Assessing Climatic Vulnerability for Yellow-eyed Pigeon (Columba eversmanni) in India's Arid Region
DOI:
https://doi.org/10.30456/avo.28996Keywords:
Conservation, Habitat, Arid zone, Pigeon, Climate Change, Climatic Suitability, Columba eversmanniAbstract
Columba eversmanni, commonly known as the Yellow-eyed Pigeon, is a species with a limit-ed geographical distribution. It breeds in Central Asia and it moves toward South Asia during winters. The species faces significant threats from human activities and climate change. In this study, we used the MaxEnt model to assess the current and potential future distri-bution of the species based on climatic variables across its non-breeding range in the arid region of Rajasthan, India. We modelled the current climatic niche and predicted future cli-matic suitability for the year 2100 under four greenhouse gas emission scenarios (SSP 126, 245, 370, 585). The MaxEnt model showed good prediction accuracy, with an AUC value of 0.959±0.003. Under current climatic conditions, suitable habitat for the Yellow-eyed Pigeon covers approximately 16,275 km² within the arid regions with highly suitable area account-ing for 2,462 km² (1.36%) and moderately suitable area accounting for 13,812 km² (7.63%) of the total arid region (181,079 km²). Under SSP126 scenario, both highly and moderately suitable areas is predicted to increase by 31.79% and 10.33%, respectively. In contrast, un-der the most severe climatic scenario (SSP585), highly suitable habitat is projected to be decrease by 31.62%, while moderately suitable habitat is expected to increase by 36.06% in. Mean Temperature of the Wettest Quarter (Bio8) was the most influential predictor, contributing 45.3% to the model. This result suggests that warmer conditions during the wettest quarter, likely associated with favorable monsoon conditions, may enhance food availability and improve foraging conditions, thereby supporting higher winter occupancy of the Yellow-eyed Pigeon in its non-breeding habitats.
Downloads
References
Agudelo-Vera C.M., Mels A.R., Keesman K.J. & Rijnaarts H.H. 2011: Resource management as a key factor for sustainable urban planning. J. Env. Manag. 92(10), 2295-2303.
Amindin A., Pourghasemi H.R., Safaeian R., Rahmanian S., Tiefenbacher J.P. & Naimi, B. 2024: Predicting current and future habitat suitability of an endemic species using data-fusion approach: responses to climate change. Rang. Eco. Manag. 94, 149-162.
Ayé R. & Schweizer M. 2012: Field Guide to Birds of Central Asia. Bloomsbury Publishing.
Baptista L.F., Trail P.W., Horblit H.M., de Juana E., Boesman P.F.D. & Garcia E. 2020: Yellow-eyed Pigeon (Columba eversmanni), v. 1.0. In: del Hoyo J., Elliott A., Sargatal J., Christie D.A. & de Juana E. (eds) Birds of the world. Cornell Lab of Ornithology, Ithaca, NY, USA. doi:10.2173/bow.pabpig1.01
Berdikulov B.T., Frolov I.G., Gavrilov A.E., Tashimova A. E. & Zaripova S. K., 2023: Trends in counts of Columbiformes at Shakpak Pass, Kazakhstan. Biodiversitas: J. Bio. Div. 24(9).
Berdikulov B.T., Gavrilov A. E., Ilina V. O., Song G. & Lei F. M. 2024: Autumn Migration of the Rare Yellow-Eyed Pigeon Columba eversmanni from Western Tian Shan (Tanyrtau), Kazakhstan. Ardea. 112(1), 21-30.
Berkes F. 2007: Community-based conservation in a globalized world. Pro. Nat. Aca. Sci. 104(39), 15188-15193.
BirdLife International. 2025: Species factsheet: Yellow-eyed Pigeon Columba eversmanni. Downloaded from https://datazone.birdlife.org/species/factsheet/yellow-eyed-pigeon-columba-eversmanni on 20/01/2025.
Bladon A.J., Donald P. F., Collar N. J., Denge J., Dadacha G., Wondafrash M. & Green, R. E. 2021: Climatic change and extinction risk of two globally threatened Ethiopian endemic bird species. Plo. One. 16(5), e0249633.
Bonannella C., Hengl T., Parente L. & de Bruin S., 2023: Biomes of the world under climate change scenarios: increasing aridity and higher temperatures lead to significant shifts in natural vegetation. PeerJ. 11, e15593.
Crick H. Q. 2004: The impact of climate change on birds. Ibis. 146, 48-56.
Dunn P. O., Winkler D. W., Møller A. P., Fiedler W. & Berthold P. 2010: Effects of climate change on timing of breeding and reproductive success in birds. Effects of climate change on birds. Oxford University Press.
eBird. 2025: eBird Basic Dataset. Cornell Lab of Ornithology, Ithaca, New York. Accessed on 12 Jan 2025.
Elsen P.R., Saxon E.C., Simmons B.A., Ward M., Williams B.A., Grantham, H.S. et al. 2022: Accelerated shifts in terrestrial life zones under rapid climate change. Global Change Biol. 28, 918–935. https://doi.org/10.1111/gcb.15962.
Engler J. O., Stiels D., Schidelko K., Strubbe D., Quillfeldt P. & Brambilla M. 2017: Avian SDMs: current state, challenges, and opportunities. J. Avi. Bio. 48(12), 1483-1504.
Fick S.E. & Hijmans R.J. 2017: WorldClim 2: new 1-km spatial resolution climate surfaces for global land areas. Int. J. Climatol. 37, 4302–4315. https://doi.org/ 10.1002/joc.508
Fielding A.H. & Bell J.F., 1997: A review of methods for the assessment of prediction errors in conservation presence/absence models. Environ. Conserv. 24, 38–49. https://doi.org/10.1017/S0376892997000088.
Gavrilov E.I., Gistzov A.P. 1985: Seasonal migration of birds at foothills of Western Tien Shan AlmaAta. Nauka, Kazakh SSR 62: 144. doi:10.1002/mmnz.4840620313
GBIF. 2025: GBIF Occurrence Download https://doi.org/10.15468/dl.habc5g accessed of 15 January 2025
Gibbs D., Barnes E. & Cox J., 2001: Pigeons and Doves: A Guide to the Pigeons and Doves of the World. Pica Press, Mountfield, U.K. pp. 184-185.
Gillings S., Balmer D. E. & Fuller R. J., 2015: Directionality of recent bird distribution shifts and climate change in Great Britain. Global Change Bio. 21(6), 2155-2168.
Grimmett R. & Inskipp T. 2018: Field Guide to the Birds of Northern India. Bloomsbury Publishing.
Guisan A. & Thuiller W. 2005: Predicting species distribution: offering more than simple habitat models. Eco. Let., 8(9), 993-1009.
Ichimura M. 2003: Urbanization, urban environment and land use: challenges and opportunities. In Asia-Pacific Forum for Environment and Development, Expert Meeting (Vol. 23, pp. 1-14).
Jenouvrier S. 2013: Impacts of climate change on avian populations. Global Change Bio. 19(7), 2036-2057.
Johnson E. A. & Klemens M.W. 2005: The impacts of sprawl on biodiversity. In Nature in fragments: The legacy of sprawl (pp. 18-54). Columbia University Press.
Karra K., Kontgis C., Statman-Weil Z., Mazzariello J. C., Mathis M. & Brumby S. P. 2021: Global land use / land cover with Sentinel 2 and deep learning. IEEE InternationalGeoscience and Remote Sensing Symposium (IGARSS), Brussels, Belgium, 2021, pp.4704-4707. https://doi.org/10.1109/IGARSS47720.2021.9553499
Ma L., Conradie S.R., Crawford C.L., Gardner A.S., Kearney M.R., Maclean I.M. et al. 2023: Global patterns of climate change impacts on desert bird communities. Nat. Commun. 14, 211. https://doi.org/10.1038/s41467-023-35814-8
Maitima J.M., Mugatha S.M., Reid R.S., Gachimbi L.N., Majule A., Lyaruu H. et al. 2009: The linkages between land use change, land degradation and biodiversity across East Africa. Afr. J. Env. Sci. Tech. 3(10).
Mishra V., Solanki H. & Nemani R. 2025: Greening of the Thar Desert driven by climate change and human interventions. Cell Reports Sustainability.
Morinha F., Bastos R., Carvalho D., Travassos P., Santos M., Blanco G., Bastos E., Cabral J. A. 2017: A spatially-explicit dynamic modelling framework to assess habitat suitability for endangered species: the case of Red-billed Chough under land use change scenarios in Portugal. Bio. Conserv. 210, 96-106.
Phillips S.J. & Dudík M. 2008: Modeling of species distributions with Maxent: new extensions and a comprehensive evaluation. Ecography. 31(2), 161-175.
Phillips S.J., Anderson R.P. & Schapire R.E. 2006: Maximum entropy modeling of species geographic distributions. Ecol. Model. 190, 231–259. https://doi.org/ 10.1016/j.ecolmodel.2005.0
Pigot A. L., Owens I. P. & Orme C.D.L. 2010: The environmental limits to geographic range expansion in birds. Eco. Lett. 13(6), 705-715.
QGIS. 2024: Quantum Geographic Information System. QGIS Association. http://www.qgis.org
Rabb G. B. & Sullivan, T. A. 1995: Coordinating conservation: global networking for species survival. Bio. Conserv. 4, 536-543.
Rafiq H., Nazir F. & Khan F. M. 2020: Molecular taxonomy and phylogenetic analysis of dove and pigeon species (Aves: Columbidae) of Pakistan, based on COI Region of Mitochondrial DNA. J. Biores. Manag. 7(3), 3.
Reside A.E., Butt N. & Adams V.M. 2018: Adapting systematic conservation planning for climate change. Bio. Conserv. 27(1), 1-29.
Rinawati F., Stein K. & Lindner A. 2013: Climate change impacts on biodiversity—the setting of a lingering global crisis. Divers. 5(1), 114-123.
Roy M. M. & Roy S. 2019: Biodiversity in Thar desert and its role in sustainable agriculture. Flo. Fau. 25, 103-120.
Rummukainen M. 2012: Changes in climate and weather extremes in the 21st century. Wiley Interdisciplinary Reviews: Climate Change, 3(2), 115-129.
Scarlett L. & McKinney M. 2016: Connecting people and places: the emerging role of network governance in large landscape conservation. Front. Eco. Env. 14(3), 116-125.
Scholes R.J. 2016: Climate change and ecosystem services. Wiley Interdisciplinary Reviews: Climate Change, 7(4), 537-550.
Sharma B.K., Kulshreshtha S. & Rahmani A. R. 2013: Faunal Heritage of Rajasthan, India. Springer.
Sharma M.K. 2023: Fundamentals of Arid Zone Ecology. Academic Guru Publishing House.
Singh G. & Sharma S. 2025: Desert Ecology and Functional Aspects of Desert Ecosystems. In Textbook of Forest Science (pp. 227-251). Singapore: Springer Nature Singapore.
Singh P., Solanki J., Chander Acharya P. & Mangal H. 2023: Status and Population of Yellow-eyed Pigeon Columba eversmanni in Jorbeer Conservation Reserve of Bikaner, Rajasthan, India. J Bom. Nat. His. Soc. 120. https://doi.org/10.17087/jbnhs/2023/v120/158474
Sintayehu D.W. 2018: Impact of climate change on biodiversity and associated key ecosystem services in Africa: a systematic review. Ecosys. Heal. Sust. 4(9), 225-239.
Srivastava V., Lafond V. & Griess V.C. 2019: Species distribution models (SDM): applications, benefits and challenges in invasive species management. CABI Reviews, 1-13.
Sumasgutner P., Cunningham S.J., Hegemann A., Amar A., Watson H., Nilsson J.F. et al. 2023: Interactive effects of rising temperatures and urbanisation on birds across different climate zones: a mechanistic perspective. Global Change Biol. 29, 2399–2420. https://doi.org/10.1111/gcb.16645
Talpur A.R. 2023L Ecological Exploitation in the Thar Desert: A Theoretical Analysis of the Thar Coal Project. Annals of Human and Social Sciences, 4(3), 405-415.
Tewari V.P. & Arya R. 2004: Degradation of arid rangelands in Thar Desert, India: A review. Arid Land Research and Management, 19(1), 1-12.
Varghese K.A. 2023: An Overview of World Deserts with Special Reference to Thar Desert. Natural Resource Management in the Thar Desert Region of Rajasthan, 1-24.
Walker J.S. 2007: Geographical patterns of threat among pigeons and doves (Columbidae). Oryx, 41(3), 289-299.
Wiens J.J. & Zelinka J. 2024: How many species will Earth lose to climate change?. Global Change Bio. 30(1), e17125.
Yang X.S. & He X. 2013: Bat algorithm: literature review and applications. Int. J. BioInspired Comput. 5, 141–149. https://doi.org/10.1504/IJBIC.2013.055093
Zhang Y., Tariq A., Hughes A.C., Hong D., Wei F., Sun H. & Ma K. 2023: Challenges and solutions to biodiversity conservation in arid lands. Sci. Tot. Env. 857, 159695.
Downloads
Published
Issue
Section
License
Copyright (c) 2026 Rounak Choudhary

This work is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.
How to Cite
Accepted 2026-08-10
Published 2026-09-28



