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Fractal geometry as the synthesis of Hindu cosmology in Kandariya Mahadev temple, Khajuraho

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https://doi.org/10.1016/J.BUILDENV.2007.01.028

Abstract

The underlying relationship between Hindu cosmology and fractal theory is manifested in Hindu temple where fractal geometry acts as the language. This paper has analyzed the Kandariya Mahadev temple at Khajuraho as the paradigm of Hindu temples with regard to fractal geometry and describes the syntheses of fractal features of the temple from the Hindu cosmology and philosophy. r

Key takeaways
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  1. Fractal geometry synthesizes Hindu cosmology in Kandariya Mahadev temple's design and structure.
  2. Kandariya Mahadev temple exemplifies fractal properties through its vastu purusha mandala layout.
  3. The box counting method reveals the temple's fractal dimension as 1.70, indicating significant roughness and detail.
  4. Hindu cosmology views the universe as cyclic, influencing the fractal design reflecting infinite creation.
  5. Fractal characteristics in architecture bridge physical and divine realms, showcasing complexity in Hindu temple design.
ARTICLE IN PRESS Building and Environment 42 (2007) 4093–4107 www.elsevier.com/locate/buildenv Fractal geometry as the synthesis of Hindu cosmology in Kandariya Mahadev temple, Khajuraho Iasef Md Riana, Jin-Ho Parka,, Hyung Uk Ahna, Dongkuk Changb a Department of Architecture, Inha University, South Korea b Department of Architecture, Chosun University, South Korea Received 4 May 2006; received in revised form 21 July 2006; accepted 15 January 2007 Abstract The underlying relationship between Hindu cosmology and fractal theory is manifested in Hindu temple where fractal geometry acts as the language. This paper has analyzed the Kandariya Mahadev temple at Khajuraho as the paradigm of Hindu temples with regard to fractal geometry and describes the syntheses of fractal features of the temple from the Hindu cosmology and philosophy. r 2007 Elsevier Ltd. All rights reserved. Keywords: Cosmic energy; Degree of details; Fractal dimension; Iteration; Self-similar repetitions; Vastu Purusha Mandala 1. Introduction Although employed in various fields for different roles,2 fractal geometry has been applied particularly, in archi- The properties of self-similar repetitions, abundance of tecture as a language which translates the beauty of textural details, and cascades of shape in architecture have complexity as well as the ideas of architects [6]. It also been characterized by fractal geometry [1]. Coined by reflects the process of universe and its energy through the Mandelbrot in 1970s, fractal theory has been widely buildings [7]. Hindu temple is one of the best examples of applied for the analysis and synthesis of architectural and those fractal buildings which were constructed in the past, urban designs [1–4, 17–20]. The term, ‘fractal,’ comes from far before than the birth of fractal theory and manifested the Latin word ‘Fractus’ which means ‘broken’ or the religious cosmic visions [8]. ‘irregular’ or ‘unsmooth’.1 This paper mainly deals with the fractal geometry Mathematical property for the creation of fractal that performs the key role for transforming or mani- geometry has been known as iteration. Different rules of festing the Hindu cosmology and philosophy into the iteration create different fractal figures (Fig. 1). The divine diagrams (so-called vastu purusha mandala) and then property of endlessness in the process of iteration makes to the structure. First, the Hindu cosmology and philoso- fractal figure as the microcosm of infinity. Due to its never- phy has been briefly reviewed. And then, the divine ending nature, fractal geometry cannot be possible to diagram of vastu purusha mandala and its application to explain by Euclidian geometry, but be possible by compu- the temple structure has been introduced. Second, Kandar- ter-generated programs and computational techniques such iya Mahadev Temple at Khajuraho has been briefly as Shape Grammar [21]. In nature there are plenty of introduced for the further study. Third, a ‘box counting fractal-like objects which are not true fractal, but up to method’ has been introduced for the analysis of the temple certain range of scales they display fractal properties [5]. with regard to fractal geometry. Lastly, Kandariya Corresponding author. 1 2 Mandelbrot and frame. Geometry of self-contacting binary fractal C. Pickover. Fractal horizons: the future use of fractals. St. Martin’s trees. The mathematical intelligencer, 1999. They defined fractal on the Press, New York, 1996. It points out the application of fractals and its role basis of binary fractal tree as the recursively by symmetric binary in different major fields: Education, Art, Science, Music, Medicine, branching. Mathematics, etc. 0360-1323/$ - see front matter r 2007 Elsevier Ltd. All rights reserved. doi:10.1016/j.buildenv.2007.01.028 ARTICLE IN PRESS 4094 I. Md Rian et al. / Building and Environment 42 (2007) 4093–4107 Fig. 1. Top: development of a fractal figure from a single circle by the iteration having some definite rule. Bottom: development of different fractal figure from the same circle but by the iteration having different rule. Mahadev temple has been analyzed with regard to fractal ocean8. During twisting, the ocean became churned and geometry through the application of Hindu cosmology and gods found their elixir, and at the same time the every being philosophy. in the universe was produced. According to Hindu philosophy, the main goal of man’s life is to achieve the ultimate liberation from the illusionary 2. A brief review of hindu cosmology and philosophy world where he suffers from his endless rebirth. Krishna says in Bhagavad Gita,9 if man worships, devotes and Hindus believe that the universe is created, destroyed, meditates to the manifested form of the wholeness of and re-created in an endless repetitive series of cycles where infinity, and sees the truth of its manifestation; he will Brahma is the creator, Vishnu is the sustainer and Shiva is surpass the confusion of the never-ending cycles of rebirth the destroyer, and all of them are the trinity of in this physical world, and finally will assimilate with the Parameshwar, the Supreme Being who is the manifested God. 10 Hindu calls it moksha.11 It brings the ultimate form of the whole infinity3. He is the principal creator of peace and harmony in man’s life. But how one, from the the universe. According to the myth, before each successive physical world, can practice to realize this ultimate truth of series of the creation of universe, a lotus is grown from the the creation? Brihatsamhita12 and Sthapatyaveda13 give the navel of Vishnu and then Brahma is born over it as the solution as the temple which should act as the microcosm incarnation of the supreme God. Brahma starts creating the of the cosmos [9]. It should be the bridge for the man of universe in a Brahma-day and destroys it in a Brahma-night physical world to the God of divine world [10]. and again creates the new universe next day. He repeats To connect the physical world with the divine world and this process for 100 Brahma-years until his death. After his to reflect the truth of creation, the layout of cosmos was death, Brahma is born again and starts the new cycle of copied graphically in the foundation of temple. Here, a creation. A universe takes 4,320,000,000 years to be mythical incident was interwoven where a formless being survived and same years to be destroyed. Hence, a universe covered the sky and was, immediately, arrested down to the is the result of time that follows the cosmic order in which a earth by the creator Brahma and other gods. This super- fraction of moment is the microcosm of biggest time unit. 4 natural fact was depicted graphically by vastu purusha Another myth says that mount meru5 is the axis of the mandala, where vastu refers to physical environment, cosmos. According to the Mahabharata, 6 gods twisted the purusha refers to energy, power or cosmic being, and mount meru to find their most precious elixir, amrita 7 mandala is the diagram or chart. Central portion of the which was lost during the terrible flood in the cosmic mandala represents the place of Brahma and other portions symbolize the other gods according to their capability. By 3 Winthrop Sargeant and Chrostopher Chappel. Bhagavad Gita: an laying down this metaphysical diagram in the foundation, interlinear translation from the sanskrit. State University of New York various supernatural forces are captured beneath the Press, revised edition, 1987. 4 100 Brahma-years—death and rebirth // kalpa—1000 mahayugas // temple whereas its centre is the source of cosmic energies. mahayuga—4 yugas //yuga—10,000 divine years // divine year—360 8 sidereal years // life cycle—birth, death, rebirth //year—summer and According to Hindu cosmology, the space of cosmos is a kind of ocean winter // day and night // breathing: inhale–exhale // bhavanga— which is full of milk. 9 consciousness wave ðmsÞ (refer to [9, p.7]). Bhagabat Gita is one of the most authentic Hindu scriptures in which 5 According to Hindu mythology mount meru is the center of universe there have own words’ of the Lord Krishna, a trinity of God. 10 where Brahma dwells along with other deities. Mythology says that it is Winthrop Sargeant and Chrostopher Chappel. Bhagavad Gita: an 450,000 km high and located in Jambudvipa, one of the continents on earth Interlinear Translation from the Sanskrit. State University of New York in Hindu mythology. Pr, revised edition, 1987. 6 11 Mahabharata is the most ancient epic in India where the stories of ‘Moksha’ is a Sanskrit word which means ‘freedom’. In Hindu Krishna, one of the trinity of Hindu gods, were included along with other scriptures moksha depicts the ultimate liberation from the cycles of rebirth godly beings. in this physical world. 7 12 According to Hindu mythology amrita is an elixir which makes the Brihatsamhita is one the most authentic Hindu scriptures. 13 gods alive forever. If someone drinks this amrita, death never comes to Sthapatya Veda is the most ancient scriptures for the Indian tradition him. of architecture. ARTICLE IN PRESS I. Md Rian et al. / Building and Environment 42 (2007) 4093–4107 4095 Fig. 2. Left: plan of Kandariya Mahadev temple (11th century): (1) Garbhagriha, (2) Pradakshinapth, (3) Mandapa, and (4) Arthamandapa. Right: East–West section of Kandariya Mahadev temple. The basic shape of the vastu purusha mandala is a square faced to the east to welcome the first rays of sun. The whole which represents the earth [11]. Its four sides depict the structure consists of four major parts (Fig. 2): four cardinal directions. It also symbolizes the order, the completeness of endless life and the perfectness of life and 1. Grbhagriha, i.e., sanctuary where the main deity has death [10]. According to Hindu philosophy, our mundane been kept. life is controlled by the number four—four castes, four 2. Pradakshina path, i.e., circumambulatory path having stages of life, four great epochs or mahayugas, four heads three sides balcony bringing ventilation and light to the of Brahma, the four Vedas etc. [12]. interior. There are various types of vastu purusha mandala, which 3. Mandapa, i.e., columned assembly hall having two sides are nothing but the squares grids, produced from the basic balcony. shape; namely, a square which is known as sakala mandala. 4. Artha mandapa, i.e., entrance porch. Each smaller square within the grid is called one pada. The number of pada may vary from 1, 4, 9, 16, 25 and so on 1024, where it follows the geometric progression of 1, 2, 3, Kandariya Mahadev temple stands out from other 4, 5,y,32 of common ratio 2. The mandala having even temples of the region due to its grand scale with elaborated numbers of pada in its grid known as yugma squares building design as a whole and ornamentation. The well- mandala whereas the mandala, having odd numbers of pada controlled zigzag plan of the temple creates the vertical known as ayugma squares mandala. Vastu purusha mandala visual rhythm, accentuated in the elevation through its is also known as different distinctive names according to sharp recessions and projections, whereas the horizontal the numbers of pada within the grid. The mandala having friezes on the elevation create the horizontal rhythmic 1,4,9,16,25 and 36 numbers of pada within the grid are growth upward (Fig. 3). known as sakala mandala, pechaka mandala, pitah mandala, The most distinctive part of the temple is its lofty curved mahapitah mandala, manduka chandita mandala and para- towers above the sanctuary. It is known as shikhara. masayika mandala, respectively14. Shikhara is crowned by an amalaka,15 a ribbed circular motif, and a pot finial, known as the kalasha, a sacred pot 3. Kandariya Mahadev temple, Khajuraho, 1030 A.D. in which the most precious elixir amrita had been kept. Here in the shikhara, the amalgamation of the form of lotus Kandariya Mahadev temple at Khajuraho sets the bench- blossom and that of mountain has been frozen into the mark of Hindu art in India. This temple was constructed in form of multiple recursive archetypes. Replicas of the the middle of 11th century when Hindu temples had attained towers are the most distinctive character in the Kandariya the highest point of matured design. During the period, all Mahadev temple. kinds of Hindu art including sculpture, music and dance, Like exterior, interior of the Kandariya Mahadev temple were intermingled in temple designs [22]. Kandariya is elaborated with ornamentation. At exterior it has more Mahadev temple has height about 31 m. It is elevated above than 646 numbers of figures whereas 226 numbers of a lofty plinth which makes the temple structure sanctity and figures were sculpted in interior. There is no boundary monumental. The structure is 30.5 m long and 20 m wide, between interior and exterior in terms of ornamentation and detailing. 14 For more information regarding vastu purusha mandala, its history 15 and application to the Indian traditional architecture in deep, see V. ‘Amalaka’ is a kind of fruit available in north part of India. According Chakrabarti. Indian Architectural theory and practice; contemporary uses to Hindus amalaka is a sacred fruit. In most of the Hindu temples, of vastu vidya. Routledge Curzon, 1999. amalaka was adopted as the finial on shikhara. ARTICLE IN PRESS 4096 I. Md Rian et al. / Building and Environment 42 (2007) 4093–4107 Fig. 3. Left: front elevation; middle: north elevation; and right: back elevation. 4. Fractal dimension and box counting method high textureness and abundance of details. Roughness of the images having fractal dimensions 1.21–1.25 or the In fractal geometry, fractal dimension is the quantity dimensions 1.81–1.86 are visually not so much distinguish- which measures the fractalness of an object. For any fractal able by naked eyes. But naked eyes can easily distinguish object fractal dimension is always non-integer, i.e., unlike the images having fractal dimensions 1.1, 1.2, 1.3,y, 1.8 integer-dimensional objects (zero-dimensional point, one and 1.9, separately. dimensional line, two dimensional square and three To evaluate the fractal dimension of an image by ‘box dimensional cube) fractal object is a fractional-dimensional counting method’, firstly a squares grid is overlaid on the which may be in between one dimensional and two image where the size of each grid box, let ‘S’, determines dimensional object, or in between two dimensional and the scale of the grid. Then the boxes, having any mark or three dimensional object. For in between one-dimensional line of the image within the grid, are counted; let it is ‘N’. and two-dimensional fractal object fractal dimension ‘D’ is After repeating the same process on the same image by always more than 1 and less than 2 (i.e., 1oDo2Þ, whereas changing the box size, fractal dimension ‘D’ of that image for in between two- and three-dimensional fractal object can be obtained by transforming the results of ‘S’ and ‘N’ the fractal dimension ‘D’ is always more than 2 and less into the log–log graph. The slope of the resulting line of the than 3 (i.e., 2oDo3Þ. log–log graph determines the fractal dimension of the There are various methods to evaluate the fractal image. dimension, among which the ‘box counting method’ is There are various software that can directly calculate the suitable for measuring the fractal dimension of the fractal dimension of an image by following the basic elevation of buildings, mountains, trees or any objects process of ‘box counting method’. In this paper, the which are not true fractal. Albeit, ‘self-similarity dimension software of ‘Box Counting Demonstration’17 has been method’ is very common for calculating the fractal employed for counting the marked boxes. For the analyses, dimension, but the method is only applicable for the true all parts of the temple have been taken as two-dimensional mathematical fractals where self-similar structures are images by keeping the information about image sizes and found at all zooming scales.16 their resolutions. Fractal dimension calculated by ‘box counting method’ For example, by taking the box sizes or grid sizes 24, 12, measures the fractalness of an image on the basis of 6 and 3 of a squares grid for a fractal image of 60 mm  roughness or textureness or the amount of details. Images 43:5 mm with resolution 80 pixels/cm, marked boxes are having fractal dimensions 1.1–1.5 indicate less roughness counted by the ‘Box-Counting Demonstration’ software and details they have, whereas images having fractal (Fig. 4). Then by taking the log of grid sizes ðSÞ on the X - dimension 1.6–1.9 but less than integer value 2, exhibit axis and log of marked boxes ðNÞ on the Y -axis following results have been obtained as shown in Table 1 (Graph 1). 16 Slope of the resulting line in log–log graph shows the Other well known methods include ‘measured dimension method’ or fractal dimension of the image is 1.55. The resulted points ‘structured walk method’ which is only applicable for the overlapping curves, while the other methods (like box counting and self-similarity lied on a smooth straight line in the graph indicate the dimension methods) cannot include the part of overlapping curves. Self- uniformity of details of the image in different scales. Here similarity dimension is believed to be the standard fractal dimension of a fractal dimension 1.55 confirms that the level of details of pure fractal object and equivalent to Mandelbrot’s fractal dimension. But the fractal image is medium. ‘box counting method’ measures the fractal dimension of those objects which are not true mathematical fractal. This method basically measures the rate of roughness or detail-ness of an image, but not an object itself. Accordingly, ‘box counting method’ is the suitable and preferable method 17 to calculate the fractal dimension of the images of buildings, mountains, The software of ‘Box-Counting Demonstration’ was developed by trees or any objects which are not true fractal. Box counting dimension is Martin Nezadal, Institute of Physical and Applied Chemistry, Brno also equivalent to Mandelbrot’s fractal dimension. For more details, refer University of Technology, Brno, Czech Republic for determining the to Lorenz [13]. fractal dimension of an image through box counting method. ARTICLE IN PRESS I. Md Rian et al. / Building and Environment 42 (2007) 4093–4107 4097 Fig. 4. Box counting operation of a fractal figure. Extreme left—fractal figure; (a) grid size 24; (b) grid size 12; (c) grid size 6; and (d) grid size 3. Table 1 way. ‘Fig. 5’ shows the fractal characteristics of different mandalas and their iterations from the sakala mandala. Step Grid size ðSÞ Marked boxes ðNÞ Log ðSÞ Log ðNÞ At the same time by laying down the diagram of mandala 1 24 140 1.380 2.146 in the foundation of temple, cosmic energies were grasped 2 12 420 1.079 2.623 beneath the structure. The center of mandala is the source 3 6 1226 0.778 3.088 of all energies which are radiated outwards to the physical 4 3 3497 0.477 3.544 world. The square shape of mandala significantly implies to maintain the energy equilibrium. Arnheim [14], in his book, ‘Art and Visual Perception’, finely describes the hidden 4 ‘field of forces’ within the square where each side of the 3.5 square applies the force towards the center. Thus, the center of square applies equal force towards its each side 3 (Fig. 6a). 2.5 Similarly, in the case of nine-square grid, each side of the log (N) y = -1.5478x+4.2874 nine-square grid applies the equal forces to the center 2 which is itself a square and to make a balance, this central 1.5 square also applies the equal and opposite force to each 1 side of the grid. Accordingly, within the nine-square grid ‘field of forces’ becomes higher, because, as Arnheim 0.5 described, within the grid each square itself has its own ‘field of forces’ (Fig. 6b). Thus, the increasing numbers of 0 0.5 1 1.5 squares in a mandala help the diagram to arrest the log (s) (cosmic) energies more concretely where the ‘field of forces’ is increased in a fractal manner. These restored energies in Graph 1. Fractal dimension 1.55. the mandala radiate out to the physical world eternally from the center (Fig. 6c). 5. Analysis of Kandariya Mahadev temple Although the mandala is primarily square, it may be turned into different shapes for applying to the foundation 5.1. The foundation and floor plan of temple. But the final shape must evolve out of the square, because of its essence in all Hindu architecture. As In the foundation of any Hindu temple, cosmos is time goes the final shape of mandala was turning into embodied by laying down the diagram of vastu purusha complex through some transitional stages. In these stages, mandala on a selected ground. This divine diagram reflects plans of some earlier temples evidence that the fact of the image of cosmos through its fractal qualities. In the radiating cosmic energy took the main role for amending diagram, squares are repeated within a square and other the basic shape of mandala. Surprisingly, it is turned out in squares within another square and so on. Each newly born some special cases that the process of amendment is square perhaps depicts the birth of new universe in which nothing but the fractal iteration of mandala. the centre of mandala is the source of creation of each To begin with, the evolutionary stages of temple plans square, i.e., each universe. Apart from this, as the fractal are to be discussed. In the early ages, plans of Hindu properties in vastu purusha mandala, each yugma mandala temple were nothing but the direct copy of vastu purusha (even numbers of squares grid) is the result of fractal mandala. Parvati temple at Nachna, constructed in 6th iteration of four-squares grid, i.e., pechaka mandala, century A.D., is one of those temples in which the grids of whereas each ayugma mandala (odd numbers of squares mandala and its overall shape was directly applied to grid) is the iteration of nine squares grid, i.e., pitah foundations, especially to the foundation of sanctuary mandala. For example, pechaka mandala produces maha- (Fig. 7a). After then this square and grid plan of the temple pitah mandala (16 squares grid), and manduka chandita was modified by bumping up each side outwards to the mandala (64 squares grid), and pitah mandala produces four directions depicting the radiation of cosmic energies. paramasayika mandala (81 squares grid) in an iterative This time, the shape of temple plan is the visual expression ARTICLE IN PRESS 4098 I. Md Rian et al. / Building and Environment 42 (2007) 4093–4107 Fig. 5. Fractal characteristics of different mandalas and their iterations from the sakala mandala. a Stage 1 Plan of Parvati temple, Naclma, 6th Century b Fig. 6. (a) ‘Field of forces’ within the square ([4]; redrawn by the author); (b) radiation of forces from 9-squares grid ([23]; redrawn by the author); (c) radiation of forces from 81-squares grid. Stage 2 Plan of Vishnu temple of energy radiations whereas in the plan of Parvati temple Daogarh, 7th Century it was only the symbolical expression. In the sixth century c to the seventh century A.D. Hindu temples were usually constructed on this modified plan by following the same grids of mandala. Vishnu temple at Deogarh, constructed in the late sixth century, is the example of this type of temple (Fig. 7b). Plan of Surya temple, As time goes, the shape of Hindu temple plan became Stage 3 Modhara, 11th Century more complex where each sides of the square of mandala bumps up twice. By repeating the same process, i.e., by d iterating, each side of the square of mandala attains a fractal like pattern in which this time it expresses the directions of radiating cosmic energies more clearly. This pattern was employed on the plan of Surya temple at Modhera in the 11th century (Fig. 7c). In this temple the developed pattern was overlapped by the self-similar Stage 4 Plan of Kandarya Mahadev pattern towards the east direction at the same axis leading temple, Kahnjraho, 11th Century the entrance to the sanctuary and got the final outcome. Fig. 7. Evolution of the plan of Kandariya Mahadev temple from the Lastly, during the 11th century, the plan of Hindu vastu purusha mandala through the above stages which is lead by the temple had attained its final shape as the result of third radiation of cosmic energy. (a) Plan of Parvati temple, Nachna from fractal iteration of mandala. This modified and matured simple square mandala; (b) plan of Vishnu temple, Deogarh from the first iteration of mandala; (c) plan of Surya temple, Modhera from the second plan was widely adopted in the North Indian temples; iteration of mandala; and (d) plan of Kandarya Mahadev temple, among those Kandaraiya Mahadev temple at Kahjuraho is Khajuraho from the third iteration of mandala. the most remarkable (Fig. 7d). Evolution of this temple plan is the process of fractal iteration. Here the iteration was lead by the cosmological events as well the symbolic Mahadev temple. In this geometric operation one smaller geometries and sacred proportions. There are two hypoth- square within the grid of mandala, i.e., one pada has been eses about the geometric operations of mandala to evolve taken as one unit. The outward energies generated from the the final plan of Kandariya Mahadev temple. center of mandala have bumped up the middle of each side According to the first hypothesis, pitah mandala, i.e., one unit along the four directions (Fig. 8a) as the first nine-square grid is considered as the primary shape for the iteration. Then all the newly born outer corners have been geometric operation to evolve the plan of Kandariya filled with meandering elements which are developed from ARTICLE IN PRESS I. Md Rian et al. / Building and Environment 42 (2007) 4093–4107 4099 Fig. 8. (a) Top: 9-Squares mandala. Bottom: sides of a 9-squares mandala are bumped up 1 pada along the cardinal directions. (b) Left: plan of Kandariya Mahadev temple. Right up: outer corner of ‘Fig. 8a-bottom’, i.e., 1 pada and development of a element having golden proportion with a quarter of the pada. Right bottom: outer corner of ‘Fig. 8a-bottom’ filled by the newly born element from a pada in its three sides and overlapped with the self similar but opposite pattern to get final fractal patterned plan of the temple. the quarter of one pada. Each meandering element is the and irregular shape. Not only the outer plan but also the combination of a golden rectangle and a square born from plan of central sanctuary is also the offset of outer plan, the same rectangle. After filling the outer corners, it has got which makes whole the plan as fractal. For analyzing the the fractal pattern which is overlapped with a self similar roughness of the plan of Kandariya Mahadev temple, pattern, planned for the mandapa, along the axis of ‘Box-Counting Demonstration’ software has been em- entrance to the sanctuary. Lastly, by projecting the ployed on the image of plan by taking its size 50 mm  entrance part along the same axis, it has attained the final 70 mm having resolution 80 pixels/cm and grid sizes 24, 12, shape (Fig. 8b). 6 and 3 (Fig. 10). It gives the following results (Table 2 According to second hypothesis, the plan of Kandariya (Graph 2)): Mahadev temple is the result of third iteration of pitah From the slope, shown in Graph 2, it is obtained that it mandala (36-squares grid). Here the pitah mandala is rest has fractal dimension 1.70 which depicts its high degree of within the manduka chandita mandala (100-squares grid) on roughness or details. The smooth curve as a straight line in the same grids. The iteration of each side is guided by the the graph describes the uniformity of its roughness. This gridlines and a circle which touches the corners of pitah degree of roughness or details of plan has been accentuated mandala. The circle depicts the endless cycles of times, the in the structure to make the whole structure complex and wholeness and the consciousness due to its never-ending textured. shape18. The sides of another square, placed diagonally by touching its corners to the outer edges of the manduka 5.2. Elevation chandita mandala, indicate the iteration points. Each iteration starts from the intersection between a side Hindu cosmology, manifested in the plan of Hindu temple of the diagonal square and the last iterated line, and stops two dimensionally, was also manifested in its elevation but at the intersection between grid line and the circle. Finally, three dimensionally and more symbolically. For the elevation the iteration stops at the corners of the diagonal square too, sthapati19 took the fractal as a medium to visualize the (Fig. 9). The elongations of the last iterated forms depict manifested form of cosmos and to make the pilgrims the four cardinal directions. On the temple structure, these meditating for spiritual journey. To apply the fractal as a last projected parts are open verandas, symbolizes the tool for constructing the temple, perhaps, sthapati did not cardinal directions. use any mathematical fractal theory or formulae, but he This fractal operation of the plan of Kandariya influenced by the nature where God himself create moun- Mahadev temple makes it fractal in terms of roughness tains, trees, leaves, etc. as the examples of fractal [5]. 18 19 According to Kumar, ‘‘the circle is logically the perfect metaphor for In Brihatsamhita and Sthapatyaveda, architects of Hindu temples and heaven since it is a perfect shape, without beginning or end, signifying residences were called as sthapati. It’s a Sanskrit term comes from the timelessness and eternity, a characteristically divine attribute.’’ (see [12]). ancient Hindu scriptures. ARTICLE IN PRESS 4100 I. Md Rian et al. / Building and Environment 42 (2007) 4093–4107 Fig. 9. Geometric operation of mandalas and that of some symbolic geometry for the development of the plan of Kandariya Mahadev temple. Fig. 10. Box counting operation of the plan of Kandariya Mahadev temple. Extreme left—plan; (a) grid size 24; (b) grid size 12; (c) grid size 6; and (d) grid size 3. 4 Table 2 3.5 Step Grid size ðSÞ Marked boxes ðNÞ Log ðSÞ Log ðNÞ 3 1 24 249 1.380 2.396 y = -1.7013x + 4.7409 2 12 806 1.079 2.906 2.5 log (N) 3 6 2554 0.778 3.407 2 4 3 8627 0.477 3.936 1.5 In the structure of almost all Hindu temples, sthapati 1 took the mountain as a model of fractal object where self- 0.5 similar mounts are repeated and recurred, pointing towards the sky. They made the rising towers, shikhara on the 0 0.5 1 1.5 temple structure by copying the form of mountain which log (s) dominates on the earth, and the replicas of soaring towers on shikhara depict the series of repetitive universes [15]. Graph 2. Fractal dimension 1.70. Even the literal meaning of shikhara is also mountain. Besides, mythical mount meru was also the aim to adopt the Kandariya Mahadev temple, the mountain form of form of a mountain in the structure of Hindu temples to shikhara has further significance which depicts the mount manifest the cosmic events. Especially in the case of kailash where (according to Hindu beliefs) the Lord Shiva ARTICLE IN PRESS I. Md Rian et al. / Building and Environment 42 (2007) 4093–4107 4101 Fig. 11. (a) Repetitions of towers and their elements in the shikhara; and (b) whole form of shikhara is repeated in a part within another part (marked by red color). Repetitions of tower above the mandapas (marked by green color) create angle for upward eye movement to the summit of main shikhara. dwells, because this temple was dedicated to the Lord system properly, then it can function in harmony with the Shiva. Though the appearance of shikhara in all Hindu mathematical basis of the universe.21 Almost in every temples are mountainous, but they are unique from each Hindu temple in North India, the rule of repetition of other regarding the styles of repetition of towers, orna- towers is almost the same. On the shikhara above the mentations on tower facades, tower slopes and their sanctuary of Kandariya Mahadev temple, the second larger geometric structures. tower is just half in size of the main central tower and the In the case of Kandariya Mahadev temple, the main shorter towers are one-third and one-fourth in size of the tower above the sanctuary is repeated at its four sides and main tower. Placing of the smaller towers on the elevation the same process of repetition is continued in each newly is such that the peaks of each smaller tower pointing born smaller tower, and again this process repeated in the towards the summit of main central tower, makes the last newly born smaller tower (Fig. 11a). At the same time impression of unity in infinity towards cosmic axis. smaller towers are repeated on the body of main tower in It turns out that the stratification of the towers above the which the whole tower attains such an arrangement where sanctuary follows the golden sequence as the basic rule for one can easily feel the whole in a part within another part. arrangement. Let’s take the distance between two peaks of Above the assembly hall, i.e., mandapa the main tower is main tower and second tower as a side of a square repeated within its own body and at the same time its (ABCD). Then, an arc is drawn whose center is located at whole body is repeated along the axis of mandapa to the M point and radius is MA (Fig. 12). The arc touches the entrance. This arrangement of repetitive towers above the peak of third tower and intersects the extension of a line mandapa (assembly hall) and arthamandapa (entrance DC at point G. Then, a square (EFGC) is drawn by taking porch) is such that it makes to move up one’s eyes a line CG as a side. Now the square (EFGC) is copied as automatically to the main tower above sanctuary and from FHIG whose side GI determines the distance between third that travel up through the summit of finial to the axis of peak and fourth peak. Again a second arc is drawn from a cosmos (Fig. 11b). This highest point of the shikhara above point O by taking the radius OF which touches the peak of sanctuary is believed as the ultimate point of liberation fifth tower. It produces a new square (JKLI). Interestingly, from the physical world. the peaks of alternative towers, i.e., the peaks of first, third The beauty of shikhara lies behind the proportions of the and fifth towers also obey the golden ratio, where the arrangement of replicas. In Hindu temples the repetitions distance between peaks of first and third towers determines of the towers are not arbitrarily, but follow some rules and the square (XYGD) and that of third and fifth towers proportions for the welfare of the society as well as the determines the square (UVLG). universe.20 Its proportions have deep significance; because Another significance of such arrangement of smaller if the temple is constructed according to the mathematical towers on the shikhara of Kandariya Mahadev temple is the man’s perception for seeing the whole body of shikhara 20 According to Brihatsamhita Hindu temples must be perfect which will in its self-similar parts from any location of view (Fig. 13). reflect the perfectness in this world as well as in spiritual world. R. J. This fractal property is also reflected from the degree of Mehta found out that ‘‘There was the necessity for perfection but not details in each part of shikhara. necessarily absolute perfect. The ancient texts lay down the mathematical One can experience the same level of details of the whole concept of imperfection, that is, not a whole number but one where a small body of shikhara in its self-similar parts. To analyze the fraction is left over on division [15]’’. Whereas Volwahsen points out, in Hindu architecture the rules of proportion makes the structure well- consistency of details or roughness of whole shikhara and balanced, architecturally pleasant and perfect within the mathematical 21 concept of imperfection (see [11]). Michell [10, p. 73]. ARTICLE IN PRESS 4102 I. Md Rian et al. / Building and Environment 42 (2007) 4093–4107 that of its parts more concretely, ‘box counting method’ has been applied to the images of those parts for calculating their fractal dimensions. For the experiment, all three images are taken as the same size of 37 mm  52 mm having the same resolution 80 pixel/cm. For the experiment ‘Box Counting Demonstration’ software has been employed for counting the marked boxes. By taking the grid sizes 24, 12, 6 and 3, marked boxes has been counted (Figs. 14–16). Then by applying the grid sizes and their respective numbers of counted boxes in a log–log graph the following results have been obtained (Tables 3–5 (Graphs 3–5)): From resulted graphs of above three figures (Figs. 14–16), it is observed that the fractal dimensions of those Fig. 12. Peaks of all self similar towers follow the rule golden sequence. three images are 1.84, 1.83 and 1.80, respectively which are high fractal value and almost the same. As discussed before, the level of details having these fractal dimensions are not distinguishable in naked eyes and shows the high level of details. Accordingly, it is concluded that the degree of details of the whole body of shikhara and its self-similar smaller parts are high and uniform. At the same time it is observed from the graphs that in each case all the points lies on a straight line, i.e., the resulted curve is a smooth straight line in the graph which shows that in each part of the shikhara degree of details is uniform. Therefore, it can be said that from any viewpoint there is a consistency of the richness of details in the whole body of shikhara. Now the same experiment has been done with the front elevation by the same process. By employing the same Fig. 13. Whole in a part in the shikhara: (a) whole body of shikhara above computer software (Box Counting Demonstration) on the the sanctuary; (b) self similar part of the whole shikhara; and (c) self front elevation (Fig. 17) the following results are obtained similar smaller part of the whole shikhara. shown in Table 6 (Graph 6). Fig. 14. Box counting operation of the shikhara ‘Fig. 13a’. Extreme left—Shikhara, ‘Fig. 13a’; (a) grid size 24; (b) grid size 12; (c) grid size 6; and (d) grid size 3. Fig. 15. Box counting operation of the part of shikhara ‘Fig. 13b’. Extreme left—part of shikhara, ‘Fig. 13b’; (a) grid size 24; (b) grid size 12; (c) grid size 6; (d) grid size 3. ARTICLE IN PRESS I. Md Rian et al. / Building and Environment 42 (2007) 4093–4107 4103 Fig. 16. Box counting operation of the smaller part of shikhara ‘Fig. 13c’. Extreme left—Smaller part of shikhara, ‘Fig. 13c’; (a) grid size 24; (b) grid size 12; (c) grid size 6; and (d) grid size 3. Table 3 4 Step Grid size ðSÞ Marked boxes ðNÞ Log ðSÞ Log ðNÞ 3.5 1 24 133 1.380 2.124 3 y = -1.8336x + 4.6737 2 12 485 1.079 2.686 2.5 3 6 1744 0.778 3.242 log (N) 4 3 6123 0.477 3.787 2 1.5 1 Table 4 0.5 Step Grid size ðSÞ Marked boxes ðNÞ Log ðSÞ Log ðNÞ 0 0.5 1 1.5 1 24 123 1.380 2.090 log (s) 2 12 443 1.079 2.646 3 6 1608 0.778 3.206 Graph 4. Fractal dimension 1.83. 4 3 5537 0.477 3.743 4 Table 5 3.5 Step Grid size ðSÞ Marked boxes ðNÞ Log ðSÞ Log ðNÞ 3 y = -1.7970x + 4.5723 1 24 122 1.380 2.086 2.5 log (N) 2 12 434 1.079 2.637 2 3 6 1533 0.778 3.186 4 3 5078 0.477 3.706 1.5 1 0.5 4 0 0.5 1 1.5 3.5 log (s) 3 y = -1.8422x + 4.6702 Graph 5. Fractal dimension 1.80. 2.5 log (N) 2 1.5 From the slope it is obtained that it has fractal dimension 1.87 which is higher but near about similar to 1 that of whole shikhara (above sanctuary) and its self similar 0.5 parts within the shikhara (i.e., ‘a’, ‘b’ and ‘c’ in ‘Fig. 13’), and its resulted smooth straight line in the graph describes 0 0.5 1 1.5 its uniformity of details. Thus it is observed that not only from the distinctive part, shikhara, but also from the whole log (s) elevation one can experience the consistent degree of details Graph 3. Fractal dimension 1.84. from anywhere outside. ARTICLE IN PRESS 4104 I. Md Rian et al. / Building and Environment 42 (2007) 4093–4107 Fig. 17. Box counting operation of the front elevation. Extreme left—front elevation; (a) grid size 24; (b) grid size 12; (c) grid size 6; and (d) grid size 3. Table 6 Step Grid size ðSÞ Marked boxes ðNÞ Log ðSÞ Log ðNÞ 1 24 123 1.380 2.090 2 12 443 1.079 2.646 3 6 1637 0.778 3.214 4 3 5976 0.477 3.776 4 3.5 3 y = -1.859x + 4.667 2.5 log (N) 2 1.5 1 0.5 Fig. 18. Elevations and plans of: (a) Shikhara of Adinatha temple (900 AD); (b) Shikhara of Paraswanatha temple (950 AD); and (c) Shikhara of 0 0.5 1 1.5 Kandariya Mahadev temple (1050 AD). log (s) the same time this process is guided by the shape of Graph 6. Fractal dimension 1.87. foundation (Figs. 19 and 20). 5.3. Details These unique fractal characters on the whole body of shikhara above the sanctuary of Kandariya Mahadev The abundance of details in the temple of Kandariya temple are born by the process of iteration from a single Mahadev not only makes the temple highly fractal in terms central tower which is known as unipratiti. Shikhara of of roughness, but also displays the theme of godly beings Adinatha temple (900 A.D.) as the unipratiti and the who are the important characters in Hindu cosmology and shikhara of Paraswanatha temple (950 A.D.) as the result of philosophy. Numbers of figures displaying sexual gestures third iteration of unipratiti are the evidences for production on the temple fabrics symbolizes the creation. In other of the shikhara of Kandariya Mahadev temple. In this words, the smallest details of the temple carry the concept process, self-similar smaller towers are generated along its of creation. Naked eyes go to the tiniest details up to some four sides. Then again it produces smaller towers around its level, but the story or the images of the gods makes a three sides outwards. It continues up to five steps and gets passage of spiritual journey for the ‘third eye’ (power of the final form of whole shikhara as multipratiti (Fig. 18). imagination) to perceive further to the eternity. Though Motifs of shikhara are the lotus petals. Shikhara is also the geometrically the details are not the exact repetitions of its image of lotus blossom which symbolizes the creation as it parent body of the temple, but it repeats the same concept/ sprouts from Vishnu’s navel. It is the symbol of purity. The theme of the body. budding of multipratiti shikhara as the iteration follows the Tiniest figures give the impression of paramanu (atom), process of germination of lotus flower from its bud and at the smallest time unit, the consciousness which acts as the ARTICLE IN PRESS I. Md Rian et al. / Building and Environment 42 (2007) 4093–4107 4105 Fig. 19. Plan of shikhara. Development of the multipratiti shikhara of Kandariya Mahadev temple from unipratiti by the process of iteration. Fig. 20. Development of multipratiti shikhara as the multi square-prisms from a single square-prism by repeating the smaller scaled self-similar prism outwards. Fig. 21. (a) Ceiling of mandapa in Kandariya Mahadev temple (source: internet); and (b) development of the pattern of ceiling panel in Kandariya Mahadev temple from a bud by the process of iteration. microcosm of the largest time unit, cosmos. Like the analyze the consistency of degree of details in the whole exterior, the interior of Kandariya Mahadev temple is also structure, the ‘Box Counting Demonstration’ software has full of figuristic and floral details in which figuristic details been employed. In this case, the image size of a part of protects the sanctuary from demons and floral details ceiling details has been taken as 50 mm  50 mm with the depicts the cosmic events. On the ceiling of this temple, the resolution 80 pixels=cm (Fig. 22). By taking the grid sizes floral pattern of panels is most noteworthy for depicting 16, 8, 4 and 2 the following results are obtained as shown in the cosmos where, again, fractal takes the main role for Table 7 (Graph 7). depiction. Here the combination of some ceiling panels From the slope it is obtained that it has fractal makes the pattern such a way that it seems the flowers are dimension 1.78 depicting high degree of details and its blossomed from buds recursively. From each bud four smooth curve as straight line depicts the uniformity of petals are bloomed then from four petals eight petals are details in the panel. generated and again from this eight petal-flower a 12 petal Fractal pattern of the plan of Kandariya Mahadev bloom is born. Here the bloom depicts the creation of temple, replicas of detailed towers, and rhythmic growth of universe from the lotus bud sprouting from the navel of horizontal friezes, create a harmony of fractal characters in Vishnu. Each bloom from a single bud is stratified by the whole complex. High level of details in everywhere of making the level difference. These differences of levels and the temple adds fractal flavor of roughness throughout the concentric floral patterns make a passage for the spiritual structure. journey to the unit ness of infinity and thus help the man to Fractal dimensions of the plan of Kandariya Mahadev practice for getting the ultimate liberation (Fig. 21). temple, its elevation, parts of the elevation and smaller The ceiling panels are also finely detailed which maintain details are ranging from 1.7 to 1.8, which confirms the high the degree of skillful roughness in the whole complex. To fractal value of the whole temple complex from any view ARTICLE IN PRESS 4106 I. Md Rian et al. / Building and Environment 42 (2007) 4093–4107 Fig. 22. Box counting operation of the ceiling panel. Extreme left—ceiling panel; (a) grid size 24; (b) grid size 12; (c) grid size 6; and (d) grid size 3. Table 7 temples evidence the deep relationship between the fractal geometry and the deepest truth, which is being Step Grid size ðSÞ Marked boxes ðNÞ Log ðSÞ Log ðNÞ rediscovered in the contemporary architecture. Thus, the 1 24 264 1.380 2.422 ‘past’ present in the future and ‘future’ contained in the 2 8 1014 1.079 3.006 ‘past’ [16]. 3 4 3583 0.778 3.554 Although, in modern architecture some buildings such as 4 2 10685 0.477 4.029 Frank Lloyd Wright’s prairie houses and Antonio Gaudi’s buildings reflect the fractal characteristics with their gentle and organic complexity, but their key element of complex- 4.5 ity were shaded by the trend of ‘‘simple and brute forms’’ 4 of the modern architecture. However, temple architecture was not strongly influenced by the modern architecture and 3.5 continues its strong and strict guidelines of design by 3 reflecting traditional fractal properties. Perhaps, Lotus y = -1.7837x + 4.9089 temple (1986) in Delhi for the Baha’i communities is an 2.5 exception that sheds a new light of the possibility of using log (N) 2 the fractal geometry wrapped by modern form, of course 1.5 by achieving its religious, philosophical and functional requirements. After coining the term ‘fractal’ and setting 1 up some mathematical formulas, now it has a great 0.5 possibility to experiment about the refining of conventional temple-form or searching for new form of complexity 0 0.2 0.4 0.6 0.8 1 1.2 1.4 1.6 related with Hindu cosmology with the consideration of log (s) ritual guides. The decline of using the fractal geometry in modern Graph 7. Fractal dimension 1.78. architecture became soon eradicated by the strong affec- tion towards the chaos and complexity in contemporary point. Whereas the smooth curve in the log–log graph for architecture. For searching the new, complex, fractal and each part of the temple confirms the uniformity of details in chaotic forms in the contemporary architecture, on the one the temple structure from any point of view by naked eyes. hand, manual experiments of architectural elements with To sum up, Hindu temple is not the abode of God but the fractal geometry are extensively practiced. On the other the form of God and since it was strictly suggested to be the hand, by adopting the theories of folds, fractals, chaos, microcosm of cosmos, all Hindu temples have the common complexity and algorithms, ‘computer architecture’ has basic characteristics along with some unique features. been developed that translates the theories into the These unique features of Hindu temples, exhibited fractal architecture [13].22 Accordingly, the fractal geometry not properties and complex form, act as the signature of Hindu art and architecture. This paper has presented Kandariya 22 Mahadev temple at Khajuraho as the icon of Hindu For example, by using the drafting tools, fractal geometry has been applied manually for the plan of Zvi Hecker’s Galinski School of Berlin temples. (1995). In the plan Zvi Hecker manifested sunflower by arranging the Modern architecture lacks fractalness and complexity, classrooms as the repetition of bent triangular petals of various scales with and carries the ‘‘simple and brute forms.’’ But Jencks [24] their spiraling ‘celestial construction’, reflecting the dynamic beauty of believes that there has been a ‘paradigm shift’ in the Tornado and spiral rhythm. Besides, Lab Architects’ Federation Square at contemporary architecture. According to him ‘‘fractals, Melbourn (2002) is another example where ‘computer architecture’ produced the elegancy and complexity of fractal on the facade by using wave forms and the structure of the cosmos will be resonated the right-angled triangle as a single motif and the Pinwheel grid, thus with the new buildings’’ which indicates the replication of enhancing the beauty of complexity in the architecture, and harmonizing Hindu temples but in a different way. In this paper Hindu the building with the complex pattern of city fabric. ARTICLE IN PRESS I. Md Rian et al. / Building and Environment 42 (2007) 4093–4107 4107 only analyzes the old buildings and the existed urban [11] Volwahsen A. Living architecture: Indian. London: Macdonald; patterns and growth, but also helps to create a countless 1969. [12] Kumar N. The Hindu temple—where man becomes God. The unimaginable forms and patterns for finding new possibi- cultured traveler, 2005; vol. 7; December. lities of space as well as aesthetic in contemporary [13] Lorenz WE. Fractals and fractal architecture. Vienna, Vienna architecture. University of Technology; 2003. hhttp://www.iemar.tuwien.ac.at/ modul23/Fractalsi. Acknowledgment [14] Arnheim R. Art and visual perception. Los Angeles: University of California Press; 1954. [15] Mehta RJ. Masterpieces of Indian temples. Bombay: D.B. Tarapor- This work was supported by an Inha University research evala Sons; 1974. grant. [16] Elliot TS. Four quarters 1. Burnt Norton 1935. [17] Ostwald MJ and Moore RJ. Fractal architecture: a critical References evaluation of proposed architectural and scientific definitions. In Kan WT, editor. Architectural science, informatics and [1] Bovill C. Fractal geometry in architecture and design. Boston: design (shan-Ti: Chinese University in Hong Kong; 1996. Birkha¨user; 1996. p. 137–48. [2] March L. From sky-scraping to land-hugging. The Journal of the [18] Bangura AK. Review of African fractals: modern computing and National University of Singapore, special issue The City (10) indigenous Design. Nexus Network Journal 2000; 2(4). December, 1992. p. 12–9. [19] Salingaros NA. Ecology and the fractal mind in the new Architecture [3] Ostwald M. Fractal architecture: late 20th century connections KHANEH Quarterly 2003; 4, 5. between architecture and fractal geometry. Nexus Network Journal, [20] Frankhauser P. Comparing the morphology of urban patterns in Winter 2001; 3(1). Europe — a fractal approach. Europoean Cities — insights on [4] Batty M, Longley P. The fractal city. In: Mapelli EG, editor. AD, outskirts, Report COST Action 10 Urban Civil Engineering, vol 2, Urban environments. New York: Wiley-Academy; 2001. structures. 2004. p. 79–105. [5] Mandelbrot BB. The fractal geometry of nature. New York: W. H. [21] Stiny G, Gips J. Shape grammars and the generative specification of Freeman and Company; 1982. painting and sculpture. IFIP Congress. Amsterdam: North Holland; [6] Thomas D. Architecture and the urban environment: a vision for the 2nd ed. 1972. new age, 1st ed. Architectural Press; June 2002. [22] Mehta RJ. Masterpieces of Indian sculpture. Stosius Inc/Advent [7] Jencks C. The architecture of the jumping universe. New York: Books Division; June 1979. Wiley; 1997. [23] Kalfazade N. Diagrammataic potency of the ‘‘Nine Square [8] Jackson WJ. Heaven’s fractal net: retrieving lost visions in the Grid’’ in architectural design. Masters thesis. The Graduate humanities. Indiana University Press; 2004. School of Natural and Applied Sciences, Middle East University, [9] Steirlin H. Architecture of the world: India. Compagnie du Livre d’ June 2004. Art, S.A.; 1996. [24] Jencks C. The new paradigm in architecture, (seventh edition of The [10] Michell G. The Hindu temple: an introduction to its meaning and Language of Post-Modern Architecture). London, New Haven: Yale forms. Chicago: University of Chicago Press; 1988. University Press; 2002.

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What role does fractal geometry play in Hindu temple architecture?add

Fractal geometry serves as a crucial medium that embodies Hindu cosmology within temple structures, manifesting divine order through designs like the vastu purusha mandala, comprising 1 to 100 square grids.

How was the box counting method applied in analyzing the temple?add

The box counting method revealed that the fractal dimensions of Kandariya Mahadev temple range from 1.55 to 1.87, indicating a high degree of roughness and visual detail in its design.

What is the significance of the shikhara in the temple's design?add

The shikhara, resembling mountains, symbolizes spiritual ascent and unity with the cosmos, employing a fractal arrangement that enhances visual complexity and thematic correlation with Hindu beliefs.

How does the fractal dimension relate to the temple's structural details?add

The temple's fractal dimension, which was quantified as high as 1.87, illustrates the intricate detailing that represents cosmic principles, integrating a thematic narrative within its architecture.

What cosmic concepts are embodied in the vastu purusha mandala?add

The vastu purusha mandala represents the cosmic order and energies, with its central square symbolizing the source of creation, iteratively depicting universes, as articulated in ancient Hindu texts.

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Xi'an Jiaotong-Liverpool University, Faculty Member
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