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Chen C, Granados A, Brodie JF, Kays R, Davies TJ, Liu R, Fisher JT, Ahumada J, McShea W, Sheil D, Mohd-Azlan J, Agwanda B, Andrianarisoa MH, Appleton RD, Bitariho R, Espinosa S, Grigione MM, Helgen KM, Hubbard A, Hurtado CM, Jansen PA, Jiang X, Jones A, Kalies EL, Kiebou-Opepa C, Li X, Lima MGM, Meyer E, Miller AB, Murphy T, Piana R, Quan RC, Rota CT, Rovero F, Santos F, Schuttler S, Uduman A, van Bommel JK, Young H, Burton AC. Combining camera trap surveys and IUCN range maps to improve knowledge of species distributions. CONSERVATION BIOLOGY : THE JOURNAL OF THE SOCIETY FOR CONSERVATION BIOLOGY 2024; 38:e14221. [PMID: 37937455 DOI: 10.1111/cobi.14221] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/05/2022] [Revised: 10/05/2023] [Accepted: 10/31/2023] [Indexed: 11/09/2023]
Abstract
Reliable maps of species distributions are fundamental for biodiversity research and conservation. The International Union for Conservation of Nature (IUCN) range maps are widely recognized as authoritative representations of species' geographic limits, yet they might not always align with actual occurrence data. In recent area of habitat (AOH) maps, areas that are not habitat have been removed from IUCN ranges to reduce commission errors, but their concordance with actual species occurrence also remains untested. We tested concordance between occurrences recorded in camera trap surveys and predicted occurrences from the IUCN and AOH maps for 510 medium- to large-bodied mammalian species in 80 camera trap sampling areas. Across all areas, cameras detected only 39% of species expected to occur based on IUCN ranges and AOH maps; 85% of the IUCN only mismatches occurred within 200 km of range edges. Only 4% of species occurrences were detected by cameras outside IUCN ranges. The probability of mismatches between cameras and the IUCN range was significantly higher for smaller-bodied mammals and habitat specialists in the Neotropics and Indomalaya and in areas with shorter canopy forests. Our findings suggest that range and AOH maps rarely underrepresent areas where species occur, but they may more often overrepresent ranges by including areas where a species may be absent, particularly at range edges. We suggest that combining range maps with data from ground-based biodiversity sensors, such as camera traps, provides a richer knowledge base for conservation mapping and planning.
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Affiliation(s)
- Cheng Chen
- Department of Forest Resources Management, University of British Columbia, Vancouver, British Columbia, Canada
- Biodiversity Research Centre, University of British Columbia, Vancouver, British Columbia, Canada
| | - Alys Granados
- Department of Forest Resources Management, University of British Columbia, Vancouver, British Columbia, Canada
- Biodiversity Research Centre, University of British Columbia, Vancouver, British Columbia, Canada
- Felidae Conservation Fund, Mill Valley, California, USA
| | - Jedediah F Brodie
- Division of Biological Sciences and Wildlife Biology Program, University of Montana, Missoula, Montana, USA
| | - Roland Kays
- North Carolina Museum of Natural Sciences, Raleigh, North Carolina, USA
- Department of Forestry and Environmental Resources, North Carolina State University, Raleigh, North Carolina, USA
| | - T Jonathan Davies
- Biodiversity Research Centre, University of British Columbia, Vancouver, British Columbia, Canada
- Department of Botany, University of British Columbia, Vancouver, British Columbia, Canada
- Department of Forest and Conservation Sciences, University of British Columbia, Vancouver, British Columbia, Canada
| | - Runzhe Liu
- Department of Forest Resources Management, University of British Columbia, Vancouver, British Columbia, Canada
- Biology Department, Lund University, Lund, Sweden
| | - Jason T Fisher
- School of Environmental Studies, University of Victoria, Victoria, British Columbia, Canada
| | - Jorge Ahumada
- Moore Center for Science, Conservation International, Arlington, Virginia, USA
| | - William McShea
- Conservation Ecology Center, Smithsonian's National Zoo & Conservation Biology Institute, Front Royal, Virginia, USA
| | - Douglas Sheil
- Forest Ecology and Forest Management Group, Wageningen University & Research, Wageningen, The Netherlands
- Department of Ecology and Natural Resource Management, Norwegian University of Life Sciences, Akershus, Norway
- Center for International Forestry Research, Bogor, Indonesia
| | - Jayasilan Mohd-Azlan
- Institute of Biodiversity and Environmental Conservation, Universiti Malaysia Sarawak, Kota Samarahan, Malaysia
| | | | | | - Robyn D Appleton
- Department of Forest and Conservation Sciences, University of British Columbia, Vancouver, British Columbia, Canada
- Spectacled Bear Conservation Society Peru, Lambayeque, Peru
| | - Robert Bitariho
- Institute of Tropical Forest Conservation, Mbarara University of Science and Technology, Mbarara, Uganda
| | - Santiago Espinosa
- Facultad de Ciencias, Universidad Autónoma de San Luis Potosí, San Luis Potosí, México
- Escuela de Ciencias Biológicas, Pontificia Universidad Católica del Ecuador, Quito, Ecuador
| | | | - Kristofer M Helgen
- Australian Museum Research Institute, Australian Museum, Sydney, New South Wales, Australia
| | - Andy Hubbard
- National Park Service, Sonoran Desert Network, Tucson, Arizona, USA
| | - Cindy M Hurtado
- Department of Forest Resources Management, University of British Columbia, Vancouver, British Columbia, Canada
- Biodiversity Research Centre, University of British Columbia, Vancouver, British Columbia, Canada
| | - Patrick A Jansen
- Wildlife Ecology and Conservation Group, Wageningen University & Research, Wageningen, The Netherlands
- Smithsonian Tropical Research Institute, Panamá, República de Panamá
| | - Xuelong Jiang
- State Key Laboratory of Genetic Resources and Evolution, Kunming Institute of Zoology, Chinese Academy of Sciences, Kunming, China
| | - Alex Jones
- Campus Natural Reserves, University of California, Santa Cruz, Santa Cruz, California, USA
| | | | | | - Xueyou Li
- State Key Laboratory of Genetic Resources and Evolution, Kunming Institute of Zoology, Chinese Academy of Sciences, Kunming, China
| | | | - Erik Meyer
- Sequoia & Kings Canyon National Parks, Three Rivers, California, USA
| | - Anna B Miller
- Department of Environment and Society, Institute of Outdoor Recreation and Tourism, Utah State University, Logan, Utah, USA
| | - Thomas Murphy
- Department of Anthropology, Edmonds College, Lynwood, Washington, USA
| | - Renzo Piana
- Spectacled Bear Conservation Society Peru, Lambayeque, Peru
| | - Rui-Chang Quan
- Center for Integrative Conservation, Xishuangbanna Tropical Botanical Garden, Chinese Academy of Sciences, Mengla, China
| | - Christopher T Rota
- Division of Forestry and Natural Resources, West Virginia University, Morgantown, West Virginia, USA
| | - Francesco Rovero
- Department of Biology, University of Florence, Trento, Italy
- MUSE - Museo delle Scienze, Trento, Italy
| | | | | | - Aisha Uduman
- Department of Forest Resources Management, University of British Columbia, Vancouver, British Columbia, Canada
- Biodiversity Research Centre, University of British Columbia, Vancouver, British Columbia, Canada
| | - Joanna Klees van Bommel
- Department of Forest Resources Management, University of British Columbia, Vancouver, British Columbia, Canada
- Biodiversity Research Centre, University of British Columbia, Vancouver, British Columbia, Canada
| | - Hilary Young
- Department of Ecology, Evolution and Marine Biology, University of California, Santa Barbara, California, USA
| | - A Cole Burton
- Department of Forest Resources Management, University of British Columbia, Vancouver, British Columbia, Canada
- Biodiversity Research Centre, University of British Columbia, Vancouver, British Columbia, Canada
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You Z, Lu B, Du B, Liu W, Jiang Y, Ruan G, Yang N. Spatio-Temporal Niche of Sympatric Tufted Deer ( Elaphodus cephalophus) and Sambar ( Rusa unicolor) Based on Camera Traps in the Gongga Mountain National Nature Reserve, China. Animals (Basel) 2022; 12:ani12192694. [PMID: 36230435 PMCID: PMC9559643 DOI: 10.3390/ani12192694] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/21/2022] [Revised: 09/22/2022] [Accepted: 10/04/2022] [Indexed: 11/05/2022] Open
Abstract
Simple Summary The broad adoption of camera traps in wildlife monitoring leads to a better understanding of the distribution and activity patterns of wild animals. In this study, two endangered wild animals distributed in the Gongga Mountain National Nature Reserve, the tufted deer (Elaphodus cephalophus) and sambar (Rusa unicolor), were investigated for habitat suitability and rhythm activity patterns based on 9-year (2012–2021) camera-trap data. The results revealed that the suitable range of the major environmental factors and the distribution range of tufted deer in the reserve were greater than those of sambar. The daily activity peaks in tufted deer and sambar were both at dusk and dawn, but sambar stayed active during the evening. Abstract Clarifying the distribution pattern and overlapping relationship of sympatric relative species in the spatio-temporal niche is of great significance to the basic theory of community ecology and integrated management of multi-species habitats in the same landscape. In this study, based on a 9-year dataset (2012–2021) from 493 camera-trap sites in the Gongga Mountain National Nature Reserve, we analyzed the habitat distributions and activity patterns of tufted deer (Elaphodus cephalophus) and sambar (Rusa unicolor). (1) Combined with 235 and 153 valid presence sites of tufted deer and sambar, the MaxEnt model was used to analyze the distribution of the two species based on 11 ecological factors. The distribution areas of the two species were 1038.40 km2 and 692.67 km2, respectively, with an overlapping area of 656.67 km2. Additionally, the overlap indexes Schoener’s D (D) and Hellinger’s-based I (I) were 0.703 and 0.930, respectively. (2) Based on 10,437 and 5203 independent captures of tufted deer and sambar, their daily activity rhythms were calculated by using the kernel density estimation. The results showed that the daily activity peak in the two species appeared at dawn and dusk; however, the activity peak in tufted deer at dawn and dusk was later and earlier than sambar, respectively. Our findings revealed the spatio-temporal niche relationship between tufted deer and sambar, contributing to a further understanding of the coexistence mechanism and providing scientific information for effective wild animal conservation in the reserve and other areas in the southeastern edge of the Qinghai–Tibetan Plateau.
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Affiliation(s)
- Zhiyuan You
- Institute of Qinghai-Tibetan Plateau, Southwest Minzu University, Chengdu 610041, China
| | - Bigeng Lu
- Institute of Qinghai-Tibetan Plateau, Southwest Minzu University, Chengdu 610041, China
| | - Beibei Du
- Zoololical Society of Sichuan Province, Chengdu 610065, China
| | - Wei Liu
- School of Animal and Veterinary Sciences, Southwest Minzu University, Chengdu 610041, China
| | - Yong Jiang
- Gongga Mountain National Nature Reserve Adiministration Bureau, Kangding 626000, China
| | - Guangfa Ruan
- Gongga Mountain National Nature Reserve Adiministration Bureau, Kangding 626000, China
| | - Nan Yang
- Institute of Qinghai-Tibetan Plateau, Southwest Minzu University, Chengdu 610041, China
- Correspondence: ; Tel.:+86-13880967992
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Hampton JO, Eccles G, Hunt R, Bengsen AJ, Perry AL, Parker S, Miller CJ, Joslyn SK, Stokke S, Arnemo JM, Hart Q. A comparison of fragmenting lead-based and lead-free bullets for aerial shooting of wild pigs. PLoS One 2021; 16:e0247785. [PMID: 33705434 PMCID: PMC7951828 DOI: 10.1371/journal.pone.0247785] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/02/2020] [Accepted: 02/16/2021] [Indexed: 11/17/2022] Open
Abstract
In response to the health threats posed by toxic lead to humans, scavenging wildlife and the environment, there is currently a focus on transitioning from lead-based to lead-free bullets for shooting of wild animals. We compared efficiency metrics and terminal ballistic performance for lead-based and lead-free (non-lead) bullets for aerial shooting of wild pigs (Sus scrofa) in eastern Australia. Ballistic testing revealed that lead-based and lead-free bullets achieved similar performance in precision and muzzle kinetic energy (E0) levels (3337.2 J and 3345.7 J, respectively). An aerial shooting trial was conducted with wild pigs shot with one type of lead-based and one type of lead-free bullets under identical conditions. Observations were made from 859 shooting events (n = 430 and 429 respectively), with a sub-set of pigs examined via gross post-mortem (n = 100 and 108 respectively), and a further sub-set examined via radiography (n = 94 and 101 respectively). The mean number of bullets fired per pig killed did not differ greatly between lead-based and lead-free bullets respectively (4.09 vs 3.91), nor did the mean number of bullet wound tracts in each animal via post-mortem inspection (3.29 vs 2.98). However, radiography revealed a higher average number of fragments per animal (median >300 vs median = 55) and a broader distribution of fragments with lead-based bullets. Our results suggest that lead-based and lead-free bullets are similarly effective for aerial shooting of wild pigs, but that the bullet types behave differently, with lead-based bullets displaying a higher degree of fragmentation. These results suggest that aerial shooting may be a particularly important contributor to scavenging wildlife being exposed to lead and that investigation of lead-free bullets for this use should continue.
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Affiliation(s)
- Jordan O Hampton
- Faculty of Veterinary and Agricultural Sciences, University of Melbourne, Parkville, Australia.,School of Veterinary and Life Sciences, Murdoch University, Murdoch, Western Australia, Australia
| | - Grant Eccles
- New South Wales National Parks and Wildlife Service, Hurstville, New South Wales, Australia
| | - Rob Hunt
- New South Wales National Parks and Wildlife Service, Hurstville, New South Wales, Australia
| | - Andrew J Bengsen
- Vertebrate Pest Research Unit, NSW Department of Primary Industries, Orange, NSW, Australia
| | - Andrew L Perry
- Faculty of Veterinary and Agricultural Sciences, University of Melbourne, Parkville, Australia
| | - Steve Parker
- New South Wales National Parks and Wildlife Service, Hurstville, New South Wales, Australia
| | - Corissa J Miller
- Faculty of Veterinary and Agricultural Sciences, University of Melbourne, Parkville, Australia
| | | | | | - Jon M Arnemo
- Department of Forestry and Wildlife Management, Faculty of Applied Ecology and Agricultural Sciences, Inland Norway University of Applied Sciences, Koppang, Norway.,Department of Wildlife, Fish and Environmental Studies, Swedish University of Agricultural Sciences, Umeå, Sweden
| | - Quentin Hart
- New South Wales Department of Primary Industries, Queanbeyan, New South Wales, Australia
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