Affiliations 

  • 1 Asian School of the Environment, Nanyang Technological University, Singapore, Singapore
  • 2 Fauna & Flora International, Jambi, Indonesia
  • 3 School of the Environment, University of Queensland, Brisbane, Queensland, Australia
  • 4 HUTAN, Kinabatangan, Malaysia
  • 5 WildCRU, Department of Zoology, University of Oxford, Oxford, UK
  • 6 Department of Forest Science and Biodiversity, Faculty of Forestry and Environment, Universiti Putra Malaysia, Serdang, Malaysia
  • 7 Institute for Tropical Biology and Conservation, Universiti Malaysia Sabah, Kota Kinabalu, Malaysia
  • 8 Wildlife Biology, University of Montana, Missoula, Montana, USA
  • 9 Department of Biological Sciences, Sunway University, Petaling Jaya, Malaysia
  • 10 Sabah Landscape Programme, World Wildlife Fund, Kota Kinabalu, Malaysia
  • 11 Durrell Institute of Conservation and Ecology (DICE), University of Kent, Canterbury, UK
  • 12 Indonesia Program, Zoological Society of London, London, UK
  • 13 Department of Statistics, University of Oxford, Oxford, UK
  • 14 Wildlife Research Division, "Department of National Parks, Plant, and Wildlife Conservation", Bangkok, Thailand
  • 15 Pro Natura Foundation, Balikpapan, Indonesia
  • 16 School of Biosciences, Cardiff University, Cardiff, UK
  • 17 Felidae Conservation Fund, Mill Valley, California, USA
  • 18 Malaysia Program, World Wildlife Fund, Kuching, Malaysia
  • 19 Conservation Medicine, Sungai Buloh, Malaysia
  • 20 Wildlife Ecology and Conservation, Wageningen University, Wageningen, Netherlands
  • 21 Malaysian Conservation Alliance for Tigers (MYCAT), Kuala Lumpur, Malaysia
  • 22 Mpala Research Centre, Nanyuki, Kenya
  • 23 Viet Nam Country Program, Wildlife Conservation Society, New York, New York, USA
  • 24 Indonesia Program, Wildlife Conservation Society, Bogor, Indonesia
  • 25 Regional Veterinary Epidemiological Observatory, Istituto Zooprofilattico Sperimentale della Sardegna, Cagliari, Italy
  • 26 Thailand Program, Wildlife Conservation Society, Nonthaburi, Thailand
  • 27 Borneo Futures, Bandar Seri Begawan, Brunei
  • 28 Department of Biology, Universiti Malaysia Sarawak, Kota Samarahan, Malaysia
  • 29 Environmental Science, SUSTech University, Shenzhen, China
  • 30 Borneo Rhino Alliance, Kota Kinabalu, Malaysia
  • 31 Conservation Ecology, King Mongkut's University of Technology Thonburi, Thon Buri, Thailand
  • 32 Department of Biology, Andalas University, Padang, Indonesia
  • 33 Wildlife Conservation Society, New York, New York, USA
  • 34 Graduate School of Environmental Management, Pakuan University, Bogor, Indonesia
  • 35 Malaysia Program, Wildlife Conservation Society, New York, New York, USA
  • 36 Conservation Programme, South East Asia Rainforest Research Partnership (SEARRP), Kota Kinabalu, Malaysia
  • 37 Faculty of Forestry, Mulawarman University, Kota Samarinda, Indonesia
  • 38 Biodiversity Division, United Plantations Berhad-PT Surya Sawit Sejati, Central Kalimantan, Indonesia
  • 39 Cambodia Programme, Fauna & Flora International, Phnom Penh, Cambodia
  • 40 Klongsang Wildlife Research Station, Department of National Park Wildlife and Plant, Khlong Saeng Wildlife Research Station, Bangkok, Thailand
  • 41 World Wildlife Fund-Thailand, Bangkok, Thailand
  • 42 Kasetsart University, Bangkok, Thailand
  • 43 Indonesia Program, World Wildlife Fund, Jakarta, Indonesia
  • 44 Leuser International Foundation, Jakarta, Indonesia
  • 45 Research and Conservation Division, Copenhagen Zoo, Copenhagen, Denmark
  • 46 Vietnam Programme, Fauna & Flora International, Hanoi, Vietnam
  • 47 Conservation Programme, San Diego Zoo, Escondido, California, USA
  • 48 Department of Ecological Dynamics, Leibniz Institute of Zoo and Wildlife Research, Berlin, Germany
  • 49 Bornean Sun Bear Conservation Centre, Sandakan, Malaysia
  • 50 Borneo Project, Berkeley, California, USA
Ecology, 2024 Apr 22.
PMID: 38650359 DOI: 10.1002/ecy.4299

Abstract

Information on tropical Asian vertebrates has traditionally been sparse, particularly when it comes to cryptic species inhabiting the dense forests of the region. Vertebrate populations are declining globally due to land-use change and hunting, the latter frequently referred as "defaunation." This is especially true in tropical Asia where there is extensive land-use change and high human densities. Robust monitoring requires that large volumes of vertebrate population data be made available for use by the scientific and applied communities. Camera traps have emerged as an effective, non-invasive, widespread, and common approach to surveying vertebrates in their natural habitats. However, camera-derived datasets remain scattered across a wide array of sources, including published scientific literature, gray literature, and unpublished works, making it challenging for researchers to harness the full potential of cameras for ecology, conservation, and management. In response, we collated and standardized observations from 239 camera trap studies conducted in tropical Asia. There were 278,260 independent records of 371 distinct species, comprising 232 mammals, 132 birds, and seven reptiles. The total trapping effort accumulated in this data paper consisted of 876,606 trap nights, distributed among Indonesia, Singapore, Malaysia, Bhutan, Thailand, Myanmar, Cambodia, Laos, Vietnam, Nepal, and far eastern India. The relatively standardized deployment methods in the region provide a consistent, reliable, and rich count data set relative to other large-scale pressence-only data sets, such as the Global Biodiversity Information Facility (GBIF) or citizen science repositories (e.g., iNaturalist), and is thus most similar to eBird. To facilitate the use of these data, we also provide mammalian species trait information and 13 environmental covariates calculated at three spatial scales around the camera survey centroids (within 10-, 20-, and 30-km buffers). We will update the dataset to include broader coverage of temperate Asia and add newer surveys and covariates as they become available. This dataset unlocks immense opportunities for single-species ecological or conservation studies as well as applied ecology, community ecology, and macroecology investigations. The data are fully available to the public for utilization and research. Please cite this data paper when utilizing the data.

* Title and MeSH Headings from MEDLINE®/PubMed®, a database of the U.S. National Library of Medicine.