed to the deaths of
ranavirus on wild populations of amphibians is poten- the frogs in this population. Challenge studies of frogs
tially devastating. All amphibians are protected under with this isolate would further clarify its role in the epi-
statutory order in Denmark due to the general threat of zootic, especially by enabling pathological investiga-
extinction (Anonymous 2007). If the virus spreads in tion of fresh specimens.
wild populations of amphibians it may have severe Repetitive isolations of ranavirus from moribund edi-
consequences on the infected populations of amphib- ble frogs (11 positive out of 16 samples over an 11 yr
ians, other susceptible species and their predators. period) collected from the wild and kept for commer-
Table 2. Nucleotide sequence similarity (%) of complete major capsid protein gene (1392 bp) of Danish Pelophylax esculentus
viral isolates (PEV-DK-2008-50-283-1 and -2) compared to other ranaviruses. REV 282/I02: Rana esculenta virus 282/I02;
FV3: frog virus 3; BIV: Bohle iridovirus; EHNV: epizootic hematopoietic necrosis virus; ATV: Ambystoma tigrinum virus;
TFV: tiger frog virus
Isolate Nucleotide sequence similarity (%) Host species GenBank accession nos.
PEV-DK1 100 Pelophylax esculentus FJ515796
PEV-DK2 100 Pelophylax esculentus FJ515796
REV 282/I02 99.6 Pelophylax esculentus Holopainen et al. (2009)
FV3 98.3 Rana pipiens AY548484
BIV 98.4 Limnodynates ornatus AY187046
EHNV 98.8 Pelophylax fluviatilis AY187045
ATV 97.3 Ambystoma tigrinum NC_005832
TFV 98.4 Rana tigrina AF389451
Ariel et al.: Ranavirus in Danish frogs 11
* 20 * 40 * 60
FV3 : MSSVTGSGITSGFIDLATYDNLERAMYGGSDATTYFVKEHYPVGWFTKLPSLAAKMSGNP
BIV : ......L.....................................................
EHNV : ............................................................
ATV : .........................I..................................
TFV : ............................................................
PEV_DK1 : ............................................................
PEV_DK2 : ............................................................
* 80 * 100 * 120
FV3 : AFGQQFSVGVPRSGDYILNAWLVLKTPEVELLAANQLGDNGTIRWTKNPMHNIVESVTLS
BIV : ............................................................
EHNV : .............................K.........................N.N..
ATV : .................I...........K........E................N.N..
TFV : ......................................E.....................
PEV_DK1 : .............................K.........................N.N..
PEV_DK2 : .............................K.........................N.N..
* 140 * 160 * 180
FV3 : FNDISAQSFNTAYLDAWSEYTMPEAKRTGYYNMIGNTSDLINPAPATGQDGARVLPAKNL
BIV : ...........................I................................
EHNV : ...........................I.....................N..........
ATV : ...........................I.....................NE.........
TFV : ...........................I................................
PEV_DK1 : ...........................I.....................N..........
PEV_DK2 : ...........................I.....................N..........
* 200 * 220 * 240
FV3 : VLPLPFFFSRDSGLALPVVSLPYNEIRITVKLRAIQDLLILQHNTTGAISPIVASDLAGG
BIV : ............................................................
EHNV : ......................................................A..E..
ATV : ...............................................V......A..E..
TFV : ............................................................
PEV_DK1 : ......................................................A..E..
PEV_DK2 : ......................................................A..E..
* 260 * 280 * 300
FV3 : LPDTVEANVYMTVALITGDERQAMSSTVRDMVVEQVQAAPVHMVNPRNATTFHTDMRFSH
BIV : .................................................A..........
EHNV : .................................................A..........
ATV : .................................................A..........
TFV : .....................................V...........A..........
PEV_DK1 : .................................................A..........
PEV_DK2 : .................................................A..........
* 320 * 340 * 360
FV3 : AVKALMFMVQNVTHPSVGSNYTCVTPVVGVGNTVLEPALAVDPVKSASLVYENTTRLPDM
BIV : ............................................................
EHNV : .......................A......D............................L
ATV : .......................A...................I...............L
TFV : .............................A..............................
PEV_DK1 : ............................................................
PEV_DK2 : ............................................................
Fig. 1. Amino acid sequence alignment of the major capsid protein gene of several ranaviruses. Previously published sequences:
frog virus 3 (FV3; AY548484), Bohle iridovirus (BIV; AY187046), epizootic hematopoietic necrosis virus (EHNV; AY187045),
Ambystoma tigrinum virus (ATV; NC_005832) and tiger frog virus (TFV; AF389451). Identical amino acids are marked with a dot,
STOP-codons are marked with an asterisk
12 Dis Aquat Org 85: 7–14, 2009
* 380 * 400 * 420
FV3 : GVEYYSLVEPWYYATSIPVSTGHHLYSYALSLQDPHPSGSTNYGRLTNASLNVTLSAEAT
BIV : ............................................................
EHNV : ........Q...................................................
ATV : ........Q...................................................
TFV : ...............................M............................
PEV_DK1 : ............................................................
PEV_DK2 : ............................................................
* 440 * 460
FV3 : TAAAGGGGNNSGYTTAQKYALIVLAINHNIIRIMNGSMGFPIL*
BIV : ........D..................................*
EHNV : ..S.....D..................................*
ATV : A.......D..................................*
TFV : ........D..................................*
PEV_DK1 : ........D..................................*
PEV_DK2 : ........D..................................*
Fig. 1. (continued)
cial purposes in Croatia spurred investigations into the the second closest relative to the Danish frog isolates
virulence of the isolates to healthy edible frogs (Fijan was EHNV isolated from fish on another continent,
et al. 1991). Experimental challenge via various routes with nucleotide identity of 98.8%. At the protein level
did not produce disease in the frogs over 30 d, there were 5 amino acid changes between EHNV and
although low titres of virus were present in frogs from PEV-DK (Fig. 1).
all treatments apart from the negative control. This Despite the severity of amphibian declines due to
questions the role of ranavirus as a primary pathogen infectious diseases, it is difficult to envisage how con-
in edible frogs. It may be an opportunistic pathogen trol and containment of ranavirus in wild frogs can be
which coexists at low levels within the host except achieved (Mendelson et al. 2006, Gascon et al. 2007).
when the host is weakened and the environmental The nature of wild animals makes it very difficult to
conditions are conducive to viral replication. Under ensure non-destructive containment of animals in an
such conditions the virus may turn pathogenic and infected area. When frogs migrate from a pond in the
cause disease in the host as reported here. autumn they may be in contact with other frog popula-
The MCP gene is commonly used in defining taxon- tions and contaminate them. Viruses could also spread
omy in the virus family Iridoviridae (Chinchar 2002) by vectors such as birds, fish or downstream via the
and in differentiating ranavirus isolates (Mao et al. water.
1999, Hyatt et al. 2000, Marsh et al. 2002, Do et al. The risk of ranavirus outbreaks is not limited to
2005). The MCP sequences of PEV-DK1 and PEV-DK2 amphibians. Evidence for transmission of ranavirus
were identical to each other. Our sequence compari- between frogs and fish has been recorded (Moody &
son included 3 ranaviruses isolated in amphibian dis- Owens 1994, Ariel & Owens 1997, Mao et al. 1999) and
ease outbreaks: BIV (Speare & Smith 1992), ATV one host species may act as reservoir for the other
(Jancovich et al. 1997), TFV (Kanchanakhan et al. (Mao et al. 1999, Duffus et al. 2008). EHNV, ECV and
2002) and EHNV from disease outbreaks in perch in European sheatfish virus (ESV) are listed by the OIE
Australia (Langdon et al. 1986). Based on sequence for fish and they are closely related to this new strain.
comparison of the complete MCP gene, BIV, ATV, All the listed viruses were involved in natural out-
TFV, EHNV, REV 282/I02 and FV3 were very closely breaks in wild populations of perch, catfish and sheat-
related (97.3 to 99.6% nucleotide identity) to the Dan- fish (Langdon et al. 1986, Ahne et al. 1989, Bovo et al.
ish frog virus isolates (Table 2). The comparison of the 1993, Bigarré et al. 2008) and several other species of
MCP sequences indicates that PEV-DK belongs to the fish and frogs are experimentally susceptible to
genus Ranavirus. These results are in accordance ranavirus infection (Langdon 1989, Moody & Owens
with species demarcation criteria in the genus 1994, Ariel & Owens 1997, Cullen & Owens 2002, Bang
Ranavirus (Chinchar et al. 2005). The closest relative Jensen et al. 2009). Potentially, this new Pelophylax
to Danish frog isolates was PEV 282/I02, which was esculentus viral isolate could therefore pose a risk to
also isolated from an edible frog, with nucleotide both amphibian and piscine fauna. To balance these
identity of 99.6% and amino acid identity of 100% apocalyptic statements there are also many reports of
(results not shown). Surprisingly, in the present study, ranavirus isolations from animals with no clinical
Ariel et al.: Ranavirus in Danish frogs 13
symptoms, where the virus apparently is not causing ➤ Cullen BR, Owens L (2002) Experimental challenge and clin-
the host any distress (Jensen et al. 1979, Tapiovaara et ical cases of Bohle irodovirus (BIV) in native Australian
anurans. Dis Aquat Org 49:83–92
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Acknowledgements. We thank the RANA consortium for three iridovirus-associated salamander mortality events.
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Editorial responsibility: Alex Hyatt, Submitted: December 18, 2008; Accepted: March 17, 2009
Geelong, Victoria, Australia Proofs received from author(s): May 7, 2009
Chapter 14
Hotspots, Conservation, and Diseases:
Madagascar’s Megadiverse Amphibians
and the Potential Impact of Chytridiomycosis
Stefan L€
otters, Dennis R€
odder, Jos Kielgast, and Frank Glaw
Abstract Worldwide amphibian diversity is threatened through the emergence of
the disease chytridiomycosis, caused by the amphibian chytrid fungus. This patho-
gen apparently is absent from the amphibian hotspot Madagascar. However, an
extinction risk assessment based on environmental niche modelling suggests that a
major portion of this island is climatically highly suitable to the fungus. This
includes regions of high amphibian species richness. Many species have their entire
geographic range in such areas and are at the same time predicted to suffer
potentially from chytridiomycosis due to their life history traits. Human-mediated
dissemination of the chytrid fungus to Madagascar is considered likely. In particu-
lar, there may be a high risk of accidental cointroduction via the animal trade.
Severe decline and possibly extinction are expected in a postemergence scenario on
Madagascar with more than 270 described and numerous undescribed anuran
amphibian species under threat. Effective responses to this potential threat might
include (1) an increased attention to ‘biosecurity’, including the consequent imple-
mentation of measures to avoid the introduction of the chytrid fungus, (2) the
development of breeding procedures for representatives of all major clades of
Madagascan amphibians as a ‘pre-emergency prophylaxis’ and (3) the development
of plans for ‘emergency response’.
S. L€otters (*)
Biogeography Department, Trier University, 54286 Trier, Germany
e-mail: loetters@uni-trier.de
D. R€odder
Zoologisches Forschungsmuseum Alexander Koenig, Adenauerallee 160, 53113 Bonn, Germany
J. Kielgast
Department of Biology, University of Copenhagen, Sølvgade 83H, 1307 København K, Denmark
F. Glaw
Zoologische Staatssammlung M€
unchen, M€
unchhausenstr. 21, 81247 Munich, Germany
F.E. Zachos and J.C. Habel (eds.), Biodiversity Hotspots, 255
DOI 10.1007/978-3-642-20992-5_14, # Springer-Verlag Berlin Heidelberg 2011
256 S. L€
otters et al.
14.1 Biodiversity Loss Through Diseases
Biodiversity is unevenly distributed across the globe. Several regions have been
identified in which both species richness and endemism is particularly high. The
persistence of these “hotspots” comprises an essential element in maintaining
global biodiversity by focused conservation strategies and natural resource man-
agement (e.g., Mittermeier et al. 2004). Although there are tools to minimize direct
anthropogenic impact on hotspots (e.g., by designation of protected areas), a range
of indirect impacts remains with few mitigation measures available. Emerging
infectious diseases (EID) fall within this class of biodiversity threats and, although
their effects on wildlife population dynamics and conservation are not new, there
has been an alarming pathogen-related increase in species declines during the last
decades (e.g., Smith et al. 2009a). Human impact is linked to this phenomenon and
the term “pathogen pollution” has been introduced specifically covering anthropo-
genic dissemination of pathogens across evolutionary or ecological boundaries
(Daszak et al. 2000). Recent examples of dramatic biodiversity loss due to EIDs
include virus infections in North American birds (Rahbek 2007), infectious cancer
in the Tasmanian Devil (McCallum 2008), or fungus-associated mass mortality in
North American bats (Blehert et al. 2009).
At the global scale, the emergence of a fungal disease in amphibians
(chytridiomycosis) has within the last decade been made responsible for the most
severe case of disease-induced biodiversity loss ever observed (Gascon et al. 2007;
Fisher et al. 2009). It has been documented that amphibian species have become
extinct and will become extinct through chytridiomycosis (e.g., L€otters et al. 2010;
R€odder et al. 2010). Currently, amphibians belong to the most threatened of all
vertebrates, with approximately one third of the over 6,500 (according to: http://
www.amphibiaweb.org) assessed species threatened with extinction (Stuart et al.
2008; http://www.iucnredlist.org/initiatives/amphibians). Noteworthy, it is sug-
gested that diversity in several of the amphibian hotspots has been affected by
chytridiomycosis (e.g., Lips et al. 2008). As emphasized in the IUCN Amphibian
Conservation Action Plan, new conservation strategies need to be rapidly
implemented to prevent large-scale amphibian diversity loss due to chytridio-
mycosis (Gascon et al. 2007).
14.1.1 Chytridiomycosis and Amphibian Declines
This EID is an epidermal infection by the parasitic amphibian chytrid fungus,
Batrachochytrium dendrobatidis (Bd). This pathogen spreads via motile infectious
zoospores in aqueous environments and encysts and grows to reproductive
zoosporangia on amphibian skin. Severe infections cause osmoregulatory imbal-
ance in physiologically essential ions and may lead to a breakdown of neurological
function causing cardiac arrest and death (Voyles et al. 2009). The origin of Bd and
its natural host–pathogen system remain unknown but low global molecular
14 Hotspots, Conservation, and Diseases 257
diversity indicates that it has rapidly and only recently spread to its present pan-
demic state (James et al. 2009). Currently, Bd is known from more than 1,700
localities in the wild within all continents where amphibians occur and has been
detected in over 400 different host species (http://www.spatialepidemiology.net/
Bd-maps). It has been suggested that anthropogenic dissemination of Bd is likely to
play an important role in the panzootic chytridiomycosis. In particular, the interna-
tional animal trade has been identified as a plausible pathway of dissemination with
hundreds of amphibian species being traded annually (Garner et al. 2009). In
recognition of its impact on wild amphibian populations, Bd in 2008 was
implemented on the list of notifiable diseases of the aquatic health code under the
World Organisation for Animal Health (http://www.oie.int/eng/en_index.htm). Pos-
sible actions and policy changes have been discussed. However, Australia is so far
the only country strongly enforcing specific restrictions on Bd (Garner et al. 2009).
Chytridiomycosis has been identified as the key causal mechanism in several
focal studies of declines and extinctions on a large scale both geographically and
taxonomically (e.g., Schloegel et al. 2006; Lips et al. 2008) including so-called
enigmatic declines (L€ otters et al. 2010) and there is evidence that many more
species have been or will be affected (R€ odder et al. 2009; L€otters et al. 2010).
However, it is not possible to generalize on consequences of Bd emergence as
substantial interspecific variation in susceptibility has been observed both in nature
and under controlled exposure trials (e.g., Blaustein et al. 2005; Smith et al. 2009b).
The host response span from highly susceptible species, which have undergone
extraordinarily rapid populations declines, to highly resistant species, which live
with high prevalence and pathogen load and may serve as Bd reservoirs and vectors
(e.g., Rollins-Smith et al. 2009; Schloegel et al. 2010).
Recently, Bielby et al. (2008) defined a biotic index and suggested 837 out
of 3,976 worldwide anuran amphibians to exhibit the highest risk of Bd-related
decline or extinction. This was based on biological and life history information.
Particularly susceptible species were pointed out to be living at high altitude with an
aquatic life stage, having a restricted range and low fecundity. Subsequently,
developing an ecological niche model (e.g., Guisan and Zimmermann 2000),
R€odder et al. (2009) estimated the worldwide potential distribution of the amphib-
ian chytrid fungus. The authors used the Maxent algorithm to develop a map
indicating the occurrence probability of Bd based on 365 presence records of this
pathogen (taken from http://www.spatialepidemiology.net/bd) and six bioclimatic
variables with spatial resolution 2.5 arc min (taken from http://www.worldclim.org)
i.e. ‘annual mean temperature’, ‘maximum temperature of the warmest month’,
‘minimum temperature of the coldest month’, ‘annual precipitation’, ‘precipitation
of the wettest month’ and ‘precipitation of the driest month’. These variables were
identified as biologically important for Bd in previous studies (e.g. Kielgast et al.
2010). Model evaluation via the area under the receiver operating characteristic
curve (AUC) revealed a high precision of the modelling efforts (mean training
AUC = 0.937, mean test AUC = 0.910 in 100 models each trained with 70% of the
records and the remaining 30% used for model testing). The model uncovered
regions of different suitability to the pathogen. Applying a rule set of predictions
258 S. L€
otters et al.
from their spatial analysis and key host life history variables inferred by Bielby
et al. (2008), R€
odder et al. (2009) prioritized anuran species according to the risk of
decline and extinction due to the developing pandemic chytridiomycosis (see
Table 14.1). For this purpose, R€ odder et al. (2009) derived a risk factor balancing
the relative environmental suitability for the chytrid fungus within the range of a
species and its susceptibility according to the biotic index derived by Bielby et al.
(2008) (Table 14.1). In this risk assessment, the combined index ranges from 0 (no
risk) to 1 (high risk) (R€
odder et al. 2009). Most of the 837 anuran species, which by
their biology and life history show a high predicted susceptibility to Bd, occur in
regions which at the same time are characterized by high bioclimatic suitability to
the chytrid fungus. In total, 379 of them, with the entire geographic range, fall into
areas highly suitable to Bd. R€ odder et al. (2009) considered these amphibians to be
the most threatened by the emergence of chytridiomycosis.
14.1.2 Mitigating the Problem: Ex Situ Conservation
Although some susceptible species may survive severe epizootics of
chytridiomycosis on long term (Retallick et al. 2004; Murray et al. 2009), it has
been stressed that new rapid and highly comprehensive conservation actions are
necessary to avoid catastrophic biodiversity loss. Useful measures include revision
of animal trade regulations, development and implementation of pathogen hygiene
protocols, increasing public awareness at airports and ports, development of risk
factors, monitoring and further research (Andreone and Randriamahazo 2008;
Weldon and Du Preez 2008). As there is no certain measure to mitigate Bd
dissemination and transmission in the wild, ex situ conservation has been promoted
in the IUCN Amphibian Conservation Action Plan both in nonrange countries and
in-range countries but outside the nature (Gascon et al. 2007). Ex situ conservation
includes cryobanking of viable biomaterials and short-term conservation breeding.
Although the former has had limited success with regard to vertebrates except
fishes, there is some experience and potential for amphibian captive breeding in
zoos and aquariums (Gascon et al. 2007; Lermen et al. 2009). Conservation
breeding has been successfully performed in a few species, e.g., the Mallorcan
Midwife Toad (Alytes muletensis), Kihansi Spray Toad (Nectophrynoides
asperginis), or the Panamanian Golden Frog (Atelopus zeteki). Numerous programs
in zoos, on- or off-exhibit, have been implemented, leaving conservationists
optimistic that some amphibian species may survive through short-term conserva-
tion breeding (e.g., McGregor Reid and Zippel 2008). Most of them are coordinated
by the “Amphibian Ark” of IUCN Amphibian Specialist Group, IUCN Captive
Breeding Specialist Group, and the World Association of Zoos and Aquariums.
Species prioritization for several countries including Madagascar have been
conducted based on species’ status (e.g., IUCN Red List category, occurrence in
protected habitat, biological distinctness), availability of specimens and general
feasibility of ex situ conservation efforts (http://portal.isis.org/partners/AARK/
Lists/Prioritization%20workshop%20results/AllItems.aspx).
Table 14.1 List of 234 Madagascan anuran amphibian species as recorded in the IUCN Red List of Threatened Species on 7 July 2009, their IUCN Red List
14
category and geographic range size (taken from http://www.natureserve.org/getdata/amphibianmaps.jsp; accessed 7 July 2009), each followed by its biotic
Index (after Bielby et al. 2008), risk factor for threat through extinction due to chytridiomycosis (after R€
odder et al. (2009) and its conservation priority
according to ‘Amphibian Ark’ (with 10 species suggested for conservation breeding each indicated by an asterisk) (http://portal.isis.org/partners/AARK/Lists/
Prioritization%20workshop%20results/AllItems.aspx; accessed 5 July 2010). Species are sorted by risk factor; in 48 taxa the biotic index and risk factor were
not determined
Species IUCN Red List Geographic Biotic index (Bielby Risk factor (Ro¨dder ‘Amphibian Ark’
category range (km2) et al. 2008) et al. 2009) priority value
Aglyptodactylus laticeps EN 31.9 0.8 0 44
Boophis jaegeri VU 413.95 0.36 0 12
Boophis xerophilus DD 195.58 0.35 0 8
Heterixalus tricolor LC 28.15 0.99 0 0
Heterixalus variabilis LC 3356.71 0.22 0 0
Hotspots, Conservation, and Diseases
Mantidactylus cowanii NT 34854.52 0.18 0 0
Mantidactylus melanopleura LC 99953.85 0.3 0 8
Mantidactylus noralottae VU 3.62 0.35 0 0
Rhombophryne testudo VU 570.4 0.51 0 15
Stumpffia psologlossa DD 1919.09 0.58 0 8
Stumpffia pygmaea VU 328.57 0.46 0 20
Heterixalus luteostriatus LC 49184.02 0.1 0 0
Aglyptodactylus securifer LC 6372.37 0.27 0 11
Wakea madinika DD 93.47 1 0 11
Hoplobatrachus tigerinus LC 4202408.01 0.05 0 5
Dyscophus insularis LC 152722.46 0.09 0 3
Scaphiophryne calcarata LC 165446.88 0.09 0 3
Mantella betsileo LC 89439.46 0.15 0 10
Blommersia wittei LC 74120.37 0.11 0 0
Boophis doulioti LC 279388.71 0.12 0 0
Scaphiophryne brevis LC 90888.33 0.16 0 3
Ptychadena mascareniensis LC 9151425.38 0.06 0.01 0
259
(continued)
Table 14.1 (continued)
260
Species IUCN Red List Geographic Biotic index (Bielby Risk factor (Ro¨dder ‘Amphibian Ark’
category range (km2) et al. 2008) et al. 2009) priority value
Heterixalus carbonei NT 4858 0.28 0.01 4
Heterixalus boettgeri LC 4938.35 0.25 0.01 0
Mantella viridis EN 839 1 0.01 47*
Boophis opisthodon LC 49586.7 0.12 0.03 0
Cophyla phyllodactyla LC 10255.36 0.43 0.06 3
Gephyromantis luteus LC 72241.32 0.17 0.07 0
Stumpffia gimmeli LC 9512.22 0.5 0.07 0
Mantidactylus zipperi LC 76195.45 0.51 0.08 0
Mantidactylus ulcerosus LC 54277.51 0.63 0.1 0
Heterixalus punctatus LC 36614.74 0.28 0.13 0
Mantidactylus ambreensis LC 8198.09 0.61 0.13 0
Boophis tephraeomystax LC 123576.94 0.23 0.14 0
Mantidactylus curtus LC 254685.51 0.27 0.14 8
Stumpffia tetradactyla DD 495.35 0.54 0.14 16
Scaphiophryne spinosa LC 103192.65 0.23 0.14 13
Mantella expectata EN 1290.53 1 0.15 47*
Mantella laevigata NT 23090.51 0.33 0.15 22
Boophis haematopus VU 4109.44 0.44 0.15 12
Platypelis grandis LC 145481.81 0.25 0.17 8
Heterixalus alboguttatus LC 35515.74 0.26 0.17 0
Mantella manery DD 37.13 0.93 0.17 18
Mantidactylus majori LC 40087.57 0.98 0.18 0
Gephyromantis plicifer NT 20275.76 0.3 0.18 4
Gephyromantis boulengeri LC 30019.63 0.33 0.19 0
S. L€
Scaphiophryne gottlebei EN 724.96 1 0.19 60*
Plethodontohyla ocellata LC 78481.67 0.28 0.19 0
Mantidactylus femoralis LC 210805 0.29 0.21 0
otters et al.
14
Gephyromantis malagasius LC 69119.48 0.3 0.22 0
Gephyromantis redimitus LC 55563.98 0.3 0.22 0
Mantidactylus betsileanus LC 96904.14 0.3 0.24 8
Guibemantis liber LC 159146 0.31 0.25 0
Gephyromantis corvus EN 1239.26 0.76 0.25 13
Mantidactylus lugubris LC 115484.08 0.36 0.26 0
Gephyromantis silvanus EN 892.25 0.7 0.27 44
Gephyromantis pseudoasper LC 22586.44 0.51 0.27 0
Mantidactylus guttulatus LC 60561.53 0.37 0.27 13
Platypelis milloti EN 3529.49 0.83 0.28 44
Platypelis pollicaris DD 12442.21 0.57 0.29 8
Gephyromantis webbi EN 1649.04 0.64 0.29 36
Mantidactylus biporus LC 96111.76 0.35 0.29 0
Hotspots, Conservation, and Diseases
Platypelis barbouri LC 41782.08 0.4 0.3 0
Guibemantis tornieri LC 69844.24 0.34 0.31 0
Stumpffia grandis DD 25270.95 0.43 0.31 8
Mantidactylus opiparis LC 82533.99 0.41 0.31 0
Mantidactylus mocquardi LC 139555.73 0.35 0.31 0
Mantella nigricans LC 31432.53 0.45 0.31 10
Boophis albilabris LC 90431.13 0.36 0.32 0
Mantidactylus grandidieri LC 85656.99 0.29 0.32 13
Gephyromantis granulatus LC 15283.02 0.57 0.32 0
Gephyromantis zavona DD 745.06 0.98 0.32 8
Boophis tasymena LC 69295.9 0.37 0.32 0
Boophis occidentalis NT 652.75 0.9 0.33 4
Guibemantis pulcher LC 67174.54 0.36 0.33 0
Gephyromantis horridus EN 3243.21 0.85 0.33 44
Blommersia grandisonae LC 68237.09 0.37 0.34 0
Boophis madagascariensis LC 99482.06 0.38 0.34 8
Paradoxophyla palmata LC 35398.42 0.42 0.34 11
261
(continued)
Table 14.1 (continued)
262
Species IUCN Red List Geographic Biotic index (Bielby Risk factor (Ro¨dder ‘Amphibian Ark’
category range (km2) et al. 2008) et al. 2009) priority value
Gephyromantis moseri LC 32336.51 0.42 0.34 0
Spinomantis aglavei LC 100698.02 0.38 0.34 0
Boophis hillenii DD 15039.61 0.53 0.35 8
Heterixalus betsileo LC 119509.18 0.4 0.35 0
Boophis albipunctatus LC 38429.16 0.42 0.36 0
Gephyromantis rivicola VU 9008.09 0.54 0.36 12
Boophis boehmei LC 69297.28 0.39 0.36 0
Spinomantis peraccae LC 112472.12 0.39 0.37 0
Boophis viridis LC 67939.83 0.39 0.37 0
Boophis pauliani LC 52880.96 0.42 0.37 0*
Boophis andreonei VU 1426.18 0.92 0.38 12
Boophis reticulatus LC 67718.81 0.42 0.38 8
Mantidactylus tricinctus DD 2625.07 1 0.38 8
Heterixalus andrakata LC 1136.93 0.76 0.38 0
Guibemantis punctatus DD 11984.08 0.55 0.38 8
Dyscophus antongilii NT 5264.81 0.57 0.39 12
Boophis brachychir DD 6523.13 0.65 0.39 8
Gephyromantis asper LC 45983.06 0.45 0.4 0
Boophis goudotii LC 91462.49 0.45 0.4 0
Mantella madagascariensis VU 13914.61 0.44 0.4 22
Spinomantis fimbriatus LC 38131.65 0.47 0.41 0
Boophis miniatus LC 31016.03 0.47 0.42 0
Gephyromantis spinifer NT 28829.74 0.52 0.44 4
Dyscophus guineti LC 7135.13 0.64 0.44 8
S. L€
Mantidactylus aerumnalis LC 42295.77 0.46 0.45 0
Gephyromantis decaryi NT 18617.09 0.5 0.45 4
Mantella pulchra VU 17751.99 0.55 0.46 22
otters et al.
14
Stumpffia tridactyla DD 1213.56 0.84 0.46 8
Spinomantis bertini NT 25632.84 0.5 0.46 4
Boophis idae LC 37094.62 0.47 0.46 0
Boophis rappiodes LC 36815.13 0.47 0.46 0
Boophis marojezensis LC 46017.99 0.48 0.46 0
Mantidactylus zipperi LC 48425.56 0.28 0.47 0
Boophis pyrrhus LC 33584.44 0.52 0.47 0
Boophis luteus LC 42584.25 0.5 0.48 8
Boophis picturatus LC 32307.51 0.48 0.48 0
Platypelis tetra EN 6756.66 0.63 0.49 44
Mantidactylus argenteus LC 31887.43 0.51 0.5 0
Mantella baroni LC 37510.05 0.51 0.51 10
Boophis vittatus LC 12464.45 0.66 0.51 0
Hotspots, Conservation, and Diseases
Gephyromantis striatus VU 4886.48 0.67 0.52 12
Spinomantis elegans VU 20489.63 0.55 0.52 12
Blommersia domerguei LC 58378.34 0.53 0.52 0
Boophis guibei LC 22625.61 0.52 0.52 0
Gephyromantis tandroka VU 10762.58 0.68 0.53 12
Heterixalus rutenbergi NT 52372.63 0.6 0.53 4
Plethodontohyla mihanika LC 37795.36 0.57 0.54 8
Mantella haraldmeieri VU 2385.73 0.8 0.56 22
Boophis bottae LC 19258.93 0.57 0.57 0
Guibemantis albolineatus DD 11994.87 0.68 0.57 8
Gephyromantis blanci NT 21342.83 0.6 0.58 4
Blommersia blommersae LC 20046.08 0.6 0.6 0
Gephyromantis salegy VU 2411.23 0.78 0.61 12
Boophis erythrodactylus LC 18211.35 0.66 0.62 0
Boophis rhodoscelis NT 22207.75 0.66 0.62 12
Boophis blommersae VU 1857.27 0.95 0.63 12
Boophis microtympanum LC 34738.96 0.63 0.63 0
263
(continued)
Table 14.1 (continued)
264
Species IUCN Red List Geographic Biotic index (Bielby Risk factor (Ro¨dder ‘Amphibian Ark’
category range (km2) et al. 2008) et al. 2009) priority value
Scaphiophryne marmorata VU 13186.32 0.64 0.64 25
Boophis majori NT 19767.4 0.65 0.65 4
Boophis ankaratra LC 35360.77 0.66 0.65 0
Gephyromantis ambohitra VU 1244.13 0.97 0.65 12
Boophis rufioculis NT 17871.18 0.65 0.65 4
Mantidactylus alutus LC 38272.38 0.65 0.65 0
Anodonthyla nigrigularis DD 2268.21 0.87 0.68 11
Gephyromantis klemmeri VU 3351.33 0.84 0.68 12
Spinomantis guibei EN 5984.76 0.8 0.7 44
Boophis englaenderi DD 636.04 0.95 0.72 8
Gephyromantis cornutus DD 10700.35 0.77 0.75 8
Mantella cowanii CR 287.38 0.76 0.76 51*
Spinomantis brunae EN 1488.94 0.86 0.78 44
Boophis elenae DD 5154.56 0.78 0.78 8
Blommersia sarotra DD 6765.31 0.8 0.8 8
Madecassophryne truebae EN 4366.38 0.83 0.82 44
Gephyromantis tschenki DD 4583.14 0.83 0.83 8
Blommersia kely LC 10432.06 0.86 0.86 0
Gephyromantis eiselti DD 2225.89 0.91 0.91 8
Gephyromantis enki DD 1486.97 0.93 0.93 8
Boophis periegetes DD 1339.56 0.94 0.94 8
Plethodontohyla brevipes EN 580.73 0.95 0.95 44
Plethodontohyla tuberata VU 3895.6 0.96 0.96 20
Boophis laurenti DD 1076.87 0.96 0.96 8
S. L€
Boophis liami DD 1181.38 0.96 0.96 8
Gephyromantis thelenae DD 951.19 0.96 0.96 8
Boophis schuboeae DD 563.94 0.97 0.97 8
otters et al.
14
Boophis anjanaharibeensis DD 373.27 0.98 0.98 8
Mantidactylus madecassus EN 1431.53 0.32 0.98 44
Boophis solomaso DD 793.19 0.98 0.98 8
Platypelis alticola EN 1035.38 0.99 0.98 44
Boophis sibilans DD 697.25 0.98 0.98 16
Platypelis mavomavo EN 531.66 0.98 0.98 44
Boophis andohahela DD 345.61 0.99 0.98 8
Mantella aurantiaca CR 601.34 0.99 0.99 51*
Spinomantis microtis EN 430.89 0.99 0.99 44
Guibemantis kathrinae DD 491.74 0.99 0.99 8
Boophis feonnyala DD 360.83 0.99 0.99 8
Anodonthyla montana VU 644.86 1 1 15
Anodonthyla rouxae EN 124.06 1 1 47
Hotspots, Conservation, and Diseases
Boophis burgeri DD 163.84 1 1 8
Boophis mandraka DD 260.07 1 1 8
Boophis williamsi CR 407.99 1 1 56*
Gephyromantis schilfi VU 27.03 1 1 12
Mantella crocea EN 259.96 1 1 26
Mantella milotympanum CR 56.19 1 1 46*
Mantidactylus pauliani CR 286.38 0.41 1 56*
Mantidactylus zolitschka DD 311.83 1 1 8
Scaphiophryne boribory EN 401.65 1 1 29
Stumpffia helenae CR 322.78 1 1 46*
Mantidactylus delormei VU 2287.11 not dermined not dermined 0
Spinomantis massi VU 10054.3 not dermined not dermined 12
Spinomantis phantasticus LC 33914.54 not dermined not dermined 0
Aglyptodactylus madagascariensis LC 170824.75 not dermined not dermined 8
Anodonthyla moramora DD 12.19 not dermined not dermined 11
Boehmantis microtympanum EN 5701.03 not dermined not dermined 52
Boophis axelmeyeri NT 375.46 not dermined not dermined no data
265
(continued)
Table 14.1 (continued)
266
Species IUCN Red List Geographic Biotic index (Bielby Risk factor (Ro¨dder ‘Amphibian Ark’
category range (km2) et al. 2008) et al. 2009) priority value
Boophis lichenoides LC 64929.79 not dermined not dermined 0
Boophis sambirano VU 1275.25 not dermined not dermined 8
Boophis septentrionalis DD 1275.12 not dermined not dermined 8
Boophis tampoka EN 47.81 not dermined not dermined 0
Cophyla berara CR 10.24 not dermined not dermined 11
Cophyla occultans DD 3264.5 not dermined not dermined 8
Gephyromantis azzurrae EN 9.1 not dermined not dermined 0
Gephyromantis leucocephalus NT 12978.4 not dermined not dermined 4
Gephyromantis leucomaculatus NT 20951.6 not dermined not dermined 4
Gephyromantis runewsweeki EN 29.08 not dermined not dermined no data
Gephyromantis sculpturatus LC 16525.55 not dermined not dermined 0
Gephyromantis ventrimaculatus LC 37318.97 not dermined not dermined 0
Guibemantis bicalcaratus LC 130407.16 not dermined not dermined 0
Guibemantis depressiceps LC 152182 not dermined not dermined 0
Guibemantis flavobrunneus LC 70833.65 not dermined not dermined 0
Guibemantis timidus LC 28279.98 not dermined not dermined 0
Heterixalus madagascariensis LC 33716.12 not dermined not dermined 0
Laliostoma labrosum LC 338436.67 not dermined not dermined 3
Mantella bernhardi EN 13903.13 not dermined not dermined 42*
Mantella ebenaui LC 46818.91 not dermined not dermined 10
Mantidactylus albofrenatus DD 2070.17 not dermined not dermined 8
Mantidactylus ambohimitombi DD 295.14 not dermined not dermined 8
Mantidactylus bellyi LC 14334.86 not dermined not dermined no data
Mantidactylus bourgati DD 1512.35 not dermined not dermined 0
S. L€
Mantidactylus brevipalmatus LC 43516.61 not dermined not dermined 0
Paradoxophyla tiarano DD 9.89 not dermined not dermined 11
Platypelis cowanii DD no data not dermined not dermined 8
otters et al.
14
Platypelis tsaratananaensis VU 25.52 not dermined not dermined 12
Platypelis tuberifera LC 66461.9 not dermined not dermined 0
Plethodontohyla angulifera DD no data not dermined not dermined 8
Plethodontohyla bipunctata LC 52478.29 not dermined not dermined 0
Plethodontohyla fonetana VU 16.89 not dermined not dermined 0
Plethodontohyla guentheri DD 3.34 not dermined not dermined 8
Plethodontohyla inguinalis LC 80354.97 not dermined not dermined 0
Plethodontohyla notosticta LC 903.56 not dermined not dermined 8
Scaphiophryne madagascariensis NT 23694.27 not dermined not dermined 7
Scaphiophryne menabensis NT 31618.63 not dermined not dermined 11
Scaphiophryne obscura DD no data not dermined not dermined 11
Scaphiophryne verrucosa DD 16.63 not dermined not dermined 11
Stumpffia roseifemoralis DD 1367.67 not dermined not dermined 8
Hotspots, Conservation, and Diseases
Tsingymantis antitra VU 11.52 not dermined not dermined 8
267
268 S. L€
otters et al.
14.2 Amphibian Hotspot Madagascar: A Special Case
14.2.1 Anuran Megadiversity
The amphibian fauna of Madagascar is highly exceptional both in terms of species
diversity and endemism and is represented only by frogs (order Anura), whereas the
two other orders (Caudata and Gymnophiona) are absent. With currently more than
270 described species and probably more than 200 still undescribed species (Vieites
et al. 2009), Madagascar has the highest amphibian species diversity of all African
countries and clearly ranks among the global amphibian hotspots. Diversity is
concentrated in rainforests along the East coast mainly between sea level and
1,000 m above sea level and can locally reach over 100 species (Andreone et al.
2008), whereas the largely deforested central high plateau and the relatively dry
western slopes harbor much fewer species (Glaw and Vences 2007). Impressively,
100% of the autochthonous species and 88% of the genera are naturally endemic to
Madagascar and its inshore islands. Recent studies indicate that the degree of
microendemism is much higher than formerly expected (e.g., Gehring et al.
2011), indicating that the currently recognized geographic range size of many
species (Table 14.1) might be an overestimate that will strongly decrease when
taxonomic progress (e.g., by increasing use of integrative taxonomy) will have
deciphered the relationships within all species complexes. Furthermore, the con-
tinuing high level of deforestation and fragmentation of primary forests will result
in a further decrease of available habitats, population size, and density (Vallan
2000). All these factors increase the potential impact that can be expected from an
outbreak of chytridiomycosis on this “micro-continent”.
14.2.2 Potential Impact of Chytridiomycosis
Bd has so far not been detected in Madagascar despite reasonably thorough survey
activities. At least, eight localities have been surveyed covering the three major
biogeographical regions and a wide range of altitudes with more than 500 samples
from 74 different species (Weldon et al. 2008). This implies that the pathogen may
currently be absent on the island.
How likely is Bd to enter Madagascar? The dispersal ability of this pathogen is
indisputably high, even though mechanism and pathways are areas of ongoing
debate and discovery (e.g., Fisher et al. 2009). Temporal patterns of spread have
been studied in the Neotropics and show a possible annual range expansion of
25–282 km where the lower end of the spectrum is more prominent in well-studied
areas (Lips et al. 2008). Importantly, the island status of Madagascar does not exclude
the possibility of Bd invasion. There have been reports of Bd emergence on more
than 20 islands all over the World including remote oceanic systems like Hawaii
(http://www.spatialepidemiology.net/Bd-maps). This underlines the imminent danger
14 Hotspots, Conservation, and Diseases 269
that Bd may enter Madagascar. Because of the remoteness of this island, human-
mediated spread may be the most likely pathway of introduction (Wollenberg et al.
2010). Possible modes of import include infected live or dead amphibians, fishes or
contaminated water, moist substrates, or other fomites (i.e., via animal trade or
accidental cointroduction with other imported products). Interestingly, on the Afri-
can mainland, Bd has been detected widespread with high prevalence (Kielgast et al.
2010) and may hence potentially serve as a source of introduction.
R€odder et al. (2009), in their ecological niche model, identified a major portion
of Madagascar to be highly climate-suitable to the chytrid fungus. When comparing
the areas within the island that are most suitable to the fungus with amphibian
species richness, a remarkable spatial impact is evident (Fig. 14.1). When applying
Fig. 14.1 Potential
distribution of the amphibian
chytrid fungus in Madagascar
following the risk assessment
of R€odder et al. (2009),
re-projected from a resolution
of 2.5 arc min to 30 arc sec. In
this ecological niche model,
warmer colors indicate a
higher climatic suitability.
Amphibian species richness
as proposed by Kremen et al.
(2008) is highlighted from
lighter to darker stippling:
>18, >36, >63 species per
grid cell of 0.1
270 S. L€
otters et al.
the rule set of predictions from the ecological niche and key host life history traits
(R€odder et al. 2009), 40 of 186 considered Madagascan anurans (i.e. 234 recorded
species less 48 for which no biotic index is available) exhibit risk factor 0.75 or
higher (Table 14.1), including many species with small ranges from higher
altitudes. We expect that the inclusion and exclusion of species has to be taken
with care in some cases, as the risk factor of R€ odder et al. (2009) highly depends
on the geographic range encompassed by a species. If this is remarkably small,
this may merely reflect limited collections efforts in remote areas. If a species’
distribution is extraordinarily large, this can be the result of an unsolved taxonomy.
However, with the current state of knowledge, it remains unanswered if emer-
gence of chytridiomycosis on Madagascar will in fact lead to amphibian decline or
extinctions. The only available empirical evidence of susceptibility comes from an
outbreak in captive Tomato Frogs (Dyscophus antongilii) with high mortality rate
(Oevermann et al. 2005) and, more recently, infection of captive Plethodontohyla
tuberata (Une et al. 2008). Due to the long history of evolutionary isolation it may
be expected that Madagascan amphibians naı¨ve to Bd will respond with drastic
population declines.
Comparing the potential risk imposed by Bd with the prioritization for
Madagascan amphibians as proposed by the “Amphibian Ark”, there is little
overlap (Fig. 14.2, Table 14.1). Particularly noteworthy is that “Amphibian Ark”
70
LC NT VU EN CR DD
60
'Amphibian Ark' priority value
50
40
30
20
10
0
0 0.1 0.2 0.3 0.4 0.5 0.6 0.7 0.8 0.9 1
risk factor
Fig. 14.2 Relationship between IUCN Red List status, conservation priorities according to
“Amphibian Ark” and corresponding risk factor, indicating threat of extinction by the emergence
of chytridiomycosis, as proposed by R€odder et al. (2009). Data are taken from Table 14.1. IUCN Red
List categories are: DD Data Deficient, LC Least Concern, NT Near Threatened, VU Vulnerable, EN
Endangered, CR Critically Endangered (http://www.redlist.org)
14 Hotspots, Conservation, and Diseases 271
prioritized only 10 out of 242 species assessed for ex situ conservation measures.
As indicated in Table 14.1, five of these are potentially exposed to a high risk of
extinction through Bd following R€ odder et al. (2009), while for one (Mantella
bernhardi) no risk factor was assessed. The four remaining are expected to be little
affected by potential Bd introduction (Table 14.1).
In conclusion, Madagascar’s unique and rich amphibian diversity may be
expected to potentially suffer heavy consequences post Bd introduction and running
ex situ conservation measures may not be sufficient to cushion the threat.
14.2.3 Recommendations for Conservation Strategies
Even though the Madagascan species prioritized by “Amphibian Ark” represent
a minute fraction of the island’s amphibian diversity at stake, the proportion of
Madagascan species that are considered for conservation breeding, compared to
other regions, e.g., African mainland, is considerably high (L€otters 2008). This
illustrates a strong recognition of the importance of the distinctive Madagascan
amphibian fauna (e.g., Andreone et al. 2008). Therefore, species prioritization
by “Amphibian Ark”, in principle, has to be seen as a first step forward. In
a subsequent step, we recommend a revision of the ‘Amphibian Ark’ prioritization
considering the particular threat to species through chytridiomycosis (e.g., risk
factor of R€ odder et al. 2009). Furthermore, additional short-term conservation
breeding programs should be implemented in advance to develop breeding
procedures and conditions for representatives of all major clades of Madagascan
amphibians and representatives of the different reproductive modes (Buley et al.
2008). These “breeding manuals,” which might be obtained in close cooperation
with qualified hobbyist breeders, would allow to establish captive breeding
programs without delay in the expected case of Bd’s arrival in Madagascar. This
preemergency prophylaxis might be a crucial measure, as Bd spread and population
breakdowns may undergo within a couple of months only after Bd arrival (e.g., Lips
et al. 2008), and it remains uncertain which species or taxonomic groups will be
most heavily affected. For the same reason, following the interventions advocated
through the IUCN Amphibian Conservation Action Plan (Gascon et al. 2007), there
is a strong need to develop plans for “emergency response”. That is collecting,
treating, quarantining, and subsequently using for breeding efforts as many as
possible specimens per species and perhaps as many as possible localities where
populations are observed to decline due to chytridiomycosis (Gascon et al. 2007).
This may especially aim on the provision of funding and ex situ capacities and ad
hoc coordination, permission, and transport facilitation. This may give reason to
consider the establishment of an in-country conservation breeding center. Notewor-
thy, emergency response can only be effectively established when species are
monitored, i.e., both population and Bd status.
As a preventive and certainly the “best” measure, we here stress the need for an
increased attention to “biosecurity.” The implementation of quarantine measures
272 S. L€
otters et al.
related to commercial trade in aquarium fishes and plants to prevent the accidental
introduction of the amphibian chytrid fungus into Madagascar is in progress
(Andreone et al. 2008). However, a more rigorous import risk assessment is still
needed to create a basis for further strategies and possibly specific restrictions to
mitigate the threat posed by Bd to Madagascar’s megadiverse anuran fauna.
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Qatar Islamic Archaeology
and Heritage Project
End of Season Report
Environmental Studies
2011-2012
Qatar Islamic Archaeology
and Heritage Project
End of Season Report,
Environmental Studies
2011-2012
The executive and staff of the Qatar Islamic Archaeology and Heritage Project
acknowledge and appreciate the perceptive leadership and considerable support of:
Her Excellency Sheikha Al Mayassa Bint Hamad Bin Khalifa Al Thani
Chairperson of the QMA
His Excellency Sheikh Hassan Bin Mohammad Bin Ali Al Thani
Vice-Chairperson of the QMA
Acknowledgements
Mr. Mansoor Al Khater
Board of Trustees and Former CEO of Qatar Museums Authority
Engineer Abdullah Al Najjar
Former CEO of Qatar Museums Authority
Professor Sultan Muhesen
Director, Department of Archaeology and Heritage, Qatar Museums Authority
Mr. Faysal Al Na‘imi
Head of Archaeology Section, Qatar Museums Authority
Mr. Sayf Al Na‘imi
Archaeology Section, Qatar Museums Authority
Mr. Søren Frank & Mr. Steffen Sandvig Bach
Maersk Oil Qatar
Mr. Mohammed Y. Al Jaidah & Dr. Nayla Beyrouthi
Ministry of Environment, Qatar
Professor Friedhelm Krupp
Director, Qatar Natural History Museum
Mr. Khalid Hassan Al Jaber
Head of Natural History, Qatar Museums Authority
The QIAH 2011-2012 Team Members, Environment:
Pernille Bangsgaard, Jakob Walløe Hansen, Anne Majgaard Jensen, Aslak Jørgensen, Jos Kielgast,
Reinhardt Møbjerg Kristensen, Jeppe Møhl, Peter Rask Møller, Phillipe Provencal, Ken Puliafico.
Contributing Authors: Pernille Bangsgaard, Jakob Walløe Hansen, Anne Majgaard Jensen, Aslak
Jørgensen, Jos Kielgast, Reinhardt Møbjerg Kristensen, Nadja Møbjerg, Jeppe Møhl, Peter Rask
Møller, Dennis K. Persson, Ken Puliafico, Gitte Petersen, Phillipe Provencal, Ole Seberg.
Editors: Pernille Bangsgaard, Reinhardt Møbjerg Kristensen, Peter Rask Møller & Hanne Nymann
Cover: Alexis Pantos
First Revised Edition
University of Copenhagen and Qatar Museum Authority 2012
CONTENTS
1. BIOLOGICAL SURVEY OF THE AL ZUBARAH, FIELD WORK SEASON 2012 .... 3
1.1 Introduction ................................................................................................................. 3
1.2 The marine environment ............................................................................................. 3
1.3 Findings within the buffer zone .................................................................................. 4
Meiofauna .............................................................................................................................. 4
Fish ......................................................................................................................................... 4
Molluscs ................................................................................................................................. 5
Other taxa ............................................................................................................................... 5
1.4 The terrestrial environment ......................................................................................... 5
Herpetology............................................................................................................................ 5
Entomology ............................................................................................................................ 6
1.5 Other areas visited (Coral Heads, Düvel Rock, Mangrove) ........................................ 6
Coral Heads ............................................................................................................................ 6
The small mangrove at Al Jumail .......................................................................................... 7
1.6 Conclusions and recommendations ............................................................................. 7
2. THE SEAGRASSES OF AL ZUBARAH ....................................................................... 11
2.1 Introduction ............................................................................................................... 11
2.2 Seagrasses of the Arabian Gulf ................................................................................. 11
2.3 Al Zubarah................................................................................................................. 12
3. THE MARINE TARDIGRADES AT AL ZUBARAH ................................................... 13
3.1 Introduction ............................................................................................................... 13
3.2 Material and Methods................................................................................................ 14
3.3 Results ....................................................................................................................... 14
3.3.1 Taxonomic account ............................................................................................ 15
3.4 Findings within the buffer zone ................................................................................ 18
3.5 Conclusions and recommendations ........................................................................... 18
4. THE RECENT MARINE MOLLUCS AT AL ZUBARAH ........................................... 25
4.1 Introduction ............................................................................................................... 25
4.2 Findings within the buffer zone ................................................................................ 25
4.3 Conclusions and recommendations ........................................................................... 28
1
5. ENTOMOLOGY ............................................................................................................. 31
5.1. Introduction ................................................................................................................... 31
5.2 Methods.......................................................................................................................... 31
6. FISHES ............................................................................................................................ 46
6.1 Introduction ............................................................................................................... 46
6.2 Methods ..................................................................................................................... 46
6.3 Findings within the buffer zone ................................................................................ 47
6.4 Species List ............................................................................................................... 47
6.5 Findings, other locations ........................................................................................... 52
6.6 Conclusions and Recommendations.......................................................................... 53
7. NAMES OF FISH AND OTHER MARINE ANIMALS IN QATAR ............................... 62
7.1 Introduction .................................................................................................................... 62
7.3 Main conclusions from the work undertaken this season .............................................. 64
7.4 Future research ............................................................................................................... 64
8. REPTILES .......................................................................................................................... 68
8.2 Findings within the buffer zone ..................................................................................... 68
8.2.1 species list ............................................................................................................... 71
8.3 Conclusions and recommendations................................................................................ 72
9. PALEONTOLOGY ............................................................................................................ 79
9.1 Introduction .................................................................................................................... 79
9.2 Findings within the buffer zone at Al Zubarah .............................................................. 79
9.2.1 Species list .............................................................................................................. 80
9.3 Findings at Umm Bab, Dukhan Region, Southern Qatar .......................................... 80
9.4 Conclusions and recommendations ........................................................................... 81
10. THE COMPARATIVE COLLECTION OF ANIMAL SKELETONS ........................... 87
10.1 Introduction .................................................................................................................. 87
10.2 The process of cleaning a skeleton .............................................................................. 87
10.3 The collection............................................................................................................... 88
10.4 Other work processes ................................................................................................... 89
10.5 Conclusion and recommendations ............................................................................... 89
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1. BIOLOGICAL SURVEY OF THE AL ZUBARAH, FIELD WORK
SEASON 2012
Pernille Bangsgaard, Reinhardt Møbjerg Kristensen & Peter Rask Møller. (The Natural
History Museum of Denmark, University of Copenhagen, Universitetsparken 15, DK-2100
Copenhagen Ø, Denmark)
1.1 INTRODUCTION
Al Zubarah Archaeological Site is a rare intact example of a pearl fishing and trading town
from the 18th-19th centuries. Moreover, the area around the site in NW Qatar has seen little
modern urban development and as such showcases the flora and fauna typical of the Arabian
Gulf desert and semi-desert ecoregion. As part of the on-going efforts to inscribe Al Zubarah
Archaeological Site on the UNESCO World Heritage List, research into the natural
environment was initiated in 2011.
In March 2012 three weeks of field work was carried out by a team of researchers from the
Natural History Museum in Copenhagen, in cooperation with the QMA and the Qatar
Ministry of Environment. The aim was to investigate the natural environment around the
archaeological site and surrounding areas as well as explore the potential for future research
project.
This report presents the findings from the field work, summarizing the results and
highlighting the potential for further research in a number of areas based on the natural
environment of NW Qatar and the country as a whole.
1.2 THE MARINE ENVIRONMENT
Several marine expeditions have worked in the Arabian Gulf. Most famous is the Danish
Arabian Voyage to the Arabian Peninsula in 1761-67, which included zoologist Peter
Forsskål, whose descriptions of many marine plants, invertebrates and fishes were published
posthumously in 1775 (Niebuhr 1775). The book contains the first descriptions of the marine
environment and the marine fauna of the Arabian Seas.
In the following two hundred and fifty years, many scientific expeditions have worked in the
Arabian Gulf including the Danish fishery investigations of 1937-38 (Blegvad & Løbbentin
1944) and the German oceanographic expedition with the vessel Meteor in 1965. A
comprehensive FAO guide to the marine living resources of the southern gulf was published
in 1997 (Carpenter et al. 1997). But very little scientific biological sampling has been done in
the marine waters of Qatar, and no information was previously available on the biology of the
Al Zubarah buffer zone. The present end of season report, therefore presents the very first
data from the area. The main marine faunas investigated in 2012 were: Meiofauna (mainly
Tardigrades), Ichthyofauna (fishes), Malacofauna (molluscs), Botany (sea grasses).
The buffer zone contains several habitats, including sea grass beds, sand, mud, rocks, sea
weed and biogenous reefs of e.g. peal oysters (Figure 1.1). Most distinctively the sea water
3
around Qatar has an extremely high salinity - more than 45‰ compared with the 35‰ at the
entrance of Hormuz Strait (Sheppard et al. 2010, Uchupi et al, 1999). Such hypersaline
environments has previously been described from Shark Bay; Western Australia.
Closer to Qatar, several scientific teams have worked on sedimentary processes (Basson et al.
1981) and the oil company ARAMCO, operating in Eastern Saudi Arabia have investigated
the marine environment and particularly the meiofauna (Hansen et al. 2006). The materials
contained a very rich tardigrade fauna with a large proportion of currently undescribed
species. The most surprising results were the hyper saline environments attested by the
sediment samples. Therefore, the salinity as an ecological factor was a priority during the
field work season at Al Zubarah. The results clearly show that the salinity varies strongly
depending on the tidal rhythm. The maximum tide differentials were seen on the 11 March
2012, at about 1.2 meters. The highest salinity was measured in a small lagoon close to the
Old Pier (Figure 1.2). The salinity in the sediment was 58.0 ‰ at low tide – at high tide the
salinity was 48.5 ‰. The temperature at the sea in the buffer zone was only 16°C, but in the
sediment at low tides the temperature (11 March) was easily rising to 22°C.
The buffer zone appears to be in a healthy environmental shape and only few signs of human
impact were documented. No oil spills were observed in the water, in contrast to some areas
on shore. A few lost gill nets were seen, as well as an unmarked fish trap. A transect of
sediment samplings was set up (5 March to 11 March 2012) at the Old Pier at Al Zubarah to
investigate the meiofauna and to obtain data on the high salinity tolerance of different
invertebrate groups in the area. The sediment consists of very fine coral sand with a lot of
sulphur bacteria (strong smell of sulphur). At the end of the Old Pier a dense grass bed of sea
grasses of the species Halophila stipulacea and Halodule uninervis exists. The buffer zone
fish fauna was investigated from 6-23 March 2012, by multi-mesh gill-net (one night), baited
traps (3 nights), and snorkelling with camera and spear gun (3 nights, 2 days) and scuba
diving (3 day dives).
1.3 FINDINGS WITHIN THE BUFFER ZONE
Meiofauna
In the sediment of the sea grasses a rich tardigrade fauna was found. Furthermore, lot of
barnacles, polychaetes and molluscs were collected in the tidal zone (Kristensen et al. 2012,
Chapter 3). Together with sediment and sea grass samples the tardigrade fauna was
investigated. Finally the tardigrade fauna related to the invertebrates was sorted by fresh
water shocking. Four new species of tardigrades were found at Al Zubarah. Two new species
(Pseudostygarctus nov. sp. and Echiniscoides nov. sp.1) of tardigrades were found in the
tubes of the polychaete Pomatoleios kraussii and two new species of tardigrades
(Echiniscoides nov. sp. 2 and 3) were found in the bysus threads of the mytilid mussel
Brachidontes variabilis.
Fish
A total of ca. 48 identified fish species belonging to 33 families were observed, photographed
and/or caught within the buffer zone (Møller et al. 2012, Chapter 6). The most effective
method was night snorkelling and most species were observed near Ras Ushayriq.
4
The most diverse families were seabreams (Sparidae) with 5 species, followed by stingrays
(Dasyatidae), Blennies (Blennidae) and emperors (Lethrinidae) all with 3 species. Two
species of stingray (Himantura gerrardi and Himantura uarnak are considered Vulnerable
(VU), a shark Chiloscyllium arabicum and a labrid Halichoeres leptotaenia are considered
Near threatened (NT), a butterflyfish Chaetodon nigropunctatus and an angelfish
Pomacanthus maculosus are placed in the Least Concern (LC) category, whereas another
stingray Pastinachus sephen, a flathead Platycephalus indicus and a grouper Epinephelus
tauvina are currently Data Deficient (DD).
Molluscs
In total 40 species of molluscs were reported from within the UNESCO Buffer Zone
(Jørgensen 2012, Chapter 4): Gastropoda 31, Cephalopoda (1), Scaphopoda (1), Bivalvia (7),
Polyplacopora (1) The registration of four genera of ellobiid snails previously not reported
from Qatar is the single most important finding in the 2012 field work.
Other taxa
A dense population of the blue swimming crab (Portunus pelagicus, Figure 1.3) was
observed on the sandy shores at high tide and several were caught in our traps. The Common
Bottlenose Dolphin (Tursiops truncatus) was seen at several occasions, hunting in the zone,
close to Al Zubarah. A single Indian humpback dolphin Sousa plumbea was also observed in
the buffer zone. Sea turtles, a single young Hawksbill (Eretmochelys imbricate) was observed
in the water, but not on shore, except for one large dead Green turtle (Chelonia mydas) at Al
Jumail village and several of the same species at Al Zubarah Beach. Dugongs or sea cows
(Dugong dugon) were not seen alive, however, dead dugongs were found and the skulls
(Figure 1.4) were prepared for the museum in Doha. The Greater Flamingo (Phoenicopterus
roseus) was observed close to The Old Pier, Al Zubarah in nearly every day in flock up till 30
individuals. This bird is an abundant winter visitor in Qatar.
1.4 THE TERRESTRIAL ENVIRONMENT
The main habitat types in the area are the sabkha and the stony desert. There is a well
vegetated transition between the two, but patches of shrub and grass vegetation are also
scattered around other parts of the area, although it is generally sparsely vegetated. Moreover
there are a few natural stony ridges and several places with scattered piles of recent or
historical building debris. The archaeological site itself makes up an important habitat for
many species. A preliminary terrestrial survey of the Buffer Zone was conducted in 2010
(Kielgast & Hansen 2010).
Herpetology
A herpetological survey was conducted in the Al Zubarah archaeological site and buffer zone
during 5th-23rd of March 2012. Activities were targeted at supplying a checklist as complete
as possible for the local reptile fauna of the area. Due to the limited size of the buffer zone
and the relatively long time frame of the survey it was possible to investigate all areas at a
fine spatial scale with at least one visit during day and night. The survey activities were
thereafter targeted at the most promising localities of the respective habitat types in the area.
5
A total of 17 reptile species belonging to eight different families were recorded during the
survey in March 2012 (Kielgast 2012, Chapter 8). All species are widespread in the region
and their occurrence in the buffer zone of Al Zubarah archaeological site is neither surprising
nor unique.
Entomology
The entomological survey found about 170 species of terrestrial arthropods (Puliafico and
Jensen 2012, Chapter 5). The most species were insects; however, species of scorpions
(Androctonus crassicauda) and wind scorpions (Solifugids) were recorded. The beetle fauna
was a dominating element, and several darling beetles (Tenebrionids) were observed running
on the hot sands during daylight hours at Al Zubarah. Several night-active moths
(Lepidoptera) were observed at the end of the season. The timing was probably due to the
night temperature, which were too cold for all kind of flying insects in March 2012.
1.5 OTHER AREAS VISITED (CORAL HEADS, DÜVEL ROCK, MANGROVE)
Coral Heads
The maritime location (26°02.447’N and 50°53.254’E) east of the Al Zubarah Buffer Zone
were visited by speedboat on the 12th of March 2012. The area is a very large low water coral
reef. Unfortunately most of the corals are dead today, and very few fish were seen. A part of
the reef is not submerged at low tide. Here many resting Socotra Cormorant (Phalacrocorax
nigrogularis) were observed. Between the dead corals a dense population of sea grass was
present. Samples of coral sand were taken from 2-4 m depths by SCUBA-diving and from 6
to 10 m depths with a mini van Veen grab. The salinity was relatively low 45‰ in the water
and 48‰ in the sediment. A dead coral bloc was taken back to Al Zubarah and crushed. Lots
of boring mussels and crustaceans were found inside the dead coral. The tardigrade fauna was
rich. The sediment samples are not sorted out yet; however, the samples contain at least five
species of tardigrades and a species of kinorhynchs (Mud dragon).
Düvel Rock
The maritime location known as Düvel Rock (26°16.717’N and 50°58.754’E) northeast of Al
Zubarah was visited by speedboat on the 12th of March 2012. The area is a true coral reef
with a Blue Lagoon in the middle. The corals were alive, but were largely overgrown by
algae. The crew members told us that in the old days ships would visit the locality because of
the upwelling fresh water, similar to the fresh water springs around Bahrain. We could not
locate the wells in the lagoon; however, the salinity was low in the sea water (45 ‰) and only
44‰ in the sediment from the lagoon. The current was extremely strong at the edge of the
reef and very weak in the “Blue lagoon”. The sediment in the lagoon was very fine and
smelled strongly of sulphur. A small sea turtle, the Hawksbill (Eretmochelys imbricate) was
caught by the divers. The turtle was entirely covered by large barnacles (Figure 1.5). These
are currently being investigated for tardigrades and for molecular studies.
6
The small mangrove at Al Jumail
The area near Al Jumail village (26°05.717’N and 50°09.401’E) was visited on the 5th of
March 2012. The salinity was extremely high (58‰) at low tide. The mangrove has a muddy
sediment, but also a lot of stones. The stones were nearly covered with barnacles.
Furthermore a dead Green turtle with barnacles was found at this locality. The barnacles from
both localities are still being investigated for tardigrades.
1.6 CONCLUSIONS AND RECOMMENDATIONS
The recommendations for the preservation of the natural environment of the buffer zone are
to continue the marine biological research in the buffer zone with investigations of Molluscs,
Fishes, Polychaetes and Crustaceans in more seasons in order to get a more complete
overview of the fauna. Furthermore, a full investigation of The Canal of Al Zubarah is very
relevant (Figure 1.6). This fantastic man-made canal has a very high salinity (>60 ‰). Lots
of crustacean (crab) made holes are seen in the walls and perhaps it is also functioning as a
nursery area for juvenile mullets (Mugilidae) The carbonated sediment dug out from the
canal still exists as very large mounds close to it. This sediment consists of sub fossil marine
snails (Figure 1.6). The marine meiofauna in the canal was not investigated in 2012;
however, this investigation has first priority in 2013. The full investigations of the terrestrial
mammals and birds in the Al Zubarah Archaeological Site are also recommended.
7
References
Basson, P.W., Burchard, J.E., Hardy, J. T., & Price, R. G. 1981. Biotopes of the Western
Arabian Gulf, Marine Life and Environments of Saudi Arabia. ARAMCO, Second
Edition. Shenval “80”, Harlow, Great Britain. 284 pp.
Blegvad, H. & Løppenthin, B. 1944. Fishes of the Iranian Gulf. Einar Munksgaard.
Carpenter, K.E., Krupp, F., Jones, D.A. & Zajons, U. 1997. The living marine resources of
Kuwait, Eastern Saudi Arabia, Bahrain, Qatar & the United Arab Emirates. Rome : FAO.
Glennie, K.W. 1998. The desert of southeast Arabia: A product of Quaternary climate
change. In Alsharhan, A.S., Glennie, K.W., Whittle, G.L., Kendall, C. St.G., (Eds.)
Quaternary Deserts and Climatic Change. (pp. 279-291). A. A. Balkema, Rotterdam.
Niebuhr, C. (Ed.) 1775. Descriptiones Animalium. Haunia.
Sheppard, C., Al-Husiani, M., Al-Jamali, F., Al-Yamani, F., Baldwin, R., Bishop, J.,
Benzoni, F., Dutrieux, E., Dulvy, N. K., Durvasula, S. R. V., Jones, D. A., Loughland,
R., Medio, D., Nithyanandan, M., Pilling, G. M., Polikarpov, I., Price, A. R. G.,
Purkis, S., Riegl, B., Saburova, M., Namin, K. S., Taylor, O., Wilson, S., Zadinal, K.
(2010). The Gulf: A young sea in decline. Marine Pollution Bulletin 60: 13-38.
Uchupi, E., S.A. Swift & D.A. Ross. 1999. Late Quaternary stratigraphy, palaeoclimate and
neotectonism of the Persian (Arabian) Gulf region. Marine Geology, 160, 1–23.
Walmsley, A., Barnes, H., & Macumber, P. 2010. Al-Zubārah and its hinterland, north Qatar:
excavations and survey, spring 2009. Proceedings of the Seminar for Arabian Studies
40: p.55–68.
8
Figures
Figure 1.1: Pearl oysters at Ras Ushayriq
Figure 1.2: Old Pier and the coral beach, 11 March, 2012. Al Zubarah.
Figure 1.3: The blue swimming crab (Portunus pelagicus).
9
Figure 1.4: Skulls from Green turtle (Chelonia mydas) and skull from dugong (Dygon dugon)
found on the beach.
Figure 1.5: Düvel Rock. Collecting barnacles on the cement piles and on the Hawksbill, 12
March, 2012, North of Qatar.
Figure 1.6: The Canal of Al Zubarah and
the carbonate sediment dug out from it.
10
2. THE SEAGRASSES OF AL ZUBARAH
Gitte Petersen and Ole Seberg (Natural History Museum of Denmark, gittep@snm.ku.dk and
oles@snm.ku.dk)
2.1 INTRODUCTION
Worldwide only some 60 species of flowering plants, collectively named the seagrasses, have
reinvaded the marine environment, occuring along the coastline, on reef tops and in estuaries.
They all belong to the same order of monocotyledons, the Alismatales, a group which also
including many well-known fresh water plants. The seagrasses belong to five different
families, which do not form a monophyletic group. Thus, the ability to tolerate the harsh
salinity of the ocean has evolved more than once.
Seagrasses usually form beds of vegetation in coastal, shallow watered areas, where they
have an immense ecological importance. They provide the habitat and breeding ground for
fish and shellfish and serve as feeding grounds for marine mammals and turtles. Thus, in the
Arabian Gulf the presence of seagrasses is essential to the populations of green sea turtles
(Chelonia mydas) and to the endangered dugong (Dugong dugon). Seagrasses are also
important for stabilizing the ocean bottom, which would otherwise be vulnerable to intense
wave action from currents and storms. Additionally, seagrasses trap the finer sediments and
thereby filter the water increasing its clarity and filters nutrients that are washed out to sea
and might otherwise be a treat to sensitive habitats such as coral reefs.
2.2 SEAGRASSES OF THE ARABIAN GULF
Compared to the Arabian Sea, the seagrass communities of the Gulf are species poor –
probably due to high salinity of the waters within the Gulf area. But a very high temperature
variation (from 10°C to 39°C) may be another limiting factor for some species. Oil-related
pollution has so far not been recorded as having negative effects on seagrass populations in
the Gulf. Thus, dredging and land reclamation seem the major threat to seagrasses in the
Gulf.
In the Arabian Gulf, the seagrass communities are composed of three species: Halophila
ovalis, Halophila stipulacea (both Hydrocharitaceae), and Halodule uninervis
(Cymodoceaceae). The two former, Halophila ovalis and Halodule uninervis, are both rather
common and widely distributed along the coastline from East Africa to the Pacific. Halophila
stipulacea on the other hand has a more restricted distribution along the coast line of East
Africa, the Arabian Peninsula, the eastern Mediterranean, and isolated occurrence along the
coast of Southeast India.
11
2.3 AL ZUBARAH
Along the coast of Al Zubarah all three species have been recorded and collected, though
species delimitation in Halophila is uncertain. The collected material include DNA samples,
which are useful both for studies of phylogenetic relationships of the seagrasses and other
Alismatales and for the purpose of DNA barcoding seagrasses worldwide. The latter will
enable rapid identification of all seagrass species even for non-specialists.
Figure 2.1: Halophila stipulacea (with broad leaves) mixed with Halodule uninervis (with
narrow leaves). Near Ras Ushayriq, immediately south of Al Zubarah
Figure 2.2: Halodule uninervis. Near Ras Ushayriq, immediately south of Al Zubarah
12
3. THE MARINE TARDIGRADES AT AL ZUBARAH
Reinhardt Møbjerg Kristensen¹, Dennis K. Persson¹,², Nadja Møbjerg² & Aslak Jørgensen3.
(¹Invertebrate Department, The Natural History Museum of Denmark, University of
Copenhagen, Universitetsparken 15, DK-2100 Copenhagen Ø, Denmark,
rmkristensen@snm.ku.dk, dpersson@snm.ku.dk. ²Department of Biology, August Krogh
Centre, University of Copenhagen, Universitetsparken 13, DK-2100 Copenhagen Ø,
Denmark, nmobjerg@bio.ku.dk. 3Laboratory of Molecular Systematics, The Natural History
Museum of Denmark, University of Copenhagen, Sølvgade 83, DK-1307 Copenhagen K,
Denmark, aslak@snm.ku.dk).
3.1 INTRODUCTION
The microscopic water bears (Tardigrada) have a global distribution with terrestrial and
limnic species primarily inhabiting mosses and lichens, whereas marine species inhabit
various sediments. Only about 1100 tardigrade species have been described (Guidetti &
Bertolani 2005, Degma et al. 2010); however, it is expected that many more yet undescribed
species exist. These small animals are well-known for their ability to survive large
fluctuations in abiotic environmental conditions (Møbjerg et al. 2011). As a response to
environmental stress some tardigrades enter cryptobiosis; a state in which metabolism is
reversibly switched off. Some of these tardigrades found within the marine genus
Echiniscoides, live on barnacles, mussels and polychaete tubes in the intertidal zone
throughout the world. Echiniscoides could be among the toughest animals on this planet;
however, detailed information on their tolerance to environmental extremes is lacking. The
four species of Echiniscoides in Al Zubarah represent the highest diversity reported from any
locality (Kristensen & Hallas 1980, Hallas & Kristensen 1982, Miller & Kristensen 1999).
The high diversity may reflect that this investigation comprised three different substrates in
Al Zubarah, whereas most other published investigations of Echiniscoides usually have
focused solely on barnacles.
Detailed information is also lacking regarding the biodiversity of marine tardigrades.
Currently only app. 150 species of marine tardigrades have been described (Degma et al.
2010; Guidetti & Bertolani; Hansen 2011). However, many species and genera new to
science await description in various museum collections particularly at the Natural History
Museum of Denmark (SNM). The major reasons for this lack in detailed information on
biodiversity are that the marine tardigrades are small, relatively rare, difficult to extract from
sediment samples and they require expert knowledge to identify to species (Jørgensen et al.
2010).
The ARAMCO Northern Area Intertidal Sampling Program in 1982 included 22 sediment
samples collected in the Arabian Gulf of Saudi Arabia. These samples revealed a rich
tardigrade fauna. In total, 12 species of heterotardigrades were found from four intertidal
sediment localities containing three new interstitial species of Arthrotardigrada. The three
new species comprise two species of Megastygarctides (Hansen & Kristensen 2006) and one
species of Pseudostygarctus (Hansen et al. in press).
Our preliminary investigations at Al Zubarah have revealed four species of tardigrades new
to science. However, every identified species from Qatar will be a new record from the
13
country and add to the growing knowledge of the biodiversity of Qatar. Once the biodiversity
of the marine tardigrade fauna has been determined it will be possible to make comparisons
to the fauna of Saudi Arabia (Hansen & Kristensen 2006, Hansen et al. in press), the
Mediterranean Sea (Accogli et al. 2011, D’Addabbo Gallo et al. 1987,2000, 2001, Grimaldi
de Zio et al. 1998), and the Faroe Bank, North Atlantic Ocean (Hansen et al. 2001). Only a
few localities have been thoroughly investigated with regard to the biodiversity of marine
tardigrades. Of these the faunae of the Mediterranean Sea and the Faroe Bank (North Atlantic
Ocean) are the best known. Hence a thorough investigation of the marine tardigrade fauna of
Qatar will greatly increase the current knowledge regarding marine tardigrade faunae. The
new investigation in Qatar should focus on the following 3 questions:
How many marine tardigrade species live in Qatar?
Description of the marine tardigrade species new to science from Qatar.
Is the marine tardigrade fauna of Qatar similar to faunae known from other places in the
world, especially Saudi Arabia?
3.2 MATERIAL AND METHODS
A transect of sediment samplings was set up at the Old Pier at Al Zubarah (Figure 3.1) and
samples were collected at Coral Head and Düvel Rock using a mini van Veen grab handled
by SCUBA divers. The sediment samples were freshwater shocked at the camp in Al Zubarah
and plankton nets (30-60 µm) were used to collect the animals from the samples. Large
clumps of annelid tubes (figure 3.3), byssi of mussels (Figure 3.2) and several species of
barnacles were collected and sun-dried in coffee-filters. Later on, these samples were
freshwater shocked to extract the marine tardigrades from the samples. Good stereo- and
compound microscopes were needed for sorting of the sediment samples and
identification/description of species. Finally, two species of Echiniscoides were critical point
dried, transferred to aluminum stubs, coated with palladium and examined using a JEOL
JSM-6335-F scanning electron microscope.
A trained and skillful scientific illustrator is still needed for preparing illustrations of the
marine tardigrade species new to science.
3.3 RESULTS
Currently 11 species of marine Heterotardigrada have been sorted out of the samples from
Qatar. These species are:
1). Pseudostygarctus nov. sp. (Old Pier, Polychaete tubes of Pomatoleios kraussii)
2). Batillipes similis (Old Pier, coral sand mixed with sea grasses from 2 meter water depth)
3). Batillipes pennaki (Old Pier, coral sand, low tide)
14
4). Halechiniscus nov. sp. (Coral Head)
5). Wingstrandarctus sp. (Coral Head)
6). Florarctus sp. 1. (Old Pier, 2 meter water depth)
7). Florarctus sp. 2. (Düvel Rock, 1 meter water depth)
8). Echiniscoides sigismundi cfr. (Barnacles, Ras Ushayriq, high tide)
9). Echiniscoides nov. sp. 1 (Old Pier, Polychaete tubes of Pomatoleios kraussii)
10). Echiniscoides nov. sp. 2 (Beach Rock of Al Zubarah, from the mussel Brachidontes
variabilis, Mytilidae)
11). Echiniscoides nov. sp. 3 (Beach Rock of Al Zubarah, from the mussel Brachidontes
variabilis, Mytilidae).
3.3.1 Taxonomic account
Order: Arthrotardigrada
Diagnosis: With a median cirrus located on the head.
Family Stygarctidae Schulz, 1951
Genus Pseudostygarctus McKirdy, Schmidt & McGinty-Bayly, 1976
Diagnosis: Marine tardigrades always with plates. Stygarctidae with dorsal cuticle thickened
to form semicircular head plate, three body plates and two intersegmental plates. A caudal
plate devoid the spike-like processes. Cephalic appendages complete; however, the secondary
clavae modified as semi-globular structures; cirrus E attached to the body by means of a “ball
and socket”-type articulation. Each leg terminated by two or three claws. The seminal
receptacles with internal cuticular bars and external cuticular pockets containing
spermatozoa.
Type species: Pseudostygarctus triungulatus McKirdy, Schmidt & McGinty-Bayly, 1976
from Galapagos Islands.
Pseudostygarctus nov. sp. from Al Zubarah, Qatar.
Diagnosis: A medium sized Pseudostygarctus with two beautiful crown-shaped
intersegmental plates. The lateral processes of the three segmental plates only with weakly
developed sheets. A single clover-shaped ventral plate between the head and the first trunk
segment. The four pairs of strongly telescopic legs with three claws on each tarsus. The
bucco-pharyngeal apparatus with very long stylets, the placoides in the pharyngeal bulb with
so-called internal stylet supports. True stylet supports are lacking.
15
Type material: Holotype, an adult female and 3 paratypes (all females) collected inside the
polychaete tubes (Pomatoleios kraussii), the 11.of March, 2012 at the Old Pier, Al Zubarah,
Qatar (25°58.347’ N and 51°01.121’ E). The polychaete tubes were strongly adhered to the
stones of the pier at high tide level. Temperature: 18.3° C. Salinity: 55‰.
Description: The holotypic female (Figures 3.4A and 3.4B) is 165.2 µm long from the
anterior margin of the head to the base of the caudal plate. The dorsal cuticle forms seven
plates: the semi-circular head plate, three body plates each with a pair of flexible spine-like
appendages, the caudal plate with the cirrus E, and the two crown-shaped intersegmental
plates (Figure 3.4A). The head plate is semi-circular and with four deep indentions, dividing
the head into five lobes. A complete set of well-developed cephalic sense organs is present on
the head. Primary clava and lateral cirrus are inserted separately. The primary clava is club-
shaped, and the secondary clava is semi-globular and inserted ventrally. All the cephalic cirri
consist of well-developed cirrophore, a long scapus and shorter flagellum. The cirrus E on the
caudal plate is inserted at a small lateral process and has the so-called “ball and socket”
articulation – only found in Pseudostygarctus. The sense organ on the fourth leg is a
pedunculate papilla without spine. No sense organs are present on the first three pairs of legs.
There are three claws on each leg and each claw has a very tiny spur. All three claws
originate from small pedestals insetting on the tarsus.
The ventral mouth cone consists of a basal part and three telescopic segments. The
sclerified/carbonated structures of the bucco-phangyngeal apparatus are for the first time
observed in the genus Pseudostygarctus. The stylets are very long (49 µm) with small furcae.
The buccal canal (47 µm) is carbonated all the way down to the placoids in the pharyngeal
bulb. The placoids in the bulb have a very large anterior extension – called the internal stylet
support. These three structures terminate in a ball-shaped structure, where the furcae of the
two stylets may articulate. The true stylet supports are lacking. The small pharyngeal bulb (11
µm) is nearly filled up with three placoids and from the bulb a short oesophagus leads to the
white diverticulated mid-gut.
The reproductive system of the holotype consists of a single ovary with one very large and
several small oocytes. The gonopore system consists of six rosette cells and very complex
seminal receptacles. The ventral spheroid vesicles with looped ducts open close to the rosette-
formed gonopore. Two internal bars are present at the openings of the seminal receptacles,
and two external cuticlar pockets with spermatozoa overlap the female gonopore. The anus is
sub-terminal and is closed by a three-lobed cuticular system.
Remarks: Based on these morphological data, the new species of Pseudostygarctus from
Qatar is very closely related to the type species of the genus Pseudostygarctus triungulatus
from the Galapagos Islands (McKirdy et al. 1976), and not to the new species
Pseudostygarctus galloae currently under publication from sandy sediments in Saudi Arabia
(Hansen et al. in press). The only other stygarctid from polychate tubes is Mesostygarctus
spiralis from Sidney, Australia; however, this may be due to the fact that this habitat has not
been investigated for tardigrades before.
Family Batillipedidae Ramazzotti, 1962
Type genus: Batillipes Richters, 1909
16
Diagnosis: Marine tardigrades without dorsal or ventral plates. Legs with 6 toes of equal or
differing lengths. Each toe expanding distally into a sucking or adhesive round or shovel-
shape disk. Claws are never present. Sense organs on all legs. Cirrus E always present.
Complete set of cephalic sensory organs; however, the secondary clavae may be indistinct or
only slightly dome-shaped. Cuticular seminal receptacles always lacking.
Type species: Batillipes mirus Richters, 1909
Two species of Batillipes were found at the Old Pier, Al Zubarah; Batillipes pennaki Marcus,
1946 tidal in coral sand and Batillipes similis Schulz, 1955 subtidal in coral with roots of sea
grass.
Family Halechiniscidae Ramazzotti, 1962
Type genus: Halechiniscus Richters, 1908
Diagnosis: Marine tardigrades without dorsal plates. Telescopic legs with 4 toes in adults, 2
toes in larvae. Claws simple without spurs. Sense organs on all legs. Two cuticular seminal
receptacles always present.
Only one specimen of Halechiniscus was found at Coral Head in the coral sand. The
specimen may be a new species.
Genus: Florarctus Delamare-Deboutteville & Renaud-Mornant, 1965
Diagnosis: Marine tardigrades with large wing-shaped rostral, lateral and caudal expansions
(alae) with procuticular support (caestus). In adults the two external toes are shorter than the
two internal ones. The external toe has a hook-shaped cuticular structure (peduncle) inside
the base, and the claw ending with an articulate portion (avicularia). The two cuticular
seminal receptacles have an S-shaped duct.
Two species of Florarctus were found in the Qatar-investigation. One subtidal at Old Pier
and another at Düvel Rock. None of the species have been classified.
Genus: Wingstrandarctus Kristensen, 1984
Diagnosis: Marine tardigrades with wing-shaped expansions without procuticular support.
Symbiotic bacteria in cephalic vesicles. The avicularia on the external claws only a small
notch.
A species (one specimen) similar to Wingstrandarctus intermedius (Renaud-Mornant, 1967)
was found in coral sand at Coral Head.
Order: Echiniscoidea
Diagnosis: Without a median cirrus on the head.
Family: Echiniscoididae Kristensen & Hallas, 1980
Type genus: Echiniscoides Plate, 1889
17
Diagnosis: Trunk without dorsal plates. Legs without toes and not telescopic. Claws from 5 to
13 on each leg. Most species are found intertidal on algae, barnacles or other marine
invertebrates. A few species are found in subtidal sediments.
Four species of Echiniscoides were found inside the buffer zone. Three of them are new to
science. One of the species look very similar to the nominate Echiniscoides sigismundi
sigismundi. All four species were found on invertebrates.
Echiniscoides sigismundi sigimundi cfr. Found on barnacles, Ras Ushayriq, Qatar at high tide
(Figure 3.5A). Dorsal cuticle smooth. 7-9 claws on each leg.
Echiniscoides nov. sp. 1. Found inside polychaete tubes of Pomatoleios kraussii at Old Pier,
Al Zubarah, Qatar. High tide. Dorsal cuticle with a fine dorsal sculpture. 7-10 claws on each
leg.
Echiniscoides nov. sp. 2. Beach Rock (Q4) of Al Zubarah, Qatar. From the mussel
Brachidontes variabilis, (Mytilidae) (Figure 3.2A). Dorsal cuticle with mammalate dorsal
sculpture. 7-8 claws on each leg.
Echiniscoides nov. sp. 3. Beach Rock of Al Zubarah, Qatar from the mussel Brachidontes
variabilis, (Mytilidae) (Figures 3.5B and 3.6B-3.6D). High tide. Strongly sculptured dorsal
cuticle with small plate-like areas. Head very aberrant with large secondary clavae (looks like
a toad). Surprisng this species has some similarities with Echiniscoides horningi from
Macquarie Island, Subantarctica (Miller & Kristensen1999)
3.4 FINDINGS WITHIN THE BUFFER ZONE
The preliminary “taxonomic account” presented above shows a rich intertidal tardigrade
fauna with many heterotardigrade species; several species new to science. This
zoogeographical finding is surprising, as the Arabian Gulf is very young – not more than
15,000 years old (Glennie 1998; Sheppard et al. 2010; Uchupi et al. 1999). Some of the
species identifications are still tentative as only a single specimen was found. Furthermore,
the use of DNA sequences could help clarify the identification of some specimens of
Echiniscoides that differ slightly from closely related species, i.e. are they genetically
different (another species) or are they genetically identical (same species with another
phenotype).
3.5 CONCLUSIONS AND RECOMMENDATIONS
Several aspects of the tardigrade fauna at Al Zubarah deserve further investigation and this
report is only preliminary. Especially the sediment samples are still not sorted out and these
samples might reveal further new species if thoroughly investigated. A number of
identifications (e.g. four species of Echiniscoides) should be validated by the use of
molecular methods to investigate if the morphological variation is reflected in the DNA
(Kristensen & Hallas 1980, Hallas & Kristensen 1982, Faurby et al. 2011, 2012). The
relationship between various Echiniscoides species could be investigated through
18
phylogenetic analysis of the fast evolving gene cytochrome c oxidase subunit I (COI). This
gene has been suggested as a universal DNA barcode for numerous groups of animals and
has recently been used to illustrate a very large genetic differentiation within Echiniscoides
(Faurby et al. 2012).
Furthermore the mangrove habitats within the UNESCO Buffer Zone should be more
thoroughly investigated for the class Eutardigrada. Eutardigrades may be found on the trunk
of the trees. Not a single eutardigrade was found in the current investigation.
19
References
Accogli, G., Gallo, M., D’addabbo, R. & Hansen, J. G. 2011. Diversity and ecology of the
marine tardigrades along the Apulian Coast. Journal of Zoological Systematic Research
49(Suppl. 1): p.53–57.
Degma, P., Bertolani, R. & Guidetti, R. 2010. Actual checklist of Tardigrada species (2009-
2012, Ver. 21: 30-06-2012).
Faurby, S., Jørgensen, A., Kristensen, R. M. & Funch, P. 2011. Phylogeography of North
Atlantic intertidal tardigrades: refugia, cryptic speciation and the history of the Mid-
Atlantic Islands. Journal of Biogeography 38(8): p.1613–1624.
Faurby, S., Jørgensen, A., Kristensen, R. M. & Funch, P. 2012. Distribution and speciation in
marine intertidal tardigrades: testing the roles of climatic and geographical isolation.
Journal of Biogeography 39(9): p.1596–1607.
Gallo D’Addabbo M., Morone De Lucia M. R. & Grimaldi de Zio, S. 1987. Heterotardigrada
of the Amendolara Shoal, high Ionian Sea. In: Bertolani R (ed.), Biology of
Tardigrades. Selected Symposia and Monographs UZI I Mucchi, Modena, Italy, pp
103–110.
Gallo D’Addabbo, M., S. de Zio Grimaldi & R. D’Addabbo, R. 2000. Pseudostygarctus
apuliae (Tardigrada, Heterotardigrada): a new species from the lower Adriatic Sea.
Italian Journal of Zoology 67: p.125–128.
Gallo D’Addabbo, M., S. de Zio Grimaldi & Sandulli, R. 2001. Heterotardigrada of two
submarine caves in S. Domino Island (Tremiti Islands) in the Mediterranean Sea.
Zoologischer Anzeiger 240: p.361–369.
Glennie, K.W. 1998. The desert of southeast Arabia: A product of Quaternary climate
change. In Alsharhan, A.S., Glennie, K.W., Whittle, G.L., Kendall, C. St.G., (Eds.)
Quaternary Deserts and Climatic Change. (pp. 279-291). A. A. Balkema, Rotterdam.
Grimaldi de Zio, S., M. D’Addabbo Gallo & Morone De Lucia, M. R. 1998. A new
Stygarctidae from South Tyrrhenian Sea (Tardigrada, Heterotardigrada). Cahiers de
Biologie Marine 39: p.85–91.
Guidetti, R. & Bertolani, R. 2005. Tardigrade taxonomy: an updated checklist of the taxa and
a list of characters for their identification. Zootaxa 845: p.1–46.
Hallas, T. E. & Kristensen, R. M. 1982. Two new species of the tidal genus Echiniscoides
from Rhode Island, U.S.A. (Echiniscoididae, Heterotardigrada). Proc. Third Intern.
Symp. Tardigrada, Aug. 3-6, Johnson City, Tennessee, U.S.A., ETSU Press: 179–192.
Hansen, J. G., Jørgensen A. & Kristensen R. M. 2001. Preliminary studies of the tardigrade
fauna of the Faroe Bank. Zool Anz 240: p.385–393I.
20
Hansen, J. G. & Kristensen, R. M. 2006. The ”hyena female” of tardigrades and descriptions
of two new species of Megastygarctides (Arthrotardigrada: Stygarctidae) from Saudi
Arabia. Hydrobiologia 558: p.81–101.
Hansen J. G. 2011. The phylogeny of Arthrotardigrada. Unpublished PhD thesis, University
of Copenhagen.
Hansen, J.G., Kristensen, R.M. & Jørgensen, A. in press. The armoured marine tardigrades
(Arthrotardigrada, Tardigrada). Scientia Danica, Series B, Biologica, Vol. ? The
Royal Danish Academy of Sciences and Letters.
Hiruta, S. 1985. A new species of marine interstitial Tardigrada of the genus Stygarctus
Schulz from Hokkaido, Japan. Special Publication of the Mukaishima Marine
Biological Station 245: p.127–129.
Jørgensen, A., Faurby, S., Hansen, J.G., Møbjerg, N. & Kristensen, R.M. 2010. Molecular
phylogeny of Arthrotardigrada (Tardigrada). Molecular Phylogenetics and Evolution
54: p.1006–1015.
Kristensen, R. M. & Hallas, T. E. 1980. The tidal genus Echiniscoides and its variability with
erection of Echiniscoididae fam.n. (Tardigrada). Zoologica Scripta 9: p.113–127.
McKirdy, D., Schmidt, P. & McGinty-Bayly, M. 1976. Interstitielle fauna von Galapagos XVI.
Tardigrada. Mikrofauna des Meeresbodens 58: 410-449.
Miller, W. R. & Kristensen, R. M. 1999. Tardigrades of the Australian Antarctic: A new
species of the marine genus Echiniscoides from Macquarie Island, Subantarctica. In
H. Greven (ed.), Proceedings of the seventh international symposium on the
Tardigrada, August 1997, Düsseldorf, Germany. Zoologischer Anzeiger 238: p.289–
294.
Møbjerg, N., Halberg, K. A., Jørgensen, A., Persson, D., Bjørn, M., Ramløv, H. &
Kristensen, R. M. 2011. Survival in extreme environments – on the current knowledge
of adaptations in tardigrades. Acta Physiologica 202(3): p.409–420.
Sheppard, C., Al-Husiani, M., Al-Jamali, F., Al-Yamani, F., Baldwin, R., Bishop, J.,
Benzoni, F., Dutrieux, E., Dulvy, N. K., Durvasula, S. R. V., Jones, D. A., Loughland,
R., Medio, D., Nithyanandan, M., Pilling, G. M., Polikarpov, I., Price, A. R. G.,
Purkis, S., Riegl, B., Saburova, M., Namin, K. S., Taylor, O., Wilson, S., Zadinal, K.
2010. The Gulf: A young sea in decline. Marine Pollution Bulletin 60: p.13–38.
Uchupi, E., S.A. Swift & Ross, D. A. 1999. Late Quaternary stratigraphy, palaeoclimate and
neotectonism of the Persian (Arabian) Gulf region. Marine Geology 160: p.1–23.
21
Figures
Figure 3.1: The “Old Pier” at Al Zubarah, Qatar provides easy access to the different
substrates in the tidal zone, in particular the coral sand with many species of tardigrades.
Figure 3.2: A) Brachidontes variabilis, Mytilidae from Al Zubarah, Qatar. B) Close-up of the
byssi threads, a good place to find tardigrades.
22
Figure 3.3: A) Polychaete tubes of Pomatoleios kraussii from Old Pier, Al Zubarah, Qatar. B)
The average size of these habitat-structures. Several species of tardigrades were found in the
polychaete tubes at a salinity of 50‰. This is also the type locality of the new species of
Pseudostygarctus.
Figure 3.4: A new species of Pseudostygarctus with three claws. The species was found
inside the polychaete tubes of Pomatoleios kraussii. A) Notice the two crown-shaped
intersegmental plates. B) Notice the shape of the stylets and placoides.
23
Figure 3.5: Light microscopy of two tardigrade species from Qatar. A) This could possibly be
a subspecies of Echiniscoides sigismundi. B) Echiniscoides nov. sp. 3 from mussels.
Figure 3.6: A) The dorsal cuticle of the Echiniscoides nov. sp. 2. B) The dorsal cuticle of the
Echiniscoides nov. sp. 3, notice the cuticle differences between A and B. C) Ventral cuticle
and claws of Echiniscoides nov. sp. 3, notice the shape of the head. D) Close-up of the head
of Echiniscoides nov. sp. 3. Scale bars = 10 µm.
24
4. THE RECENT MARINE MOLLUCS AT AL ZUBARAH
Aslak Jørgensen (The Natural History Museum of Denmark, Sølvgade 83, DK-1307
Copenhagen K, Denmark, aslak@snm.ku.dk).
4.1 INTRODUCTION
The molluscs are an important marine faunal component within the Al Zubarah buffer zone
both with regard to the current marine biodiversity and the socioeconomic impact of the pearl
fishing trade on Al Zubarah. Many of the mollusc classes are present within the buffer zone
with representatives of Gastropoda (snails), Bivalvia (bivalves), Cephalopoda (squids),
Polyplacophora (chitons) and Scaphopoda (tusk shells). Of these the fisheries of Pinctada
(pearl oyster) and Sepia (squid) have an economic impact on the Arabian Gulf communities.
Several studies have focused on the Qatari marine molluscan fauna resulting in the reported
occurrence of 129 species of gastropods, 2 cephalopods, 5 scaphopods, 144 bivalves and 6
polyplacophorans (Al-Ansi & Al-Khayat, 1999; Al-Khayat, 1997; Al-Khayat, 2007; Al-
Khayat, 2008; Al-Khayat & Al-Ansi (2008), Al-Khayat & Al-Khayat, 2000; Al-Khayat &
Jones, 1999; Mohammed & Al-Khayat, 1994). Furthermore, five species of recently
introduced terrestrial gastropods have been reported (Al-Khayat, 2010).
4.2 FINDINGS WITHIN THE BUFFER ZONE
The preliminary species list presented below show a rich intertidal fauna with many
gastropod species and a relatively poor bivalve fauna due to the lack of extensive soft bottom
(mud) habitats within the buffer zone. Many of the species identifications are tentative as a
good reference collection illustrating the conchological variation is still not established.
Furthermore, the use of DNA sequences could help clarify the identification of some
specimens that differs slightly from closely related species, i.e. are they genetically different
(another species) or are the genetically identical (same species with another phenotype).
Species list
Gastropoda
Vetigastropoda
Chilodontidae
Euchelus asper
Fissurellidae
Diodora sp.
Phasianellidae
Phasianella solida
25
Trochidae
Osilinus kotschyi
Priotrochus obscurus
Osilinus kotschyi/Priotrochus obscurus-like but with fine, more subtle nodules.
Trochus cf. scabrosus (three teeth in aperture).
Trochus sp. (very triangular appearance; 1 cm; T. erithreus or T. radiatus?).
Turbinidae
Lunella coronata
Mesogastropoda
Cerithiidae
Cerithium caeruleum
Cerithium rueppelli
Clypeomorus bifasciatus persicus
Littorinidae
Echinolittorina arabica
Nodilittorina cf. millegrana (“very” large 10+ mm)
Littorina sp. (smooth shells)
Peasiella isseli
Planaxidae
Planaxis sulcatus
Potamididae
Cerithidea cingulata
Potamides conicus
Neogastropoda
Columbellidae
Mitrella blanda
Muricidae
Thais savignyi
Thais cf. tissoti
Nassariidae
Nassarius fissilabris
Nassarius cf. stolatus
Nudibranchia
Chromodorididae
Goniobranchus obsoletus
26
Panpulmonata
Siphonariidae
Siphonaria belcheri
Ellobiidae
Allochroa bronnii
Laemodonta monilifera
Laemodonta rapax
Melampus sp.
Pedipes sp.
Cephalopoda
Sepiidae
Sepia sp.
Remarks: The specimens closely resemble S. pharaonis; however S. pharaonis has a split
anterior spine on the internal shell according to Bosch et al., (1995) and the collected
specimens have an internal shell with a single unsplit anterior spine. Anderson et al., (2007)
suggest that “S. pharaonis” is a cryptic species complex consisting of at least five species
within its geographical range.
Scaphopoda
Laevidentaliidae
Only dead shells of Laevidentalium longitrosum.
Bivalvia
Arcidae
Barbatia setigera
Chamidae
Chama sp.
Glycymerididae
Glycymeris pectunculus
Mytilidae
Brachidontes variabilis
Mytilidae sp. on Pier (perhaps Brachidontes variabilis with frayed shell edges).
Malleidae
Malvufundus sp. (juvenile specimens).
Pinnidae
Pinna muricata (or Pinna bicolor)
27
Pteriidae
Pinctada radiata
Polyplacophora
Chitonidae
Chiton sp.
4.3 CONCLUSIONS AND RECOMMENDATIONS
Several aspects of the molluscan fauna at Al Zubarah deserve further investigation.
Especially the nudibranchs, ellobiids and the polyplacophorans might reveal further species if
thoroughly sampled. A number of identifications should be validated by the use of molecular
methods to investigate if the morphological variation is reflected in the DNA. Furthermore,
the mangrove habitats within the UNESCO Buffer Zone should be more thoroughly
investigated as minute species of assiminid gastropods have been reported from mangroves in
the United Arab Emirates (Feulner & Hornby, 2006). Finally, a more thorough sampling
effort in the few and small subtidal mud habitats present within the buffer zone and more
extensive digging into the tidal mud flats will most likely increase the currently recorded
number of bivalves.
The findings of the 2012 field work have been summarized in the table below.
Molluscan class Number of families Number of species
Gastropoda 15 31
Cephalopoda 1 1
Scaphopoda 1 1 (only dead shells)
Bivalvia 7 7
Polyplacopora 1 1
Total 25 40
28
References
Al-Ansi, M.A., & Al-Khayat, J.A. 1999. A preliminary study of coral reef and its associated
biota in the Qatari waters, Arabian Gulf. Qatar University Science Bulletin 19: p.294–
311.
Al-Khayat, J.A. 1997. The marine mollusc of the Qatari waters, Arabian Gulf. Qatar
University Science Bulletin 17: p.479–491.
Al-Khayat, J.A. 2007. Macrofauna abundance in seagrass of Qatari Water, Arabian Gulf.
Egyptian Journal of Aquatic Research 33: p.257–276.
Al-Khayat, J.A. 2008. Molluscs of the State of Qatar. Qatar Biodiversity Newsletter 2: p.1–5.
Al-Khayat, J.A. 2010. First record of five terrestrial snails in the State of Qatar. Turkish
Journal of Zoology 34: p.539–545.
Al-Khayat, J.A., & Al-Ansi, M.A. 2008. Ecological features of oyster beds distribution in
Qatari waters, Arabian Gulf. Asian Journal of Scientific Research p.1–18. ISSN 1992-
1454.
Al-Khayat, J.A., & Al-Khayat, F.A. 2000. Study of macrobenthic invertebrates in the Qatari
waters, Arabian Gulf. Bulletin of the National Institute of Oceanography and
Fisheries 26: p.125–148.
Al-Khayat, J.A., & Jones, D.A. 1999. A comparison of the macrofauna of natural and
replanted mangroves in Qatar. Estuarine, Coastal and Shelf Science 49: p.55–63.
Anderson, F.E., Valinassab, T., Ho, C.-W., Mohamed, K.S. & Asokan, P.K. 2007.
Phylogeography of the Pharaoh Cuttle Sepia pharaonis based on partial mitochondrial
16S sequence data. Reviews in Fish Biology and Fisheries 17: p.345–352.
Bosch, D.T., Dance, S.P., Moolenbeek, R.G., & Oliver, P.G. 1995. Seashells of Eastern
Arabia, Motivate Publishing, 296 pp.
Feulner, G.R., & Hornby, R.J. 2006. Intertidal molluscs in UAE lagoons. Tribulus 16: p.17–
23.
Mohammed, S.Z., & Al-Khayat, J.A. 1994. A preliminary checklist of benthic mollusca on
the Qatari coasts, Arabian Gulf. Qatar University Science Bulletin 14: p.201–206.
29
Figures
Laemodonta sp. Melampus sp. Pedipes sp.
Figure 4.1: Some ellobiid gastropods from the Old Pier at Al Zubarah. The shells are app. 10
mm in height. The ellobiids are a common, albeit often hidden, component of mangrove
fauna. The specimens from Al Zubarah were collected by hand picking from rock crevices
and washed up sea weed at the Old Pier. They represent new faunal records for the Qatari
animal inventory.
30
5. ENTOMOLOGY
Kenneth P. Puliafico (Entomology Department, Zoological Museum, The Natural History
Museum of Denmark, puliafico@gmail.com) Anne Majgaard Jensen (University of
Copenhagen. anne-majgaard@hotmail.com).
5.1. INTRODUCTION
Qatar’s native terrestrial environment is characterized by desert and semi-desert ecological
zones, yet even under these harsh conditions there is a rich diversity of arthropod species to
be found. Arthropods; invertebrate animals with legs and an exoskeleton; are the most
abundant and diverse animals in terrestrial habitats and make up over 80% of all animals
known throughout the world. The native land-living arthropods of Al Zubarah are well
adapted to the hot, dry conditions of the Qatari Desert and have several behavioural and
physiological adaptations to tolerate extreme temperatures and to prevent water loss. Some of
these adaptations also mean that these creatures are not easy to find during the daylight hours
when most visitors come to Al Zubarah. Our survey used a variety of different trapping and
hunting techniques to find these animals when they are most active, so that we can give a
better assessment of the true diversity of this fascinating region.
It has been estimated that over 500 species of the phylum Arthropoda occur in Qatar and the
vast majority of these are insects. To date only a preliminary check list of Qatar’s insects has
been published (Table 1, Abdu & Shaumar 1985). An extensive review of the literature
indicated that there are very few scientific publications covering the arthropod fauna of this
region (>20 papers mentioning Qatar), and many of these journal articles are primarily
ecological studies that focus on a subset of Qatar’s insects (e.g. Abushama 1999). As a result
the taxonomic literature specific to Qatar are extremely limited and usually only covers a
specific group at the family level (e.g. Soldati 2009). Furthermore, most of these taxonomic
treatments do not include species identification keys (e.g. Háva & Pierre 2008, Keith &
Bordat 2011). This lack of basic taxonomic information for the majority of arthropod groups
occurring within the region has made it particularly difficult to put exact names on the
animals we collected. Despite these obstacles we found several new taxa in the designated
area that have not been previously recorded for the nation of Qatar (Table 5.1).
5.2 METHODS
The area within the Al Zubarah Archaeological Site exclusion and buffer zones can be
divided into several local habitat types, including beachfront, sabkha (salt flats), and rocky
desert. Our sampling focused mainly on the native habitats outside of those heavily
influenced by activities relating to the preservation and restoration of the Fort and old city of
Al Zubarah (archaeological sites and the modern camp). In the surrounding natural habitat
plant features that are significant for animal life such as the presence of acacia trees (Acacia
ehrenbergiana and A. tortillis), shrubs (e.g. Alhagi maurorum, and Limonium axillare) and
grasslands were a particular focus for collecting. Therefore we recognized the following five
natural habitats to direct our sampling: beach, lower sabkha, upper sabkha, acacia trees, and
grassy depressions in the rocky desert.
31
For three weeks in the spring of 2012 (5. – 24. March) we collected terrestrial arthropods
within the exclusion and buffer zones of the Al Zubarah Archaeological Site. Using a number
of different collecting methods (pitfall traps, yellow pan traps, light traps, and hand
collecting) we captured a wide variety of insects and other arthropods within the five local
habitat types. Specimens were preserved in propylene glycol or ethanol until their return to
the Zoological Museum, University of Copenhagen, Denmark. Specimens were sorted to
family and assigned to a morpho-species based on their external morphological characters.
Taxonomic experts for particular groups have been contacted for further identification of
species whenever possible. A preliminary list of the species and morpho-species identified
thus far are shown in the tables below (Tables 5.2, 5.3, and 5.4).
In addition to the general species survey of the entire arthropod fauna we also used
standardized sampling protocols to compare the habitats for their diversity and abundance of
four major taxonomic groups. Beetles, spiders, ants, bees and wasps (Coleoptera, Arachnida,
Formicidae and Hymenoptera, respectively) are commonly used as indicator species in
broader ecological studies throughout the world. Three independent trapping sites were
placed in each habitat type. Five plastic cups (95mm diameter x 120 mm depth) were placed
approximately 5 meters apart, buried so that they were level with the ground and filled with
propylene glycol. After 5 days the traps were emptied, specimens were rinsed using ethanol
and sorted for identification. For each of these taxonomic groups we counted the number of
individuals captured within a series of pitfall traps. To display the results so that comparisons
can be made between taxa the count for each habitat type was divided by the total number of
specimens collected and presented as a percentage using weighted averages.
The use of standardized pitfall trapping allowed us to compare the five habitat types
identified within the Al Zubarah exclusion and buffer zones. Although each animal type had
a unique distribution within these habitats we can see an overall pattern which suggests that
places with more stable environments tend to have greater arthropod abundance (Figure 5.1).
The beach and lower Sabkha, which tend to be extremely unstable environments had the
lowest trap catch while the areas with less disturbance had greater abundance and diversity
(not shown). Also important was the presence of vegetation resources such as shrubs in the
upper sabkha, grasses and herbs within the moist depressions of the rocky desert, or the
acacia trees. Plants provide food for herbivores, nectar resources, prey items, increased
humidity, shade and shelter. Interestingly the Acacia tree species appear to have lower levels
of both spiders and winged Hymenoptera (bees and wasps), but this is most likely because
these animals have moved off of the ground and are utilizing the flowers, leaves and branches
of the tree. In contrast, the high abundance of ground nesting ants near the trees is probably
due to the presence of aphids and other Hemipterans that produce honeydew to feed the ants
in exchange for protection from predators. The unique ecological interactions that occur
because of these plant resources make the preservation of these habitats essential for
maintaining a diverse fauna in the harsh desert landscape.
5.3 CONCLUSIONS AND RECOMMENDATIONS
These results are a first step to better understanding Qatari fauna, but we are only beginning
to get a picture of the complete terrestrial Arthropod community for Qatar. This study should
still be considered very preliminary since some major taxonomic groups including Diptera,
Hymenoptera, Lepidoptera, Orthoptera and Hemiptera have not been fully examined from
32
our samples. Several of these taxonomic groups required identification by experts who have
not had time to return their results. Therefore we expect the species list to greatly increase as
more accurate names are added.
The current study also should be viewed as a snap-shot of the entire community rather than a
comprehensive picture of all the insects, spiders and other arthropods that inhabit the Al
Zubarah area. Our collecting trip occurred in March before the end of winter temperatures.
Since all of the Arthropoda are ectothermic (“cold blooded”) most of these animals were not
particularly active during this time of year, therefore trap catches were much smaller than
what could be expected in other seasons. Warmer temperatures later in the year also allow the
new generation of insects to complete their development and emerge as adults. Several
species known from the other areas in the eastern Arabian Peninsula have only been collected
during the summer and autumn. One study of the insects in Doha showed that there are two
peaks of insect abundance, one in April-May and a second much larger peak in September-
October (Abushama, 2006). Therefore we recommend later spring and autumn collecting
trips be initiated as soon as possible to take advantage of these peaks of insect activity.
Every insect collection has some level of bias, and this study is no exception. Due to the
failure of some equipment arriving from an overseas supplier we were not able utilize all the
trapping methods originally planned for. As a result many of the collecting methods deployed
tended to favor ground dwelling animals such as beetles, ants, spiders, and scorpions. The
fact that we did collect so many bees and wasps (Hymenoptera) and flies (Diptera) in the
pitfall traps is an indication of the scarcity of vegetative cover and the attractiveness of the
white cups used to make these traps. Future workers should utilize the UV light traps,
Malaise traps, flight intercept traps and other equipment that will open the door to collecting
a wider variety of day and night flying insect species.
Our final recommendation is to encourage the preservation of the habitats that support
Qatar’s unique plant and animal life. Studies such as our standardized pitfall sampling should
be conducted to quantify the species richness and assess the quality of these habitats. Our
results suggest that areas that support the deserts sparse plants also encourage wildlife
diversity. Features like the shrub covered upper sabkha, acacia trees and the moist grassy
depressions of the desert that have traditionally provided fodder for domestic animals also
provide important resources for the wild animals of Qatar. Beyond the arthropod community
surveyed in our study we also observed the spiny-tailed lizard or dhub (Uromastyx aegyptia),
several rodents, and a variety of birds utilizing these habitats. The placement of future
buildings should avoid disruption of vegetated habitats as much as possible. That would leave
room for interpretive pathways which might take advantage of these unique parts of the
ecosystem, especially the transition zone between the sabkha and the slightly higher
elevations where the rocky desert plants thrive.
33
References
R.M. Abdu and N.F. Shaumar, 1985. A preliminary list of the insect fauna of Qatar. Qatar
University Science Bulletin. 5: 215-232.
F.T. Abushama, 1999. Dominance value and community production of desert Arthropoda in
Qatar. Qatar University Science Journal. 18: 137-153.
F.T. Abushama, 2006. Night and early morning flying insects in a residence backyard in
Doha City, Qatar. Qatar University Science Journal. 26: 83-90
List of Lepidoptera of Qatar. Wikipedia, accessed 8/24/2012 at 11:32,
http://en.wikipedia.org/wiki/List_of_Lepidoptera_of_Qatar
Carabidae Checklist of the Qatar. Carabidae of the World, accessed 8/25/2012 at 14:57,
http://carabidae.pro/carabidae/pcid_83.html
J. Háva and E. Pierre, 2008. Contribution to the Family Dermestidae (Coleoptera) from
Qatar. Journal of the Entomological Research Society. 10(2): 37-41.
D. Keith and P. Bordat, 2011. Sur la faune des Scarabaeoidea du Qatar (Coleoptera).
Nouvelle revue d'entomologie (N.S.). 27 (2): 183-189.
L. Soldati, 2009. Darkling Beetles (Coleoptera: Tenebrionidae) of Qatar. Natura optima dux
Foundation, Warszawa (Poland). pp. 101.
34
Tables
Table 5.1. Summary of the terrestrial Arthropoda species known from Qatar.
All Insecta
Class Family Genera Species Date References
Orders Orders*
Qatar Checklist 1 15 (15) 63 154 170 1985 1.
1., 2., 4., 5.
Literature review 4 20 (15) 86 208 262 25 Sep. 2012
and others
Al Zubarah current
5 30 (16) 82 80 171 25 Sep. 2012
Morpho-species study
New taxonomic current
1 12 (3) 27 23 3 25 Sep. 2012
records† study
*Columns present totals for all Arthropods except for “Insecta Orders” which are a subset of Arthropod Orders.
†
Taxa found in this survey not previously reported from the literature for Qatar.
35
Table 5.2. Minor Arthropod Classes collected from proposed UNESCO Exclusion and Buffer Zone, Al Zubarah, Qatar, in March 2012.
Morpho-
Class Order Family Genus Species Author Date species New record References
Malacostraca Amphipoda sp. 1 O
Isopoda Oniscidia Porcellio evansi Omer-Cooper 1923 1? 2.
Chilopoda Geophilomorpha Geophilidae sp. 1 O/F
Scalopendramorpha Scolopendridae Scolopendra mirabilis Porat 1876 1 2.
Entognatha Entomobryomorpha sp. 1 C/O
Poduromorpha sp. 1 C/O
Symphypleona sp. 1 C/O
The numbers of Morpho-species are distinct specimens types thought to represent undetermined species; a “?” indicates uncertainty at the
lowest taxonomic level indicated. New records are indicated for Qatar for taxonomic Class (C), Order (O), and Family (F). Notice that
none of these taxa have been previously reported from Al Zubarah.
36
Table 5.3. Arachnids (Arthropoda: Arachnida) collected from proposed UNESCO Exclusion and Buffer Zone, Al Zubarah Archaeological
Site, Qatar, in March 2012.
Morpho-
Class Order Family Genus Species Author Date species New record References
Arachnida Ixodida Ixodidae sp. 2
Trombidiformes sp. 1 O
Oribatida sp. 1 O
Araneaea Araneidae sp. 1 F
Clubionidae sp. 1? F
Gnaphosidae sp. 1
Linyphiidae Prinerigone cf vagans (Audouin) 1826 1 F/G/S
Lycosidae Lycosa sp. 1 (Fig. 5.2) 2.
Oonopidae sp. 1 F
Oxyopidae sp. 1? F
Philodromidae Phillodromus sp. 2 2.
Pholcidae Artema sp. 1 F/G
Salticidae sp. 1 F
Scytodidae sp. 1 F
Sicariidae Loxosceles sp. 1 F/G
Sparasidae sp. 1 F
Tetragnathidae sp. 1? F
Theridiidae Enoplagnatha sp. 1 F/G
Theridiidae Latrodectus sp. 1 F/G
Zodariidae sp. 1 F
Pseudoscorpiones Withiidae sp. 1? O/F
Scorpiones Buthidae Androctonus crassicauda (Olivier) 1807 1? (Fig 5.3) 2.
Scorpiones sp. 2
Solifugae Daesiidae sp. 1 O/F
Rhagodidae sp. 1 O/F
The numbers of Morpho-species are distinct specimens types thought to represent undetermined species; a “?” indicates uncertainty at the
lowest taxonomic level indicated. New records are indicated for Qatar for taxonomic Order (O), Family (F), Genus (G) and Species (S).
Notice that none of these taxa have been previously reported from Al Zubarah.
37
Table 5.4. Insects (Arthropoda: Insecta) collected from proposed UNESCO Exclusion and Buffer Zone, Al Zubarah, Qatar, in March 2012.
Lit. Al Morpho- New
Order Family Subfamily Genus Species Author Zubarah species record References
Coleoptera Anobiidae Ptilinus sp. 1 G
Anobiidae sp. 1
Anthicidae Anthicus sp. 1? F/G
Anthicidae sp. 4 F
Carabidae Anthiinae Anthia duodecimguttata Bonelli x 1., 2., 5.
Carabidae Carabinae Calosoma sp. 1
(Latreilla &
Carabidae Cicindelinae Megacephala euphratica Dejean) 1 G
Carabidae Cicindelinae Nebria sp. 1 G
Carabidae Trechinae Bembidion sp. 3? G
Carabidae sp. 7
Cerambycidae Apomecyna lameerei Pic x 1.
Chrysomelidae Bruchinae sp. 1 F/SF
Chrysomelidae sp. 1 F
Cleridae Necrobia sp. 2
Coccinellidae Coccinella undecimpunctata Linnaeus x 1? 1.
Coccinellidae sp. 2
Cryptophagidae Cryptophagus sp. 1 F/G
Curculionidae Tychius sp. 1 G
Curculionidae sp. 5
Dermestidae Dermestinae Dermestes sp. 1
Dermestidae sp. 5
Elateridae sp. 1
Endomychidae Holoparamecus sp. 1 F/G
Histeridae Saprinus sp. 1 F/G
Histeridae sp. 4 F
Latridiidae Migneauxia sp. 1 F/G
Ptiliidae Acrostrichis sp. 1 F/G
Ptiliidae Actidium sp. 1 F/G
Scarabaeidae Aphodiidae Aphodius sp. 1 G
Scarabaeidae Dynastinae Pentodon bispinosus Kuster 1? 1.
Scarabaeidae sp. 3
Staphylinidae Aleocharinae Aleochara sp. 1
38
Staphylinidae Aleocharinae sp. 1
Lit. Al Morpho- New
Order Family Subfamily Genus Species Author Zubarah species record References
Coleoptera Staphylinidae Oxytelinae Bledius sp. 3 SF/G
Staphylinidae Staphylininae sp. 3 SF
Tenebrionidae Adesmia sp. x 1 (Fig. 5.4) 1.
Tenebrionidae Akis sp. 1
Tenebrionidae Blaps mortisaga Linnaeus 1? (Fig 5.5) 2.
Tenebrionidae Erodius sp. 2 2.
Tenebrionidae Gonocephalum sp. 4
Tenebrionidae Mesostina sp. 3
Tenebrionidae Micipsa sp. 3? 1.
Tenebrionidae Pimelia sp. 1?
Tenebrionidae Trachyderma sp. 1
Tenebrionidae Trachyderma hispida (Forsskal) 1? 2.
Tenebrionidae Zophosis sp. 1 1., 2.
Tenebrionidae sp. 10
Dermaptera Labiduridae Labidura confusa Capra x 1.
Dictyoptera Blattidae Blattella germanica Linnaeus x 1.
Blattidae sp. 2
Mantidae Blepharopsis mendica (Fabricius) x 1.
Mantidae sp. 1
Diptera Bombyliidae sp. 1
Calliphoridae sp. 1
Culicidae sp. 1
Muscidae Musca domestica Linnaeus 1? 1.
Sarcophagidae Blaesoxipha setose (Salem) 1 G/S
Sarcophagidae Sarcophaga sp. 1
Sarcophagidae Wohlfahrtia sp. 1
Syrphidae sp. 1
Tachinidae sp. 1
Embioptera sp. x 1 1.
39
Lit. Al Morpho- New
Order Family Subfamily Genus Species Author Zubarah species record References
Hemiptera Aphididae sp. 1 F
Coccoidea sp. 1
Cydnidae Cydnus hispidulus Klug x 1.
Cydnidae Cydnus macrophthalmus E. Wagner x 1.
Cydnidae sp. 1
Lygaedae sp. 1
Pentatomidae sp. 1
Pyrrhocoreidae Scantius aegyptius (Linnaeus) 1? 1.
Reduviidae Reduvius sp. 1
Rhopalidae Agraphopus lethierryi Stål 1? 1.
Hymenoptera Apidae sp. 1 (Fig. 5.6)
Dryinidae sp. 1 F
Formicidae Camponotus maculatus Emery x 1.
Formicidae Formicinae sp. 1
Formicidae Myrmicinae Cardiocondyla sp. 1 G
Formicidae Myrmicinae Crematogaster sp. 1 G
Formicidae Myrmicinae Monomorium sp. 1 2.
Formicidae Myrmicinae sp. 2
Formicidae Ponerinae Ponera sennaarensis (Mayr) 1 G/S
Formicidae Formicinae Cataglyphis niger (Linnaeus) 1? 2.
Sphecidae Liris haemorrhoidalis Fabricius x 1.
Isoptera Hodotermitidae Anacanthotermes ochraceus (Burmeister) 1? 1., 2.
Rhinotermitidae Psammotermes hybostoma Desneux 1? 1., 2.
Lepidoptera Acrtiidae Utetheisa pulchella (Linnaeus) 1? (Fig. 5.7) 1., 4.
Crambidae Herpetogramma licarsisalis (Walker) x 1., 4.
Noctuidae Clytie haifae (Habich) x 1., 4.
Noctuidae Trichoplusia ni (Hubner) x 1., 4.
Papilionidae Papilio demoleus Linnaeus x 1., 4.
Pieridae Madais fausta Oliver x 1., 4.
Sphingidae Hippotion celerio (Linnaeus) x 1., 4.
40
Lit. Al Morpho- New
Order Family Subfamily Genus Species Author Zubarah species record References
Neuroptera Chrysopidae sp. 1
Coniopterygidae sp. 1 F
Myrmeleontidae Morter hyalinus Oliver x 1.
Myrmeleontidae sp. 1
Odonata Aeshnidae Anax parthenope Selys 1? 1.
Orthoptera Acrididae Anacridium aegyptium Linnaeus x 1.
Acrididae Cyclopternacris etbaica Ramme x 1.
Acrididae Locusta migratoria (Linnaeus) 1? 1., 2.
Gryllidae Oecanthus sp. x 1.
Gryllidae Acheta domesticus Linnaeus 1? 1., 2.
Gryllotalpidae Gryllotalpa gryllotalpa Linnaeus x 1.
Tettigonidae Homorocryphus nitidulus Scopoli x 1.
Psocoptera sp. 1 O
Siphonaptera sp. 1 O
Thysanoptera Thripidae sp. 1 O
Thysanura Lepismatidae Thermobia domestica (Packard) 1? 1.
“Lit. Al Zubarah” column shows if the species has been previously recorded for the locality in the literature. The numbers indicated in the
Morpho-species are distinct specimens types thought to represent undetermined species; a “?” shows uncertainty at the lowest taxonomic
level indicated. New records are indicated for Qatar for taxonomic Order (O), Family (F), Subfamily (SF), Genus (G) and Species (S).
41
Figures
70%
60%
50%
% ot total catch
40%
30%
20%
10%
0%
Beach Lower Sabkha Upper Sabkha Meadow & Acacia Trees
Desert
Habitat types
Beetles Spiders Ants Bees & Wasps
Figure 5.1: Terrestrial arthropod collections made in each habitat type using standardized pitfall
sampling. Percentages are calculated from average values of each habitat type divided by a
weighted average of the total catch.
Figure 5.2: A large wolf spider (Lycosidae). These spiders are solitary hunters that usually come out
at night to feed on other arachnids and small animals. Although they can give a poisonous bite when
continuously harassed, they prefer running away from people. (photo by J. Kielgast).
42
Figure 5.3: Arabian fat-tailed scorpion, Androctonus crassicauda (Olivier 1807), is one of the most
lethal scorpion species in the world. This mildly aggressive species can grow up to 10 cm long and
is the largest of the three species we found in Qatar. (photo by K.P. Puliafico).
Figure 5.4: A pitted darkling beetle in the genus Adesmia is one of the few beetles commonly seen
during daylight hours at Al Zubarah. These long-legged beetles are well adapted to running on the
hot sands of the desert. Their angular shape and hard exoskeletons help to protect them from
daytime predators like birds. (photo by K.P. Puliafico).
43
Figure 5.5: Blaps cf. mortisaga Linnaeus, 1758, is the largest beetle species (over 4 cm) collected in
the Al Zubarah Archaeological Site during our study. Like most of the beetles found here, it is most
active at night. Despite its large size this species only feeds on plant material (photo by J. Kielgast).
Figure 5.6: A bee pollinating flowers near the grassy depressions found in the rocky desert near Al
Zubarah Fort. Possibly a member of the family Apidae, pollinators like this are most active during
the day because they search out the flowers by sight (photo by K.P. Puliafico).
44
Figure 5.7: Other pollinators such as these moths (Utetheisa sp.) are active at night. This pair is
preparing to lay eggs for the next generation (photo by J. Kielgast).
45
6. FISHES
Peter Rask Møller1, Philippe Provencál1, Jos Kielgast2 (Vertebrate department1 and Center of
GeoGenetics2, Natural History Museum of Denmark, Universitetsparken 15, DK-2100 Copenhagen
Ø, Denmark, Email: pdrmoller@snm.ku.dk).
6.1 INTRODUCTION
The Arabian Gulf including the waters of Qatar is characterized by shallow depths, high salinity and
dramatic seasonal temperature changes (Sheppard et al. 1992). Due to recent glacial extinctions, the
fish fauna is relatively young and comparatively species poor for a tropical sea, but characterized by
high productivity and abundance. This extreme marine setting makes the Gulf interesting for
conventional marine biodiversity research, but even more so as a study ground for the development
of novel bio-monitoring approaches. For the present study we tested the use of night snorkeling as a
tool for fish biodiversity surveys. Additionally environmental DNA (eDNA) was sampled, in
filtered seawater for future biodiversity projects (see Thomsen et al. 2011, 2012).
Danish investigations of the marine fauna of Arabian seas goes back to the famous Arabian Voyage
1761-67, where Peter Forsskål collected and described more than 150 common fish species. The
type specimens of 60 species are still stored at the Natural History Museum of Denmark, available
for modern studies (see http://www.zmuc.dk/VerWeb/Peter_ Forsskaal/Peter_Forsskaal.html). A
very significant contribution to the knowledge about the fish fauna of the Arabian Gulf was the
survey (1937-38) and publication (1944) of H. Blegvad and B. Løppenthin. In fact there was no
comprehensive scientific study of the ichthyofauna of the region until this Danish systematic
survey. Despite of many more recent studies in the region (e.g. Randall 1995, Carpenter et al. 1997,
Al-Baharra 1986), the fish fauna in the waters of Qatar is still not well known. Available literature
does not represent complete check-lists (e.g. Sivasubramaniam 1982) and no detailed information
exists on the fish fauna of the Al Zubarah buffer zone.
The purpose of the present study is to provide an overview of the local fish fauna in the Al Zubarah
buffer zone. With only 3 weeks of field work all we can expect is a snapshot of the fauna and more
seasons is needed before we can expect a full species list. We hope, however, that this small
contribution will be relevant for the future management of the zone and that it will represent at new
beginning and continuation of the fine Danish tradition for exploration in the Arabian Seas
6.2 METHODS
The buffer zone was investigated from the 6 March to 23March 2012, by multi-mesh gill-net (one
night), baited traps (3 nights), and snorkelling with camera (Cannon D7) and spear gun (3 nights, 2
days) and scuba diving (3 day divers). Gil-netting was abandoned due to problems with floating
seaweed. The baited traps were not successful and caught swimming crabs only.
46
6.3 FINDINGS WITHIN THE BUFFER ZONE
A total of ca. 48 identified fish species in 33 families were observed, photographed and/or caught
within the buffer zone. A total of 33 species were collected for museum collections and tissue was
sampled for DNA sequencing. A total of 35 species were UV-photographed. Most species were
observed along the Ras Ushayriq area, where 38 species were found. At the old pier 13 species were
recorded, followed by 7 at the outer zone and 1 in the canal, respectively. The most diverse families
were seabreams (Sparidae) with 5 species, followed by stingrays (Dasyatidae), Blennies
(Blennidae) and emperors (Lethrinidae) all with 3 species.
6.4 SPECIES LIST
Species recorded inside the Buffer zone. Families listed according to Nelson (2006). Abundance
symbols: - absent, + 0-5 specimens, ++ 6-50 specimens, +++ >50 specimens observed.
Localities
Ras Ushayriq
Outer zone
UV photo
Collected
Old Pier
Canal
IUCN
Species
Hemiscylliidae
Chiloscyllium arabicum Gubanov, 1980 Arabian carpetshark NT - + - - + -
Dasyatidae
Himantura gerrardi (Gray, 1851)* Sharpnose stingray VU - + - - - +
Himantura uarnak (Gmelin, 1789) Honeycomb stingray VU - + - - + +
Pastinachus sephen (Forsskål, 1775)* Cowtail stingray DD + - - - + +
Chanidae
Chanos chanos (Forsskål, 1775)* Milkfish NE - + - - - +
Plotosidae
Plotosus lineatus (Thunberg, 1787)* Striped eel catfish NE - + - - + +
Batrachoididae
Allenbatrachus grunniens (Linnaeus, 1758)* Grunting toadfish NE - + - - + +
Mugilidae
Moolgarda seheli (Forsskål, 1775)* Bluespot mullet NE - +++ - - + -
Mugilidae sp. (juv) - - - + - +
Atherinidae
Atherinomorus lacunosus (Forster, 1810)* Hardyhead silverside NE + +++ - - + +
Hemiramphidae
Hemiramphus far (Forsskål, 1775)* Black-barred halfbeak NE - ++ - - + +
Belonidae
Ablennes hians (Valenciennes, 1846)* Flat needlefish NE + ++ - - - +
Tylosurus crocodilus (Péron & Lesueur, 1821)* Hound needlefish NE - ++ - - - +
Platycephalidae
Platycephalus indicus (Linnaeus, 1758)* Bartail flathead DD - ++ - - + +
Serranidae
Epinephelus tauvina (Forsskål, 1775)* Greasy grouper DD - ++ - - + +
Pseudochromidae
Pseudochromis percicus Murray, 1887* Bluespotted dottyback NE - - + - + -
Teraponidae
Terapon puta (Cuvier and Valenciennes, 1829)* Smallscaled terapon NE ++ - - - + -
47
Apogonidae
Apogonichthyoides nigripinnis (Cuvier, 1828)* Bullseye NE + +++ - - + +
Carangidae
Carangoides bajad (Forsskål, 1775) Orangespotted trevally NE - + - - + +
Gnathanodon speciosus (Forsskål, 1775)* Golden trevally NE - + - - - -
Lutjanidae
Lutjanus argentimaculatus (Forsskål, 1775) Mangrove red snapper NE - + - - - +
Lutjanus fulviflamma (Forsskål, 1775) Dory snapper NE +++ +++ - - + +
Gerreidae
Gerres oyena (Forsskål, 1775)* Common silver-biddy NE +++ +++ - - + +
Haemulidae
Plectorhinchus sordidus (Klunzinger, 1870)* Sordid rubberlip NE - ++ - - + +
Nemipteridae
Scolopsis ghanam (Forsskål, 1775) Arabian monocle bream NE - + + - + -
Black-streaked monocle NE
Scolopsis taeniata (Cuvier, 1830) - + - - + -
bream
Lethrinidae
Lethrinus lentjan (Lacepède, 1802) Pink ear emperor NE - ++ - - + +
Lethrinus microdon (Valenciennes, 1830) Smalltooth emperor NE - ++ - - - +
Lethrinus nebulosus (Forsskål, 1775) Spangled emperor NE - ++ - - - +
Sparidae
Acanthopagrus bifasciatus (Forsskål, 1775) Twobar seabream NE + ++ - - + +
Diplodus sargus kotschyi (Steindachner, 1876) One spot seabream NE - ++ - - + +
Rhabdosargus haffara (Forsskål, 1775) Haffara seabream NE - ++ - - + +
Rhabdosargus sarba (Forsskål, 1775) Goldlined seabream NE + - - - + -
Sparidentex hasta (Valenciennes, 1830) Sobaity seabream NE - + - - + +
Mullidae
Upeneus tragula Richardson, 1846* Freckled goatfish NE + + + - + +
Monodactylidae
Monodactylus argenteus (Linnaeus, 1758)* Silver moony NE - ++ - - - +
Chaetodontidae
Black-spotted LC
Chaetodon nigropunctatus Sauvage, 1880* - + - - - -
butterflyfish
Pomacanthidae
Pomacanthus maculosus (Forsskål, 1775) Yellowbar angelfish LC - + - - + +
Labridae
Halichoeres leptotaenia Randall & Earle, 1994* A labrid NT - - + - + -
Blennidae
Ecsenius pulcher (Murray, 1887)* A combtooth blennie NE - + - - - -
Istiblennius lineatus (Valenciennes, 1836)* Lined rockskipper NE + - - - + -
Petroscirtes ancylodon Rüppell, 1835* Arabian fangblenny NE - - + - + -
Gobiidae
Istigobius ornatus (Rüppell, 1830)* Ornate goby NE - + - - + -
Cryptocentrus lutheri (Klausewitz, 1960)* Luther's shrimpgoby NE - - + - + -
Gobidae sp. - + - - + -
Siganidae
Siganus canaliculatus (Park, 1779)* White-spotted spinefoot NE + +++ - - + +
Acanthuridae
Acanthurus sohal (Forsskål, 1775)* Sohal surgeonfish NE - + - - - +
Sphyraenidae
Sphyraena obtusata Cuvier, 1829* Obtuse barracuda NE - ++ - - + +
Soleidae
Solea stanalandi Randall & McCarthy, 1989* Stanaland's sole NE + - - - - +
Monacanthidae
Paramonacanthus oblongus (Temminck & Schlegel, NE
Hair-finned filefish - - + - + -
1850)*
48
Hemiscylliidae (Bamboo sharks)
A single specimen of Chiloscyllium arabicum was photographed at night near Ra`s ´Ushayriq.
Dasyatidae (Whiptail stingrays)
Three species were collected from the zone. Most abundant seems to be Pastinachus sephen often
observed at daytime around the Old Pier. Himantura gerrardi has not previously been reported
from Qatari waters. The collected specimens are currently being studied by Peter Last, CSIRO,
Hobart.
Chanidae
Chanos chanos was collected from the Ras Ushayriq area, where it appeared to be common.
Plotosidae (Eeltail catfishes)
A few specimens of Plotosus lineatus was found on rocky bottoms at Ras Ushayriq.
Batrachoididae (Toadfishes)
A few specimens of Allenbatrachus grunniens was found at night time on rocky bottoms at Ras
Ushayriq.
Mugilidae (Mullets)
Huge schools of mullets were seen at night time in shallow water near Ras Ushayriq. Based on the
dark spot in the pectoral basis they were identified as Moolgarda seheli, but more species might be
present. A juvenile specimen (12 mm) was collected in the old water canal by the entomology team
(Anne and Ken).
Mullidae (Goatfishes)
A single species, Upeneus tragula, was observed both day and night in low densities in the zone.
The taxonomy of the genus is currently being investigated by Franz Uiblein, IMR, Bergen. Schools
of another species, Parupeneus margaritatus Randall & Guézé, 1984 were photographed at Düvel
Rock.
Atherinidae (Old world silversides)
At least one species, Atherinomorus lacunosus, was very common in the zone. They were observed
near the surface at night.
Hemiramphidae (Halfbeaks)
A single species Hemiramphus far was common near Ras Ushayriq.
49
Belonidae (Needlefishes)
At least two species seen and collected at night time near Ras Ushayriq.
Platycephalidae (Flatheads)
A single species Platycephalus indicus was common on sandy bottoms near Ras Ushayriq.
Serranidae (Sea basses)
A single species, Epinephelus tauvina, was common near Ras Ushayriq. Some of the archeologists
had also seen it from the Old Pier. It was found in rocky crevices, but they were also observed
digging holes in the sand in very shallow waters, typically under rocks. This is one of the most
popular and valuable species at local fish markets. Specimens up to 69 cm were collected.
Pseudochromidae (Dottybacks)
A few specimens of Pseudochromis percicus was photographed at daytime during diving in the
outer zone.
Teraponidae (Terapons)
A small school of Terapon puta was photographed in the sea weed near the “Old Pier”.
Apogonidae (Cardinal fishes)
At least one species, Apogonichthyoides nigripinnis, was very common in the zone. A bright red
specimen seen in a cave at Ras Ushayriq is likely to represent another species.
Carangidae (Jacks and pompanos)
Carangoides bajad was caught and UV photographed, whereas Gnathanodon speciosus was
observed only, and needs further confirmation.
Lutjanidae (Snappers)
Two species was found in the zone. Lutjanus fulviflamma was very common including juvenile
specimens.
Gerridae (Mojarras)
At least one species was very common on the shallow, sandy habitats. More species is likely to be
present.
Haemulidae (Grunts)
A single species, Plectorhinchus sordidus, was common at Ras Ushayriq.
50
Nemipteridae (Thredfin breams)
Scolopsis ghanam and Scolopsis taeniata were observed and photographed in low numbers in the
zone.
Lethrinidae (emperors)
Three species were caught near Ras Ushayriq. Most common was Lethrinus lentjan, a well know
fish at local fish markets. All were recorded by night snorkelling, except for one specimen found in
a trap set by locals from Ras Ushayriq.
Sparidae (Porgies)
Five species were recorded in the buffer zone. Most abundant was Acanthopagrus bifasciatus,
whereas Rhabdosargus sarba was represented by a single specimen. The largest collected specimen
was a Sparidentex hasta, 66 cm in total length.
Monodactylidae (Moonfishes)
A school of ca. 10 specimens of Monodactylus argenteus was observed at night time at the tip of
the Ras Ushayriq area.
Chaetodontidae (Butterflyfishes)
A single species was observed at Ras Ushayriq. Furthermore, the species was collected from the
pier at Al Dhabiyah and photographed at Düvel Rock.
Pomacanthidae (Angelfishes)
A single species, Pomacanthus maculosus, was observed at Ras Ushayriq. Two specimens were
collected from a trap set by local people from Ras Ushayriq.
Labridae (Wrasses)
A few specimens of Halichoeres leptotaenia, was photographed in the outer zone at ca. 5 m.
Blennidae (Combtooth blennies)
Three species were observed in the buffer zone, all as single specimens. None of these were
collected and further confirmation of the identification is needed. One of the species, Petroscirtes
ancylodon, was collected outside the zone at the pier at Al Dhabiyah.
Gobiidae (Gobies)
Two species were identified on the basis of photos, whereas one additional photographed species
was left unidentified. Only few specimens of gobies were observed.
51
Siganidae (Rabbitfishes)
A single species, Siganus canaliculatus, was very abundant near Ras Ushayriq. Rabbitfishes can
change colour in seconds, so more species might be present. The identification of S. canaliculatus
was based on the dark spot behind the head.
Acanthuridae (Surgeon fishes)
A single specimen of Acanthurus sohal was observed and collected at the tip of Ras Ushayriq. It
was found in the rocky pier at night time.
Sphyraenidae (Barracudas)
One species, Sphyraena obtusata, was common in small groups at Ras Ushayriq.
Soleidae (Soles)
A single, juvenile specimen of Solea stanalandi was collected by a push net near the Old Pier.
Monacanthidae (Filefishes)
A single juvenile specimen of Paramonacanthus oblongus was photographed hiding in sea weed, at
the outer buffer zone at about 5 meters depth
6.5 FINDINGS, OTHER LOCATIONS
Pier at Al Dhabiyah
This abandoned harbor seemed to be severely polluted by oil. During one hour night snorkeling 13
March 2012, the following species were collected: Petroscirtes ancylodon, Chaetodon
nigropunctatus, Plectorhinchus sordidus, Lutjanus argentimaculatus and Epinephelus tauvina.
Coral heads
The coral there were all dead, and only two fish species were observed during day snorkeling 12
March 2012: Acanthopagrus bifasciatus and Scolopsis taeniata.
Düvel Rock
Many living corals were forming reef. Most, however, were covered by algae. Several fish species
were photographed during day, snorkeling on the 12 March 2012: e.g. Acanthopagrus bifasciatus,
Scolopsis ghanam, Parupeneus margaritatus, Chaetodon nigropunctatus, Abudefduf vaigiensis
(Quoy & Gaimard, 1825), Pseudochromis percicus, Lutjanus fulviflamma and Ecsenius pulcher.
52
6.6 CONCLUSIONS AND RECOMMENDATIONS
A total of 48 species in 33 families were found in the buffer zone. No less than 31 of the species are
not mentioned as present in Qatari waters in FishBase (Frose and Pauly 2012), a global internet
facility much used by ichthyologists and managers worldwide. This large proportion is most likely
caused by the fact that no study of the Qatari fish fauna has been done, and that few entries of
Qatari fishes have been made into the database.
Most of the species (39) have not been evaluated for the international IUCN Red list of threatened
species. Two species of stingray (Himantura gerrardi and Himantura uarnak (Figure 6.3) are
considered Vulnerable (VU), a shark Chiloscyllium arabicum (Figure 6.2) and a labrid Halichoeres
leptotaenia are considered Near threatened (NT), a butterflyfish Chaetodon nigropunctatus and an
angelfish Pomacanthus maculosus are placed in the Least Concern (LC) category, whereas another
stingray Pastinachus sephen (Figure 6.4), a flathead Platycephalus indicus (Figure 6.5) and a
grouper Epinephelus tauvina (Figure 6.6) are currently Data Deficient (DD).
Although the current study does not have a quantitative approach, some species were clearly more
common than others. Based on the observations the following 20 species can be considered
common in the zone: Ablennes hians, Acanthopagrus bifasciatus, Apogonichthyoides nigripinnis,
Atherinomorus lacunosus, Diplodus sargus kotschyi, Epinephelus tauvina, Gerres oyena,
Hemiramphus far, Lethrinus lentjan, Lethrinus microdon, Lethrinus nebulosus, Lutjanus
fulviflamma, Monodactylus argenteus, Moolgarda seheli, Platycephalus indicus, Plectorhinchus
sordidus, Rhabdosargus haffara, Siganus canaliculatus, Sphyraena obtusata, and Tylosurus
crocodiles.
Recommendations for future studies
The buffer zone contains a wide range of habitats, from sea grass, sand, mud, rocks, sea weed and
biogenous reefs of peal oysters. The zone seemed to be in a healthy environmental shape; with a
few signs of human impact were notes. No oil spills were observed in the water, in sharp contrast to
the situation on shore, but a few lost fishing gill nets were seen, as well as an unmarked fish trap.
In order to preserve the natural environment in the zone, it is essential that fishing and collection of
animals and plants are regulated. The zone should probably be a No-Take zone, so that snorkelers
and divers get to see as mush of the fauna as possible. Alternatively – a small bag-limit could be
introduced – so that recreational fishermen and visitors can catch a few fish or blue-crabs per day.
Gill-nets, trawls and traps should not be allowed, whereas fishing rods, spear guns, and hand nets
should be accepted, but with strict bag-limits.
As many as 35 % (17 of 48) of the species recorded from the zone are described by Forsskål (1758).
The types of most of these species were collected in the Red Sea during the Arabian voyage (1761-
67), most likely obtained from local fishermen. Future studies based partly on the collections made
in the Buffer zone may focus on the small morphological (and genetic) differences that are found
between Red Sea and Arabian Gulf populations.
Several fish species were heavily infected with external parasites. Some of the worst examples were
seen on e.g. Upeneus tragula, Platycephalus indicus, Rhabdosargus sarba, Siganus canaliculatus,
Plectorhinchus sordidus, Apogonichthyoides nigripinnis, Gerres oyena and Scolopsis taeniata were
53
infected by unknown fish lice (Argulidae) (Figure 6.5). The high parasite density might be caused
by osmoregulatory stress as a result of the high salinity. The parasite fauna is another obvious topic
for future studies in the buffer zone.
54
References
Al-Baharra , W.S. 1986: Fishes of Bahrein, Ministry of Commerce and Agriculture,
Directorate of Fisheries, Bahrein.
Blegvad, H. & Løppenthin, B. 1944. Fishes of the Iranian Gulf. Einar Munksgaard.
Carpenter, K.E., Krupp, F., Jones, D.A. & Zajons, U. 1997. The living marine resources of Kuwait,
Eastern Saudi Arabia, Bahrain, Qatar & the United Arab Emirates. Rome : FAO.
Forsskål, P. 1775. Piscium. In: Niebbuhr, C. (Ed.) Descriptiones Animalium. Haunia.
Froese, R. and D. Pauly. Editors. 2012.FishBase. World Wide Web electronic publication.
www.fishbase.org, version (08/2012).
Randall, J. E. 1995. Coastal Fishes of Oman. University of Hawaii Press.
Sheppard, C.R.C., Price, A.R.G. & Roberts, C.M. 1992. Marine Ecology of the Arabian Region.
Academic Press, New York.
Thomsen, P. F., Kielgast, J., Iversen, L. L., Wiuf, C., Rasmussen, M., Gilbert M. T. P., Orlando, L.
& Willerslev, E. 2011. Monitoring endangered freshwater biodiversity by environmental
DNA. Molecular Ecology 21: 2565–2573).
Thomsen, P. F., Kielgast, J., Iversen, L. L., Møller, P.R., Rasmussen, M. & Willerslev, E. 2012.
Detection of a diverse marine fish fauna using environmental DNA from seawater samples.
PLoS ONE 7(8): e41732. Doi: 10.1371/journal.pone.0041732.
Sivasubramaniam, K. 1982: Common Fishes of Qatar, marine Science Department, Faculty of
Science, University of Qatar, Doha.
55
Figures
Figure 6.1: Map of collection sites. Four subareas studied: 1. “Old Pier”, 2. “Ras Ushayriq”, 3.
“Outer zone” and 4. “Old Canal”.
56
Figure 6.2: Arabian carpetshark , Chiloscyllium arabicum, phographed near Ras Ushayriq, at night
12 March 2012. Photos PRM.
57
Figure 6.3: Honeycomb stingray Himantura uarnak. Upper photo: Specimen photographed near
Ras Ushayriq, at night 12 March 2012. Lower four photos of a specimen ZMUC uncat. (10114),
collected near Ras Ushayriq, at night 10 March 2012.
58
Figure 6.4: Cowtail stingray Pastinachus sephen. Upper photo of an un-collected specimen from the
Old Pier, 9. March 2012. Lower five photos of ZMUC uncat. (10225) collected 9 March 2012 near
the Old Pier.
59
Figure 6.5: Bartail flathead Platycephalus indicus phographed near Ras Ushayriq, at night 12 March
2012. Mid-left and lower photo shows a specimen infected with an unknown fish lice (Argulidae).
Photos PRM.
60
Figure 6.6: Greasy grouper, Epinephelus tauvina photographed and/ or collected from near Ras
Ushayriq, at night 8 -12 March 2012.
61
7. NAMES OF FISH AND OTHER MARINE ANIMALS IN QATAR
Philippe Provençal (Vertebrate department, Natural History Museum of Denmark,
Universitetsparken 15, DK-2100 Copenhagen Ø, Denmark),
7.1 INTRODUCTION
My area of study was two folds for this field season. Firstly, the goal was to gather local fish names
in Qatar, in the NW region and in Doha. Secondly, the aim was to compare these names to fish
names gathered from the Red Sea and the Mediterranean region as well as to names known from
Classical Arabic texts.
7.2 LOCAL FISH NAMES
The study was effectuated by visits to a smaller fish shop in the town of Al Shamāl and to a larger
fish market in Doha. The sellers were asked for the names of the fishes displayed. As all sellers
were from the Indian subcontinent, the names provided were subsequently compared with the
names provided by K. Siwasubramaniam & M.A. Ibrahim (1982) and Wajeeh S. Al-Baharna (1986)
whose publications were at the Al Zubarah camp.
Below are the lists showing the scientific names of the investigated species and the corresponding
local Arabic names in both Latin scientific transcriptions and in Arabic letters. The scientific names
are written in italics.
Table 7.1. Names gathered from a fish shop in Al Shamāl 18 March 2012
1 Siganus javus ṣāfī صافِي
َ
2 Rhabdosargus sarba qurqufān قُرْ قُفَان
3 Carangoides chrysophys suwaydī ُس َو ْي ِدي
4 Coral groupers Serranidae spp. (common designation) hāmūr هَا ُمور
5 Alepes mate jī ِجيش
6 Lethrinidae (common designation) a rī ِ َشع
ْري
(
7 Queenfish Scomberoides commersionanus laḫlā (laḥlāḥ)
(
8 Crab qabqab قَ ْبقَب
9 Cuttlefish Sepia sp. ḫatāq َخثَاق
Table 7.2. Names gathered from a poster in Doha on 21 March 2012
10 Queenfish Scomberoides commersionanus basār بسار
qī (vocalisation according to the
11 Parrot fish Scaridae sp. قيش
pronunciation provided at the fish market)
62
Table 7.3. Names gathered at the fish market in Doha on 21 March.
12 Doublebar bream Acanthopagrus bifasciatus fuskar فُ ْسكَر
13 Scomberomorus commersoni kanʿad َك ْن َعد
14 Gnathanodon speciosus rubīb ُربِيب
15 Mylio berda uʿm ُشعْم
16 Barracuda Sphyraena sp. jidd ِّجد
17 Arius thalassinus kim (Classical Arabic) im (Qa ar dialect) ِكم
18 Scaridae qī قِيش
19 Lethrinus spp. (common designation) uʿrī ِ ُشع
ْري
20 Rhonciscus stridens ḫīrah ِخيرة
21 Nemipterus sp. bāsī بَا ِسي
22 Trevallly Carangidae sp. zubaydī ُزبَ ْي ِدي
23 Blue Crab kukūb ُك ُكوب
24 Shark Pleurotremata sp. nawr نَوْ ر
ّ،ّهَا ُمور
25 Coral groupers Serranidae spp. (common designation) hāmūr, hamūr
هَ ُمور
26 Platax orbicularis ḥammūd, hammūd ّهَ ُّمود،َّح ُّمود
27 Euthynnus affinis (identity not certain) ḍabān, dabbān ّ َدبَّان،ّضبَّان
َ
28 Coral hind Cephalopholis miniatus ridāmūr ِردَا ُمور
29 Sole Soleidae sp. mūsā ُمو َسا
30 Black tail bream Diplodus sargus kirkafān ِكرْ َكفَان
ʿāqūl (correct pronunciation persumably ّعَاقُول
31 Needlefish Tylosurus leiurus, Ablennes hians
ḥākūl) ( َحا ُكول)ـ
32 Pony fish Leiognathus sp. zubaydī ُزبَ ْي ِدي
sikkīn (correct pronunciation persumably ّّ ِس ِّكين
33 Rachycentron canadus
sikin) ( ِس ِكن)ـ
34 Greater amberjack Seriola dumerili ḥamām َح َمام
35 mullet Mugilidae sp. būrī ُوريِ ب
ّس ُْلطـَان
36 Red goatfish Parupeneus sp. sul ān Ibrāhīm
إِ ْب َرا ِهم
37 Halfbeack Hemiramphidae sp. surūs ُسرُوس
38 Flathead Thysanophrys sp. baḥr بَحْ ر
63
7.3 MAIN CONCLUSIONS FROM THE WORK UNDERTAKEN THIS SEASON
The list of fish names from Qatar bears witness to the elaborate knowledge of the sea and sea
creatures found in the coastal populations around the Arabian Peninsula. Such knowledge manifest
itself in a wide vocabulary regarding all sea animals and the phenomenon was documented by the
research of Peter Forsskål (1775) and earlier by the description of fishes and sea creatures in the
Arabic geographical and scientific texts from the Classical period, ie. the period from the VIIIth to
the XVth century AD.
The fish names gathered during the Qatar field work season show some interesting features. When
the names are compared to names for the same species from the Red Sea, it is clear that not only is
the notion of species the same on both shores of the Arabian Peninsula, but the notion of genera
also remain the same. Thus Coral Groupers Serranidae spp. are designated by a common name both
in the Red Sea and in the Arabic Gulf, but this designation varies with the locality. In Egypt and in
other locations around the Red Sea the groupers as a group are called u ar while their common
designation in the Qatar is hamūr. In Egypt the members of the gender Lethrinus have aᶜūl as
common designation while in Qatar they have uᶜrı as common designation (personal observations).
This pattern illustrates that the Red Sea and Qatar represent two different linguistic entities when it
comes to the lexical contents of the fish fauna, but the notion of which species belong together in
families or genera remain the same across the Arabian Peninsula. More interesting is the fact, that
some species, e.g. mullets, mugilidae, have the same name as the one used in Arabic in the
Mediterranean region. In Egypt the fact that mullets are called by the same name both on the
Mediterranean and on the Red Sea Coasts could be explained by the geographical proximity of the
Red Sea to the Mediterranean. But the fact that mullets are called by the name būrī in both the
Mediterranean region, the Red Sea and in Qatar shows an interesting continuity. Such continuity is
also visible in the historical record, as this fish name is well known from Classical Arabic texts. For
instance in the list of 79 fishes and aquatic animals included in the descriptions of the island of
Tinnīs in Lake Manzalah in the Delta of the Nile by Yāqūt ibn ᶜAbdullāh al-Ḥamāwī (1179-1229) in
his book Muᶜjam al-Buldān and by Zakariāʾ b. Muḥammad b. Maḥmūd al-Qazwīnī (1203-1283) in
his Cosmography, Kitāb ʿAjāʾib al-Maḫlūqāt wa Gharāʾib al-Mawjūdāt.
A similar observation could be made on the name of the red goatfish. The Mediterranean species of
red goatfish Mullus barbatus and Mullus surmuletus are called sul ān Ibrāhīm in Egypt and the
Syro-Palestinian region (Oman 1966 and personal observations), and a red species of mullet is
known by this name at the fish market in Dawḥah. This name has also been recorded for the Red
Sea area, but it is not very common there (cf. Provençal 1997, Oman 1992, personal observations).
7.4 FUTURE RESEARCH
This study is part of the project The Arabic Animal-Names of Forsskål’s Descriptiones
Animalium by myself and B. Skaarup, housed at the Zoological Museum in Copenhagen. The aim
is to systematize the Arabic names of primarily fishes and other marine animals noted by Peter
Forsskål during the expedition The Arabian Voyage 1761-1767. This material has not yet been
adequately studied. This systematisation includes investigations in contemporary ichtiological
nomenclature around the Arabic Peninsula and in the Middle East as well as studies of fish
64
nomenclature in Classical Arabic geographical and scientific texts. In this respect material from
Qa ar is of great interest as it provides data from a part of the Arab World, where the sea and
fisheries play a crucial role from antiquity to the present day and thus gives an indispensable
contribution to investigations on the importance of the sea and its resources and on the knowledge
of marine life the Arabic culture in both Classical and modern context.
65
References
Al-Baharna, W. S. 1986. Fishes of Bahrein, Ministry of Commerce and Agriculture, Directorate of
Fisheries, Bahrein.
Forsskål, P. 1775. Descriptiones Animalium, post mortem auctoris edidit Carsten Niebuhr. Möller,
Copenhagen.
Oman, G. 1966. L'ittionimia nei Paesi Arabi del Mediterraneo. Quaderni dell'archivio linguistico
veneto. Casa editrice Leo S. Olschiki. Firenze.
Oman, G. 1992. L’Ittionimia nei paesi arabi dei Mari Rosso, Arabico e del Golfo Persico (o
Arabico), Instituto Universitario Orientale, Napoli.
Provençal, P. 1995. Enquête lexicographique sur les noms d'animaux en arabe /Alexicographic
survey of arabic animal names. Ph. D. afhandling ved Carsten Niebuhr Instituttet for
Nærorientalske Studier, Københavns Universitet.
Provençal, P. 1997. Animal names gathered by interviews with members of the Muzın tribe in
Sinai. Acta orientalia vol. 58 pp. 35-46.
Siwasubramaniam, K. & M.A. Ibrahim 1982. Common Fishes of Qatar, Marine Science
Department, Faculty of Science, University of Qatar, Doha.
66
Figures
Figure 7.1: A specimen of Gerres acinaces gathered during the field work 2012. Specimen and
photo: P. Provençal.
67
8. REPTILES
Jos Kielgast (Natural History Museum of Denmark, Universitetsparken 15, 2100 Copenhagen,
Denmark. joskielgast@snm.ku.dk).
8.1. INTRODUCTION
Reptiles are among the most conspicuous terrestrial animals in the arid landscapes of the Arabian
Peninsula and account for a substantial part of its vertebrate biodiversity. However, there are
substantial knowledge gaps in our understanding of the herpetofauna in the region and Qatar
features among comparatively poorly studied areas. Although reptiles have been covered in recent
national check-lists (Mohammed 1988; El-Sherif and Al-Thani 2000) very little scientific work has
been published on this sector of Qatar’s biodiversity. The country comprises characteristic habitats
of the Persian Gulf desert and semi-desert terrestrial ecoregion (Olson et al. 2001) and is hence
expected to harbour a fauna similar to the xeric lowlands of Western Saudi Arabia and The United
Arab Emirates. Currently a total of 29 species have been recorded in Qatar (El-Sherif and Al-Thani
2000). In comparison WWF lists 53 species to occur in the ecoregion and adjacent marine areas
(WWF 2006). This is some indication that the herpetological diversity in the country may
potentially be underestimated. The reference work for the entire Gulf region (Leviton et al. 1992)
provide an overview of all occurring species and subspecies including a total of 150 taxa from
South Eastern most Iraq, Iran, Kuwait, Western Saudi Arabia, Bahrain, Qatar and the United Arab
Emirates. Obviously this large area covers a number of habitats and zoogeographic zones which are
not present in Qatar. However, the neighbouring and more thoroughly investigated United Arab
Emirates has 72 nominal species which have been covered in a number of accessible popular and
scientific publications (Baha el Din 1996; Hornby 1996, Jongbloed 2000; Gardner 2005, 2008;
Baldwin et al. 2008; Soorae et al. 2010; Uetz et al. 2012). Such a substantial discrepancy in the
known diversity of these two neighbouring states should spur curiosity to the exploration of Qatar.
Intriguingly the most notable contribution to the knowledge on the herpetofauna of Qatar comes
from Saudi Arabia in the form of the book series “Fauna of Saudi Arabia” which provide the most
important broad herpetofaunistic references for the region (e.g. Arnold 1986; Gasperetti 1988,
1993; Schätti et al. 1994) as well as comprehensive treatment of specific groups (e.g. Arnold 1980,
1994; Hillenius 1984).
8.2 FINDINGS WITHIN THE BUFFER ZONE
Methods
A herpetological survey was conducted in the Al Zubarah archaeological site and buffer zone
during 5 March to 23 March 2012. Activities were targeted at supplying a checklist as complete as
possible for the local reptile fauna of the area. In arid landscapes the trade-offs between quantitative
and qualitative survey methods are noticeable due to the low abundance animals and patchy nature
of suitable micro habitat - in particular shelter from sun and predators. These features make
quantitative survey approaches very inefficient and opportunistic transect walks much more feasible
with regards to both number of records and taxonomic coverage. For similar reasons collection was
68
opportunistic by visual encounter and hand catching rather than installing time consuming
contraptions such as pitfalls and drift fences. During the survey the entire area of the archaeological
site and buffer zone was systematically surveyed by transect walks both during day and night. Due
to the limited size of the buffer zone and the relatively long time frame of the survey it was possible
to systematically investigate all areas at fine spatial scale with at least one visit during day and
night. The survey activities were thereafter targeted at the most promising localities of the
respective habitat types in the area. Day transect walk surveys in desert areas are normally focussed
at mornings and late afternoons due to the basking and foraging behaviour of diurnal species.
However, cold weather especially during the beginning of the survey made it more productive to
focus on the hottest hours of the day. In spite of this unconventional strategy many findings of
diurnal species were made, while the species were clearly inactive, by turning stones, vegetation
and debris they hide under during night and hibernation. Nocturnal surveys were carried out from
19:00-05:00. The main habitat types in the area are sabkha and stony desert. There is a well
vegetated transition between the two, but also patches of shrub and grass vegetation scattered
around other parts of the area although it is generally sparsely vegetated. Moreover, there are a few
natural stony ridges and several places with scattered piles of recent or historical building debris.
The archaeological site itself makes up such important habitat for many species. Shelter in all
forms, be it natural or man-made, is a decisive micro habitat feature to most of the species in the
area. The localities with the highest abundance and diversity of reptiles in the buffer zone area also
include two graveyards.
Reptiles recorded:
The Al Zubarah area hosts a relatively rich herpetofauna of lizards, amphisbaenids, snakes and sea
turtles including at least 18 reptile species belonging to eight different families. Lizards are by far
the most abundant and diverse group in the area with geckoes representing the most specious
family.
Lizards
The gulf short-fingered gecko (Pseudoceramodactylus khobarensis) (Figure 8.1A) is perhaps the
most widespread species in the area occurring both in the sabkha and the stony desert hinterland. It
was found even in quite bare habitat of sparsely vegetated gravel plain, but more abundantly on
moist soils. It is particular numerous around the area of the camel racetrack in the east of the buffer
zone. The former congeneric slevin’s sand gecko (Stenodactylus slevini) (Figure 8.1B) also occur in
the area, but it was only found where there were scattered large rocks or other shelter. The arabian
rough-tailed gecko (Cyrtopodion scabrum) (Figure 8.1D) and baluch ground gecko (Bunopus
tuberculatus) (Figure 8.1C) were very numerous in the same sheltered areas and especially around
the stony ridges in the northern sector of the buffer zone and among the archaeological building
debris. The latter is the more common of the two. The diurnal dwarf rock gecko (Pristurus
rupestris) (Figure 8.1E) can be found in decent numbers on the permanent buildings of the
archaeological site camp and scattered around the buffer zone were large rocks and permanent piles
of historical or recent building debris occur. Only a single specimen of persian leaf-toed gecko
(Hemidactylus persicus) (Figure 8.1F) was recorded in an old well north of the camp.
The most prominent reptile species in the area is the large diurnal spiny-tailed lizard (Uromastyx
aegyptia microlepis) (Figure 8.2A). This primarily herbivorous animal grows up to 80 cm in length
and can be observed in vegetated areas sunbathing next to its burrows. During the survey only four
69
specimens were recorded inside the buffer zone. However, two of these were found very close to
camp on the particularly hot last day of the survey while the third one was found hiding under
debris during broad daylight. Many burrows were recorded scattered around the area during the
survey and the finding of a juvenile documents that reproduction occur in the area. These findings
all indicate that the temperature during the survey period was too low for the species to be active
and that the density was hence most likely under estimated. Only one other agamid lizards, the
yellow-spotted agama (Trapelus flavimaculatus) (Figure 8.2B), was observed a single time at the
graveyard south of the camp, while short-nosed lizards (Mesalina brevirostris) (Figure 8.2C) were
present at moderate density scattered throughout all habitats in the area - from the shore to the
hinterlands.
The peculiar fossorial amphisbaenid zarudnyi’s worm lizard (Diplometopon zarudnyi) (Figure 8.3E)
was recorded with a single specimen under debris in an un-restored sector of the Al Zubarah
archaeological site.
Snakes
A single specimen of each of the regions harmless rear-fanged colubrids, shokari sand snake
(Psammophis shokarii) (Figure 8.3A) and hooded malpolon (Malpolon moilensis) (Figure 8.3D),
were recorded at the old peer and along the road from camp to Al Shamal, respectively. The
terrestrial fauna also include a single venomous species, the sand viper (Cerastes gasperetti) (Figure
8.3B). It was not recorded during the survey, but has been documented from the archaeological site
where it is occasionally found during restoration activities.
A number of sea snakes potentially occur in the marine area of the buffer zone (Gasperetti 1988,
Baldwin & Gardner 2005) including the blue-banded sea snake (Hydrophis cyanocinctus), shaw’s
sea snake (Lapemis curtus), yellow-bellied sea snake (Pelamis platurus), beaked sea snake
(Enhydrina schistosa), common small headed sea snake (Microcephalophis gracilis), Arabian Gulf
sea snake (Hydrophis lapemoides), and the ornate sea snake (Hydrophis ornatus). Only the latter
two have been documented at Al Zubarah by collected dead specimens or photographs (e.g.
Hydrophis ornatus Figure 8.3C), but none were observed during the actual survey.
Turtles
In terms of species conservation the presence of marine turtles in the waters off Al Zubarah is the
most important component of the herpetofauna. Dead specimens of the endangered green turtle
(Chelonia mydas) and the critically endangered hawksbill turtle (Eretmochelys imbricata) (Figure
8.4) are recurrently found washed up on the shore in the buffer zone, indicating that these species
occur in the area on a regular basis. A single live adult green turtle and a sub-adult hawksbill turtle
were observed by snorkelling during the survey. Skeletal remains of a leatherback turtle
(Dermochelys coriacea) have also been recorded on the shore, but this species most likely only
occur vagrantly in the area. The marine section of the buffer zone may hence constitute a foraging
ground for sea turtles, but the shores are not known to be used as nesting sites.
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8.2.1 species list
Reptile species recorded within the Al Zubarah archaeological site buffer zone. Species which were
not recorded during the survey, but documented by photos or specimens collected during the
archaeological excavations are marked with *
Agamidae
Spiny-tailed lizard (Uromastyx aegyptia microlepis)
Yellow-spotted agama (Trapelus flavimaculatus)
Lacertidae
Short-nosed lizard (Mesalina brevirostris)
Gekkonidae
Slevin’s sand gecko (Stenodactylus slevini)
Gulf short-fingered gecko (Pseudoceramodactylus khobarensis)
Persian leaf-toed gecko (Hemidactylus persicus)
Rough-tailed gecko (Cyrtopodion scabrum)
Baluch ground gecko (Bunopus tuberculatus)
Dwarf rock gecko (Pristurus rupestris)
Trogonophidae
Zarudnyi’s worm lizard (Diplometopon zarudnyi)
Viperidae
Arabian horned viper (Cerastes gasperetti)*
Colubridae
Shokari sand snake (Psammophis shokarii)
Hooded malpolon (Malpolon moilensis).
Hydrophiidae
Ornate sea snake (Hydrophis ornatus)*
Arabian Gulf sea snake (Hydrophis lapemoides)*
Cheloniidae
Green turtle (Chelonia mydas)
Hawksbill turtle (Eretmochelys imbricata)
Leatherback turtle (Dermochelys coriacea)*
71
8.3 CONCLUSIONS AND RECOMMENDATIONS
A total of 18 reptile species belonging to eight different families were recorded within the buffer
zone of Al Zubarah archaeological site during the survey in March 2012. This equals almost two
thirds of all species previously known from the entire country. However, all recorded species are
widespread in the gulf region and their occurrence in the area is neither surprising nor unique.
Notably the marine turtles recorded in the area are of global conservation concern. The buffer zone
does not include coral reef structures or sea grass beds substantial enough for the area to be
regarded as important key habitat for these species. However, they do occur and forage here and
may hence constitute the most important biological feature of the area to global biodiversity
conservation.
The generally cold weather conditions during the survey and consequently inactive behaviour of the
reptile fauna likely caused an underestimate of species abundance and possibly even species
richness. To ensure that the list of species from the area is complete would necessitate further
survey activity during a later part of the spring or early fall, when animals are at their peak activity.
This would certainly also be necessary to ensure a more complete spatial mapping e.g. of the
occurrence of Uromastyx in the area.
A few recommendations can be made regarding the conservation of the reptile diversity recorded in
the buffer zone of Al Zubarah archaeological site. All grazing by domestic animals should be
avoided to protect the vegetation in the area both as important micro habitat structure and as a
source of food. This is particularly important for Uromastyx, but also for other species in this reptile
assemblage. Compared to surrounding areas the buffer zone of Al Zubarah archaeological site is
notably rich in vegetation due to hydrology and may therefore be considered important to local
reptile conservation. Conversely little has been done to document the fauna in surrounding areas so
it is premature to conclude anything on a larger spatial scale. Human disturbance in the area should
be kept to a minimum and in particular sheltered areas of rocks, debris and vegetation should be left
as is. Any bulldozing, re-location or removal of rocks, vegetation or building debris (new or
historical) will likely be harmful to the resident reptile fauna, as these landscape features provide
essential micro habitat. Similarly restoration practises on buildings at the archaeological site which
include filling of crevices and polishing surfaces with cement like materials make the area less
suitable reptile habitat. On the other hand excavation activities that expose parts of the ruins that are
currently completely covered by sand can provide new suitable habitat for some species.
72
References
Arnold, E. N. 1980. Reptiles of Saudi Arabia. A review of the lizard genus Stenodactylus (Reptilia:
Gekkonidae). Fauna of Saudi Arabia 2: 368-404
Arnold, E. 1986. A key and annotated check list to the lizards and amphisbaenians of Arabia. Fauna
of Saudi Arabia 8:385-435.
Arnold, E. N. & Gardner, A. S. 1994. A review of the middle eastern leaf-toed geckoes
(Gekkonidae: Asaccus) with descriptions of two new species from Oman. Fauna of Saudi
Arabia 14: 424-441.
Baldwin, R., & Gardner, A.S. 2005. Marine Reptiles. Pp. 242–251. In The Emirates: A Natural
History. Hellyer, P, and S. Aspinall (Eds.). Trident Press, London, U.K
Baha El Din, S. 1996. Terrestrial Reptiles of Abu Dhabi. Pp. 124-147 In Desert Ecology of Abu
Dhabi - a Review and Recent Studies. Osborne, P.E. (Ed.). Pisces Publications, Newbury,
U.K.
El-Sherif, G. & Al-Thani, A. S. 2000. Record, histological and enzyme histochemical
demonstration of Qatari reptiles in relation to seasonal and environment variations. Report
for First Part HE/45/95 Project SARC, University of Qatar: 3.
Gardner, A.S. 2005. Terrestrial reptiles. Pp. 229–241. In The Emirates: A Natural History. Hellyer,
P, and S. Aspinall (Eds.). Trident Press, London, U.K
Gardner, A.S. 2008. The Terrestrial Reptiles of the United Arab Emirates: Herpetological History,
Zoogeography and Conservation. Pp. 281–307. In Terrestrial Environment of Abu Dhabi
Emirate
Gasperetti, J. 1988. The snakes of Arabia. Fauna of Saudi Arabia 9:169–450.
Gasperetti, J., Stimson, A.F., Miller, J.D., Ross, J.P. & Gasperetti, P.R.. 1993. Turtles of Arabia.
Fauna of Saudi Arabia 13:170–367.
Hillenius, D. & Gasperetti, J. 1984. Reptiles of Saudi Arabia: the chameleons of Saudi Arabia.
Fauna of Saudi Arabia 6: 513-527.
Hornby, R. 1996. A checklist of the amphibians and reptiles of the UAE. Tribulus, 6: 9-13.
Jongbloed, M. 2000. Field Guide to the Reptiles and Amphibians of the UAE. Atlas Printing Press.
Levinton, A. E., Anderson, S. C., Adler, K. & Minton, S. A. 1992. Handbook to the Middle East
Amphibians and Reptiles. Society for the Study of Amphibians and Reptiles.
Mohammed M.B.H. 1988. Survey of the reptiles of Qatar. Proceedings of the Zoological Society
A.R. Egypt, 15: 17-26.
73
Olson D, Dinerstein E, Wikramanayake E, Burgess N, Powell G, et al. (2001) Terrestrial ecoregions
of the world: a new map of life on earth. Bioscience 51: 933-938.
Pritpal S. Soorae, Myyas Al Quarqaz, and Andrew S. Gardner. 2010. An Overview and Checklist of
the Native and Alien Herpetofauna of the United Arab Emirates. Herpetological
conservation and biology, 5:529-536.
Schätti, B. & Gasperetti, J. 1994. A contribution to the herpetofauna of Southwest Arabia. Fauna of
Saudi Arabia 14: 348-423.
Uetz, P. (ed.), The Reptile Database, http://www.reptile-database.org, accessed July 2012
WWF 2006. WildFinder: Online database of species distributions, ver. Jan-06.
www.worldwildlife.org/WildFinder
74
Figures
Figure 8.1: Lizards
75
Figure 8.2: Lizards
76
Figure 8.3: Snakes
77
Figure 8.4: Turtle
Figure 8.5: Rocky outcrops in the buffer zone represent hotspots for reptile diversity at Al Zubarah
78
9. PALEONTOLOGY
Jakob Walløe Hansen (Natural History Museum of Denmark, Øster Voldgade 5-7, DK-1350
Copenhagen K, Denmark, jwhansen@snm.ku.dk).
9.1 INTRODUCTION
During three seasons from 2009 through to 2012 geomorphology and hydrology studies was carried
out in the Al Zubarah Region and NW Qatar (Macumber, 2009, 2010, and 2011). Both are two
important factors when studying the relationship between earlier human occupation and the natural
environment. As a part of the UNESCO application in 2011, a brief survey and following
assessment report on the biosphere of the Al Zubarah Region was initiated. This programme was
extended in 2012 with a month of field work covering all main areas of the zoology of the area,
including the paleontology.
Preliminary paleontological sampling was carried out during the 2012 season in order to shed light
on this unstudied part of the natural history. This involved smaller scale sampling in and around the
ruins of the old town of Al Zubarah, where sub-fossils have been used as construction material. But
fossils were also collected in the entire buffer zone along the coastline, on the mud plains, in the
sabkha (and paleo-sabkha), and in the old canal and its ridges, as well as in the arid stony desert
area towards the Al Zubarah Fort.
An extended part of the preliminary survey, took place in the Dukhan Region, especially at Umm
Bab (80 km south Al Zubarah) where a prolific Eocene formation, yielding a high quantity of fossil
shark teeth, had a certain interest.
This report covers the results of the surveys and tries to provide new information on the natural
history of Al Zubarah and the Dukhan Region.
9.2 FINDINGS WITHIN THE BUFFER ZONE AT AL ZUBARAH
The Al Zubarah Region stretches over a vast area, and exhibits many different habitats and rock
types.
Holocene deposits dominate the sabkha and mud plain areas, around the city ruins and close to the
sea. Further inland, the prevalent habitat is arid stony desert, dominated by Eocene limestone. A
certain habitat, labelled paleo-sabkha, covers the vast area in between the city ruins and the project
compound. This is an area with low relief and only sparse vegetation. But huge quantities of
Holocene fossils are present, and of which some were collected for reference (see species list).
The excavation at Al Zubarah testifies to the use of fossiliferous limestone for construction
material. These building blocks consist predominantly of smaller gastropods and are used for both
floors as well as for walls. These limestone building blocks originate from the Holocene deposits in
the sabkha and mud plain areas.
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The Eocene limestone (Dammam Formation) yields almost no fossil evidence other than the
random gastropod and bivalve. These are of considerable size though; the gastropods can easily
grow to be more than 25 cm long. But they are only exposed in very few and poor outcrops. The
lithology is a very hard and dolomitized limestone and it appears that the population only
occasionally used this rock type for construction material.
9.2.1 Species list
The fossils listed beneath are some of the most common among the sub-fossils found in the paleo-
sabkha and on the present sabkha, as well as within the old city ruins. Furthermore, the fossil
assemblage, include a large amount of especially gastropods. For studies on these, see end of season
report by Dr. Aslak Jørgensen.
Anodontia edentula (Linnaeus, 1758). Toothless clam, normally found buried in mudflats in the
intertidal and subtidal zones.
Asaphis violascens (Forsskål, 1775). Marine bivalve found in the intertidal mudflats.
Barbatia sp. (Arcoidea). Ark clam, normally stuck under stones and rocks on the shore, and
normally covered by periostracum (Figure 9.1).
Hexaplex sp. Large marine gastropod sometimes referred to as rock snail (Figre 9.2).
Pinnidae sp. Large saltwater/marine clam sometimes called pen shell. Lives anchored in sediment
using a byssus (Figure 9.3)
Strombus (Conomurex) persicus. Marine gastropod belonging to the true conchs (Figure 9.4).
Tellinoidea sp. Marine bivalve living fairly deep in soft sediments in shallow seas. They respire
using long siphons that reach up to the surface of the sediment.
Turbo sp. Marine gastropod/large sea snail with gills and an operculum (Figure 9.5)
Veneroidea sp. Venus clam with short siphon and long foot (Figure 9.6).
9.3 FINDINGS AT UMM BAB, DUKHAN REGION, SOUTHERN QATAR
Smaller scale operations took place during the field season of 2012. Amongst other places, the
Eocene formations of the Dukhan Region were examined and a number of samples were brought
home to the University of Copenhagen for processing and further studies.
The preliminary results of these examinations are quite spectacular. One small sample (approx. 250
grams) contained large quantities of fossil fragments from many animal groups, primarily from
marine invertebrates such as echinoderms, foraminifera, and bivalves. Shark teeth were also present
in large numbers (Figures 9.7 – 9.11). Species are not listed, but pictures of the relevant fossils are
presented).
80
The geological surface of Qatar consists mainly of Eocene deposits (Al-Saad, 2005) and may so
retain important information about the latest “greenhouse climate” of the Earth, since the Late
Cretaceous. During this warm period, Qatar was situated centrally in the Tethyan Sea, which
stretched from North Africa to East Asia. This area separated the warmer low latitudes from the
cooler European Boreal Realm, making it an important location for environmental and faunal
information.
Shark teeth are an interesting source for faunistic and climatic information. They take top positions
in the marine food web and due to rapid tooth replacement; their teeth are fairly common in the
geological record. Furthermore, the enameloid of the teeth are very resistant to diagenesis (Kolodny
& Luz, 1991; Pucéat et al., 2003) and as such, an almost perfect agent for preserving isotopic
information, which can be utilized for very precise climatic information.
Shark teeth are well known from the Midra Member of the Dammam Formation and may also occur
in other formations. The last published paper on this important shark fauna was published by Casier
(1971) and contained only larger taxa and thereby missed the important smaller species. This year’s
results show that many of the smaller species are also present, and many of these are new to
science.
The before mentioned sample did contain more than 25 teeth; surprisingly so it also contained many
fragments of marine invertebrates. Particularly the uncommon echinoderm morphological features
attracted attention (Figure 9.11). These will be determined by experts from the Natural History
Museum in London in order to properly determine the paleoecological characteristics.
9.4 CONCLUSIONS AND RECOMMENDATIONS
At present the fossils from the buffer zone can be attributed to the Holocene age but not further. The
geomorphology provides strong evidence for the sea level increasing and decreasing several times
during the same period. But at present there is no strong difference in the fossil assemblage of the
paleo-sabkha and the present sabkha, and therefore a true fossil assemblage analysis would be
beneficial.
Further studies of the geology of the buffer zone (and surrounding areas) can reveal a more complex
solution to the natural history of the area. However, this will only be possible if large scale
sampling is initiated. Furthermore it would require on shore and probably also off shore drilling to
be initiated. Such a study should reveal structures within the sediments on which Al Zubarah rests;
information than could enhance our understanding of the area.
Finally, it would be interesting to investigate the geological formations of the Dukhan area in order
to obtain further knowledge of the fossil assemblage of especially the Dammam Formation. Such a
project could be linked with a newly initiated project at the Natural History Museum of Denmark,
on the selachian faunas from the Eocene of Denmark at Trelde Næs. Thus the first initial step for
comparing the fossil faunas of Qatar and Denmark could be taken and may include advanced
isotopic research utilizing the latest technology within oxygen studies in phosphates.
81
References
Al-Saad, H. 2005. Lithostratigraphy of the Middle Eocene Dammam Formation in Qatar, Arabian
Gulf: effects of sea-level fluctuations along a tidal environment. Journal of Asian Earth
Sciences 25: 781-789.
Casier, E. 1971. Sur un materiel ichthyologique des Midra (and Saila) shales du Qatar (Golfe
Persique). Bulletin de l'Institut Royal des Sciences Naturelles de Belgique 47 (2): 1-9.
Kolodny, Y. & Luz, B. 1991. Oxygen isotopes in phosphate of fossil fish - Devonian to recent. In
Taylor, H.P., O’Neil, J. R. and Kaplan, I. R. eds. Stable Isotope Geochemistry: A Tribute to
Samuel Epstein. University Park, Geochemical Society 3: 105-119.
Macumber, P. 2009. Preliminary Report on the Geomorphology and Hydrology of the Al Zubarah
Region, Northern Qatar.
Macumber, P. 2010. Geomorphology and Geoarchaeology. In Season 2 Report (2010). University
of Copenhagen.
Macumber, P. 2011. Geomorphology, Hydrology and Occupation across North-Eastern Qatar –
Geomorphological and Geoarchaeological Results from the third Season of the Copenhagen
University Study in Northern Qatar.
Pucéat, E., Lécuyer, C., Sheppard, S.M., Dromart, G., Reboulet, S., & Grandjean, P. 2003. Thermal
evolution of Cretaceous Tethyan marine waters inferred from oxygen isotope composition of
fish tooth enamels. Paleoceanography 18 (2): 1029.
82
Figures
Figure 9.1: Barbatia sp. (Arcoidea). (Photo by Sten Lennart Jakobsen).
Figure 9.2: Hexaplex sp. (Photo by Sten Lennart Jakobsen)
Figure 9.3: Pinnidae sp. (Photo by Sten Lennart Jakobsen)
83
Figure 9.4: Strombus (Conomurex) persicus. (Photo by Sten Lennart Jakobsen)
Figure 9.5: Turbo sp. (Photo by Sten Lennart Jakobsen)
Figure 9.6:. Veneroidea sp. (Photo by Sten Lennart Jakobsen)
84
Figures 9.7 and 9.8: Not yet described fossil shark teeth from Umm Bab, Dukhan Region. (SEM-
photos by Jan Schulz Adolfssen)
Figures 9.9 and 9.10: Not yet described fossil shark teeth from Umm Bab, Dukhan Region. (SEM-
photos by Jan Schulz Adolfssen)
85
Figure 9.11: Echinoderm spines revealing special morphology features, yet to be described by
experts. (Photo by Sten Lennart Jakobsen)
86
10. THE COMPARATIVE COLLECTION OF ANIMAL SKELETONS
Jeppe Møhl and Pernille Bangsgaard (the Natural History Museum of Denmark, Quaternary
Zoology, Department of vertebrate, jeppemhl99@gmail.com and bangsgaardp@hotmail.com).
10.1 INTRODUCTION
The first biological field season of the QIAH project included the creation of a comparative
collection due to the efforts of conservator Jeppe Møhl with some assistance from Pernille
Bangsgaard. The aim of this collection is two-folds. Firstly, the comparative collection is a
necessary tool for the Zooarchaeologists working with the excavated faunal remains from the QIAH
excavations at Al Zubarah and other sites. These analyses were also initiated during the 2012
season. Due to this use the collection will be stored and used for scientific research at Al Zubarah
camp in the coming years. Secondly, for the long term the comparative collection is intended to
remain in Qatar as a tool for biological and zooarchaeological research. It is envisioned that the
collection will become part of the planned Qatar Natural History Museum, where the collection can
be maintained and remain accessible to other researchers.
During the previous archaeological field season in 2011 to 2012, it became clear that opportunities
for collecting skeletons in NW Qatar was abundant, from marine animals and birds to all terrestrial
mammals, wild and domesticated. The situation is probably mainly due to the dry climate, the flat
landscape and sparse vegetation, thus creating optimal conditions for spotting cadavers. This
combined with a large team of biologists, archaeological surveyors and archaeologists, who are
constant moving within the area, create optimal conditions for retrieving multiple dead animals. For
few of the domesticated species it was possible to buy a fresh animal, but in most cases a cadaver
was the only option, due to cost concerns. Cadavers were also the only option for many of the wild
animals, particularly those which are currently featured on the IUCN red list of threatened species,
such as the green turtles, Chelonia mydas.
10.2 THE PROCESS OF CLEANING A SKELETON
The ideal procedure for skeletonising an animal is often hard to apply in the field, with less than
ideal equipment. Furthermore the best starting point is a newly dead animal, which most of the
found specimen in Qatar were not. But when possible the following procedure was followed:
1. Ideally the following data was registered for all collected animals: secure species
identification, measurements of body size, total body weight, in situ photograph of the
animal and time and place of the find. In many instances, however, measuring and weighing
the animal was not possible or useful due to the unset of putrefaction.
2. Skinning the animal and roughly skeletonising it, removing most meat and sinew. A wire
was pushed through the spine and hand and foot bones were put in separate bags.
87
3. The roughly skeletonised animal was left to soak in plenty of water overnight to pull out any
remaining blood.
4. The skeleton was then transferred to clean water, preferably kept at around 30 degrees. It
was left for about 10 to 14 days depending on age and size of the animal. Enzymes or
washing power was in some cases added at the beginning, to kick start the process. At the
end of the putrefaction process all meat, tendons and sinew should have dissolved or at least
be completely soft and loose.
5. In order to stop the process of putrefaction the skeleton was briefly boiled. Some soda or
chlorine was added to the mixture to slightly bleach the bones or were subsequently left over
night in cold water with 2% chlorine added. Any residue of meat, fat or soft tissues should
loosen during the final boiling.
6. The skeleton was then rinsed in running water over a fine sieve, so none of the small bones
were lost. The bones were then gently dried. In order to avoid cracking, particularly of the
teeth, direct sunlight was avoided.
The skeletal material we found in Qatar varied significantly in species and state. In most cases the
animals were far from fresh, more rotting or downright mummified. Due to the cold nights we
found that step 4 often did not lead to proper putrefaction even though the highest day temperature
was around or above 30 degrees. Therefore step 4 was most often followed by a longer more
intensive boiling with extra Chlorine added, in order to loosen the remaining tissues that could then
be removed manually.
10.3 THE COLLECTION
All the cleaned skeletons were subsequently packed in boxes with tags contained information on the
collection number, species, find location and date. All are currently stored in one of the containers
on site, at Al Zubarah Camp. In total 40 more or less complete skeletons have so far been processed
(table 10.1). These include at least 18 different species and some are therefore clearly represented
multiple times, such as domesticated sheep (8 complete skeletons) and green sea turtle (3 skulls and
4 complete skeletons). The remaining species include mainly mammals, marine and terrestrial, but
also birds and reptiles are represented. Additionally, work on a collection of fish skeletons have also
begun, but this is not included in the current report.
A comparative collection intended purely for field identification purposes does not necessarily have
to include multiple specimens from each species, although it may prove useful for sex
differentiation and age distinction. But due to the intended destination in the Qatar Natural History
Museum it is well worth the effort to collect as many skeletons as possible. Such a large scale
collection may serve as the base for much research in the future.
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10.4 OTHER WORK PROCESSES
A small part of the collection has been temporarily deposited with the school service program.
These include three skulls and the lower leg of a horse (table 10.2). They are intended to be used in
the coming season for the many school visits where the story of the wild life and nature of the area
is included.
An experimental treatment was initiated this season with two small cadavers, a house mouse and a
cape hare (table 10.3). These were skinned and emptied for intestine and then deposited in baskets
of fine mesh. Due to the substantial amount of dermestid beetles that were attracted by the cadavers
we decided to test if smaller animals left out in the open could be process to cleaned skeletons by
the insects during the summer. The fine mesh baskets were then deposited inside an iron frame
with a heavy-duty mesh for safekeeping from potential scavengers.
Due to time constraints a small number of dried-out or in some instances almost mummified
animals were wrapped in plastic and packed up without further treatment. These will be processed
next season when more time is available (table 10.4). Finally, three partially cleaned skeletons were
buried near the camp (table 10.5) also to be processed next season.
In total this group include a further 7 species of animals, that can be added to the current
comparative collection of 40 skeletons from 18 species.
10.5 CONCLUSION AND RECOMMENDATIONS
During 2012 season the creation of a comparative collection of modern skeletons was initiated. 40
more or less complete skeletons from at least 18 different species were processed during this time.
They represent a substantial start to what will hopefully become a large collection of animal
skeletons that may serve as the base for future zooarchaeological and biological research in Qatar.
A placement with the future Qatar Natural History Museum has therefore been arranged. The
results from the current season clearly show the potential for building such a collection as part of
the QIAH field seasons and with fairly limited funds due to the large amount of animals that can be
found in NW Qatar.
It is therefore the recommendation of this report that a least two to three seasons of field work are to
include a trained conservator, who can work together with the zooarchaeologists and biologists,
developing the comparative collection. Such initiative would also be useful for the future school
service program and the planned visitors centre in order to prepare materials for exhibits on the
modern biology of the area.
89
Tables
Table 10.1 Comparative Collection of animal skeletons.
No Species Skeletal Information
1 Dugong, Dugong dugon Skull, unknown age and sex, very large specimen
2 Green Sea Turtle, Chelonia mydas Skull, unknown age and sex, fusing
7 Ethiopian hedgehog, Paraechinus Partial skeleton, unknown age and sex
aethiopicus
8 Socotra cormorant, Phalacrocorax Complete skeleton, unknown sex, juvenile, PIC
nigrogularis
9 Dromedary, Camelus dromedarus Near complete skeleton, unknown age and sex, PIC
10 Lesser Crested Tern, Sterna bengalensis Partial skeleton – unknown age and sex
11 Sheep, Ovis aries Complete skeletons, big female, adult, black and a little
white coat, PIC
12 Sheep, Ovis aries Almost complete skeleton, smaller female, adult, brown and
white coat, PIC
13 Green Sea Turtle, Chelonia mydas Complete skeleton, unfused skull, unknown sex and age,
PIC
14 Cat, Felis sp. Mandible, unknown age and sex
15 Spiny tailed lizard, Uromastyx aegyptia Partial skeleton, most limb bones are missing, PIC
16 Dugong, Dugong dugon Skull, unknown age and sex, adult
17 Green Sea Turtle, Chelonia mydas Skull, unknown sex and age, adult, fusing
18 Dromedary, Camelus dromedarus Skull, unknown age and sex,
19 Dugong, Dugong dugon Partial skeleton, unknown age and sex
20 Dolphin, Delphinidae sp. Partial skeleton – maxilla missing, unknown age and sex,
PIC
22 Sea snake, Hydrophis lapemoides Complete skeleton, unknown age and sex, PIC
23 Socotra Cormorant, Phalacrocorax Complete skeleton, unknown age and sex, PIC
nigrogularis
25 Green Sea Turtle, Chelonia mydas Complete skeleton, juvenile, unknown sex, PIC, carapace
length 24cm, width 22 cm, weight: 1120 g
26 Green Sea Turtle, Chelonia mydas Complete skeleton, juvenile, unknown sex, PIC, carapace
length 30cm, width 28cm, weight: 1860 g
27 Horse, Equus caballus Near complete skeleton, unknown age and sex
29 Domesticated cat, Felis catus Complete skeleton, adult, unkown sex, PIC
30 Chicken, Gallus gallus domesticus Partial skeleton, adult and male
32 Dog, Canis familiaris Complete skeleton, juvenile male of what looks like a
golden retriever/German Shepard mix
33 Green Sea Turtle, Chelonia mydas Skull, unknown sex and age, adult, fusing
34 Green Sea Turtle, Chelonia mydas Complete skeleton, adult, unknown sex, PIC
carapace length 109cm, width 93cm
36 Medium size gull, Larus sp. Complete skeleton, unknown age and sex, PIC
38 Grey Heron, Ardea cinerea Complete skeleton, unknown age and sex, both wings
broken, PIC
39 Domesticated cat, Felis catus Complete skeleton, adult, probably male
41 Sundevall´s jird, Meriones crassus Complete skeleton, unknown age and sex, PIC
42 Sheep, Ovis aries Partial skeleton, unknown age and sex – probable male
43 Spiny tailed lizard, Uromastyx aegyptia Partial skeleton, juvenile unknown sex,
45 Sheep, Ovis aries Almost complete skeleton, pullus, unkown sex
46 Sheep, Ovis aries Almost complete skeleton, juvenile, unkown sex
90
47 Sheep, Ovis aries Almost complete skeleton, pullus, unkown sex
48 Sheep, Ovis aries Almost complete skeleton, juvenile, unkown sex
49 Sheep, Ovis aries Almost complete skeleton, juvenile, unkown sex
50 Sundevall´s jird, Meriones crassus Complete skeleton, unknown age, male
51 Brown rat, Rattus norvegicus Complete skeleton, unknown age and sex
56 Dugong, Dugong dugon Skull, adult, unknown sex, very large specimen
Table 10.2 Skeletons currently on loan to the school service program.
No Species Skeletal Information
3 Dromedary, Camelus dromedarus Skull, unknown age and sex
53 Ethiopian hedgehog, Paraechinus skull, adult, unknown sex
aethiopicus
54 Domesticated cat, Felis catus skull, adult, unknown sex
55 Horse, Equus domesticus Front leg, unknown age and sex
Table 10.3 Collected specimens that are partially processed, now in experimental treatment.
No Species Skeletal Information
44 House mouse, Mus musculus Complete skeleton, unknown age and sex.
52 Cape hare, Lepus carpensis Complete skeleton, unknown age and sex.
Table 10.4 Collected animal skeletons that has not been processed
No Species Skeletal Information
21 Tortoise, testudinidae sp. Complete skeleton, unknown age and sex
Complete skeleton, adult, unknown sex, PIC, Probably
24 Large white-headed gull, Larus sp. Caspian (L. cachinnans)
28 Dove, Columba sp. Complete skeleton, pullus and unknown sex
Ethiopian hedgehog, Paraechinus
31 aethiopicus Complete skeleton, unknown age and sex, PIC
35 Lilith Owl, Athene (noctua)lilith Complete skeleton unknown age and sex, PIC
Socotra Cormorant, Phalacrocorax
37 nigrogularis Complete skeleton, unknown age and sex, PIC
40 Common Redshank, Tringa tatatus Complete skeleton, unknown age and sex, PIC
Table 10.5 Collected animal skeletons that has been buried
No Species Skeletal Information
4 Dugong, Dugong dugon Partial skeleton, juvenile
5 Dolphin, Delphinidae sp. Partial skeleton, unknown age and sex
6 Sheep, Ovis aries Partial skeleton, unknown age and sex
91
Figures
Figure 10.1: Collecting and processing animals
Figure 10.2: Some of the processed animal skeletons in the comparative collection
92
1
Supporting Information for:
“Monitoring Endangered Freshwater Biodiversity by Environmental DNA”
100
Accumulated probability of detection (%)
90
80
70
60
50
40
1 2 3
Number of samples
Fig. S1. Accumulated probabilities of detecting the targeted species in the field studies when
taking 1, 2 or 3 samples. The number of ponds positive for the respective species when
considering all 3 samples is set to 100%. P. fuscus (blue, n=14), T. cristatus (red, n=10), L.
pectoralis (black, n=9), M. fossilis in stagnant water (green, n=11), M. fossilis in running
water (purple, n=8), L. apus (yellow, n=10) and L. lutra (brown, n=4).
2
Fig. S2. Model fit on the DNA concentration in individual containers of the mesocosm
experiment through time. PF1.1 denoting density of one individual of P. fuscus in replicate 1,
TC4.2 denoting 4 individuals of T. cristatus in replicate 2 etc.
3
Fig. S3. Modeled parameter estimates for A: DNA excretion and B: DNA degradation by the
two species T. cristatus (TC) and P. fuscus (PF) in mesocosm experiment at densities of 1, 2
and 4 specimens pr. 80 l.
4
Fig. S4. QQ-plot for mesocosm experiments demonstrating fulfillment of the assumption of
normality after log10 transformation. TC: T. cristatus; PF: P. fuscus.
5
Field experiment
Success qPCR
Species Locality Conventional DNA rate replicates Coordinates
N55.98225,
GRIB29 + + 1/3 4 E12.24362
N55.98246,
GRIB30 + + 3/3 4,4,4 E12.24107
N49.81814,
PFDE1 + + 2/3 3,3 E8.378260
N49.82278,
Pelobates fuscus
PFDE2 + + 3/3 3,3,3 E8.374980
N55.98929,
HEL56 + + 3/3 4,3,3 E12.20933
N55.99674,
HEL70 + + 3/3 3,3,3 E12.15944
N56.00489,
HEL76 + + 3/3 3,3,3 E12.14852
N55.88863,
STRO1 + + 3/3 3,5,3 E12.12061
LILYNG1 + + 1/3 4 N55.94363,
6
E12.13673
N55.98916,
HEL60 - + 2/3 3,3 E12.20613
N55.89581,
STRO2 - + 2/3 3,3 E12.12089
N55.95206,
LILYNG2 - + 1/3 3 E12.14250
N55.93526,
MEL1 - + 1/3 4 E12.17440
N55.98831,
GRIB21 - + 2/3 4,4 E12.18037
N55.95175,
LILYNG3 - - 0/3 - E12.14628
N55.99076,
HEL57 - - 0/3 - E12.21112
N55.96758,
HIL28 - - 0/3 - E12.23795
N55.80773,
NAR1 - - 0/3 - E12.53963
N55.70701,
controls BRO1 - - 0/3 - E12.50857
N55.83233,
MAL1 - - 0/3 - E12.52472
7
N55.78913,
JD1 + + 2/3 3,3 E12.57943
N55.78860,
JD2 + + 2/3 4,4 E12.57722
N55.78705,
JD3 + + 3/3 3,4,4 E12.56818
N55.78702,
JD4 + + 3/3 4,4,4 E12.56808
N55.79373,
JD5 + + 2/3 3,5 E12.56872
Triturus cristatus
N55.79307,
JD6 + + 2/3 3,3 E12.58687
N55.80070,
JD7 + + 3/3 4,4,4 E12.57713
N55.79685,
JD8 + + 3/3 4,4,4 E12.56059
N55.79574,
JD9 + - 0/3 - E12.55170
N55.79847,
JD10 + + 3/3 4,4,4 E12.54997
N55.79799,
JD11 + + 2/3 4,3 E12.58399
N55.68651,
controls
BOT1 - - 0/3 - E12.57432
8
N55.70701,
BRO1 - - 0/3 - E12.50857
N55.83233,
MAL1 - - 0/3 - E12.52472
N57.69979,
KAR1 + + 3/3 3,3,3 E26.45889
N53.22960,
MFP1 + + 3/3 3,3,3 E21.87083
N53.22980,
MFP2 + + 3/3 3,3,3 E21.87074
N53.22970,
MFP3 + + 3/3 3,3,3 E21.87130
Misgurnus fossilis (ponds)
N53.24053,
MFP4 + + 2/3 3,3 E21.96304
N53.24008,
MFP5 + + 2/3 3,3 E21.96298
N53.24576,
MFP6 + + 3/3 3,3,3 E22.00651
N53.24590,
MFP7 + + 3/3 3,3,3 E22.01087
N53.24710,
MFP8 + + 2/3 3,3 E22.00922
MFP9 + + 1/3 3 N53.24729,
9
E22.01024
N53.24295,
MFP10 + + 3/3 3,3,3 E22.01768
N53.80837,
SH2 ? + 3/3 3,3,3 E9.54235
N53.80003,
SH3 ? + 1/3 3 E9.49517
N53.81951,
SH4 ? + 1/3 3 E9.51973
N53.82235,
SH5 ? - 0/3 - E9.49389
Misgurnus fossilis (streams)
N53.84867,
SH6 ? + 1/3 3 E9.49438
N53.84240,
SH7 ? - 0/3 - E9.50423
N53.78150,
SH8 ? + 1/3 3 E9.49425
N53.76588,
SH10 ? - 0/3 - E9.51403
N53.76135,
SH11 ? - 0/3 - E9.51103
N53.76235,
SH12 ? - 0/3 - E9.46593
SH13 ? - 0/3 - N53.75945,
10
E9.47942
N53.74716,
SH15 ? - 0/3 - E9.55456
N53.74588,
SH16 ? + 3/3 3,3,3 E9.58558
N53.75279,
SH17 ? + 1/3 1 E9.56611
N53.79403,
SH18 ? + 2/3 3,3 E9.55748
N55.98831,
GRIB21 - - 0/3 - E12.18037
N55.98225,
controls
GRIB29 - - 0/3 - E12.24362
N55.98246,
GRIB30 - - 0/3 - E12.24107
N55.69851,
SKA1 + - 0/3 - E13.44245
Leucorrhinia pectoralis
N55.69856,
SKA2 + + 1/3 4 E13.44263
N55.69872,
SKA3 + + 1/3 3 E13.44227
N55.69898,
SKA4 + + 1/3 3 E13.44236
11
N55.69886,
SKA5 + + 3/3 3,3,3 E13.44214
N55.76740,
SKA7 + - 0/3 - E13.83848
N55.76749,
SKA8 + + 1/3 3 E13.83607
N55.76749,
SKA9 + + 1/3 5 E13.83607
N55.69911,
SKA10 + + 1/3 4 E13.36750
N55.55074,
SKA11 + + 2/3 4,4 E13.35331
N55.53414,
SKA12 + + 3/3 4,4,4 E13.26749
N55.98831,
GRIB21 - - 0/3 - E12.18037
N55.98225,
controls
GRIB29 - - 0/3 - E12.24362
N55.98246,
GRIB30 - - 0/3 - E12.24107
N53.24848,
Lepidurus apus
LEP1 + + 3/3 3,3,3 E21.96302
LEP2 + + 1/3 3 N53.24889,
12
E21.96283
N53.24904,
LEP3 + + 3/3 3,3,3 E21.96311
N53.23977,
LEP4 + + 2/3 3,3 E21.91604
N53.23867,
LEP5 + + 2/3 3,3 E21.99447
N53.22165,
LEP6 + + 3/3 3,3,3 E22.05579
N53.23973,
LEP7 + + 3/3 3,3,3 E21.99547
N53.24710,
MFP8 + + 2/3 3,3 E22.00922
N53.24729,
MFP9 + + 3/3 3,3,3 E22.01024
N53.24295,
MFP10 + + 3/3 3,3,3 E22.01768
N55.69999,
DM1 - - 0/3 - E12.50484
N55.56671,
control
HER1 - - 0/3 - E9.57437
N55.55949,
HER6 - - 0/3 - E9.58360
13
N57.04169,
OD10 ? - 0/3 - E8.76599
N57.04839,
OD12 ? + 2/3 3,3 E8.71714
N57.04626,
OD13 ? - 0/3 - E8.71756
N57.04613,
OD14 ? - 0/3 - E8.71738
N57.04854,
OD15 ? - 0/3 - E8.71666
N57.03394,
Lutra lutra
OD18 ? - 0/3 - E8.58624
N57.10795,
OD2 ? - 0/3 - E8.91368
N57.03943,
OD22 ? + 2/3 3,3 E8.75691
N57.04726,
OD23 ? + 1/3 3 E8.72327
N56.88909,
OD27 ? - 0/3 - E8.40157
N56.81362,
OD28 ? + 1/3 3 E8.34860
N57.07795,
OD6 ? - 0/3 - E8.81398
14
N57.04404,
OD7 ? - 0/3 - E8.84741
N57.04312,
OD8 ? - 0/3 - E8.84879
N57.04180,
OD9 ? - 0/3 - E8.76587
N55.98831,
GRIB21 - - 0/3 - E12.18037
N55.98225,
control
GRIB29 - - 0/3 - E12.24362
N55.98246,
GRIB30 - - 0/3 - E12.24107
Table S1. Overview of the results of field experiments. Localities, presence of species
confirmed by conventional or environmental DNA sampling, success rate and number of
positive qPCR replicates for each sample as well as the coordinates (Datum: WGS84) for the
sampling sites. Controls were taken from localities with certain absence of the targeted
species. Success rate denotes the number of positive 15 ml samples out of three for each
locality. qPCR replicates denotes how many replicates were obtained from each 15 ml sample
and included in final DNA concentration estimation.
15
Controlled mesocosm experiment
Species Sampling day Density in 80 l Success rate qPCR replicates
1 0/3 -
Before 0 2 0/3 -
4 0/3 -
1 3/3 4,3,4
2 2 2/21 4,4
4 3/3 4,4,4
1 3/3 4,4,4
9 2 2/21 4,4
4 3/3 4,4,4
Pelobates fuscus
1 3/3 4,4,4
23 2 2/21 4,4
4 3/3 4,4,4
1 3/3 4,4,4
44 2 2/21 4,4
4 1/12 8
1 3/3 4,4,4
64 2 2/21 4,4
4 1/12 10
1 1/3 3
After 66 2 2/21 4,3
4 1/12 4
16
1 0/3 -
73 2 0/21 -
4 0/12 -
1 0/3 -
79 2 0/21 -
4 0/12 -
1 0/3 -
112 2 0/21 -
4 0/12 -
1 0/3 -
Before 0 2 0/3 -
4 0/3 -
1 2/3 3,3
2 2 2/3 6,4
4 2/3 3,3
1 2/3 4,3
Triturus cristatus
9 2 3/3 3,6,4
4 2/3 4,4
1 3/3 3,4,3
23 2 3/3 3,3,3
4 3/3 3,3,3
1 3/3 4,4,4
44
2 3/3 3,4,4
17
4 1/13 6
1 3/3 3,3,3
64 2 3/3 3,3,3
4 2/24 3,3
1 2/3 3,3
66 2 1/3 5
4 2/24 4,3
1 0/3 -
73 2 0/3 -
4 1/24 3
After
1 0/3 -
79 2 0/3 -
4 0/24 -
1 0/3 -
112 2 0/3 -
4 0/24 -
1
One sample was discarded due to tadpole mortality at set-up of experiment
2
Two samples were discarded due to mortality in the container at sampling
3
Two samples were lost in DNA extraction centrifugation step
4
One sample was discarded due to metamorphosis of experimental animals
Table S2. Overview of the results of controlled mesocosm experiments. Sampling day and
density of individuals for both species in each container. Day 0 is June 24th 2009. Success rate
18
denotes the number of positive 15 ml samples out of three for each animal density. qPCR
replicates denotes how many replicates were obtained from each 15 ml sample and included
in final DNA concentration estimation.
19
taxon primer/probe sequence (5'-'3) fragment gene
PFCBL GGCTTTTTCCATCGCAATTCT 72 cyt-b
Pelobates fuscus PFCBR CGAAATATCATGCTCCGTTGTTT
PFCB.probe CCCTTATGCCCATTCTTCACACCGC
TCCBL CGTAAACTACGGCTGACTAGTACGAA 81 cyt-b
Triturus cristatus TCCBR CCGATGTGTATGTAGATGCAAACA
TCCB.probe CATCCACGCTAACGGAGCCTCGC
MFCBL AGGTGGAGTCCTGGCCCTAT 70 cyt-b
Misgurnus fossilis MFCBR TTTTGAGGTGTGTAAGATGGGAACT
MFCB.probe TTCTCTATCCTGGTCTTAATAG
LPCOIbL GCTTTCCCACGATTAAATAA 90 COI
Leucorrhinia pectoralis LPCOIbR TGCACCTCTTTCAACTATACTT
LPCOIb.probe ATAAGATTTTGACTTTTGCCTCC
LACOIL TCGGATCCCCTTGTTTGTATG 85 COI
Lepidurus apus LACOIR AGTGATGGCTCCTGCAAGGA
LACOI.probe TCTGTAGCAATCACAGCAT
LLCBL AAAGCCACCCTGACACGATT 80 cyt-b
Lutra lutra
LLCBR AGCAGGTGGATTGTTGCTAGTG
20
LLCB.probe TTCGCTTTCCACTTTAT
AmpCBLb AGTCCTGTTGGGTTGGTTGACCCNGTTT 119 cyt-b
Amphibians
AmpCBR AATGCAACTCTCACCCGATTCTT
PFcytbL TCGCCCTTTCTCACAATTTC 80 cyt-b
Amphibians/Pelobates
PFcytbR CAACAGGTTGACCTCCGATT
TCcytbL TGATGGAACTTCGGCTCTCT 105 cyt-b
Amphibians/Triturus
TCcytbR TGAAAATGCCGATTGTGTGT
FishCBL TCCTTTTGAGGCGCTACAGT 130 cyt-b
Fish
FishCBR GGAATGCGAAGAATCGTGTT
TincaCBL CACACCTCCACACATTCAGC 100 cyt-b
Fish/Tinca
TincaCBR GAATAATAGTGCAAGAACACCTCCT
PercaCBL ACGCTCGATTCCAAACAAAC 119 cyt-b
Fish/Perca
PercaCBR AGAGCGGTCGGAATGTAATG
Table S3. Primers and probes designed and used in this study. Fragment lengths are given in
base-pairs including primers. The amplified genes are Cyt-b: Cytochrome b, COI:
Cytochrome Oxidase I. Probes are Minor Groove Binding (MGB) probes and have the
modifications; 5’: 6-Fam (D-L-Probe), 3’: BHQ-1.
21
taxon species location pcr # sequence (5'-'3) primers
Pelobates fuscus TATTCTGATCCCTTATTGCTAACACACTAATT
Amphibians (mesocosm) PF1.1, day2 37 CTTACTTG PFcytbL/R
PF4.1, day2 37 - -
PF1.1, day9 37 - -
PF4.1, day9 37 - -
PF4.1, day64 37 - -
PF2.1, day2 166 CGCCCTTATGCCCATTCTTCACACCGCC PFCBL/R
PF1.3, day64 167 - -
PF2.2, day64 167 - -
PF4.2, day2 166 CGCCCTTATGCCCATTCTTCACACCGCT -
PF4.3, day64 167 CGCCCTTATGCCCACTCTTCACACCGCT -
Pelobates fuscus
(field) HEL56 84 same as PF2.1, day2 -
PFDE1.2 77 CGCCCTTATGCCCATTCTTCACACCGCT -
TATTCTGATCCCTTATTGCTAACACACTAATT
STRO1.1 41 CTTACTTG PFcytbL/R
STRO2.1 41 - -
LILYNG2.1 41 - -
PDFE2.1 41 - -
Triturus cristatus
(mesocosm) TC1.2, day9 149 AAAAATAGCGAGGCTCCGTTAGCGTGGATGT TCCBL/R
TC2.2, day9 149 - -
TC4.1, day9 149 - -
TC1.1, day44 184 - -
TC2.2, day44 184 - -
TC2.3, day44 184 - -
CTGCTGTATAGTGTATCGCTAGAAATAGTCCT
GTGAGGATTTGTGTAATTAGGCACACTCCTA
TC1.2, day64 43 GA TCcytbL/R
TC2.3, day64 43 - -
TC4.2, day64 43 - -
Triturus cristatus
(field) JD5.1 92 same as TC1.2, day9 TCCBL/R
JD6.1 92 - -
JD4.2 45 same as TC1.2, day64 TCcytbL/R
JD7.2 45 - -
JD8.1 45 - -
JD10.3 45 - -
GGTGTAAGAAGAGTAGGTGAACAATGCTAGT
CCCTGCAATTAAGAATGGGAACAGGAAGTGG
JD11 207 AATGCA AmpCBLb/R
GGTGTAAGAAGAGTAGGTGAACAATGCTAGC
CCCTGCAATTAAGAATGGGAACAGGAAGTGG
HEL56 207 AATGCA -
GGTGAAGGAACAGTAAGTGAACAATGCTTGC
Lissotriton CCCGGCAATAAGAAAGGGGAATAAGAAGTG
vulgaris JD11 207 GAATGCG -
HEL56 207 - -
22
GGTGAAGAAACAGGAGATGAATTATGCTTGC
Pelophylax kl. GGCTGTGATAATAAAGGGGAGAATAAAGTG
esculentus JD11 207 GAATGTA -
GGTGAAGAAACAGGAGATGAATTATGCTTGC
GGCTGCGATAATAAAGGGGAGAATAAAGTG
HEL56 207 GAATGTA -
GGTGTAGAAATAGAAGATGAATTATGCTCAC
AGCAGCGATAATAAACGGAAGAATAAAGTG
Rana temporaria HEL56 207 GAATGTG -
GATGTAGGAACAGAAGGTGAATTATGCTCAT
AGCAGCGATGATAAATGGGAGGATGAAGTG
Rana arvalis HEL56 207 GAACG -
Fish Misgurnus fossilis SH2.3 159 TATTCTCTATCCTGGTCTTAATAGT MFCBL/R
KAR9 161 - -
SH8.1 163 - -
SH16.1 163 - -
SH18.1 164 - -
MFP1.3 240 - -
AATTACAAACCTCCTATCCGCTGTGCCATATA
Carassius TAGGAGATATATTAGTTCAATGAACTTGAGG
carassius ELL1 209 AGGCTTCTCCGTAGACAACGCAACATT FishCBL/R
AATTACAAACCTCCTATCCGCTGTGCCATATA
TAGGAGATATATTAGTTCAATGAATTTGAGG
BOT1 209 AGGCTTCTCCGTAGACAACGCAACATT -
AATCACAAACCTTCTATCCGCCGTGCCATAT
ATAGGAGATATATTAGTTCAATGAATTTGAG
Carassius auratus ELL1 209 GAGGCTTCTCCGTAGACAATGCAACATT -
BOT1 209 - -
AATCACAAACCTCCTATCTGCCGTACCATAC
ATGGGAGACATGTTAGTCCAATGAATCTGAG
Cyprinus carpio ELL1 209 GTGGGTTCTCAGTAGACAATGCAACACT -
BOT1 209 - -
AATTACAAACCTCCTCTCAGCAGTCCCCTAC
Scardinius ATGGGTGATACCCTTGTTCAATGAATCTGAG
erythrophthalmus ELL1 209 GCGGTTTCTCAGTAGACAACGCGACCCT -
BOT1 209 - -
AGTTTGTTTGGGATTGATCGTAAAATGGCGT
Tinca tinca ELL1 238 AGGCAAATAAGAAATATCATTCTG TincaCBL/R
AGCTTGTTTGGGATTGATCGTAAAATGGCGT
BOT1 289 AGGCAAATAAGAAATATCATTCTG -
Leucaspius AGTTTATTAGGAATAGACCGGAGGATGGCAT
delineatus ELL1 238 ACGCAAATAAGAAGTATCATTCTG -
CCACGTTGTTTAGAAGTGTGAAGGATGGGGA
CAACTATAAGAACCAGGATGGAGGCAAGTA
Perca fluviatilis BOT1 289 AGGCTAAGACCCCTCCTA PercaCBL/R
Leucorrhinia CTAGCTAATAGTAGGGTAAATGAAGGAGGCA
Insects pectoralis SKA5.2 182 AAAGTCAAAATCTTATA LPCOIbL/R
SKA9.1 131 - -
SKA10.2 157 - -
SKA12.1 157 - -
CTAGCTAATAGTAAGGTAAATGAAGGAGGCA
- - ATAGTCAAAATCTTATA -
CTAGCTAATAGTAGGGTAAATGAAGGGGGCA
- - AAAGTCAAAATCTTATA -
Crustaceans Lepidurus apus LEP2.3 248 ATCTGTAGCGATCACAGCATTACTTTTACTAC LACOIL/R
23
TTTCTTTACCTG
ATCTGTAGCAATCACAGCATTACTTTTACTAC
LEP3.3 248 TTTCTTTACCTG -
LEP7.3 248 - -
MFP8.2 246 - -
CTAAGATGATGAATGGCAGGATAAAGTGGA
Mammals Lutra lutra OD12.2 254 AAGCGAAG LLCBL/R
CGTGAAGGAAGAGTAAGTGTACTATAGCGAG
TGCTGCGATGATAAATGGGAGAATAAAGTGG
Cervus elaphus JD11 207 AAAGCG AmpCBLb/R
CATTACCAATCTATTCTCAGCCGTCCCATACA
Columba TCGGTCAAACTCTCGTCGAATGAGCCTGAGG
Birds palumbus ELL1 209 CGGATTCTCAGTAGATAACCCCACATT FishCBL/R
CATGGAGGAAGGTGAGATGGATTGTGGTTAT
GCCTGCAATAATAAATGGGAGGAGGAAGTG
Fulica atra HEL56 207 GAGAGC AmpCBLb/R
CGTGTAGTAAGGTCAGATGTACTAGGGTCAG
Acrocephalus GCCTGCAATAATGAATGGTAGGAGGAAGTGG
palustris HEL56 207 AGGGCG -
Table S4. Summary of DNA sequences recovered in this study. Sequences derived from pcr #
207 and 209 are generated by pyrosequencing using Roche GS FLX 454 platform, the
remaining are generated by cloning and subsequent Sanger sequencing. Symbol (-) denotes
that the information is the same as above. For full details on locations see table S1 and S2, for
full primer details see table S3.