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Estimating Tiger Abundance from Camera Trap Data: Field Surveys and Analytical Issues

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Camera Traps in Animal Ecology

Abstract

Automated photography of tigers Panthera tigris for purely illustrative purposes was pioneered by British forester Fred Champion (1927, 1933) in India in the early part of the Twentieth Century. However, it was McDougal (1977) in Nepal who first used camera traps, equipped with single-lens reflex cameras activated by pressure pads, to identify individual tigers and study their social and predatory behaviors. These attempts involved a small number of expensive, cumbersome camera traps, and were not, in any formal sense, directed at “sampling” tiger populations.

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References

  • Amstrup, S. C., T. L. McDonald, and B. F. J. Manly. 2005. Handbook of capture–recapture analysis. Princeton University Press, Princeton, NJ

    Google Scholar 

  • Borchers, D. L. and M. G. Efford. 2008. Spatially explicit maximum likelihood methods for capture–recapture studies. Biometrics 64:377–385

    Google Scholar 

  • Buckland, S. T., K. P. Burnham, and N. H. Augustin. 1997. Model selection: an integral part of inference. Biometrics 53:603–618

    Article  Google Scholar 

  • Buckland, S. T., D. R. Anderson, K. P. Burnham, J. L. Laake, D. L. Borchers, and L. Thomas. 2001. Introduction to distance sampling. Oxford University Press, Oxford

    Google Scholar 

  • Burnham, K. P. and D. R. Anderson. 2002. Model selection and multi-model inference: a practical information-theoretic approach. Springer, New York

    Google Scholar 

  • Carbone, C., S. Christie, T. Coulson, N. Franklin, J. Ginsberg, M. Griffiths, J. Holden, K. Kawanishi, M. Kinnaird, R. Laidlaw, A. Lynam, D. W. Macdonald, D. Martyr, C. McDougal, L. Nath, T. Obrien, J. Seidensticker, D. Smith, M. Sunquist, R. Tilson, and W. N. W. Shahruddin. 2001. The use of photographic rates to estimate densities of tigers and other cryptic mammals. Animal Conservation 4:75–79

    Google Scholar 

  • Carothers, A. D. 1973. The effects of unequal catchability on Jolly–Seber estimates. Biometrics 29:79–100

    Article  Google Scholar 

  • Champion, F. W. 1927. With a camera in tiger-land. Chatto & Windus, London

    Google Scholar 

  • Champion, F. W. 1933. The jungle in sunlight and shadow. Chatto & Windus, London

    Google Scholar 

  • Chao, A. and R. M. Huggins. 2005a. Classical closed population models. Pages 22–36 in S. Amstrup, T. McDonald, and B. Manly, editors. The handbook of capture–recapture analysis. Princeton University Press, Princeton, NJ

    Google Scholar 

  • Chao, A. and R. M. Huggins. 2005b. Modern closed population models. Pages 58–86 in S. Amstrup, T. McDonald, and B. Manly, editors. The handbook of capture–recapture analysis. Princeton University Press, Princeton, NJ

    Google Scholar 

  • Dice, L. R. 1938. Some census methods for mammals. Journal of Wildlife Management 2:119–130

    Article  Google Scholar 

  • Efford, M. 2004. Density estimation in live-trapping studies. Oikos 106:598–610

    Article  Google Scholar 

  • Greenwood, R. J., A. B. Sargeant, and D. H. Johnson. 1985. Evaluation of mark-recapture for estimating striped skunk abundance. Journal of Wildlife Management 49:332–340

    Article  Google Scholar 

  • Hiby, L., P. Lovell, N. Patil, N. S. Kumar, A. M. Gopalaswamy, and K. U. Karanth. 2009. A tiger cannot change its stripes: using a three dimensional model to match images of living tigers and tiger skins. Biology Letters 5:383–386

    Google Scholar 

  • Jett, D. A. and J. D. Nichols. 1987. A field comparison of nested grid and trapping web density estimators. Journal of Mammalogy 68:888–892

    Article  Google Scholar 

  • Johnson, A., C. Vonkhameng, M. Hedemark, and T. Saithgodham. 2006. Effect of human-carnivore conflict on tiger (Panthera tigris) and prey populations in Lao PDR. Animal Conservation 9:421–430

    Google Scholar 

  • Jolly, G. M. 1965. Explicit estimates from capture–recapture data with both death and immigration – stochastic model. Biometrika 52:225–247

    PubMed  CAS  Google Scholar 

  • Karanth, K. U. 1995. Estimating tiger Panthera tigris populations from camera-trap data using capture–recapture models. Biological Conservation 71:333–338

    Article  Google Scholar 

  • Karanth, K. U. and J. D. Nichols. 1998. Estimation of tiger densities in India using photographic captures and recaptures. Ecology 79:2852–2862

    Article  Google Scholar 

  • Karanth, K. U. and J. D. Nichols, editors. 2002. Monitoring tigers and their prey: a manual for researchers, managers and conservationists in tropical Asia. Centre for Wildlife Studies, Bangalore, India

    Google Scholar 

  • Karanth, K. U. and M. E. Sunquist. 2000. Behavioral correlates of predation by tiger, leopard and dhole in Nagarahole, India. Journal of Zoology (London) 250:255–265

    Article  Google Scholar 

  • Karanth, K. U., N. S. Kumar, and J. D. Nichols. 2002. Field surveys: estimating absolute densities of tigers using capture–recapture sampling. Pages 139–152 in K. U. Karanth and J. D. Nichols, editors. Monitoring tigers and their prey: a manual for researchers, managers and conservationists in tropical Asia. Centre for Wildlife Studies, Bangalore, India

    Google Scholar 

  • Karanth, K. U., J. D. Nichols, J. Seidensticker, E. Dinerstein, J. L. D. Smith, C. McDougal, A. J. T. Johnsingh, R. S. Chundawat, and V. Thapar. 2003. Science deficiency in conservation practice: the monitoring of tiger populations in India. Animal Conservation 6:141–146

    Article  Google Scholar 

  • Karanth, K. U., J. D. Nichols, N. S. Kumar, W. A. Link, and J. E. Hines. 2004a. Tigers and their prey: predicting carnivore densities from prey abundance. Proceedings of the National Academy of Sciences USA 101:4854–4858

    Article  CAS  Google Scholar 

  • Karanth, K. U., R. S. Chundawat, J. D. Nichols, and N. S. Kumar. 2004b. Estimation of tiger densities in the tropical dry forests of Panna, Central India, using photographic capture–recapture sampling. Animal Conservation 7:285–290

    Article  Google Scholar 

  • Karanth, K. U., J. D. Nichols, and N. S. Kumar. 2004c. Photographic sampling of elusive mammals in tropical forests. Pages 229–247 in W. L. Thompson, editor. Sampling rare or elusive species: concepts, designs and techniques for estimating population parameters. Island Press, Washington, DC

    Google Scholar 

  • Karanth, K. U., J. D. Nichols, N. S. Kumar, and J. E. Hines. 2006. Assessing tiger population dynamics using photographic capture–recapture sampling. Ecology 87:2925–2937

    Article  PubMed  Google Scholar 

  • Kawanishi, K. and M. E. Sunquist. 2004. Conservation status of tigers in a primary rainforest of Peninsular Malaysia. Biological Conservation 120:329–344

    Article  Google Scholar 

  • Kendall, W. L., K. H. Pollock, and C. Brownie. 1995. A likelihood-based approach to capture–recapture estimation of demographic parameters under the robust design. Biometrics 51:293–308

    Article  PubMed  CAS  Google Scholar 

  • Kendall, W. L., J. D. Nichols, and J. E. Hines. 1997. Estimating temporary emigration and breeding proportions using capture–recapture data with Pollock’s robust design. Ecology 78:563–578

    Google Scholar 

  • Lee, S. M. and A. Chao. 1994. Estimating population size via sample coverage for closed capture–recapture models. Biometrics 50:88–97

    Article  PubMed  CAS  Google Scholar 

  • Manning, T., W. D. Edge, and J. O. Wolff. 1995. Evaluating population-size estimators: an empirical approach. Journal of Mammalogy 76:1149–1158

    Article  Google Scholar 

  • McDougal, C. 1977. The face of the tiger. Rivington, London

    Google Scholar 

  • Menkens, G. E., Jr., and S. H. Anderson. 1988. Estimation of small-mammal population size. Ecology 69:1952–1959

    Article  Google Scholar 

  • Nichols, J. D. 1992. Capture–recapture models: using marked animals to study population dynamics. BioScience 42:94–102

    Article  Google Scholar 

  • Nichols, J. D. and K. U. Karanth. 2002. Statistical concepts: estimating absolute densities of tigers using capture–recapture sampling. Pages 121–138 in K. U. Karanth and J. D. Nichols, editors. Monitoring tigers and their prey: a manual for researchers, managers and conservationists in tropical Asia. Centre for Wildlife Studies, Bangalore, India

    Google Scholar 

  • O’Brien, T. G., M. F. Kinnaird, and H. T. Wibisono. 2003. Crouching tigers, hidden prey: Sumatran tiger and prey populations in a tropical forest landscape. Animal Conservation 6:131–139

    Article  Google Scholar 

  • Otis, D. L., K. P. Burnham, G. C. White, and D. R. Anderson. 1978. Statistical inference from capture data on closed animal populations. Wildlife Monographs 62:1–135

    Google Scholar 

  • Pollock, K. H., J. D. Nichols, C. Brownie, and J. E. Hines. 1990. Statistical inference for capture–recapture experiments. Wildlife Monographs 107:1–97

    Google Scholar 

  • Powell, L. A., M. J. Conroy, J. E. Hines, J. D. Nichols, and D. G. Krementz. 2000. Simultaneous use of mark-recapture and radiotelemetry to estimate survival, movement, and capture rates. Journal of Wildlife Management 64:302–313

    Article  Google Scholar 

  • Pradel, R. 1996. Utilization of capture–mark–recapture for the study of recruitment and population growth rate. Biometrics 52:703–709

    Article  Google Scholar 

  • Rexstad, E. and K. P. Burnham. 1991. Users’ guide for interactive program CAPTURE. Abundance estimation of closed animal populations. Colorado State University, Fort Collins, CO

    Google Scholar 

  • Rosenberg, D. K., W. S. Overton, and R. G. Anthony. 1995. Estimation of animal abundance when capture probabilities are low and heterogeneous. Journal of Wildlife Management 59:252–261

    Article  Google Scholar 

  • Rowcliff, J. M., J. Field, S. T. Turvey, and C. Carbone. 2008. Estimating animal density using camera traps without the need for individual recognition. Journal of Applied Ecology 45: 1228–1236

    Google Scholar 

  • Royle, J. A. and K. V. Young. 2008. A hierarchical model for spatial capture–recapture data. Ecology 80:2281–2289

    Google Scholar 

  • Royle, J. A., J. D. Nichols, K. U. Karanth, and A. M. Gopalaswamy. 2009a. Hierarchical models and inference for spatial capture–recapture data: estimating tiger density from camera trap arrays. Journal of Applied Ecology 46:118–127

    Google Scholar 

  • Royle, J. A., K. U. Karanth, A. M. Gopalaswamy, and N. S. Kumar. 2009b. Bayesian inference in camera-trapping studies for a class of capture-recapture models. Ecology 90:3233–3244

    Google Scholar 

  • Sanderson, E., J. Forrest, C. Loucks, J. Ginsberg, E. Dinerstein, J. Seidensticker, P. Leimgruber, M. Songer, A. Heydlauff, T. O’Brien, G. Bryja, S. Klenzendorf, and E. Wikramanayake. 2006. Setting priorities for the conservation and recovery of wild tigers: 2005–2015. The technical assessment. WCS, WWF, Smithsonian, and NFWF-STF, New York, Washington, DC

    Google Scholar 

  • Schwarz, C. J. and A. N. Arnason. 1996. A general methodology for the analysis of capture–recapture experiments in open populations. Biometrics 52:860–873

    Article  Google Scholar 

  • Seber, G. A. F. 1965. A note on the multiple-recapture census. Biometrika 52:249–259

    PubMed  CAS  Google Scholar 

  • Seber, G. A. F. 1982. The estimation of animal abundance and related parameters. MacMillan, NewYork

    Google Scholar 

  • Seber, G. A. F. and J. F. Whale. 1970. The removal method for two and three samples. Biometrics 26:393–400

    Article  PubMed  CAS  Google Scholar 

  • Simcharoen, S., A. Pattanavibool, K. U. Karanth, J. D. Nichols, and N. S. Kumar. 2007. How many tigers Panthera tigris are there in Huai Kha Khaeng wildlife sanctuary, Thailand? An estimate using photographic capture–recapture sampling. Oryx 41:447–453

    Google Scholar 

  • Smith J. L. D. 1993. The role of dispersal in structuring the Chitwan tiger population. Behavior 124:165–195

    Article  Google Scholar 

  • Smith J. L. D., C. McDougal, and D. Miquelle. 1989. Scent marking in free ranging tigers, Panthera tigris. Animal Behavior 37:1–10

    Article  Google Scholar 

  • Soisalo, M. K. and S. M. C. Cavalcanti. 2006. Estimating the density of a jaguar population in the Brazilian Pantanal using camera-traps and capture–recapture sampling in combination with GPS radio-telemetry. Biological Conservation 129:487–496

    Google Scholar 

  • Stanley, T. R. and K. P Burnham. 1998. Information-theoretic model selection and model-averaging for closed-population capture–recapture studies. Biometrical Journal 40:475–494

    Article  Google Scholar 

  • Stanley, T. R. and K. P Burnham. 1999a. A closure test for time-specific capture–recapture data. Environmental and Ecological Statistics 6:197–209

    Article  Google Scholar 

  • Stanley, T. R. and K. P Burnham. 1999b. Estimator selection for closed-population capture–recapture. Journal of Agricultural, Biological, and Environmental Statistics 3:131–150

    Article  Google Scholar 

  • Sunquist M. E. 1981. Social organization of tigers (Panthera tigris) in Royal Chitwan National Park, Nepal. Smithsonian Contributions to Zoology 336:1–98

    Article  Google Scholar 

  • Thompson, W. L., editor. 2004. Sampling rare or elusive species: concepts, designs and techniques for estimating population parameters. Island Press, Washington, DC

    Google Scholar 

  • Thompson, W. L., G. C. White, and C. Gowan. 1998. Monitoring vertebrate populations. Academic, New York

    Google Scholar 

  • Wegge, P., C. Pokheral, and S. R. Jnawali. 2004. Effects of trapping effort and trap shyness on estimates of tiger abundance from camera trap studies. Animal Conservation 7:251–256

    Article  Google Scholar 

  • White, G. C. and K. P. Burnham. 1999. Program MARK: survival rate estimation from both live and dead encounters. Bird Study 46:120–139

    Article  Google Scholar 

  • White, G. C., D. R. Anderson, K. P. Burnham, and D. L. Otis. 1982. Capture–recapture and removal methods for sampling closed populations. Los Alamos National Laboratory Publication LA-8787-NERP. Los Alamos, NM

    Google Scholar 

  • Williams, B. K., J. D. Nichols, and M. J. Conroy. 2002. Analysis and management of animal populations. Academic, San Diego, CA

    Google Scholar 

  • Wilson, K. R. and D. R. Anderson. 1985. Evaluation of two density estimators of small mammal population size. Journal of Mammalogy 66:13–21

    Article  Google Scholar 

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Correspondence to K. Ullas Karanth .

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Karanth, K.U., Nichols, J.D. (2011). Estimating Tiger Abundance from Camera Trap Data: Field Surveys and Analytical Issues. In: O’Connell, A.F., Nichols, J.D., Karanth, K.U. (eds) Camera Traps in Animal Ecology. Springer, Tokyo. https://doi.org/10.1007/978-4-431-99495-4_7

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