Pangolins in global camera trap data: Implications for ecological monitoring

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dc.contributor.authorKhwaja, Hannahen
dc.contributor.authorBuchan, Claireen
dc.contributor.authorWearn, Oliver R.en
dc.contributor.authorBahaa-el-din, Lailaen
dc.contributor.authorBantlin, Drewen
dc.contributor.authorBernard, Henryen
dc.contributor.authorBitariho, Roberten
dc.contributor.authorBohm, Torstenen
dc.contributor.authorBorah, Jimmyen
dc.contributor.authorBrodie, Jedediahen
dc.contributor.authorChutipong, Wanlopen
dc.contributor.authordu Preez, Byronen
dc.contributor.authorEbang-Mbele, Alexen
dc.contributor.authorEdwards, Sarahen
dc.contributor.authorFairet, Emilieen
dc.contributor.authorFrechette, Jackson L.en
dc.contributor.authorGarside, Adrianen
dc.contributor.authorGibson, Lukeen
dc.contributor.authorGiordano, Anthonyen
dc.contributor.authorGopi, Govindan Veeraswamien
dc.contributor.authorGranados, Alysen
dc.contributor.authorGubbi, Sanjayen
dc.contributor.authorHarich, Franziskaen
dc.contributor.authorHaurez, Barbaraen
dc.contributor.authorHavmoller, Rasmus W.en
dc.contributor.authorHelmy, Olgaen
dc.contributor.authorIsbell, Lynne A.en
dc.contributor.authorJenks, Kateen
dc.contributor.authorKalle, Riddhikaen
dc.contributor.authorKamjing, Anuchaen
dc.contributor.authorKhamcha, Daphawanen
dc.contributor.authorKiebou-Opepa, Cisqueten
dc.contributor.authorKinnaird, Margareten
dc.contributor.authorKruger, Carolineen
dc.contributor.authorLaudisoit, Anneen
dc.contributor.authorLynam, Antonyen
dc.contributor.authorMacdonald, Suzanne E.en
dc.contributor.authorMathai, Johnen
dc.contributor.authorSienne, Julia Metsioen
dc.contributor.authorMeier, Ameliaen
dc.contributor.authorMills, Daviden
dc.contributor.authorMohd-Azlan, Jayasilanen
dc.contributor.authorNakashima, Yoshihiroen
dc.contributor.authorNash, Helen C.en
dc.contributor.authorNgoprasert, Dusiten
dc.contributor.authorNguyen, Anen
dc.contributor.authorO'Brien, Timothy J.en
dc.contributor.authorOlson, Daviden
dc.contributor.authorOrbell, Christopheren
dc.contributor.authorPoulsen, Johnen
dc.contributor.authorRamesh, Tharmalingamen
dc.contributor.authorReeder, DeeAnnen
dc.contributor.authorReyna, Rafaelen
dc.contributor.authorRich, Lindsey N.en
dc.contributor.authorRode-Margono, Johannaen
dc.contributor.authorRovero, Francescoen
dc.contributor.authorSheil, Douglasen
dc.contributor.authorShirley, Matthew H.en
dc.contributor.authorStratford, Kenen
dc.contributor.authorSukumal, Nitien
dc.contributor.authorSuwanrat, Saranphaten
dc.contributor.authorTantipisanuh, Naruemonen
dc.contributor.authorTilker, Andrewen
dc.contributor.authorVan Berkel, Timen
dc.contributor.authorVan der Weyde, Leanne K.en
dc.contributor.authorVarney, Matthewen
dc.contributor.authorWeise, Florianen
dc.contributor.authorWiesel, Ingriden
dc.contributor.authorWilting, Andreasen
dc.contributor.authorWong, Seth T.en
dc.contributor.authorWaterman, Carlyen
dc.contributor.authorChallender, Daniel W. S.en
dc.contributor.departmentFish and Wildlife Conservationen
dc.date.accessioned2020-02-11T14:19:23Zen
dc.date.available2020-02-11T14:19:23Zen
dc.date.issued2019-10en
dc.description.abstractDespite being heavily exploited, pangolins (Pholidota: Manidae) have been subject to limited research, resulting in a lack of reliable population estimates and standardised survey methods for the eight extant species. Camera trapping represents a unique opportunity for broad-scale collaborative species monitoring due to its largely nondiscriminatory nature, which creates considerable volumes of data on a relatively wide range of species. This has the potential to shed light on the ecology of rare, cryptic and understudied taxa, with implications for conservation decision-making. We undertook a global analysis of available pangolin data from camera trapping studies across their range in Africa and Asia. Our aims were (1) to assess the utility of existing camera trapping efforts as a method for monitoring pangolin populations, and (2) to gain insights into the distribution and ecology of pangolins. We analysed data collated from 103 camera trap surveys undertaken across 22 countries that fell within the range of seven of the eight pangolin species, which yielded more than half a million trap nights and 888 pangolin encounters. We ran occupancy analyses on three species (Sunda pangolin Manis javanica, white-bellied pangolin Phataginus tricuspis and giant pangolin Smutsia gigantea). Detection probabilities varied with forest cover and levels of human influence for P. tricuspis, but were low (<0.05) for all species. Occupancy was associated with distance from rivers for M. javanica and S. gigantea, elevation for P. tricuspis and S. gigantea, forest cover for P. tricuspis and protected area status for M. javanica and P. tricuspis. We conclude that camera traps are suitable for the detection of pangolins and large-scale assessment of their distributions. However, the trapping effort required to monitor populations at any given study site using existing methods appears prohibitively high. This may change in the future should anticipated technological and methodological advances in camera trapping facilitate greater sampling efforts and/or higher probabilities of detection. In particular, targeted camera placement for pangolins is likely to make pangolin monitoring more feasible with moderate sampling efforts. (c) 2019 The Authors. Published by Elsevier B.V.en
dc.description.notesThank you to the many individuals and institutions who generously made their data available for this study, and to the Zoological Society of London and donors to the IUCN SSC Pangolin Specialist Group for supporting the time of HK and CB during their research internships. The authors are grateful to Fondation Segr~e for supporting this research. AL would like to thank the Biodiversity Monitoring Centre (Centre de Surveillance de la Biodiversit ~e) at the Faculty of Sciences of the University of Kisangani and the Centre for International Forestry Research (CIFOR) for financial, academic and logistical support. AM would like to thank Agence Nationale des Parcs Nationaux and Centre National de la Recherche Scientifique et Technologique for kindly granting permission to conduct research in Gabon. CKO and TB would like to thank the Nouabal~e-Ndoki Foundation and Ministry of Forest Economy, Republic of Congo for kindly providing research permissions. GVG would like to gratefully thank the Department of Science and Technology, Government of India for their funding (DST. No. SR/S0/AS-100/2007), Mr. K. M. Selvan and Mr. S. Lyngdoh for their support in field data collection, and the Department of Environment & Forest, Government of Arunachal Pradesh for permissions. JAMwas supported by Ministry of Education Malaysia (NRGS 2013/1088/02). LAI acknowledges support from the U.S. National Science Foundation (BCS 1266389). ORW was supported by an AXA Research Fellowship. SE would like to thank R. Mueller and R. Roder for their input into data processing. Some data in this publication was provided by the Tropical Ecology Assessment and Monitoring (TEAM) Network, a collaboration between Conservation International, the Smithsonian Institution, and the Wildlife Conservation Society, and partially funded by these institutions, the Gordon and Betty Moore Foundation, and other donors.en
dc.description.sponsorshipFondation Segr~e; Biodiversity Monitoring Centre (Centre de Surveillance de la Biodiversit ~e) at the Faculty of Sciences of the University of Kisangani; Centre for International Forestry Research (CIFOR); Department of Science and Technology, Government of India (DST)Department of Science & Technology (India) [SR/S0/AS-100/2007]; Ministry of Education MalaysiaMinistry of Education, Malaysia [NRGS 2013/1088/02]; U.S. National Science FoundationNational Science Foundation (NSF) [BCS 1266389]; AXA Research Fellowship; Gordon and Betty Moore FoundationGordon and Betty Moore Foundationen
dc.format.mimetypeapplication/pdfen
dc.identifier.doihttps://doi.org/10.1016/j.gecco.2019.e00769en
dc.identifier.issn2351-9894en
dc.identifier.othere00769en
dc.identifier.urihttp://hdl.handle.net/10919/96795en
dc.identifier.volume20en
dc.language.isoenen
dc.rightsCreative Commons Attribution NonCommercial NoDerivs 4.0 Internationalen
dc.rights.urihttp://creativecommons.org/licenses/by-nc-nd/4.0/en
dc.subjectCamera trapen
dc.subjectDetectionen
dc.subjectOccupancy modellingen
dc.subjectPangolinen
dc.subjectMacroecologyen
dc.subjectMonitoringen
dc.titlePangolins in global camera trap data: Implications for ecological monitoringen
dc.title.serialGlobal Ecology and Conservationen
dc.typeArticle - Refereeden
dc.type.dcmitypeTexten
dc.type.dcmitypeStillImageen

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