Abstract
Mammal extinctions are widespread globally, with South Asian species being most threatened. We examine local extinctions of 25 mammals in India. We use historical records to obtain a set of locations at which each species was known to have been present at some time in the last 200 years. We then use occupancy estimation models to draw inferences about current presence at these same locations based on field observations of local experts. We examine predictions about the influence of key factors such as protected areas, forest cover, elevation, human population density and cultural tolerance on species extinction. For all 25 species, estimated local extinction probabilities (referenced to a 100 year time frame) range between 0.14 and 0.96. Time elapsed since the historical occurrence record was an important determinant of extinction probability for 14 species. Protected areas are positively associated with lower extinction of 18 species, although many species occur outside them. We find evidence that higher proportion of forest cover is associated with lower extinction probabilities for seven species. However, for species that prefer open habitats (which have experienced intensive land-use change), forest cover alone appears insufficient to ensure persistence (the complement of extinction). We find that higher altitude is positively associated with lower extinction for eight species. Human population density is positively associated with extinction of 13 species. We find that ‘culturally tolerated’ species do exhibit higher persistence. Overall, large-bodied, rare and habitat specialist mammals tend to have higher extinction probabilities.
References
Bartholomé E.& Belward A. S. . 2005GLC2000: a new approach to global land cover mapping from Earth observation data. Int. J. Remo. Sens. 26, 11 051–11 077. (doi:10.1080/01431160412331291297). Google ScholarBrashares J. S. . 2003Correlates of extinction in West Africa. Conserv. Biol. 17, 734–743. (doi:10.1046/j.1523-1739.2003.01592.x). Crossref, Google ScholarBrashares J. S., Arcese P.& Sam M. K. . 2001Human demography and reserve size predict wildlife extinction in West Africa. Proc. R. Soc. Lond. B 268, 2473–2478. (doi:10.1098/rspb.2001.1815). Link, ISI, Google ScholarBurnham K. P.& Anderson D. R. . 2002Model selection and multimodal inference: a practical information-theoretic approach. New York, NY: Springer. Google ScholarBurnham K. P.& Anderson D. R. . 2004Multimodal inference: understanding AIC and BIC in model selection. Socio. Meth. Rese. 33, 261–304. (doi:10.1177/0049124104268644). Crossref, Google ScholarCardillo M., Purvis A., Sechrest W., Gittleman J. L., Beilby J.& Mace G. M. . 2004Human population density and extinction risk in the world's carnivores. PLoS Biol. 2, 909–914. (doi:10.1371/journal.pbio.0020197). Crossref, ISI, Google ScholarCardillo M., Mace G. M., Gittleman J. L.& Purvis A. . 2006Latent extinction risk and the future battle grounds of mammal conservation. Proc. Natl Acad. Sci. USA 103, 4157–4161. (doi:10.1073/pnas.0510541103). Crossref, PubMed, Google ScholarCeballos G., Ehrlich P. R., Soberon J., Salazar I.& Fay J. P. . 2005Global mammal conservation: what must we manage?Science 309, 603–607. (doi:10.1126/science.1114015). Crossref, PubMed, ISI, Google Scholar- CGIAR- CSI. 2004. SRTM data V1, International Centre for Tropical Agriculture CIAT. http://srtm.csi.cgiar.org. Google Scholar
Channell R.& Lomolino M. . 2000Dynamic biogeography and the conservation of endangered species. Nature 403, 84–86. (doi:10.1038/47487). Crossref, PubMed, Google ScholarCorlett R. T. . 2007The impact of hunting on the mammalian fauna of tropical Asian forests. Biotropica 39, 292–303. (doi:10.1111/j.1744-7429.2007.00271.x). Crossref, ISI, Google ScholarDas A., Krishnaswamy J., Bawa K. S., Kiran M. C., Srinivas V., Kumar N. S.& Karanth K. U. . 2006Prioritization of conservation areas in the Western Ghats, India. Biol. Conserv. 133, 16–31. (doi:10.1016/j.biocon.2006.05.023). Crossref, Google ScholarDatta A. . 2007Protecting with people in Namdapha: threatened forests, forgotten people. Making conservation work (eds, Shahabuddin G.& Rangarajan M. ), pp. 165–209. New Delhi, India: Permanent Black. Google ScholarDobson J. E., Bright E. A., Coleman P. R., Durfee R. C.& Worley B. A. . 2000LandScan: a global population database for estimating populations at risk. Photogramm. Eng. Remote Sensing 66, 849–857. Google ScholarDunbar-Brander A. A. . 1923Wild animals in central India. London, UK: Edward Arnold & Co. Google Scholar- Forest Survey of India. 2005State of the forest report. Dehradun, India: Ministry of Environment and Forests. Google Scholar
Hines J. E. . 2006. Program PRESENCE. http://www.mbrpwrc.usgs.gov/software/doc/presence/presence.html. Google ScholarIsaac N. J., Turvey S. T., Collen B., Waterman C.& Baillie J. E. . 2007Mammals on the EDGE: conservation priorities based on threat and phylogeny. PloS ONE 2, e296. (doi:10.1371/journal.pone.0000296). Crossref, PubMed, ISI, Google ScholarJoshi P. K. K., Roy P. S., Singh S., Agrawal S.& Yadav D. . 2006Vegetation cover mapping in India using multi-temporal IRS wide field sensor WiFS data. Remo. Sens. Envmt. 103, 1100–1112. (doi:10.1016/j.rse.2006.04.010). Google ScholarKaranth K. U., Nichols J. D., Kumar N. S., Link W. A.& Hines J. E. . 2004Tigers and their prey: predicting carnivore densities from prey abundance. Proc. Natl Acad. Sci. USA 101, 4854–4858. (doi:10.1073/pnas.0306210101). Crossref, PubMed, Google ScholarKaranth K. K., Nichols J. D., Hines J. E., Karanth U. K.& Christensen N. L. . 2009Patterns and determinants of mammal species occurrence in India. J. Appl. Ecol. 46, 1189–1200. (doi:10.1111/j.1365-2664.2009.01710). ISI, Google ScholarMacKenzie D. I.& Royle J. A. . 2005Designing occupancy studies: general advice and allocating survey effort. J. Appl. Ecol. 42, 1105–1114. (doi:10.1111/j.1365-2664.2005.01098x). Crossref, Google ScholarMacKenzie D. I., Nichols J. D., Lachman G. B., Droege S., Royle J. A.& Langtimm C. A. . 2002Estimating site occupancy rates when detection probabilities are less than one. Ecology 83, 2248–2255. (doi:10.1890/0012-9658(2002)083[2248:ESORWD]2.0.CO;2). Crossref, ISI, Google ScholarMacKenzie D. I., Nichols J. D., Royle J. A., Pollock K. H., Bailey L. A.& Hines J. E. . 2006Occupancy modeling and estimation. San Diego, CA: Academic Press. Google ScholarMadhusudan M. D.& Karanth K. U. . 2002Local hunting and the conservation of large mammals in India. Ambio 31, 49–54. (doi:10.1639/0044-7447(2002)031[0049:LHATCO]2.0.CO;2). Crossref, PubMed, Google ScholarMishra C., Madhusudan M. D.& Datta A. . 2006Mammals of the high altitudes of western Arunachal Pradesh, eastern Himalaya: an assessment of threats and conservation needs. Oryx 40, 29–35. (doi:10.1017/S0030605306000032). Crossref, Google ScholarMorrison J. M., Sechrest W., Dinerstein E., Wilcove D. S.& Lamoreux J. L. . 2007Persistence of large mammal faunas as indicators of human impact. J. Mammal. 88, 1363–1380. (doi:10.1644/06-MAMM-A-124R2.1). Crossref, Google ScholarNewmark W. D. . 1996Insularization of Tanzanian parks and the local extinction of mammals. Conserv. Biol. 10, 1549–1556. (doi:10.1046/j.1523-1739.1996.10061549.x). Crossref, Google ScholarParks S. A.& Harcourt A. H. . 2002Reserve size, local human density, and mammalian extinctions in U.S protected areas. Conserv. Biol. 16, 800–808. (10.1046/j.1523-1739.2002.00288.x). Crossref, Google ScholarPimm S. L., 2001Can we defy nature's end?Science 233, 2207–2208. (doi:10.1126/science.1061626). Crossref, Google ScholarRedford K. H. . 1992The empty forest. BioScience 42, 412–422. (doi:10.2307/1311860). Crossref, ISI, Google ScholarRoy P. S., Joshi P. K., Singh S., Agrawal S., Yadav D.& Jegannathan C. . 2006Biome mapping in India using vegetation type map derived using temporal satellite data and environmental parameters. Ecol. Model. 1107, 148–158. (doi:10.1016/j.ecolmodel.2006.02.045). Crossref, Google ScholarSanderson E. W., Jaiteh M., Levy M. A., Redford K. H., Wannebo A. V.& Woolmer G. . 2003The human footprint and the last of the wild. BioScience 52, 891–904. (doi:10.1641/0006-3568(2002)052[0891:THFATL]2.0.CO;2). Crossref, Google ScholarSchipper J., 2008The status of the world's land and marine mammals: diversity, threat, and knowledge. Science 322, 225–230. (doi:10.1126/science.1165115). Crossref, PubMed, ISI, Google Scholar- WDPA. 2003, 2007, 2009World Database on Protected Areas. World Conservation Union (IUCN) and UNEP World Monitoring Center (UNEP-WCMC). Google Scholar
Woodroffe R.& Ginsberg G. R. . 1998Edge effects and extinctions of populations inside protected areas. Science 280, 2126–2128. (doi:10.1126/science.280.5372.2126). Crossref, PubMed, Google Scholar



