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State-space models reveal a continuing elephant poaching problem in most of Africa

The most comprehensive data on poaching of African elephants comes from the Monitoring the Illegal Killing of Elephants (MIKE) program, which reports numbers of illegally killed carcasses encountered by rangers. Recent studies utilizing MIKE data have reported that poaching of African elephants peak...

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Autores principales: Schlossberg, Scott, Chase, Michael J., Gobush, Kathleen S., Wasser, Samuel K., Lindsay, Keith
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7311459/
https://www.ncbi.nlm.nih.gov/pubmed/32576862
http://dx.doi.org/10.1038/s41598-020-66906-w
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author Schlossberg, Scott
Chase, Michael J.
Gobush, Kathleen S.
Wasser, Samuel K.
Lindsay, Keith
author_facet Schlossberg, Scott
Chase, Michael J.
Gobush, Kathleen S.
Wasser, Samuel K.
Lindsay, Keith
author_sort Schlossberg, Scott
collection PubMed
description The most comprehensive data on poaching of African elephants comes from the Monitoring the Illegal Killing of Elephants (MIKE) program, which reports numbers of illegally killed carcasses encountered by rangers. Recent studies utilizing MIKE data have reported that poaching of African elephants peaked in 2011 and has been decreasing through 2018. Closer examination of these studies, however, raises questions about the conclusion that poaching is decreasing throughout the continent. To provide more accurate information on trends in elephant poaching, we analyzed MIKE data using state-space models. State-space models account for missing data and the error inherent when sampling carcasses. Using the state-space model, for 2011–2018, we found no significant temporal trends in rates of illegal killing for Southern, Central and Western Africa. Only in Eastern Africa have poaching rates decreased substantially since 2011. For Africa as a whole, poaching did decline for 2011–2018, but the decline was entirely due to Eastern African sites. Our results suggest that poaching for ivory has not diminished across most of Africa since 2011. Continued vigilance and anti-poaching efforts will be necessary to combat poaching and to conserve African elephants.
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spelling pubmed-73114592020-06-25 State-space models reveal a continuing elephant poaching problem in most of Africa Schlossberg, Scott Chase, Michael J. Gobush, Kathleen S. Wasser, Samuel K. Lindsay, Keith Sci Rep Article The most comprehensive data on poaching of African elephants comes from the Monitoring the Illegal Killing of Elephants (MIKE) program, which reports numbers of illegally killed carcasses encountered by rangers. Recent studies utilizing MIKE data have reported that poaching of African elephants peaked in 2011 and has been decreasing through 2018. Closer examination of these studies, however, raises questions about the conclusion that poaching is decreasing throughout the continent. To provide more accurate information on trends in elephant poaching, we analyzed MIKE data using state-space models. State-space models account for missing data and the error inherent when sampling carcasses. Using the state-space model, for 2011–2018, we found no significant temporal trends in rates of illegal killing for Southern, Central and Western Africa. Only in Eastern Africa have poaching rates decreased substantially since 2011. For Africa as a whole, poaching did decline for 2011–2018, but the decline was entirely due to Eastern African sites. Our results suggest that poaching for ivory has not diminished across most of Africa since 2011. Continued vigilance and anti-poaching efforts will be necessary to combat poaching and to conserve African elephants. Nature Publishing Group UK 2020-06-23 /pmc/articles/PMC7311459/ /pubmed/32576862 http://dx.doi.org/10.1038/s41598-020-66906-w Text en © The Author(s) 2020 Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons license and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/.
spellingShingle Article
Schlossberg, Scott
Chase, Michael J.
Gobush, Kathleen S.
Wasser, Samuel K.
Lindsay, Keith
State-space models reveal a continuing elephant poaching problem in most of Africa
title State-space models reveal a continuing elephant poaching problem in most of Africa
title_full State-space models reveal a continuing elephant poaching problem in most of Africa
title_fullStr State-space models reveal a continuing elephant poaching problem in most of Africa
title_full_unstemmed State-space models reveal a continuing elephant poaching problem in most of Africa
title_short State-space models reveal a continuing elephant poaching problem in most of Africa
title_sort state-space models reveal a continuing elephant poaching problem in most of africa
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7311459/
https://www.ncbi.nlm.nih.gov/pubmed/32576862
http://dx.doi.org/10.1038/s41598-020-66906-w
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