Environmental influence on the spatial abundance of tiger prey monitored using camera traps in Thap Lan and Pang Sida National Parks, Thailand

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BENCHAWAN MEEAMNART
SOMPORN PAKPIAN
JIRASAK KHONGMUEANG
PAKON KAMSUDSANG
PAANWARIS PAANSRI
PRATEEP DUENGKAE
WARONG SUKSAVATE

Abstract

Abstract. Meeamnart B, Pakpian S, Khongmueang J, Kamsudsang P, Paansri P, Duengkae P, Suksavate W. 2025. Environmental influence on the spatial abundance of tiger prey monitored using camera traps in Thap Lan and Pang Sida National Parks, Thailand. Biodiversitas 26: 1500-1511. The decline in prey populations within the Dong Phayayen-Khao Yai Forest Complex (DPKY), Thailand, has likely contributed to the local extinction of tigers, raising urgent concerns about the future of this iconic species in the region. Environmental factors play a crucial role in the fluctuations in prey densities. This study estimated the spatial density of five key tiger prey species (gaur, banteng, sambar deer, muntjac, and wild boar) using the Random Encounter and Staying Time (REST) and Royle-Nichols (RN) occupancy models. The REST model produced density estimates of 1.05±0.35, 0.01±0.11, 0.62±0.79, 1.10±0.49, and 1.46±0.38 individuals/km² for gaur, banteng, sambar deer, muntjac, and wild boar, respectively. The RN model yielded slightly higher estimates: 1.51±1.26, 0.05±0.14, 0.82±0.58, 2.62±1.25, and 3.06±1.74 individuals/km². These findings highlight the significant influence of variables like vegetation cover, proximity to human settlements, elevation, and salt licks on prey abundance and distribution, with muntjac and wild boar consistently showing higher densities than other species. This spatial modeling approach provides a novel framework for predicting animal density, which can inform conservation and management strategies for tiger prey populations in DPKY, thereby aiding in tigers' persistence within these protected areas.

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References

Akaike H. 1998. Information Theory and an Extension of the Maximum Likelihood Principle. Springer, New York. DOI: 10.1007/978-1-4612-1694-0_15.

Ash E, Hallam C, Chanteap P, Kaszta ?, Macdonald DW, Rojanachinda W, Redford T, Harihar A. 2020. Estimating the density of a globally important tiger (Panthera tigris) population: Using simulations to evaluate survey design in Eastern Thailand. Biol Conserv 241: 108349. DOI: 10.1016/j.biocon.2019.108349.

Ash E, Kaszta ?, Noochdumrong A, Redford T, Chanteap P, Hallam C, Jaroensuk B, Raksat S, Srinoppawan K, Macdonald DW. 2021a. Opportunity for Thailand's forgotten tigers: Assessment of the Indochinese tiger Panthera tigris corbetti and its prey with camera-trap surveys. Oryx 55 (2): 204-211. DOI: 10.1017/S0030605319000589.

Ash E, Kaszta ?, Noochdumrong A, Redford T, Macdonald DW. 2021b. Environmental factors, human presence and prey interact to explain patterns of tiger presence in Eastern Thailand. Anim Conserv 24 (2): 268-279. DOI: 10.1111/acv.12631.

Brodie JF, Giordano AJ, Zipkin EF, Bernard H, Mohd?Azlan J, Ambu L. 2015. Correlation and persistence of hunting and logging impacts on tropical rainforest mammals. Conserv Biol 29 (1): 110-121. DOI: 10.1111/cobi.12389.

Burton AC, Neilson E, Moreira D, Ladle A, Steenweg R, Fisher JT, Bayne E, Boutin S. 2015. Wildlife camera trapping: A review and recommendations for linking surveys to ecological processes. J Appl Ecol 52 (3): 675-685. DOI: 10.1111/1365-2664.12432.

Carswell BM, Boyle SP, Brook RK, van Beest FM, Van der WE. 2023. Variation in spatiotemporal activity may reduce competitive interactions between invasive wild pigs (Sus scrofa) and native mammal species. Can J Zool 102 (4): 410-418. DOI: 10.1139/cjz-2022-0145.

Chaiyarat R, Ingudomnukul P, Yimphrai N, Nakbun S, Youngpoy N. 2023. The preferred habitat of reintroduced banteng (Bos javanicus) at the core and the edge of Salakphra Wildlife Sanctuary, Thailand. Animals 13 (14): 2293. DOI: 10.3390/ani13142293.

Department of National Parks (DNP). 2016. Practical Plan to Improve Tiger Population 2015-2035 (20 Years). DNP, Bangkok, Thailand.

Duangchatrasiri S, Jornburom P, Jinamoy S, Pattanvibool A, Hines JE, Arnold TW, Fieberg J, Smith JL. 2019. Impact of prey occupancy and other ecological and anthropogenic factors on tiger distribution in Thailand's western forest complex. Ecol Evol 9 (5): 2449-2458. DOI: 10.1002/ece3.4845.

Goodrich J, Wibisono H, Miquelle D, Lynam AJ, Sanderson E, Chapman S, Gray TN, Chanchani P, Harihar A. 2022. Panthera tigris. The IUCN red list of threatened species 2022: e. T15955A214862019. DOI: 10.2305/IUCN.UK.2022-1.RLTS.T15955A214862019.en.

Gray TN, Prum S, Phan C. 2016. Density and activity patterns of the globally significant large herbivore populations of Cambodia’s Eastern Plains landscape. In: Ahrestani FS, Sankaran M (eds). The Ecology of Large Herbivores in South and Southeast Asia. Springer, Dordrecht. DOI: 10.1007/978-94-017-7570-0_9.

Groenenberg M, Crouthers R, Yoganand K. 2020. Population Status of Ungulates in the Eastern Plains Landscape. Srepok Wildlife Sanctuary and Phnom Pric h Wildlife Sanctuary, Cambodia. WWF-Cambodia, Phnom Penh, Cambodia.

Harihar A, Chanchani P, Borah J, Crouthers RJ, Darman Y, Gray TN, Mohamad S, Rawson BM, Rayan MD, Roberts JL, Steinmetz R. 2018. Recovery planning towards doubling wild tiger Panthera tigris numbers: Detailing 18 recovery sites from across the range. Plos One 13 (11): e0207114. DOI: 10.1371/journal.pone.0207114.

Harihar A, Pandav B, MacMillan DC. 2014. Identifying realistic recovery targets and conservation actions for tigers in a human?dominated landscape using spatially explicit densities of wild prey and their determinants. Divers Distrib 20 (5): 567-78. DOI: 10.1111/ddi.12174.

Howe EJ, Buckland ST, Després?Einspenner ML, Kühl HS. 2017. Distance sampling with camera traps. Methods Ecol Evol 8 (11): 1558-1565. DOI: 10.1111/2041-210X.12790.

IUCN. 2005. IUCN Evaluation of Nominations of Natural and Mixed Properties to the World Heritage List. https://whc.unesco.org/en/documents/5859.

Jhala Y, Gopal R, Mathur V, Ghosh P, Negi HS, Narain S, Yadav SP, Malik A, Garawad R, Qureshi Q. 2021 Recovery of tigers in India: Critical introspection and potential lessons. People Nat 3 (2): 281-93. DOI: 10.1002/pan3.10177.

Jornburom P, Duangchantrasiri S, Jinamoy S, Pattanavibool A, Hines JE, Arnold TW, Fieberg J, Smith JL. 2020. Habitat use by tiger prey in Thailand’s Western Forest Complex: What will it take to fill a half-full tiger landscape? J Nat Conserv 58: 125896. DOI: 10.1016/j.jnc.2020.125896.

Jornburom P. 2016. The Distribution of Elephants, Tigers and Tiger Prey in Thailand's Western Forest Complex. [PhD Thesis]. University of Minnesota, Thailand.

Karanth KU, Nichols JD. 1998. Estimation of tiger densities in India using photographic captures and recaptures. Ecology 79 (8): 2852-2862. DOI: 10.1890/0012-9658(1998)079[2852:EOTDII]2.0.CO;2.

Kristensen K, Nielsen A, Berg CW, Skaug H, Bell B. 2016. TMB: Automatic differentiation and Laplace approximation. J Stat Softw 70 (5): 1-21. DOI: 10.18637/jss.v070.i05.

Linkie M. 2020. Managing threatened ungulates in logged-primary forest mosaics in Malaysia. Plos One 15 (12): 243932. DOI: 10.1371/journal.pone.0243932.

Liu YC, Sun X, Driscoll C, Miquelle DG, Xu X, Martelli P, Uphyrkina O, Smith JL, O’Brien SJ, Luo SJ. 2018. Genome-wide evolutionary analysis of natural history and adaptation in the world’s tigers. Curr Biol 28 (23): 3840-3849. DOI: 10.1016/j.cub.2018.09.019.

Marescot L, Lyet A, Singh R, Carter N, Gimenez O. 2020. Inferring wildlife poaching in southeast Asia with multispecies dynamic occupancy models. Ecography 43 (2): 239-250. DOI: 10.1111/ecog.04536.

Marini L, Scotton M, Klimek S, Isselstein J, Pecile A. 2007. Effects of local factors on plant species richness and composition of Alpine meadows. Agric Ecosyst Environ 119 (3-4): 281-288. DOI: 10.1016/j.agee.2006.07.015.

Naing H, Fuller TK, Sievert PR, Randhir TO, Po SH, Htun S, Myint T. 2023. Dry-season habitat occupancy by ungulate tiger prey in the Hukaung Valley of northern Myanmar. Trop Zool 36 (1-2): 21-35. DOI: 10.4081/tz.2023.124.

Nakashima Y, Fukasawa K, Samejima H. 2018. Estimating animal density without individual recognition using information derivable exclusively from camera traps. J Appl Ecol 55 (2): 735-744. DOI: 10.1111/1365-2664.13059.

Nakashima Y, Hongo S, Akomo-Okoue EF. 2020. Landscape-scale estimation of forest ungulate density and biomass using camera traps: Applying the REST model. Biol Conserv 241: 108381. DOI: 10.1016/j.biocon.2019.108381.

Nakashima Y, Yajima G, Hongo S. 2021. Estimating animal density with camera traps: A practitioner’s guide of the REST model. BioRxiv 444583. DOI:10.1101/2021.05.18.444583.

Paansri P, Suksavate W, Chaiyes A, Chanteap P, Duengkae P. 2022. Use of Bayesian, lasso binary quantile regression to identify suitable habitat for tiger prey species in Thap Lan National Park, Eastern Thailand. Environ Nat Resour 20 (3): 266-278. DOI: 10.32526/ennrj/20/202100244.

Palencia P, Rowcliffe JM, Vicente J, Acevedo P. 2021. Assessing the camera trap methodologies used to estimate density of unmarked populations. J Appl Ecol 58 (8): 1583-1592. DOI: 10.1111/1365-2664.13913.

Petdee A. 2000. Feeding Habits of the Tiger (Panthera tigris) in Huai Kha Khaeng Wildlife Sanctuary by Fecal Analysis. [Thesis]. Kasetsart University, Bangkok, Thailand.

Pettorelli N, Ryan S, Mueller T, Bunnefeld N, J?drzejewska B, Lima M, Kausrud K. 2011. The Normalized Difference Vegetation Index (NDVI): Unforeseen successes in animal ecology. Clim Res 46 (1): 15-27. DOI: 10.3354/cr00936.

Phoonjampa R, Steinmetz R, Phumanee W, Bunchornratana K, Kaewsrisod T, Srirattanaporn S, Taraphibarl K, Bejraburnin T, Bhumpakphan N. 2021. Recolonization of former range by endangered Banteng Bos javanicus in Mae Wong National Park, Thailand. Trop Conserv Sci 14: 1-6. DOI: 10.1177/19400829211065359.

Phumanee W, Steinmetz R, Phoonjampa R, Bejraburnin T, Grainger M, Savini T. 2020. Occupancy?based monitoring of ungulate prey species in Thailand indicates population stability, but limited recovery. Ecosphere 11 (9): e03208. DOI: 10.1002/ecs2.3208.

Pla-ard MA, Khioesree N, Sungkalak B, Nathalang A, Thomas W, Uthairatsamee S, Paansri P, Chanachai Y, Sukmasuang R. 2022. Population characteristics and habitat suitability of Khao Yai National Park, Thailand for Asian elephant and five ungulate species. Biodiversitas 23 (1): 231-243. DOI: 10.13057/biodiv/d230129.

Pratumthong D, Khlaipet A. 2022. Species diversity of mammals in Thungyai Naresaun - Hui Kha Kheang World Heritage site, Thailand. The 2nd Symposium of the Natural History Museum: Biodiversity and the Current State of the Changing World.

Prayoon U, Suksavate W, Chaiyes A, Paansri P, Siriaroonrat B, Utara Y, Tipkantha W, Baicharoen S, Jairak W, Kaewkhunjob E, Chaisonkhram C. 2024. Home range and habitat utilization of gaur (Bos gaurus) in transition zone between protected forest and human-dominated landscape, Eastern Thailand. Glob Ecol Conserv 50: e02811. DOI: 10.1016/j.gecco.2024.e02811.

Proverbio D, Perego R, Baggiani L, Ravasio G, Giambellini D, Spada E. 2021. Hematological and biochemical reference values in healthy captive tigers (Panthera tigris). Animals 11 (12): 3440. DOI: 10.3390/ani11123440.

R Core Team. 2017. R: A Language and Environment for Statistical Computing. R Foundation for Statistical Computing, Vienna, Austria. https://www.R-project.org/.

Rambe IF, Rambey R, Siregar S. 2021. Species diversity, abundance, and wildlife conservation status in Batang Gadis National Park, North Sumatra, Indonesia. Biodiversitas 22 (11): 5189-5196. DOI: 10.13057/biodiv/d221157.

Ramsey DS, Caley PA, Robley A. 2015. Estimating population density from presence, absence data using a spatially explicit model. J Wildl Manag 79 (3): 491-499. DOI: 10.1002/jwmg.851.

Ripple WJ, Estes JA, Beschta RL, Wilmers CC, Ritchie EG, Hebblewhite M, Berger J, Elmhagen B, Letnic M, Nelson MP, Schmitz OJ. 2014. Status and ecological effects of the world’s largest carnivores. Science 343 (6167): 1241484. DOI: 10.1126/science.1241484.

Rout M, Subramaniam S, Das B, Mohapatra JK, Dash BB, Sanyal A, Pattnaik B. 2017. Foot-and-mouth disease in wildlife population of India. Indian J Anim Res 51 (2): 344-346. DOI: 10.18805.ijar.11333.

Rowcliffe JM, Field J, Turvey ST, Carbone C. 2008. Estimating animal density using camera traps without the need for individual recognition. J Appl Ecol 45 (5): 1228-1236. DOI: 10.1111/j.1365-2664.2008.01473.

Royle JA, Nichols JD. 2003. Estimating abundance from repeated presence, absence data or point counts. Ecology 84 (3): 777-790. DOI: 10.1890/0012-9658(2003)084[0777:EAFRPA]2.0.CO;2.

Royle JA. 2009. Analysis of capture recapture models with individual covariates using data augmentation. Biometrics 65 (1): 267-274. DOI: 10.1111/j.1541-0420.2008.01038.x.

Saisamorn A, Duangchantrasiri S, Sornsa M, Suksavate W, Pattanavibool A, Duengkae P. 2024. Recovery of globally threatened ungulate species in Huai Kha Khaeng Wildlife Sanctuary, Thailand. Glob Ecol Conserv 53: e03012. DOI: 10.1016/j.gecco.2024.e03012.

Shah SK, Karki JB, Bhatta B, Subedi N, Lamichhane BR, Karki A, Amin R. 2024. Recovery of tigers (Panthera tigris): Assessing ecological carrying capacity in Bardia-Banke Complex, Nepal. Glob Ecol Conserv 56: e03326. DOI: 10.1016/j.gecco.2024.e03326.

Thapa K, Kelly MJ. 2017. Prey and tigers on the forgotten trail: High prey occupancy and tiger habitat use reveal the importance of the understudied Churia habitat of Nepal. J Biodivers Conserv 26: 593-616. DOI: 10.1007/s10531-016-1260-1.

Tobler MW, Zúñiga HA, Carrillo?Percastegui SE, Powell GV. 2015. Spatiotemporal hierarchical modelling of species richness and occupancy using camera trap data. J Appl Ecol 52 (2): 413-421. DOI: 10.1111/1365-2664.12399.

UNESCO. 2017. Dong Phayayen-Khao Yai Forest Complex. UNESCO World Heritage Centre, France. https://whc.unesco.org/en/list/590/.

Urbanek RE, Ferreira HJ, Olfenbuttel C, Dukes CG, Albers G. 2019. See what you've been missing: An assessment of Reconyx® PC900 Hyperfire cameras. Wildl Soc Bull 43 (4): 630-638. DOI: 10.1002/wsb.1015.

WCS Thailand. 2021a. Tiger and Prey. Wildlife Conservation Society, Thailand. https://thailand.wcs.org/en-us/Wildlife/Tiger-and-Prey.aspx.

WCS Thailand. 2021b. Wild Places Dong Phayayen - Khao Yai Forest Complex. Wildlife Conservation Society, Thailand. https://thailand.wcs.org/en-us/Wild-Places/Dong-Phayayen-Khao-Yai-Forest-Complex.aspx.

Wolf C, Ripple WJ. 2017. Range contractions of the world's large carnivores. R Soc Open Sci 4 (7): 170052. DOI: 10.1098/rsos.170052.

Yokoyama Y, Nakashima Y, Yajima G, Miyashita T. 2020. Simultaneous estimation of seasonal population density, habitat preference and catchability of wild boars based on camera data and harvest records. R Soc Open Sci 7 (8): 200579. DOI: 10.1098/rsos.200579.

Zaragozi B, Belda A, Giménez P, Navarro JT, Bonet A. 2015. Advances in camera trap data management tools: Towards collaborative development and integration with GIS. Ecol Inform 30: 6-11. DOI: 10.1016/j.ecoinf.2015.08.001.

Zhang Q, Gong Y, Song X, Wang X, Yang C, Shu Z, Zou F. 2018. Comparing the effectiveness of camera trapping to traditional methods for biodiversity surveys of forest birds. Biodivers Sci 26 (3): 229-237. DOI: 10.17520/biods.2017275.

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