Abstract
Here, we assessed the spatiotemporal distribution of the poorly studied Mishmi takin Budorcas taxicolor to gain a preliminary understanding of the spatiotemporal ecology of the species. We used presence data from line transects and camera-trap surveys combined with a presence-only species distribution model to identify the key factors relevant to takin distribution. Distance to residential site was the main contributing factor to the model predicting habitat suitability for takin. Mishmi takin appeared to prefer habitats far away from residential locations. Our predicted suitable habitats for takin were highly fragmented and were constrained in narrow ranges of remote mountain areas. A circular distribution curve fitted to camera events indicated that grouped takin were more active during the day and less active at night compared to solitary takin. Differences in activity patterns between takin in groups and solitaries might relate to sexual segregation and calve attendance. Our information on the distribution and habitat characteristics of the species will assist habitat management and our prediction map could guide future field surveys for locating a long-term monitoring program.
Funding source: Biodiversity Conservation Programme of the Yunnan Provincial Environmental Protection Department
Award Identifier / Grant number: 2014
Funding source: National Natural Science Foundation of China
Funding source: Biodiversity Survey, Monitoring and Assessment
Award Identifier / Grant number: 2019HB2096001006
Acknowledgments
We are very grateful to William V. Bleisch for his valuable comments to improve the manuscript. We thank the Gaoligongshan National Nature Reserve Management Office for their kind support. We are also grateful to Jianglin Zhang, Shizhong Li, Song Wang, Min Zhang, and Xinguo Mu for assistance in the field.
Author contribution: All the authors have accepted responsibility for the entire content of this submitted manuscript and approved submission.
Research funding: The study was funded by the Biodiversity Survey, Monitoring and Assessment (#2019HB2096001006), the National Natural Science Foundation of China (#31601874), and the Biodiversity Conservation Programme of the Yunnan Provincial Environmental Protection Department (2014).
Conflict of interest statement: The authors declare no conflicts of interest regarding this article.
References
Austin, M. (2007). Species distribution models and ecological theory: a critical assessment and some possible new approaches. Ecol. Model. 200: 1–19. https://doi.org/10.1016/j.ecolmodel.2006.07.005.Search in Google Scholar
Berger, J., Cheng, E., Kang, A., Krebs, M., Li, L., Lu, Z.X., Buzhou, B., and Schaller, G.B. (2014). Sex differences in ecology of wild yaks at high elevation in the Kekexili Reserve, Tibetan Qinghai Plateau, China. J. Mammal. 95: 638–645. https://doi.org/10.1644/13-mamm-a-154.Search in Google Scholar
Bhattacharya, T., Bashir, T., Poudyal, K., Sathyakumar, S., and Saha, G.K. (2012). Distribution, occupancy and activity patterns of goral (Nemorhaedus goral) and serow (Capricornis thar) in Khangchendzonga Biosphere Reserve, Sikkim, India. Mamm. Study 37: 173–181. https://doi.org/10.3106/041.037.0302.Search in Google Scholar
Brandt, J.S., Butsic, V., Schwab, B., Kuemmerle, T., and Radeloff, V.C. (2015). The relative effectiveness of protected areas, a logging ban, and sacred areas for old-growth forest protection in southwest China. Biol. Conserv. 181: 1–8. https://doi.org/10.1016/j.biocon.2014.09.043.Search in Google Scholar
Brichieri-Colombi, T.A., McPherson, J.M., Sheppard, D.J., and Moehrenschlager, A. (2017). In aid of (re)discovered species: maximizing conservation insights from minimal data. Anim. Conserv. 20: 205–212. https://doi.org/10.1111/acv.12306.Search in Google Scholar
Brotons, L., Thuiller, W., Araújo, M.B., and Hirzel, A.H. (2004). Presence-absence versus presence-only modelling methods for predicting bird habitat suitability. Ecography 27: 437–448. https://doi.org/10.1111/j.0906-7590.2004.03764.x.Search in Google Scholar
Calhim, S., Shi, J., and Dunbar, R.I.M. (2006). Sexual segregation among feral goats: testing between alternative hypotheses. Anim. Behav. 72: 31–41. https://doi.org/10.1016/j.anbehav.2005.08.013.Search in Google Scholar
Carricondo-Sanchez, D., Samelius, G., Odden, M., and Willebrand, T. (2016). Spatial and temporal variation in the distribution and abundance of red foxes in the tundra and taiga of northern Sweden. Eur. J. Wildlife Res. 62: 211–218. https://doi.org/10.1007/s10344-016-0995-z.Search in Google Scholar
COoGC (2014). Gongshan stastical yearbook. Chorographic Office of Gongshan Couty, Gongshan, China.Search in Google Scholar
Cui, L.-W., Li, Y.-C., Ma, C., Scott, M.B., Li, J.-F., He, X.-Y., Li, D.-H., Sun, J., Sun, W.-M., and Xiao, W. (2015). Distribution and conservation status of Shortridge’s capped langurs Trachypithecus shortridgei in China. Oryx 50: 732–741. https://doi.org/10.1017/s0030605315000319.Search in Google Scholar
Elith, J., Phillips, S.J., Hastie, T., Dudík, M., Chee, Y.E., and Yates, C.J. (2011). A statistical explanation of MaxEnt for ecologists. Divers. Distrib. 17: 43–57. https://doi.org/10.1111/j.1472-4642.2010.00725.x.Search in Google Scholar
Engler, R., Guisan, A., and Rechsteiner, L. (2004). An improved approach for predicting the distribution of rare and endangered species from occurrence and pseudo-absence data. J. Appl. Ecol. 41: 263–274. https://doi.org/10.1111/j.0021-8901.2004.00881.x.Search in Google Scholar
Feierabend, D. and Kielland, K. (2014). Movements, activity patterns, and habitat use of snowshoe hares (Lepus americanus) in interior Alaska. J. Mammal. 95: 525–533. https://doi.org/10.1644/13-mamm-a-199.Search in Google Scholar
Groves, C. and Grubb, P. (2011). Ungulate taxonomy. JHU Press, Baltimore.10.56021/9781421400938Search in Google Scholar
Grubb, P. (2005). Order Artiodactyla. In: Wilson, D.E. and Reeder, D.M. (Eds.) Mammal species of the world – a taxonomic and geographic reference. The Johns Hopkins University Press, Baltimore, pp. 651–652.Search in Google Scholar
Guan, T.-P., Ge, B.-M., McShea, W.J., Li, S., Song, Y.-L., and Stewart, C.M. (2013). Seasonal migration by a large forest ungulate: a study on takin (Budorcas taxicolor) in Sichuan Province, China. Eur. J. Wildlife Res. 59: 81–91. https://doi.org/10.1007/s10344-012-0650-2.Search in Google Scholar
Guan, T., Wang, F., Li, S., and McShea, W.J. (2015). Nature reserve requirements for landscape-dependent ungulates: The case of endangered takin (Budorcas taxicolor) in Southwestern China. Biol. Conserv. 182: 63–71. https://doi.org/10.1016/j.biocon.2014.11.041.Search in Google Scholar
Guschanski, K., Vigilant, L., McNeilage, A., Gray, M., Kagoda, E., and Robbins, M.M. (2009). Counting elusive animals: comparing field and genetic census of the entire mountain gorilla population of Bwindi Impenetrable National Park, Uganda. Biol. Conserv. 142: 290–300. https://doi.org/10.1016/j.biocon.2008.10.024.Search in Google Scholar
Jetz, W., McPherson, J.M., and Guralnick, R.P. (2012). Integrating biodiversity distribution knowledge: toward a global map of life. Trends Ecol Evol. 27: 151–159. https://doi.org/10.1016/j.tree.2011.09.007.Search in Google Scholar
Jo, Y.-S., Won, C.-M, Fritts, S.R., Wallace, M.C., and Baccus, J.T. (2017). Distribution and habitat models of the Eurasian otter, Lutra lutra, in South Korea. J. Mammal. 98: 1105–1117.10.1093/jmammal/gyx037Search in Google Scholar
Kalboussi, M. and Achour, H. (2018). Modelling the spatial distribution of snake species in northwestern Tunisia using maximum entropy (Maxent) and Geographic Information System (GIS). J. Forestry Res. 29: 233–245. https://doi.org/10.1007/s11676-017-0436-1.Search in Google Scholar
Kamler, J.F., Jędrzejewska, B., and Jędrzejewski, W. (2007). Activity patterns of red deer in Białowieża National Park, Poland. J. Mammal. 88: 508–514. https://doi.org/10.1644/06-mamm-a-169r.1.Search in Google Scholar
Li, X., Bleisch, W.V., and Jiang, X. (2018). Using large spatial scale camera trap data and hierarchical occupancy models to evaluate species richness and occupancy of rare and elusive wildlife communities in southwest China. Divers. Distrib. 24: 1560–1572. https://doi.org/10.1111/ddi.12792.Search in Google Scholar
Li, X. and Jiang, X. (2014). Implication of musk deer (Moschus spp.) depletion from hunter reports and dung transect data in northwest Yunnan, China. J. Nature Conserv. 22: 474–478. https://doi.org/10.1016/j.jnc.2014.05.004.Search in Google Scholar
Mooring, M.S., Reisig, D.D., Osborne, E.R., Kanallakan, A.L., Hall, B.M., Schaad, E.W., Wiseman, D.S., and Huber, R.R. (2005). Sexual segregation in bison: a test of multiple hypotheses. Behaviour 142: 897–927. https://doi.org/10.1163/1568539055010110.Search in Google Scholar
O'Mahony, D.T. (2017). A species distribution model for pine marten (Martes martes) in the least forested region of Europe. Mammal Res. 62: 195–200.10.1007/s13364-017-0307-3Search in Google Scholar
Paudel, P.K. and Kindlmann, P. (2012). Human disturbance is a major determinant of wildlife distribution in Himalayan midhill landscapes of Nepal. Anim. Conserv. 15: 283–293. https://doi.org/10.1111/j.1469-1795.2011.00514.x.Search in Google Scholar
Pearson, R.G., Raxworthy, C.J., Nakamura, M., and Townsend Peterson, A. (2007). ORIGINAL ARTICLE: Predicting species distributions from small numbers of occurrence records: a test case using cryptic geckos in Madagascar. J. Biogeogr. 34: 102–117. https://doi.org/10.1111/j.1365-2699.2006.01594.x.Search in Google Scholar
Quevedo, P., von Hardenberg, A., Pastore, H., Álvarez, J., and Corti, P. (2016). Predicting the potential distribution of the Endangered huemul deer Hippocamelus bisulcus in North Patagonia. Oryx 51: 315–323. https://doi.org/10.1017/s0030605315001106.Search in Google Scholar
Reilly, M.L., Tobler, M.W., Sonderegger, D.L., and Beier, P. (2017). Spatial and temporal response of wildlife to recreational activities in the San Francisco Bay ecoregion. Biol. Conserv. 207: 117–126. https://doi.org/10.1016/j.biocon.2016.11.003.Search in Google Scholar
Rich, L.N., Miller, D.A.W., Robinson, H.S., McNutt, J.W., and Kelly, M.J. (2016). Using camera trapping and hierarchical occupancy modelling to evaluate the spatial ecology of an African mammal community. J. Appl. Ecol. 53: 1225–1235. https://doi.org/10.1111/1365-2664.12650.Search in Google Scholar
Rovero, F. and Marshall, A.R. (2009). Camera trapping photographic rate as an index of density in forest ungulates. J. Appl. Ecol. 46: 1011–1017. https://doi.org/10.1111/j.1365-2664.2009.01705.x.Search in Google Scholar
Ruckstuhl, K.E. and Kokko, H. (2002). Modelling sexual segregation in ungulates: effects of group size, activity budgets and synchrony. Anim.l Behav. 64: 909–914. https://doi.org/10.1006/anbe.2002.2015.Search in Google Scholar
Selier, J., Slotow, R., and Di Minin, E. (2015). Large mammal distribution in a Transfrontier landscape: trade-offs between resource availability and human disturbance. Biotropica 47: 389–397. https://doi.org/10.1111/btp.12217.Search in Google Scholar
Seoane, J., Bustamante, J., and Díaz-Delgado, R. (2004). Competing roles for landscape, vegetation, topography and climate in predictive models of bird distribution. Ecol. Model. 171: 209–222. https://doi.org/10.1016/j.ecolmodel.2003.08.006.Search in Google Scholar
Song, Y.-L., Smith, A.T., and MacKinnon, J. (2008). Budorcas taxicolor. In: The IUCN red list of threatened species: eT3160A9643719.Search in Google Scholar
Song, Y.-L. and Zeng, Z.-L. (1999). Observation on group types of golden takin (Budorcas bedfordi). Acta Theriol. Sin. 19: 1–8 (in Chinese with English abstract).Search in Google Scholar
Song, Y., Zeng, Z., Zhang, J., Wang, X., Gong, H., and Wang, K. (2000). Home range of golden takin (Budorcas taxicolor bedfordi) in Foping Nature Reserve, Shaanxi, China. Acta Theriol. Sin. 20: 241–249 (in Chinese with English abstract).Search in Google Scholar
UNESCO, 2007. Biosphere reserve information: Gaoligong mountain. Available at: https://www.nature.com/nature/journal/v403/n6772/suppinfo/403853a0_S1.html.Search in Google Scholar
UNESCO, 2014. Three parallel rivers of yunnan protected areas. Available at: https://www.unesco.org/mabdb/br/brdir/directory/biores.asp?code=CPR+18&mode=all.Search in Google Scholar
Wu, J., Han, Y., Qu, H., Liu, S., Zhu, X., Jia, J., Liu, J., and Zhang, L. (1990). The Chinese takin. China Forestry Publication House, Beijing, China (in Chinese).Search in Google Scholar
Yan, W.-B., Zeng, Z.-G., Gong, H.-S., He, X.-B., Liu, X.-Y., Ma, Y.-S., and Song, Y.-L. (2017). Seasonal variation and sexual difference of home ranges by takins. J. Wildlife Manage. 81: 938–942. https://doi.org/10.1002/jwmg.21247.Search in Google Scholar
Yearsley, J.M. and Pérez-Barbería, F.J. (2005). Does the activity budget hypothesis explain sexual segregation in ungulates? Anim. Behav. 69: 257–267. https://doi.org/10.1016/j.anbehav.2004.04.010.Search in Google Scholar
Zeng, Z.-G., Skidmore, A.K., Song, Y.-L., Wang, T.-J., and Gong, H.-S. (2008). Seasonal altitudinal movements of golden takin in the Qinling mountains of China. J. Wildlife Manage. 72: 611–617. https://doi.org/10.2193/2007-197.Search in Google Scholar
Zeng, Z. and Song, Y. (1998). Habit of licking salt of Qinling takin (Budorcas taxicolor). Chin. J. Zool. 33: 32–34 (in Chinese with English abstract).Search in Google Scholar
Zeng, Z., Song, Y., and Gong, H. (1998). Population size and age structure of golden takin in Foping Nature Reserve, Shaanxi, China. Acta Theriol. Sin. 18: 241–246 (in Chinese with English abstract).Search in Google Scholar
Supplementary Material
Supplementary material to this article can be found online at https://doi.org/10.1515/mammalia-2019-0114.
© 2020 Walter de Gruyter GmbH, Berlin/Boston