Araújo, M. B. & Pearson, R. G. Equilibrium of species’ distributions with climate. Ecography 28, 693–695 (2005).
Guisan, A. & Thuiller, W. Predicting species distribution: offering more than simple habitat models. Ecology letters 8, 993–1009 (2005).
Hutchinson, G. E. Homage to Santa Rosalia or why are there so many kinds of animals? The American Naturalist 93, 145–159 (1959).
Chaudhary, P. & Bawa, K. S. Local perceptions of climate change validated by scientific evidence in the Himalayas. Biology Letters, rsbl20110269 (2011).
Solomon, S. Climate change 2007-the physical science basis: Working group I contribution to the fourth assessment report of the IPCC. Vol. 4 (Cambridge University Press, 2007).
Shrestha, A. B., Wake, C. P., Dibb, J. E. & Mayewski, P. A. Precipitation fluctuations in the Nepal Himalaya and its vicinity and relationship with some large scale climatological parameters. International Journal of Climatology 20, 317–327 (2000).
Xu, J. et al. The melting Himalayas: cascading effects of climate change on water, biodiversity, and livelihoods. Conservation Biology 23, 520–530 (2009).
Salick, J., Ghimire, S. K., Fang, Z., Dema, S. & Konchar, K. M. Himalayan alpine vegetation, climate change and mitigation. Journal of Ethnobiology 34, 276–293 (2014).
Aryal, A., Brunton, D. & Raubenheimer, D. Impact of climate change on human-wildlife-ecosystem interactions in the Trans-Himalaya region of Nepal. Theoretical and applied climatology 115, 517–529 (2014).
Harsch, M. A., Hulme, P. E., McGlone, M. S. & Duncan, R. P. Are treelines advancing? A global meta‐analysis of treeline response to climate warming. Ecology letters 12, 1040–1049 (2009).
Parmesan, C. Ecological and evolutionary responses to recent climate change. Annu. Rev. Ecol. Evol. Syst. 37, 637–669 (2006).
Brown, C. J. et al. Ecological and methodological drivers of species’ distribution and phenology responses to climate change. Global change biology 22, 1548–1560 (2016).
Bhattacharjee, A. et al. The Impact of Climate Change on Biodiversity in Nepal: Current Knowledge, Lacunae, and Opportunities. Climate 5, 80 (2017).
Mainali, K. P. et al. Projecting future expansion of invasive species: comparing and improving methodologies for species distribution modeling. Global change biology 21, 4464–4480 (2015).
Smeraldo, S. et al. Ignoring seasonal changes in the ecological niche of non-migratory species may lead to biases in potential distribution models: lessons from bats. Biodiversity and conservation 27, 2425–2441 (2018).
Soroye, P., Ahmed, N. & Kerr, J. T. Opportunistic citizen science data transform understanding of species distributions, phenology, and diversity gradients for global change research. Global change biology 24, 5281–5291 (2018).
Singh, S. P., Singh, V. & Skutsch, M. Rapid warming in the Himalayas: Ecosystem responses and development options. Climate and development 2, 221–232 (2010).
Wang, W., Xiang, Y., Gao, Y., Lu, A. & Yao, T. Rapid expansion of glacial lakes caused by climate and glacier retreat in the Central Himalayas. Hydrological Processes 29, 859–874 (2015).
Rignot, E. et al. The Copenhagen diagnosis, 2009: updating the world on the latest climate science (2011).
IPCC. Global Warming of 1.5 °C. 26 (Intergovernmental Panel on Climate Change, Switzerland, 2018).
Mohammadi, S., Ebrahimi, E., Moghadam, M. S. & Bosso, L. Modelling current and future potential distributions of two desert jerboas under climate change in Iran. Ecological Informatics 52, 7–13 (2019).
Moat, J., Gole, T. W. & Davis, A. P. Least Concern to Endangered: Applying climate change projections profoundly influences the extinction risk assessment for wild Arabica coffee. Global change biology 25, 390–403 (2019).
Ostrowski, S., Rahmani, H., Ali, J. M., Ali, R. & Zahler, P. Musk deer Moschus cupreus persist in the eastern forests of Afghanistan. Oryx 50, 323–328 (2016).
Zhou, Y., Meng, X., Feng, J. & Yang, Q. Review of the distribution, status and conservation of musk deer in China. Folia Zoologica 53, 129–140 (2004).
Wilson, D. E. M. & Russell, A. Handbook of the Mammals of the World. Vol. 2 320–336 (Lynx edicions 2011).
Green, M. J. The distribution, status and conservation of the Himalayan musk deer Moschus chrysogaster. Biological conservation 35, 347–375 (1986).
Homes, V. No Licence to Kill: The Population and Harvest of Musk Deer and Trade in Musk in the Russian Federation and Mongolia. (Traffic Europe, Brussels, Belgium, 2004).
Shrestha, B. B. & Moe, S. R. Plant diversity and composition associated with Himalayan musk deer latrine sites. Zoology and Ecology 25, 295–304, https://doi.org/10.1080/21658005.2015.1069498 (2015).
Shrestha, B. B. & Meng, X. Spring habitat preference, association and threats of Himalayan musk deer (Moschus leucogaster) in Gaurishankar Conservation Area, Nepal. International Journal of Conservation Science 5 (2014).
Singh, P. et al. Ecological correlates of Himalayan musk deer. Ecology and Evolution, 1–15 (2018).
Timmins, R. J. & Duckworth, J. W. Moschus leucogaster. The IUCN Red List of Threatened Species 2015: e.T13901A61977764., http://www.iucnredlist.org/details/13901/0 (2015).
Timmins, R. J. & Duckworth, J. W. Moschus cupreus. The IUCN Red List of Threatened Species 2015: e.T13901A61977764. http://www.iucnredlist.org/details/13901/0. (2015).
Isaac, R., Shakti, S., Hardeep, M. & Isaac, M. In Селевые потоки: катастрофы, риск, прогноз, защита. 115–122.
Salick, J., Fang, Z. & Hart, R. Rapid changes in eastern Himalayan alpine flora with climate change. American journal of botany 106, 520–530 (2019).
Singh, P. B., Khatiwada, J. R., Saud, P. & Zhigang, J. mtDNA analysis confirms the endangered kashmir musk deer extends its range to Nepal. Scientific reports 5 (2019).
Groves, C. P. & Grubb, P. Ungulate taxonomy. (The John Hopkins University Press, 2011).
Liu, Z. & Groves, C. Taxonomic diversity and colour diversity: rethinking the taxonomy of recent musk deer (Moschus, Moschidae, Ruminantia). Gazella 41, 73–97 (2014).
Guo, K., Li, F., Zhang, Q. & Chen, S. Complete mitochondrial genome of the Himalayan Musk Deer, Moschus leucogaster, with phylogenetic implication. Conservation Genetics Resources, 1–4 (2018).
Shrestha, B., Khatiwada, J. & Thanet, D. mtDNA confirms the presence of Moschus leucogaster (Ruminantia, Moschidae) in Gaurishankar Conservation Area, Nepal. Miscel· lània Zoològica 17, 209–218 (2018).
Lamsal, P., Kumar, L., Aryal, A. & Atreya, K. Future climate and habitat distribution of Himalayan Musk Deer (Moschus chrysogaster). Ecological Informatics 44, 101–108 (2018).
Harris, R. The IUCN Red List of Threatened Species 2016: e.T13895A61977139., http://iucnredlist.org/ (2016).
Green, M. J. Scent marking in the Himalayan musk deer (Moschus chrysogaster). Journal of Zoology 1, 721–737 (1987).
Dawadi, B., Liang, E., Tian, L., Devkota, L. P. & Yao, T. Pre-monsoon precipitation signal in tree rings of timberline Betula utilis in the central Himalayas. Quaternary International 283, 72–77 (2013).
Gaire, N. P. et al. Tree-ring based spring precipitation reconstruction in western Nepal Himalaya since AD 1840. Dendrochronologia 42, 21–30 (2017).
Sohar, K., Altman, J., Lehečková, E. & Doležal, J. Growth–climate relationships of Himalayan conifers along elevational and latitudinal gradients. International Journal of Climatology 37, 2593–2605 (2017).
Tiwari, A., Fan, Z.-X., Jump, A. S., Li, S.-F. & Zhou, Z.-K. Gradual expansion of moisture sensitive Abies spectabilis forest in the Trans-Himalayan zone of central Nepal associated with climate change. Dendrochronologia 41, 34–43 (2017).
Bräuning, A. Tree-ring studies in the Dolpo-Himalya (western Nepal). Tree Rings in. Archaeology, Climatology and Ecology 2, 8–12 (2004).
Sigdel, M. & Ikeda, M. Seasonal contrast in precipitation mechanisms over Nepal deduced from relationship with the large-scale climate patterns. Nepal Journal of Science and Technology 13, 115–123 (2013).
Shekhar, M. et al. Winter precipitation climatology over Western Himalaya: Altitude and Range wise study. J. Ind. Geophys. Union (March 2017) 21, 148–152 (2017).
Borgaonkar, H., Sikder, A. & Ram, S. High altitude forest sensitivity to the recent warming: a tree-ring analysis of conifers from Western Himalaya, India. Quaternary International 236, 158–166 (2011).
Yadav, R. R., Park, W. K., Singh, J. & Dubey, B. Do the western Himalayas defy global warming? Geophysical Research Letters 31 (2004).
Singh, J., Yadav, R. R. & Wilmking, M. A 694-year tree-ring based rainfall reconstruction from Himachal Pradesh, India. Climate Dynamics 33, 1149 (2009).
Panthi, S., Bräuning, A., Zhou, Z.-K. & Fan, Z.-X. Tree rings reveal recent intensified spring drought in the central Himalaya, Nepal. Global and Planetary Change 157, 26–34 (2017).
IPCC. Climate Change 2014: Synthesis Report. Contribution of Working Groups I, II and III to the Fifth Assessment Report of the Intergovernmental Panel on Climate Change. 150 (IPCC, Geneva, Switzerland, 2014).
Allen, M. R. & Ingram, W. J. Constraints on future changes in climate and the hydrologic cycle. Nature 419, 224 (2002).
Trenberth, K. E. Changes in precipitation with climate change. Climate Research 47, 123–138 (2011).
Duan, K., Yao, T. & Thompson, L. G. Response of monsoon precipitation in the Himalayas to global warming. Journal of Geophysical Research: Atmospheres 111 (2006).
Khadka, K. K., Kannan, R., Ilyas, O., Abbas, F.-I. & James, D. A. Where are they? Where will they be? In pursuit of current and future whereabouts of endangered Himalayan musk deer. Mammalian Biology-Zeitschrift für Säugetierkunde 85, 30–36 (2017).
Telwala, Y., Brook, B. W., Manish, K. & Pandit, M. K. Climate-induced elevational range shifts and increase in plant species richness in a Himalayan biodiversity epicentre. PLoS One 8, e57103 (2013).
Guo, Y. et al. Prediction of the potential geographic distribution of the ectomycorrhizal mushroom Tricholoma matsutake under multiple climate change scenarios. Scientific reports 7, 46221 (2017).
Li, J. et al. Climate refugia of snow leopards in High Asia. Biological Conservation 203, 188–196 (2016).
Kandel, K. et al. Rapid multi-nation distribution assessment of a charismatic conservation species using open access ensemble model GIS predictions: Red panda (Ailurus fulgens) in the Hindu-Kush Himalaya region. Biological Conservation 181, 150–161 (2015).
Shrestha, U. B. & Bawa, K. S. Impact of climate change on potential distribution of Chinese caterpillar fungus (Ophiocordyceps sinensis) in Nepal Himalaya. PLoS one 9, e106405 (2014).
Thapa, A. et al. Predicting the potential distribution of the endangered red panda across its entire range using MaxEnt modeling. Ecology and evolution 8, 10542–10554 (2018).
Pandit, M., Sodhi, N. S., Koh, L. P., Bhaskar, A. & Brook, B. W. Unreported yet massive deforestation driving loss of endemic biodiversity in Indian Himalaya. Biodiversity and Conservation 16, 153–163 (2007).
Grumbine, R. E. & Pandit, M. K. Threats from India’s Himalaya dams. Science 339, 36–37 (2013).
Pan, T. et al. Species delimitation in the genus Moschus (Ruminantia: Moschidae) and its high-plateau origin. PloS one 10, e0134183 (2015).
Chung, S.-L. et al. Diachronous uplift of the Tibetan plateau starting 40 Myr ago. Nature 394, 769–773 (1998).
Zhang, D., Fengquan, L. & Jianmin, B. Eco-environmental effects of the Qinghai-Tibet Plateau uplift during the Quaternary in China. Environmental Geology 39, 1352–1358 (2000).
Loarie, S. R. et al. The velocity of climate change. Nature 462, 1052 (2009).
Cooper, A. et al. Abrupt warming events drove Late Pleistocene Holarctic megafaunal turnover. Science 349, 602–606 (2015).
Fukada, K. The Great Himalayas. Himalayas, Harry N. Abrahams, Inc.; New York (1971).
Panthi, J. et al. Spatial and temporal variability of rainfall in the Gandaki River Basin of Nepal Himalaya. Climate 3, 210–226 (2015).
Bhambri, R., Bolch, T., Chaujar, R. K. & Kulshreshtha, S. C. Glacier changes in the Garhwal Himalaya, India, from 1968 to 2006 based on remote sensing. Journal of Glaciology 57, 543–556 (2011).
Wang, L. et al. Conservation priorities of forest ecosystems with evaluations of connectivity and future threats: Implications in the Eastern Himalaya of China. Biological Conservation 195, 128–135 (2016).
Khan, S. M., Page, S., Ahmad, H., Shaheen, H. & Harper, D. Vegetation dynamics in the Western Himalayas, diversity indices and climate change. Sci., Tech. and Dev. 31, 232–243 (2012).
Chettri, N., Sharma, E. & Zomer, R. Changing paradigm and post 2010 targets: Challenges and opportunities for biodiversity conservation in the Hindu Kush Himalayas. Tropical Ecology 53, 245–259 (2012).
CEPF. Ecosystem Profile, Eastern Himalayas Region. WWF-US, Asia Program (2005).
Meng, X., Cody, N., Gong, B. & Xiang, L. Stable fighting strategies to maintain social ranks in captive male Alpine musk deer (Moschus sifanicus). Animal Science Journal 83, 617–622, https://doi.org/10.1111/j.1740-0929.2011.01007.x (2012).
Meng, Q., Li, H. & Meng, X. Behavior pattern as the indicator of reproductive success of Alpine musk deer. Iranian Journal of Veterinary Research 13, 276–281 (2012).
Singh, P. B., Shrestha, B. B., Thapa, A., Saud, P. & Jiang, Z. Selection of latrine sites by Himalayan musk deer (Moschus leucogaster) in Neshyang Valley, Annapurna Conservation Area, Nepal. Journal of Applied Animal Research 46, 920–926 (2018).
Sheng, H. & Ohtaishi, N. Deer of China: Biology and Management. (Elsevier Science Publishers, Amsterdam. 1993).
Green, M. J. B. Aspects of the ecology of the Himalayan musk deer, University of Cambridge, Cambridge,UK (1985).
Kattel, B. Ecology of the Himalayan musk deer in Sagarmatha National Park, Nepal, Colorado State University, USA, (1993).
Hijmans, R. J., Cameron, S. E., Parra, J. L., Jones, P. G. & Jarvis, A. Very high resolution interpolated climate surfaces for global land areas. International Journal of Climatology 25, 1965–1978, https://doi.org/10.1002/joc.1276 (2005).
Di Cola, V. et al. ecospat: an R package to support spatial analyses and modeling of species niches and distributions. Ecography 40, 774–787 (2017).
Qiao, H. et al. An evaluation of transferability of ecological niche models. Ecography 42, 521–534 (2019).
Muscarella, R. et al. ENM eval: An R package for conducting spatially independent evaluations and estimating optimal model complexity for Maxent ecological niche models. Methods in Ecology and Evolution 5, 1198–1205 (2014).
Xiaoge, X., Li, Z., Jie, Z., Tongwen, W. & Yongjie, F. Climate change projections over East Asia with BCC_CSM1. 1 climate model under RCP scenarios. 気象集誌. 第 2 輯 91, 413–429 (2013).
Wu, T. et al. An overview of BCC climate system model development and application for climate change studies. Journal of Meteorological Research 28, 34–56 (2014).
Phillips, S. J. & Dudík, M. Modeling of species distributions with Maxent: new extensions and a comprehensive evaluation. Ecography 31, 161–175 (2008).
Mothes, C. C., Stroud, J. T., Clements, S. L. & Searcy, C. A. Evaluating ecological niche model accuracy in predicting biotic invasions using South Florida’s exotic lizard community. Journal of biogeography 46, 432–441 (2019).
Bosso, L. et al. Loss of potential bat habitat following a severe wildfire: a model-based rapid assessment. International Journal of Wildland Fire 27, 756–769 (2018).
Renner, I. W. & Warton, D. I. Equivalence of MAXENT and Poisson point process models for species distribution modeling in ecology. Biometrics 69, 274–281 (2013).
Phillips, S. J. et al. Sample selection bias and presence‐only distribution models: implications for background and pseudo‐absence data. Ecological applications 19, 181–197 (2009).
Kramer‐Schadt, S. et al. The importance of correcting for sampling bias in MaxEnt species distribution models. Diversity and Distributions 19, 1366–1379 (2013).
R Core Team. R: A language and environment for statistical computing., https://www.r-project.org/ (2016).
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