Abstract
A modern approach to understanding biodiversity variation is to deconstruct beta diversity patterns into the local contribution to beta diversity (LCBD–uniqueness in species composition of a site) and species contribution to beta diversity (SCBD–influence of a species in the beta diversity within the region) which is a good approach to improving knowledge of the beta diversity. We carried out this work to understand the pattern and relationship of LCBD, SCBD and the rarity of the spider community in the riparian habitat of the Ganga River. We calculated the correlation between LCBD and species richness of both all the species and rare species. We used the first order and second order terms to find the relationship between SCBD and the number of sites occupied by species and to find the relationship between SCBD and the index of rarity for all the species and three ecological guilds of spiders. We found that the LCBD of the spider community had a significant relationship with total species richness but not with rare species richness. Spider species with intermediate occurrence across the study sites contributed more to SCBD values than species with high and low occurrence. We found that the index of rarity of spider species had a significant relationship with SCBD values. The non-parametric permutational multivariate analysis of variance (PERMANOVA) tests revealed no significant differences in the distribution of different ecological guilds of spiders between the study sites. The integrated LCBD and SCBD approach can be used to carry out effective conservation and restoration programmes that preserve the structural, functional, and ecological diversity of spiders, as well as other biological communities in riparian ecosystems.
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The datasets generated during and analyzed during the current study are available from the corresponding author on reasonable request.
References
Abellán, P., Sánchez-Fernández, D., Velasco, J., & Millán, A. (2005). Assessing conservation priorities for insects: Status of water beetles in southeast Spain. Biological Conservation, 121, 79–90. https://doi.org/10.1016/j.biocon.2004.04.011
Alahuhta, J., Kosten, S., Akasaka, M., Auderset, D., Azzella, M. M., Bolpagni, R., Bove, C. P., Chambers, P. A., Chappuis, E., Clayton, J., de Winton, M., Ecke, F., Gacia, E., Gecheva, G., Grillas, P., Hauxwell, J., Hellsten, S., Hjort, J., Hoyer, M. V., … Heino, J. (2017). Global variation in the beta diversity of lake macrophytes is driven by environmental heterogeneity rather than latitude. Journal of Biogeography, 44, 1758–1769. https://doi.org/10.1111/jbi.12978
Ali, Z. S., & JohnsonHussainTalukdar, J. A. S. A. G. (2019). Study area and sampling strategy. In S. A. Hussain, R. Badola, & J. A. Johnson (Eds.), Biodiversity profile of the Ganga River (pp. 24–257). Elseiver.
Anderson, M. J. (2001). A new method for non-parametric multivariate analysis of variance. Austral Ecology, 26, 32–46. https://doi.org/10.1111/j.1442-9993.2001.01070.pp.x
Baselga, A. (2009). Partitioning the turnover and nestedness components of beta diversity. Global Ecology and Biogeography, 19, 134–143. https://doi.org/10.1111/j.1466-8238.2009.00490.x
Bellone, D., Björkman, C., & Klapwijk, M. J. (2020). Top-down pressure by generalist and specialist natural enemies in relation to habitat heterogeneity and resource availability. Basic and Applied Ecology, 43, 16–26. https://doi.org/10.1016/j.baae.2019.10.005
Brasil, L. S., Vieira, T. B., Andrade, A. F. A., Bastos, R. C., de Montag, L. F., & Juen, A. (2020). The importance of common and the irrelevance of rare species for partition the variation of community matrix: implications for sampling and conservation. Scientific Report. https://doi.org/10.1038/s41598-020-76833-5
Brito, M. T., Heino, J., Pozzobom, U. M., & Landeiro, V. L. (2020). Ecological uniqueness and species richness of zooplankton in subtropical floodplain lakes. Aquatic Science. https://doi.org/10.1007/s00027-020-0715-3
Broennimann, O., Vittoz, P., Moser, D., & Guisan, A. (2005). Rarity types among plant species with high conservation priority in Switzerland. Botanica Helvetica, 115, 95–108. https://doi.org/10.1007/s00035-005-0713-z
Cao, Y., & Natuhara, Y. (2020). Effect of anthropogenic disturbance on floristic homogenization in the floodplain landscape: insights from the taxonomic and functional perspectives. Forests, 11, 1036. https://doi.org/10.3390/f11101036
Cardoso, P., Pekár, S., Jocqué, R., & Coddington, J. A. (2011). Global patterns of guild composition and functional diversity of spiders. PLoS ONE, 6, e21710. https://doi.org/10.1371/journal.pone.0021710
Churchill, T. B., & Arthur, J. M. (1999). Measuring spider richness: Effects of different sampling methods and spatial and temporal scales. Journal of Insect Conservation, 3, 287–295. https://doi.org/10.1023/A:1009638706789
Coddington, J. A., Young, L. H., & Coyle, F. A. (1996). Estimating spider species richness in a southern Appalachian cove hardwood forest. Journal of Arachnology, 24, 111–128.
Collen, B., Whitton, F., Dyer, E. E., Baillie, J. E. M., Cumberlidge, N., Darwall, W. R. T., Pollock, C., Richman, N. I., Soulsby, A., & Böhm, M. (2014). Global patterns of freshwater species diversity, threat and endemism. Global Ecology and Biogeography, 23, 40–51. https://doi.org/10.1111/geb.12096
da Silva, P. G., Hernández, M. I. M., & Heino, J. (2018). Disentangling the correlates of species and site contributions to beta diversity in dung beetle assemblages. Diversity and Distributions, 24, 1674–1686. https://doi.org/10.1111/ddi.12785
De, K., Siliwal, M., Uniyal, V. P., & Hussain, S. A. (2021). Spiders as bio-indicators of habitat disturbance in the riparian zone of the Ganga river: A preliminary study. Tropical Ecology, 63, 209–215. https://doi.org/10.1007/s42965-021-00192-z
Dey, S., Choudhary, S. K., Dey, S., Deshpande, K., & Kelkar, N. (2019). Identifying potential causes of fish declines through local ecological knowledge of fishers in the Ganga River, eastern Bihar, India. Fisheries Management and Ecology, 27, 140–154. https://doi.org/10.1111/fme.12390
Dimitrov, D., & Hormiga, G. (2020). Spider diversification through space and time. Annual Review of Entomology, 66, 225–241. https://doi.org/10.1146/annurev-ento-061520-083414
Dobson, F. S., & Yu, J. (1993). Rarity in neotropical forest mammals revisited. Conservation Biology, 7, 586–591. https://doi.org/10.1046/j.1523-1739.1993.07030586.x
Dray S, Bauman D, Blanchet G, Borcard D, Clappe S, Guenard G, Jombart T, Larocque G, Legendre P, Madi N, Wagner HH (2020). Adespatial: Multivariate Multiscale Spatial Analysis. R package version 0.3–8.
Duarte C, Farago TLB, dos Anjos CS, dos Santos NR, do Nascimento LM, Cella-Ribeiro A, de Deus CP (2022). Spatial and seasonal variation of benthic fish assemblages in whitewater rivers of Central Amazon. Biota Neotrop. 22. doi: https://doi.org/10.1590/1676-0611-BN-2021-1312
Dubois, R., Proulx, R., & Pellerin, S. (2020). Ecological uniqueness of plant communities as a conservation criterion in lake-edge wetlands. Biological Conservation, 243, 108491. https://doi.org/10.1016/j.biocon.2020.108491
Dudgeon, D., Arthington, A. H., Gessner, M. O., Kawabata, Z.-I., Knowler, D. J., Lévêque, C., Naiman, R. J., Prieur-Richard, A.-H., Soto, D., Stiassny, M. L. J., & Sullivan, C. A. (2005). Freshwater biodiversity: Importance, threats, status and conservation challenges. Biological Reviews, 81, 163. https://doi.org/10.1017/S1464793105006950
Fattorini, S. (2007). A multidimensional characterization of rarity applied to the Aegean tenebrionid beetles (Coleoptera Tenebrionidae). In T. R. New (Ed.), Insect Conservation and Islands. Springer.
Fattorini, S. (2010). Use of insect rarity for biotope prioritisation: The tenebrionid beetles of the Central Apennines (Italy). Journal of Insect Conservation, 14, 367–378. https://doi.org/10.1007/s10841-010-9266-6
Fernández-Aláez, M., García-Criado, F., García-Girón, J., Santiago, F., & Fernández-Aláez, C. (2020). Environmental heterogeneity drives macrophyte beta diversity patterns in permanent and temporary ponds in an agricultural landscape. Aquatic Sciences, 82, 1–12. https://doi.org/10.1007/s00027-020-0694-4
Flather, C. H., & Sieg, C. H. (2007). Species rarity: Definition, causes and classification. In M. G. Raphael & R. Molina (Eds.), Conservation of rare or little-known species: Biological, social, and economic considerations (pp. 40–66). Island Press.
Gaston, K. J., Borges, P. A. V., He, F., & Gaspar, C. (2006). Abundance, spatial variance and occupancy: Arthropod species distribution in the Azores. J Anim Ecology, 75, 646–656. https://doi.org/10.1111/j.1365-2656.2006.01085.x
Gorczynski, D., Hsieh, C., Luciano, J. T., Ahumada, J., Espinosa, S., Johnson, S., Rovero, F., Santos, F., Andrianarisoa, M. H., Astaiza, J. H., Jansen, P. A., Kayijamahe, C., Moreira Lima, M. G., Salvador, J., & Beaudrot, L. (2021). Tropical mammal functional diversity increases with productivity but decreases with anthropogenic disturbance. Proceedings of the Royal Society B, 288, 20202098. https://doi.org/10.1098/rspb.2020.2098
Heino, J., & Grönroos, M. (2016). Exploring species and site contributions to beta diversity in stream insect assemblages. Oecologia, 183, 151–160. https://doi.org/10.1007/s00442-016-3754-7
Isaac, J. L., Vanderwal, J., Johnson, C. N., & Williams, S. E. (2009). Resistance and resilience: Quantifying relative extinction risk in a diverse assemblage of Australian tropical rainforest vertebrates. Diversity and Distributions, 15, 280–288. https://doi.org/10.1111/j.1472-4642.2008.00531.x
Jain, C. K., & Singh, S. (2020). Impact of climate change on the hydrological dynamics of River Ganga, India. Journal of Water and Climate Change, 11, 274–290. https://doi.org/10.2166/wcc.2018.029
Jamoneau, A., Passy, S. I., Soininen, J., Leboucher, T., & Tison-Rosebery, J. (2017). Beta diversity of diatom species and ecological guilds: Response to environmental and spatial mechanisms along the stream watercourse. Freshwater Biology, 63, 62–73. https://doi.org/10.1111/fwb.12980
Kamboj N, Kamboj V (2019) Riverbed mining as a threat to in-stream agricultural floodplain and biodiversity of Ganges River, India. In: Kumar V, Kumar R, Singh RJ, Kumar P (eds) Contaminants in Agriculture and Environment: Health Risks and Remediation, Volume 1, Agro Environ Media, Haridwar, pp 250–263
Karimzadeh, R., & Sciarretta, A. (2022). Spatial patchiness and association of pests and natural enemies in agro-ecosystems and their application in precision pest management: A review. Precision Agriculture, 23, 1836–1855. https://doi.org/10.1007/s11119-022-09902-6
Kattan, G. H. (1992). Rarity and vulnerability: the birds of the cordillera central of Colombia. Conservation Biology, 6, 64–70. https://doi.org/10.1046/j.1523-1739.1992.610064.x
Kong, H., Chevalier, M., Laffaille, P., & Lek, S. (2017). Spatio-temporal variation of fish taxonomic composition in a South-East Asian flood-pulse system. PLoS ONE, 12, e0174582. https://doi.org/10.1371/journal.pone.0174582
Korňan, M., & Kropil, R. (2014). What are ecological guilds? Dilemma of guild concepts. Russian Journal of Ecology, 45, 445–447. https://doi.org/10.1134/S1067413614050178
Landeiro, V. L., Franz, B., Heino, J., Siqueira, T., & Bini, L. M. (2018). Species-poor and low-lying sites are more ecologically unique in a hyperdiverse Amazon region: Evidence from multiple taxonomic groups. Diversity and Distributions, 24, 966–977. https://doi.org/10.1111/ddi.12734
Legendre, P. (2014). Interpreting the replacement and richness difference components of beta diversity. Global Ecology and Biogeography, 23, 1324–1334. https://doi.org/10.1111/geb.12207
Legendre, P., & De Cáceres, M. (2013). Beta diversity as the variance of community data: Dissimilarity coefficients and partitioning. Ecology Letters, 16, 951–963. https://doi.org/10.1111/ele.12141
Leroy B. (2016). Rarity: Calculation of Rarity Indices for Species and Assemblages of Species. R package version 1.3–6.
Leroy, B., Canard, A., & Ysnel, F. (2013). Integrating multiple scales in rarity assessments of invertebrate taxa. Diversity Distrib., 19, 794–803. https://doi.org/10.1111/ddi.12040
Mader, V., Birkhofer, K., Fiedler, D., Thorn, S., Wolters, V., & Diehl, E. (2016). Land use at different spatial scales alters the functional role of web-building spiders in arthropod food webs. Agriculture, Ecosystems & Environment, 219, 152–162. https://doi.org/10.1016/j.agee.2015.12.017
Manne, L. L., & Pimm, S. L. (2001). Beyond eight forms of rarity: Which species are threatened and which will be next? Animal Conservation, 4, 221–229. https://doi.org/10.1017/s1367943001001263
McKinney, M. L., & Lockwood, J. L. (1999). Biotic homogenization: A few winners replacing many losers in the next mass extinction. Trends in Ecology & Evolution, 14, 450–453. https://doi.org/10.1016/S0169-5347(99)01679-1
Mimouni, E.-A., Pinel-Alloul, B., & Beisner, B. E. (2015). Assessing aquatic biodiversity of zooplankton communities in an urban landscape. Urban Ecosyst, 18, 1353–1372. https://doi.org/10.1007/s11252-015-0457-5
Morel, L., Dujol, B., Courtial, C., Vasseur, M., Leroy, B., & Ysnel, F. (2019). Spontaneous recovery of functional diversity and rarity of ground-living spiders shed light on the conservation importance of recent woodlands. Biodiversity and Conservation, 28, 687–709. https://doi.org/10.1007/s10531-018-01687-3
Oksanen J, Guillaume Blanchet F, Friendly M, Kindt R, Legendre P, McGlinn D, Minchin PR, O'Hara RB, Simpson GL, Solymos P, Stevens MHH, Szoecs H, Wagner H. (2019). Vegan: community ecology package. R package version 2.5–6
Patterson, B. D., & Atmar, W. (1986). Nested subsets and the structure of insular mammalian faunas and archipelagos. Biological Journal of the Linnean Society, 28, 65–82. https://doi.org/10.1111/j.1095-8312.1986.tb01749.x
Paudel, S., & Koprowski, J. L. (2020). Factors affecting the persistence of endangered Ganges River dolphins (Platanista gangetica gangetica). Ecology and Evolution, 10, 3138–3148. https://doi.org/10.1002/ece3.6102
Pearce, J. L., & Venier, L. A. (2006). The use of ground beetles (Coleoptera: Carabidae) and spiders (Araneae) as bioindicators of sustainable forest management: A review. Ecological Indicators, 6, 780–793. https://doi.org/10.1016/j.ecolind.2005.03.005
Pozzobom, U. M., Heino, J., da Brito, M. T., & S, Landeiro VL,. (2020). Untangling the determinants of macrophyte beta diversity in tropical floodplain lakes: Insights from ecological uniqueness and species contributions. Aquatic Sciences, 82, 1–11. https://doi.org/10.1007/s00027-020-00730-2
Qiao, X., Li, Q., Jiang, Q., Lu, J., Franklin, S., Tang, Z., Wang, Q., Zhang, J., Lu, Z., Bao, D., Guo, Y., Liu, H., Xu, Y., & Jiang, M. (2015). Beta diversity determinants in Badagongshan, a subtropical forest in central China. Science and Reports, 5, 1–9. https://doi.org/10.1038/srep17043
R Core Team. (2020). R: A language and environment for statistical computing. R Foundation for Statistical Computing.
Rabinowitz, D. (1981). Seven forms of rarity. In H. Synge (Ed.), The Biological Aspects of Rare Plant Conservation (Vol. 1, pp. 205–217). Wiley.
Santy, S., Mujumdar, P., & Bala, G. (2020). Potential impacts of climate and land use change on the water quality of Ganga river around the industrialized Kanpur Region. Science and Reports, 10, 9107. https://doi.org/10.1038/s41598-020-66171-x
Szabó, B., Lengyel, E., Padisák, J., Stenger-Kovács, C. (2018). Benthic diatom metacommunity across small freshwater lakes: driving mechanisms, β-diversity and ecological uniqueness. Hydrobiologia, 828, 183–198. https://doi.org/10.1007/s10750-018-3811-9
Schwerdt, L., Elena de Villalobos, A., & Miles, F. P. (2018). Spiders as potential bioindicators of mountain grasslands health: The Argentine tarantula Grammostola vachoni (Araneae, Theraphosidae). Wildlife Research, 45, 64. https://doi.org/10.1071/wr17071
Siddiqui, E., & Pandey, J. (2019). Assessment of heavy metal pollution in water and surface sediment and evaluation of ecological risks associated with sediment contamination in the Ganga River: A basin-scale study. Environmental Science and Pollution Research, 26, 10926–10940. https://doi.org/10.1007/s11356-019-04495-6
Singh, R., & Singh, G. S. (2019). Climate change impacts on the Ganga river ecosystem services: challenges for the well-being of millions. Clim. Chang. and Environ. Sustain., 7, 108. https://doi.org/10.5958/2320-642x.2019.00014.0
Socolar, J. B., Gilroy, J. J., Kunin, W. E., & Edwards, D. P. (2016). How should beta-diversity inform biodiversity conservation? Trends in Ecology & Evolution, 31, 67–80. https://doi.org/10.1016/j.tree.2015.11.005
Strayer, D. L., & Dudgeon, D. (2010). Freshwater biodiversity conservation: Recent progress and future challenges. Journal of the North American Benthological Society, 29, 344–358. https://doi.org/10.1899/08-171.1
Verma, K., Pandey, J., & Siddiqui, E. (2020). Heavy metal pollution in the Ganga river enhances carbon storage relative to flux. Bulletin of Environment Contamination and Toxicology, 104, 41–48. https://doi.org/10.1007/s00128-019-02761-4
Vilmi, A., Karjalainen, S. M., & Heino, J. (2017). Ecological uniqueness of stream and lake diatom communities shows different macroecological patterns. Diversity and Distributions, 23, 1042–1053. https://doi.org/10.1111/ddi.12594
Vörösmarty, C. J., McIntyre, P. B., Gessner, M. O., Dudgeon, D., Prusevich, A., Green, P., Glidden, S., Bunn, S. E., Sullivan, C. A., Liermann, C. R., & Davies, P. M. (2010). Global threats to human water security and river biodiversity. Nature, 467, 555–561. https://doi.org/10.1038/nature09440
Whittaker, R. H. (1960). Vegetation of the Siskiyou Mountains, Oregon and California. Ecological Monographs, 30, 279–338. https://doi.org/10.2307/1943563
Wiersma, Y. F., & Urban, D. L. (2005). Beta diversity and nature reserve system design in the Yukon, Canada. Conservation Biology, 19, 1262–1272. https://doi.org/10.1111/j.1523-1739.2005.00099.x
Acknowledgements
This study was carried out under the projects “Biodiversity conservation and Ganga rejuvenation” and “Planning and Management for Aquatic Species Conservation and Maintenance of Ecosystem Services in the Ganga River Basin” funded by the National Mission for Clean Ganga (NMCG), Ministry of Jal Shakti, Government of India. We express our gratitude to Shri G. Asok Kumar, Director General (DG), NMCG, Mr. Rajiv Ranjan Mishra and Mr. Upendra Prasad Singh, Former DGs, and their team for extending funding support. We would like to thank the Chief Wildlife Warden of the Government of Uttar Pradesh, Bihar, Jharkhand and West Bengal for providing and facilitating timely research permits to conduct the study. We acknowledge the help and support provided by the Director and Dean at the Wildlife Institute of India in carrying out this study.
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National Mission for Clean Ganga (NMCG), Ministry of Jal Shakti, Government of India (Grant No. B-02/2015-16/1259/NMCG-WII PROPOSAL and B-03/2015-16/1077/NMCG-NEW PROPASAL).
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KD: conceptualization, data curation, formal analysis, methodology, software, validation, visualization, writing—original draft; APS: data curation; AS: data curation; KS: data curation; MS: supervision, validation, writing – review and editing; VPU: project administration, resources, supervision, validation, writing – review and editing; SAH: funding acquisition, project administration, resources, supervision, validation, writing – review and editing. All authors read and approved the final manuscript.
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De, K., Singh, A.P., Sarkar, A. et al. Local and species contribution to the beta diversity and rarity of riparian spider community of the Ganga River, India. COMMUNITY ECOLOGY 24, 189–199 (2023). https://doi.org/10.1007/s42974-023-00141-x
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DOI: https://doi.org/10.1007/s42974-023-00141-x