Socio-ecological factors shape the distribution of a cultural keystone species in Malaysian Borneo
Kays, R. et al. Does hunting or hiking affect wildlife communities in protected areas? J. Appl. Ecol. 54, 242–252 (2016).Article
Google Scholar
Heberlein, T. A. & Ericsson, G. Ties to the countryside: accounting for urbanites attitudes toward hunting, wolves, and wildlife. Hum. Dimens. Wildl. 10, 213–227 (2006).Article
Google Scholar
Wong, J. Z., Etoh, S. & Sujang, A. B. Towards sustainable community-based fishery resources management: the tagal system of Sabah. Malaysia. SEAFDEC 7, 18–23 (2009).
Google Scholar
Riley, E. P. The importance of human-macaque folklore for conservation in Lore Lindu National Park, Sulawesi, Indonesia. Oryx 44, 235–240 (2010).Article
Google Scholar
Gaynor, K. M. et al. War and wildlife: linking armed conflict to conservation. Front. Ecol. Environ. 14, 533–542 (2016).Article
Google Scholar
Kurz, D. et al. Transformation and endurance of Indigenous hunting: Kadazandusun-Murut bearded pig hunting practices amidst oil palm expansion and urbanization in Sabah, Malaysia. People. Nat. 3, 1078–1092 (2021).Article
Google Scholar
Karanth, K. K., Nichols, J. D., Hines, J. E., Karanth, K. U. & Christensen, N. L. Patterns and determinants of mammal species occurrence in India. J. Appl. Ecol. 46, 1189–1200 (2009).Article
Google Scholar
Bettigole, C. A., Donovan, T. M., Manning, R., Austin, J. & Long, R. Acceptability of residential development in a regional landscape: potential effects on wildlife occupancy patterns. Biol. Conserv. 169, 401–409 (2014).Article
Google Scholar
Stahlecker, D. W., Wallace, Z. P., Mikesic, D. G. & Smith, C. S. Does Hopi religious harvest of eaglets affect golden eagle territory occupancy and reproduction on the Navajo Nation? J. Raptor Res. 51, 305–318 (2017).Article
Google Scholar
Deith, M. C. M. & Brodie, J. F. Predicting defaunation: accurately mapping bushmeat hunting pressure over large areas. Proc. Royal Soc. B. https://doi.org/10.1098/rspb.2019.2677 (2020).Article
Google Scholar
Lischka, S. A. et al. A conceptual model for the integration of social and ecological information to understand human-wildlife interactions. Biol. Conserv. 225, 80–87 (2018).Article
Google Scholar
Guerrero, A. M. et al. Achieving the promise of integration in social-ecological research: a review and prospectus. Ecol. Soc. https://doi.org/10.5751/ES-10232-230338 (2018).Article
Google Scholar
Behr, D. M., Ozgul, A. & Cozzi, G. Combining human acceptance and habitat suitability in a unified socio-ecological suitability model: a case study of the wolf in Switzerland. J. Appl. Ecol. 54, 1919–1929 (2017).Article
Google Scholar
Bennett, E. L., Nyaoi, A. J. & Sompud, J. In Hunting for Sustainability in Tropical Forests (eds. Robinson, J. G. & Bennett, E. L.) 305–324 (Columbia University Press, 2000).Chin, C. Pig in the pot: comments on Sus barbatus in the hunting lifestyle of the Penan in Sarawak (Borneo). Asian Wild Pig News. 1, 10–12 (2001).
Google Scholar
Yi, M. C. K. & Mohd-Azlan, J. Wildlife hunting and utilization in Ulu Baleh, Sarawak, Malaysian Borneo. Ethnobiol. Lett. 11, 76–84 (2020).Article
Google Scholar
Janowski, M. Pigs and people in the Kelabit Highlands, Sarawak. Indones. Malay World. 42, 88–112 (2014).Article
Google Scholar
Department of Statistics Malaysia. Taburan penduduk dan ciri-ciri asas demografi. https://www.mycensus.gov/my/index.php/ms/produk-banci/penerbitan/banci-2010/664-taburan-penduduk-dan-ciri-ciri-asas-demografi-2010 (2011).Harrisson, T., Hooijer, D. A. & Medway, L. An extinct giant pangolin and associated mammals from Niah Cave, Sarawak. Nature 189, 166 (1961).Article
Google Scholar
Yusof, N. M. Study of social interaction among students of Vision Schools in Malaysia. Asian Ethn. 13, 47–73 (2012).Article
Google Scholar
Luskin, M. S., Ke, A., Linkie, M. & Meijaard, E. Sus barbatus. The IUCN Red List of Threatened Species: e.T41772A10559190. https://www.iucnredlist.org/species/41772/123793370 (2017).Medway, L. Post-Pleistocene changes in the mammalian fauna of Borneo: archaeological evidence from the Niah caves. Studies Speleology. 1, 33–37 (1964).
Google Scholar
Love, K. et al. Bearded pig (Sus barbatus) utilisation of a fragmented forest-oil palm landscape in Sabah, Malaysian Borneo. Wildl. Res. 44, 603–612 (2018).Article
Google Scholar
Curran, L. M. & Leighton, M. Vertebrate responses to spatiotemporal variation in seed production of mast-fruiting Dipterocarpaceae. Ecol. Monogr. 70, 101–128 (2000).Article
Google Scholar
Luskin, M. S. & Ke, A. In Ecology, Conservation and Management of Wild Pigs and Peccaries (eds. Melletti, M. & Meijaard, E.) 175–183 (Cambridge University Press, 2018).Granados, A., Bernard, H. & Brodie, J. F. The influence of logging on vertebrate responses to mast fruiting. J. Anim. Ecol. 88, 892–902 (2019).Article
Google Scholar
Kurz, D. J., Malim, P. & Goossens, B. In Wildlife Atlas of Sabah (ed. Davies, G.) 123–132. (WWF – Malaysia, 2022).Ke, A. & Luskin, M. S. Integrating disparate occurrence reports to map data-poor species ranges and occupancy: a case study of the Vulnerable bearded pig Sus barbatus. Oryx 53, 377–387 (2019).Article
Google Scholar
Gaveau, D. L. A. et al. Rapid conversions and avoided deforestation: examining four decades of industrial plantation expansion in Borneo. Sci. Rep. https://doi.org/10.1038/srep32017 (2016).Article
Google Scholar
Luskin, M. S. et al. Cross-boundary subsidy cascades from oil palm degrade distant tropical forests. Nat. Commun. https://doi.org/10.1038/s41467-017-01920-7 (2017).Article
Google Scholar
Davison, C. W., Chapman, P. M., Wearn, O. R., Bernard, H. & Ewers, R. M. Shifts in the demographics and behavior of bearded pigs (Sus barbatus) across a land-use gradient. Biotropica 51, 938–948 (2019).Article
Google Scholar
Alberti, M. et al. Integrating humans into ecology: opportunities and challenges for studying urban ecosystems. BioScience 53, 1169–1179 (2003).Article
Google Scholar
Kumar, N. et al. Habitat selection by an avian top predator in the tropical megacity of Delhi: human activities and socio-religious practices as prey-facilitating tools. Urban Ecosyst. 21, 339–349 (2018).
Google Scholar
Weiss, D. J. et al. A global map of travel time to cities to assess inequalities in accessibility in 2015. Nature 553, 333–336 (2018).Article
CAS
Google Scholar
Hudson, L. N. et al. The database of the PREDICTS (Projecting Responses of Ecological Diversity In Changing Terrestrial Systems) project. Ecol. Evol. 7, 145–188 (2017).Article
Google Scholar
Van Houtan, K. S. Conservation as virtue: a scientific and social process for conservation ethics. Conserv. Biol. 20, 1367–1372 (2006).Article
Google Scholar
Hunt, K. M. & Ditton, R. B. Freshwater fishing participation patterns of racial and ethnic groups in Texas. N. Am. J. Fish. Manag. 22, 52–65 (2002).Article
Google Scholar
Brashares, J. S. et al. Wildlife decline and social conflict. Science 345, 376–378 (2014).Article
CAS
Google Scholar
Bolton, J. M., M. R. C. S., L. R. C. P., D. T. M. & H., D. Obst. R. C. O. G. Food taboos among the Orang Asli in West Malaysia: a potential nutritional hazard. Am. J. Clin. Nutr. 25, 789–799 (1972).Wadley, R. L., Colfer, C. J. P. & Hood, I. G. Hunting primates and managing forests: the case of Iban forest farmers in Indonesian Borneo. Hum. Ecol. 25, 243–271 (1997).Article
Google Scholar
Golden, C. D. & Comaroff, J. Effects of social change on wildlife consumption taboos in northeastern Madagascar. Ecol. Soc. https://doi.org/10.5751/ES-07589-200241 (2015).Article
Google Scholar
Pieroni, A. & Sõukand, R. Ethnic and religious affiliations affect traditional wild plant foraging in Central Azerbaijan. Genet. Resour. Crop Evol. 66, 1495–1513 (2019).Article
CAS
Google Scholar
Caldecott, J. O., Blouch, R. A. & Macdonald, A. A. In Pigs, Peccaries and Hippos: Status Survey and Conservation Action Plan. (ed. Oliver, W. L.) 136–145 (IUCN, 1993).Caldecott, J. & Caldecott, S. A horde of pork. New Sci. 110, 32–35 (1985).
Google Scholar
Liu, J. et al. Prevalence of African Swine Fever in China, 2018-2019. J. Med. Virol. 92, 1023–1034 (2020).Article
CAS
Google Scholar
Food and Agriculture Organization of the United Nations. Agriculture and Consumer Protection Department. ASF situation in Asia & Pacific update. http://www.fao.org/ag/againfo/programmes/en/empres/ASF/situation_update.html (2021).Luskin, M. S. & Potts, M. D. Microclimate and habitat heterogeneity through the oil palm lifecycle. Basic Appl. Ecol. 12, 540–551 (2011).Article
Google Scholar
Wong, S. T., Servheen, C., Ambu, L. & Norhayati, A. Impacts of fruit production cycles on Malayan sun bears and bearded pigs in lowland tropical forest of Sabah, Malaysian Borneo. J. Trop. Ecol. 21, 627–639 (2005).Article
Google Scholar
Corner, E. J. H. The complex of Ficus deltoidea; a recent invasion of the Sunda shelf. Philos. Trans. R. Soc. B: Biol. Sci. 256, 281–317 (1969).
Google Scholar
Pothasin, P., Compton, S. G. & Wangpakapattanawong, P. Riparian Ficus tree communities: the distribution and abundance of riparian fig trees in Northern Thailand. PLoS ONE. https://doi.org/10.1371/journal.pone.0108945 (2014).Article
Google Scholar
Declaration on the Heart of Borneo Initiative. Brunei Darussalam, Indonesia, and Malaysia. https://wwf.panda.org/discover/knowledge_hub/where_we_work/borneo_forests/about_borneo_forests/declaration/ (2007).Keong, C. Y. & Onuma, A. Transboundary ecological conservation, environmental value, and environmental sustainability: lessons from the Heart of Borneo. Sustainability https://doi.org/10.3390/su13179727 (2021).Article
Google Scholar
Neumann, W. et al. Hunting as land use: understanding the spatial associations among hunting, agriculture, and forestry. Ecol. Soc. https://doi.org/10.5751/ES-12882-270102 (2022).Article
Google Scholar
Shaffer, C. A. et al. Integrating ethnography and hunting sustainability modeling for primate conservation in an Indigenous reserve in Guyana. Int. J. Primatol. 39, 945–968 (2018).Article
Google Scholar
Popp, J. N., Priadka, P. & Kozmik, C. The rise of moose co-management and integration of Indigenous knowledge. Hum. Dimens. of Wildl. 24, 159–167 (2019).Article
Google Scholar
Breton-Honeyman, K. Beluga whale stewardship and collaborative research practices among Indigenous peoples in the Arctic. Polar Res. https://doi.org/10.33265/polar.v40.5522 (2021).Article
Google Scholar
Wildlife Conservation Enactment 1997. No. 6 of 1997. State of Sabah. https://www.sabahlaw.com/WILDLIFE_ENACTMENT.pdf.Wild Life Protection Ordinance, 1998. Chapter 26. Laws of Sarawak. https://www.sarawakforestry.com/pdf/laws/wildlife_protection_ordinance98_chap26.pdf.Wilting, A., Fischer, F., Bakar, S. A. & Linsenmair, K. E. Clouded leopards, the secretive top carnivore of South-East Asian rainforests: their distribution, status and conservation needs in Sabah, Malaysia. BMC Ecol. https://doi.org/10.1186/1472-6785-6-16 (2006).Article
Google Scholar
Bernard, H. et al. Camera-trapping survey of mammals in and around Imbak Canyon Conservation Area in Sabah, Malaysian Borneo. Raffles Bull. Zool. 61, 861–870 (2013).
Google Scholar
Mohd-Azlan, J., Yi, M. C. K., Lip, B. & Hon, J. Camera trapping of wildlife in the newly established Baleh National Park, Sarawak. J. Sustain. Sci. Manag. 14, 38–51 (2019).
Google Scholar
Miettinen, J., Shi, C. & Liew, S. C. 2015 Land cover map of Southeast Asia at 250 m spatial resolution. Remote Sens. Lett. 7, 701–710 (2016).Article
Google Scholar
Pekel, J.-F., Cottam, A., Gorelick, N. & Belward, A. S. High-resolution mapping of global surface water and its long-term changes. Nature 540, 418–422 (2016).Article
CAS
Google Scholar
Gaveau, D. L. A., Salim, M. & Arjasakusuma, S. Deforestation and industrial plantations development in Borneo. Center for International Forestry Research (CIFOR). https://doi.org/10.17528/CIFOR/DATA.00049.UNEP-WCMC & IUCN. Protected planet: the world database on protected areas (WDPA). https://developers.google.com/earth-engine/datasets/catalog/WCMC_WDPA_current_polygons.Farr, T. G. et al. The shuttle radar topography mission. Rev. Geophys. https://doi.org/10.1029/2005RG000183 (2007).Article
Google Scholar
Dimiceli, C. et al. MOD44B MODIS/Terra Vegetation Continuous Fields Yearly L3 Global 250m SIN Grid V006. NASA EOSDIS Land Processes DAAC. https://doi.org/10.5067/MODIS/MOD44B.006 (2015).Article
Google Scholar
Zuur, A., Ieno, E. N., Walker, N., Saveliev, A. A. & Smith, G. M. Mixed effects models and extensions in ecology with R. 574 (Springer, 2009).R Development Core Team. R: A Language and Environment for Statistical Computing. https://www.r-project.org/ (R Foundation for Statistical Computing, 2019).Fiske, I. & Chandler, R. unmarked: an R package for fitting hierarchical models of wildlife occurrence and abundance. J. Stat. Softw. 43, 1–23, (2011) http://www.jstatsoft.org/v43/i10/.Article
Google Scholar
MacKenzie, D. I. et al. Estimating site occupancy rates when detection probabilities are less than one. Ecology 83, 2248–2255 (2002).Article
Google Scholar
Petracca, L. S. et al. Robust inference on large-scale species habitat use with interview data: the status of jaguars outside protected areas in Central America. J. Appl. Ecol. 55, 723–734 (2018).Article
Google Scholar
Gould, M. J., Gould, W. R., Cain, J. W. III. & Roemer, G. W. Validating the performance of occupancy models for estimating habitat use and predicting the distribution of highly-mobile species: a case study using the American black bear. Biol. Conserv. 234, 28–36 (2019).Article
Google Scholar
Niedballa, J., Sollmann, R., Courtiol, A. & Wilting, A. camtrapR: an R package for efficient camera trap data management. Methods Ecol. Evol. 7, 1457–1462 (2016).Article
Google Scholar
Bartoń, K. 2020. MuMIn: multi-model inference. R package version 1.43.17. https://cran.r-project.org/web/packages/MuMIn/index.html.Cobox, M. E., Peterson, A. T., Barve, N. & Osorio-Olvera, L. kuenm: an R package for detailed development of ecological niche models using Maxent. PeerJ. https://doi.org/10.7717/peerj.6281 (2019).Article
Google Scholar
Wickham, H. & Chang, W. Package ‘ggplot2’. https://cran.microsoft.com/snapshot/2015-01-06/web/packages/ggplot2/ggplot2.pdf (2014).Mazerolle, M. J. Model selection and multimodel inference using the AICcmodavg package. https://mirror.marwan.ma/cran/web/packages/AICcmodavg/vignettes/AICcmodavg.pdf (2020). More