Effects of body size on estimation of mammalian area requirements.
Autor(a) principal: | |
---|---|
Data de Publicação: | 1998 |
Outros Autores: | , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , |
Tipo de documento: | Artigo |
Idioma: | eng |
Título da fonte: | Repositório Institucional da EMBRAPA (Repository Open Access to Scientific Information from EMBRAPA - Alice) |
Texto Completo: | http://www.alice.cnptia.embrapa.br/alice/handle/doc/792404 |
Resumo: | Accurately quantifying species' area requirements is a prerequisite for effective area-based conservation. This typically involves collecting tracking data on species of interest and then conducting home range analyses. Problematically, autocorrelation in tracking data can result in space needs being severely underestimated. Based on the previous work, we hypothesized the magnitude of underestimation varies with body mass, a relationship that could have serious conservation implications. To evaluate this hypothesis for terrestrial mammals, we estimated home-range areas with global positioning system (GPS) locations from 757 individuals across 61 globally distributed mammalian species with body masses ranging from 0.4 to 4000 kg. We then applied blockcross validation to quantify bias in empirical home range estimates. Area requirements of mammals < 10 kg were underestimated by a mean approximately 15%, and species weighing approximately 100 kg were underestimatedby approximately 50% on average. Thus, we found area estimation was subject to autocorrelation induced bias that was worse for large species. Combined with the fact that extinction risk increases as body mass increases, theallometric scaling of bias we observed suggests the most threatened species are also likely to be those with theleast accurate home range estimates. As a correction, we tested whether data thinning or autocorrelation informedhome range estimation minimized the scaling effect of autocorrelation on area estimates. Data thinning requiredan approximately 93% data loss to achieve statistical independence with 95% confidence and was, therefore, nota viable solution. In contrast, autocorrelation informed home range estimation resulted in consistently accurateestimates irrespective of mass. When relating body mass to home range size, we detected that correcting forautocorrelation resulted in a scaling exponent significantly >1, meaning the scaling of the relationship changedsubstantially at the upper end of the mass spectrum. |
id |
EMBR_c33b4cca9bd6ae58d3c52b2bcf85dfd2 |
---|---|
oai_identifier_str |
oai:www.alice.cnptia.embrapa.br:doc/792404 |
network_acronym_str |
EMBR |
network_name_str |
Repositório Institucional da EMBRAPA (Repository Open Access to Scientific Information from EMBRAPA - Alice) |
repository_id_str |
2154 |
spelling |
Effects of body size on estimation of mammalian area requirements.MamíferoConservaçãoComportamento AnimalAnimal behaviorMammalsConservation statusHome rangeAccurately quantifying species' area requirements is a prerequisite for effective area-based conservation. This typically involves collecting tracking data on species of interest and then conducting home range analyses. Problematically, autocorrelation in tracking data can result in space needs being severely underestimated. Based on the previous work, we hypothesized the magnitude of underestimation varies with body mass, a relationship that could have serious conservation implications. To evaluate this hypothesis for terrestrial mammals, we estimated home-range areas with global positioning system (GPS) locations from 757 individuals across 61 globally distributed mammalian species with body masses ranging from 0.4 to 4000 kg. We then applied blockcross validation to quantify bias in empirical home range estimates. Area requirements of mammals < 10 kg were underestimated by a mean approximately 15%, and species weighing approximately 100 kg were underestimatedby approximately 50% on average. Thus, we found area estimation was subject to autocorrelation induced bias that was worse for large species. Combined with the fact that extinction risk increases as body mass increases, theallometric scaling of bias we observed suggests the most threatened species are also likely to be those with theleast accurate home range estimates. As a correction, we tested whether data thinning or autocorrelation informedhome range estimation minimized the scaling effect of autocorrelation on area estimates. Data thinning requiredan approximately 93% data loss to achieve statistical independence with 95% confidence and was, therefore, nota viable solution. In contrast, autocorrelation informed home range estimation resulted in consistently accurateestimates irrespective of mass. When relating body mass to home range size, we detected that correcting forautocorrelation resulted in a scaling exponent significantly >1, meaning the scaling of the relationship changedsubstantially at the upper end of the mass spectrum.MICHAEL J. NOONAN, Smithsonian Conservation Biology Institute, National Zoological Park; CHRISTEN H. FLEMING, University of Maryland; MARLEE A. TUCKER, Senckenberg Biodiversity and Climate Research Centre; ROLAND KAYS, Museum of Natural Sciences, Biodiversity Lab, Raleigh; AUTUMN-LYNN HARRISON, Smithsonian Conservation Biology Institute, Washington, D.C; MARGARET C. CROFOOT, University of California, Davis; BRIANA ABRAHMS, NOAA Southwest Fisheries Science Center; SUSAN C. ALBERTS, Duke University, Durham; ABDULLAHI H. ALI, Hirola Conservation Programme, Garissa; JEANNE ALTMANN, Princeton University; PAMELA CASTRO ANTUNES, Federal University of Mato Grosso do Sul, Campo Grande, MS; NINA ATTIAS, Universidade Federal do Mato Grosso do Sul, Campo Grande; JERROLD L. BELANT, College of Environmental Science and Forestry, Syracuse; DEAN E. BEYER JUNIOR, Michigan Department of Natural Resources; LAURA R. BIDNER, Mpala Research Centre, Nanyuki; NIELS BLAUM, University of Potsdam, Plant Ecology and Nature Conservation; RANDALL B. BOONE, Colorado State University, Fort Collins; DAMIEN CAILLAUD, Colorado State University; ROGERIO CUNHA DE PAULA, Chico Mendes Institute for the Conservation of Biodiversity; J. ANTONIO DE LA TORRE, Universidad Nacional Autónoma de Mexico and CONACyT; JASJA DEKKER, Jasja Dekker Dierecologie; CHRISTOPHER S. DEPERNO, University of Oxford, Tubney House; MOHAMMAD FARHADINIA, Future4Leopards Foundation, Tehran; JULIAN FENNESSY, Giraffe Conservation Foundation, PO; CLAUDIA FICHTEL, German Primate Center, Behavioral Ecology & Sociobiology Unit; CHRISTINA FISCHER, Restoration Ecology, Department of Ecology and Ecosystem Management; ADAM FORD, The University of British Columbia; JACOB R. GOHEEN, University of Wyoming, Laramie; RASMUS W. HAVMØLLER, University of California, Davis; BEN T. HIRSCH, James Cook University, Townsville; CINDY HURTADO, Universidad Nacional Mayor de San Marcos, Lima; LYNNE A. ISBELL, Mpala Research Centre, Nanyuki; RENÉ JANSSEN, 6Bionet Natuuronderzoek, Valderstraat; FLORIAN JELTSCH, University of Potsdam, Plant Ecology and Nature Conservation; PETRA KACZENSKY, Norwegian Institute for Nature Research - NINA; YAYOI KANEKO, Tokyo University of Agriculture and Technology, Tokyo; PETER KAPPELER, Ashoka Trust for Research in Ecology and the Environment (ATREE); ANJAN KATNA, Ashoka Trust for Research in Ecology and the Environment (ATREE), Bangalore; MATTHEW KAUFFMAN, University of Wyoming, Laramie, WY; FLAVIA KOCH, German Primate Center, Behavioral Ecology & Sociobiology Unit; ABHIJEET KULKARNI, Ashoka Trust for Research in Ecology and the Environment (ATREE); SCOTT LAPOINT, Manipal Academy of Higher Education, Manipal; PETER LEIMGRUBER, University of Wyoming; DAVID W. MACDONALD, Max Planck Institute for Ornithology; A. CATHERINE MARKHAM, Black Rock Forest; LAURA MCMAHON, Office of Applied Science, Department of Natural Resources; KATHERINE MERTES, Institute for the Conservation of Neotropical Carnivores; CHRISTOPHER E. MOORMAN, Frankfurt Zoological Society, Bernhard-Grzimek-Allee; RONALDO G. MORATO, National Research Center for Carnivores Conservation; ALEXANDER M. MOßBRUCKER, Frankfurt Zoological Society, Bernhard-Grzimek-Allee; GUILHERME DE MIRANDA MOURAO, CPAP; DAVID O'CONNOR, San Diego Zoo Institute of Conservation Research; LUIZ GUSTAVO R. OLIVEIRA-SANTOS, National Geographic Partners; JENNIFER PASTORINI, Federal University of Mato Grosso do Sul; BRUCE D. PATTERSON, Centre for Conservation and Research, Sri Lanka; JANET RACHLOW, Anthropologisches Institut, Switzerland; DUSTIN H. RANGLACK, University of Nebraska at Kearney, Kearney; NEIL REID, Queen's University Belfast, Belfast; DAVID M. SCANTLEBURY, Queen's University Belfast; DAWN M. SCOTT, Keele University, Keele; NURIA SELVA, Institute of Nature Conservation, Polish Academy of Sciences; AGNIESZKA SERGIEL, Treaty Authority, Duluth; MELISSA SONGER, Asociación Guyra Paraguay-CONACYT; NUCHARIN SONGSASEN, Instituto Saite, Paraguay; JARED A. STABACH, Wellcome Trust/DBT India Alliance, Hyderabad, India; JENNA STACY-DAWES, University of KwaZulu-Natal, Westville, Durban; MORGAN B. SWINGEN, Indian Institute of Science, Bangalore, India; JEFFREY J. THOMPSON, University of Pretoria; WIEBKE ULLMANN, Ibaraki Nature Museum, Osaki; ABI TAMIM VANAK, University of Agriculture, Tokyo; MARIA THAKER, Nottingham Trent University, Brackenhurst Campus; JOHN W. WILSON, University of Pretoria, Pretoria; KOJI YAMAZAKI, Ibaraki Nature Museum, Osaki; RICHARD W. YARNELL, Nottingham Trent University, Brackenhurst Campus; FILIP ZIEBA, Tatra National Park, Zakopane; TOMASZ ZWIJACZ-KOZICA, Tatra National Park, Zakopane; WILLIAM F. FAGAN, University of Maryland, College Park; THOMAS MUELLER, Senckenberg Gesellschaft für Naturforschung, Frankfurt; JUSTIN M. CALABRESE, National Zoological Park, Front Royal.NOONAN, M. J.FLEMING, C. H.TUCKER, M. A.KAYS, R.HARRISON, AUTUMN-LYNNCROFOOT, M. C.ABRAHMS, B.ALBERTS, S.ALI, A. H.ALTMANN, J.ANTUNES, P. C.ATTIAS, N.BELANT, J. L.BEYER JUNIOR, D. E.BIDNER, L. R.BLAUM, N.BOONE, R. B.CAILLAUD, D.PAULA, R. C. deDE LA TORRE, J. A.DEKKER, J.DEPERNO, C. S.FARHADINIA, M.FENNESSY, J.FICHTEL, C.FISCHER, C.FORD, A.GOHEEN, J. R.HAVMØLLER, R. W.HIRSCH, B. T.HURTADO, C.ISBELL, L. A.JANSSEN, R.JELTSCH, F.KACZENSKY, P.KANEKO, Y.KAPPELER, P.KATNA, A.KAUFFMAN, M.KOCH, F.KULKARNI, ALAPOINT, S.LEIMGRUBER, P.MACDONALD, D. W.MARKHAM, A. C.MCMAHON, L.MERTES, K.MOORMAN, C. E.MORATO, R. G.MOßBRUCKER, A. M.MOURAO, G.O'CONNOR, D.OLIVEIRA-SANTOS, L. G. R.PASTORINI, J.PATTERSON, B. D.RACHLOW, J.RANGLACK, D. H.REID, N.SCANTLEBURY, D. M.SCOTT, D. M.SELVA, N.SERGIEL, A.SONGER, M.SONGSASEN, N.STABACH, J. A.STACY-DAWES, J.SWINGEN, M. B.THOMPSON, J. J.ULLMANN, W.VANAK, A. T.THAKER, M.WILSON, J. W.YAMAZAKI, K.YARNELL, R. W.ZIEBA, F.ZWIJACZ-KOZICA, T.FAGAN, W. F.MUELLER, T.CALABRESE, J. M.2020-09-12T04:36:23Z2020-09-12T04:36:23Z1998-05-192020info:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/articleConservation Biology, v.34, n. 4, p. 1017-1028, 2020.http://www.alice.cnptia.embrapa.br/alice/handle/doc/79240410.1111/cobi.13495enginfo:eu-repo/semantics/openAccessreponame:Repositório Institucional da EMBRAPA (Repository Open Access to Scientific Information from EMBRAPA - Alice)instname:Empresa Brasileira de Pesquisa Agropecuária (Embrapa)instacron:EMBRAPA2020-09-12T04:36:39Zoai:www.alice.cnptia.embrapa.br:doc/792404Repositório InstitucionalPUBhttps://www.alice.cnptia.embrapa.br/oai/requestopendoar:21542020-09-12T04:36:39falseRepositório InstitucionalPUBhttps://www.alice.cnptia.embrapa.br/oai/requestcg-riaa@embrapa.bropendoar:21542020-09-12T04:36:39Repositório Institucional da EMBRAPA (Repository Open Access to Scientific Information from EMBRAPA - Alice) - Empresa Brasileira de Pesquisa Agropecuária (Embrapa)false |
dc.title.none.fl_str_mv |
Effects of body size on estimation of mammalian area requirements. |
title |
Effects of body size on estimation of mammalian area requirements. |
spellingShingle |
Effects of body size on estimation of mammalian area requirements. NOONAN, M. J. Mamífero Conservação Comportamento Animal Animal behavior Mammals Conservation status Home range |
title_short |
Effects of body size on estimation of mammalian area requirements. |
title_full |
Effects of body size on estimation of mammalian area requirements. |
title_fullStr |
Effects of body size on estimation of mammalian area requirements. |
title_full_unstemmed |
Effects of body size on estimation of mammalian area requirements. |
title_sort |
Effects of body size on estimation of mammalian area requirements. |
author |
NOONAN, M. J. |
author_facet |
NOONAN, M. J. FLEMING, C. H. TUCKER, M. A. KAYS, R. HARRISON, AUTUMN-LYNN CROFOOT, M. C. ABRAHMS, B. ALBERTS, S. ALI, A. H. ALTMANN, J. ANTUNES, P. C. ATTIAS, N. BELANT, J. L. BEYER JUNIOR, D. E. BIDNER, L. R. BLAUM, N. BOONE, R. B. CAILLAUD, D. PAULA, R. C. de DE LA TORRE, J. A. DEKKER, J. DEPERNO, C. S. FARHADINIA, M. FENNESSY, J. FICHTEL, C. FISCHER, C. FORD, A. GOHEEN, J. R. HAVMØLLER, R. W. HIRSCH, B. T. HURTADO, C. ISBELL, L. A. JANSSEN, R. JELTSCH, F. KACZENSKY, P. KANEKO, Y. KAPPELER, P. KATNA, A. KAUFFMAN, M. KOCH, F. KULKARNI, A LAPOINT, S. LEIMGRUBER, P. MACDONALD, D. W. MARKHAM, A. C. MCMAHON, L. MERTES, K. MOORMAN, C. E. MORATO, R. G. MOßBRUCKER, A. M. MOURAO, G. O'CONNOR, D. OLIVEIRA-SANTOS, L. G. R. PASTORINI, J. PATTERSON, B. D. RACHLOW, J. RANGLACK, D. H. REID, N. SCANTLEBURY, D. M. SCOTT, D. M. SELVA, N. SERGIEL, A. SONGER, M. SONGSASEN, N. STABACH, J. A. STACY-DAWES, J. SWINGEN, M. B. THOMPSON, J. J. ULLMANN, W. VANAK, A. T. THAKER, M. WILSON, J. W. YAMAZAKI, K. YARNELL, R. W. ZIEBA, F. ZWIJACZ-KOZICA, T. FAGAN, W. F. MUELLER, T. CALABRESE, J. M. |
author_role |
author |
author2 |
FLEMING, C. H. TUCKER, M. A. KAYS, R. HARRISON, AUTUMN-LYNN CROFOOT, M. C. ABRAHMS, B. ALBERTS, S. ALI, A. H. ALTMANN, J. ANTUNES, P. C. ATTIAS, N. BELANT, J. L. BEYER JUNIOR, D. E. BIDNER, L. R. BLAUM, N. BOONE, R. B. CAILLAUD, D. PAULA, R. C. de DE LA TORRE, J. A. DEKKER, J. DEPERNO, C. S. FARHADINIA, M. FENNESSY, J. FICHTEL, C. FISCHER, C. FORD, A. GOHEEN, J. R. HAVMØLLER, R. W. HIRSCH, B. T. HURTADO, C. ISBELL, L. A. JANSSEN, R. JELTSCH, F. KACZENSKY, P. KANEKO, Y. KAPPELER, P. KATNA, A. KAUFFMAN, M. KOCH, F. KULKARNI, A LAPOINT, S. LEIMGRUBER, P. MACDONALD, D. W. MARKHAM, A. C. MCMAHON, L. MERTES, K. MOORMAN, C. E. MORATO, R. G. MOßBRUCKER, A. M. MOURAO, G. O'CONNOR, D. OLIVEIRA-SANTOS, L. G. R. PASTORINI, J. PATTERSON, B. D. RACHLOW, J. RANGLACK, D. H. REID, N. SCANTLEBURY, D. M. SCOTT, D. M. SELVA, N. SERGIEL, A. SONGER, M. SONGSASEN, N. STABACH, J. A. STACY-DAWES, J. SWINGEN, M. B. THOMPSON, J. J. ULLMANN, W. VANAK, A. T. THAKER, M. WILSON, J. W. YAMAZAKI, K. YARNELL, R. W. ZIEBA, F. ZWIJACZ-KOZICA, T. FAGAN, W. F. MUELLER, T. CALABRESE, J. M. |
author2_role |
author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author |
dc.contributor.none.fl_str_mv |
MICHAEL J. NOONAN, Smithsonian Conservation Biology Institute, National Zoological Park; CHRISTEN H. FLEMING, University of Maryland; MARLEE A. TUCKER, Senckenberg Biodiversity and Climate Research Centre; ROLAND KAYS, Museum of Natural Sciences, Biodiversity Lab, Raleigh; AUTUMN-LYNN HARRISON, Smithsonian Conservation Biology Institute, Washington, D.C; MARGARET C. CROFOOT, University of California, Davis; BRIANA ABRAHMS, NOAA Southwest Fisheries Science Center; SUSAN C. ALBERTS, Duke University, Durham; ABDULLAHI H. ALI, Hirola Conservation Programme, Garissa; JEANNE ALTMANN, Princeton University; PAMELA CASTRO ANTUNES, Federal University of Mato Grosso do Sul, Campo Grande, MS; NINA ATTIAS, Universidade Federal do Mato Grosso do Sul, Campo Grande; JERROLD L. BELANT, College of Environmental Science and Forestry, Syracuse; DEAN E. BEYER JUNIOR, Michigan Department of Natural Resources; LAURA R. BIDNER, Mpala Research Centre, Nanyuki; NIELS BLAUM, University of Potsdam, Plant Ecology and Nature Conservation; RANDALL B. BOONE, Colorado State University, Fort Collins; DAMIEN CAILLAUD, Colorado State University; ROGERIO CUNHA DE PAULA, Chico Mendes Institute for the Conservation of Biodiversity; J. ANTONIO DE LA TORRE, Universidad Nacional Autónoma de Mexico and CONACyT; JASJA DEKKER, Jasja Dekker Dierecologie; CHRISTOPHER S. DEPERNO, University of Oxford, Tubney House; MOHAMMAD FARHADINIA, Future4Leopards Foundation, Tehran; JULIAN FENNESSY, Giraffe Conservation Foundation, PO; CLAUDIA FICHTEL, German Primate Center, Behavioral Ecology & Sociobiology Unit; CHRISTINA FISCHER, Restoration Ecology, Department of Ecology and Ecosystem Management; ADAM FORD, The University of British Columbia; JACOB R. GOHEEN, University of Wyoming, Laramie; RASMUS W. HAVMØLLER, University of California, Davis; BEN T. HIRSCH, James Cook University, Townsville; CINDY HURTADO, Universidad Nacional Mayor de San Marcos, Lima; LYNNE A. ISBELL, Mpala Research Centre, Nanyuki; RENÉ JANSSEN, 6Bionet Natuuronderzoek, Valderstraat; FLORIAN JELTSCH, University of Potsdam, Plant Ecology and Nature Conservation; PETRA KACZENSKY, Norwegian Institute for Nature Research - NINA; YAYOI KANEKO, Tokyo University of Agriculture and Technology, Tokyo; PETER KAPPELER, Ashoka Trust for Research in Ecology and the Environment (ATREE); ANJAN KATNA, Ashoka Trust for Research in Ecology and the Environment (ATREE), Bangalore; MATTHEW KAUFFMAN, University of Wyoming, Laramie, WY; FLAVIA KOCH, German Primate Center, Behavioral Ecology & Sociobiology Unit; ABHIJEET KULKARNI, Ashoka Trust for Research in Ecology and the Environment (ATREE); SCOTT LAPOINT, Manipal Academy of Higher Education, Manipal; PETER LEIMGRUBER, University of Wyoming; DAVID W. MACDONALD, Max Planck Institute for Ornithology; A. CATHERINE MARKHAM, Black Rock Forest; LAURA MCMAHON, Office of Applied Science, Department of Natural Resources; KATHERINE MERTES, Institute for the Conservation of Neotropical Carnivores; CHRISTOPHER E. MOORMAN, Frankfurt Zoological Society, Bernhard-Grzimek-Allee; RONALDO G. MORATO, National Research Center for Carnivores Conservation; ALEXANDER M. MOßBRUCKER, Frankfurt Zoological Society, Bernhard-Grzimek-Allee; GUILHERME DE MIRANDA MOURAO, CPAP; DAVID O'CONNOR, San Diego Zoo Institute of Conservation Research; LUIZ GUSTAVO R. OLIVEIRA-SANTOS, National Geographic Partners; JENNIFER PASTORINI, Federal University of Mato Grosso do Sul; BRUCE D. PATTERSON, Centre for Conservation and Research, Sri Lanka; JANET RACHLOW, Anthropologisches Institut, Switzerland; DUSTIN H. RANGLACK, University of Nebraska at Kearney, Kearney; NEIL REID, Queen's University Belfast, Belfast; DAVID M. SCANTLEBURY, Queen's University Belfast; DAWN M. SCOTT, Keele University, Keele; NURIA SELVA, Institute of Nature Conservation, Polish Academy of Sciences; AGNIESZKA SERGIEL, Treaty Authority, Duluth; MELISSA SONGER, Asociación Guyra Paraguay-CONACYT; NUCHARIN SONGSASEN, Instituto Saite, Paraguay; JARED A. STABACH, Wellcome Trust/DBT India Alliance, Hyderabad, India; JENNA STACY-DAWES, University of KwaZulu-Natal, Westville, Durban; MORGAN B. SWINGEN, Indian Institute of Science, Bangalore, India; JEFFREY J. THOMPSON, University of Pretoria; WIEBKE ULLMANN, Ibaraki Nature Museum, Osaki; ABI TAMIM VANAK, University of Agriculture, Tokyo; MARIA THAKER, Nottingham Trent University, Brackenhurst Campus; JOHN W. WILSON, University of Pretoria, Pretoria; KOJI YAMAZAKI, Ibaraki Nature Museum, Osaki; RICHARD W. YARNELL, Nottingham Trent University, Brackenhurst Campus; FILIP ZIEBA, Tatra National Park, Zakopane; TOMASZ ZWIJACZ-KOZICA, Tatra National Park, Zakopane; WILLIAM F. FAGAN, University of Maryland, College Park; THOMAS MUELLER, Senckenberg Gesellschaft für Naturforschung, Frankfurt; JUSTIN M. CALABRESE, National Zoological Park, Front Royal. |
dc.contributor.author.fl_str_mv |
NOONAN, M. J. FLEMING, C. H. TUCKER, M. A. KAYS, R. HARRISON, AUTUMN-LYNN CROFOOT, M. C. ABRAHMS, B. ALBERTS, S. ALI, A. H. ALTMANN, J. ANTUNES, P. C. ATTIAS, N. BELANT, J. L. BEYER JUNIOR, D. E. BIDNER, L. R. BLAUM, N. BOONE, R. B. CAILLAUD, D. PAULA, R. C. de DE LA TORRE, J. A. DEKKER, J. DEPERNO, C. S. FARHADINIA, M. FENNESSY, J. FICHTEL, C. FISCHER, C. FORD, A. GOHEEN, J. R. HAVMØLLER, R. W. HIRSCH, B. T. HURTADO, C. ISBELL, L. A. JANSSEN, R. JELTSCH, F. KACZENSKY, P. KANEKO, Y. KAPPELER, P. KATNA, A. KAUFFMAN, M. KOCH, F. KULKARNI, A LAPOINT, S. LEIMGRUBER, P. MACDONALD, D. W. MARKHAM, A. C. MCMAHON, L. MERTES, K. MOORMAN, C. E. MORATO, R. G. MOßBRUCKER, A. M. MOURAO, G. O'CONNOR, D. OLIVEIRA-SANTOS, L. G. R. PASTORINI, J. PATTERSON, B. D. RACHLOW, J. RANGLACK, D. H. REID, N. SCANTLEBURY, D. M. SCOTT, D. M. SELVA, N. SERGIEL, A. SONGER, M. SONGSASEN, N. STABACH, J. A. STACY-DAWES, J. SWINGEN, M. B. THOMPSON, J. J. ULLMANN, W. VANAK, A. T. THAKER, M. WILSON, J. W. YAMAZAKI, K. YARNELL, R. W. ZIEBA, F. ZWIJACZ-KOZICA, T. FAGAN, W. F. MUELLER, T. CALABRESE, J. M. |
dc.subject.por.fl_str_mv |
Mamífero Conservação Comportamento Animal Animal behavior Mammals Conservation status Home range |
topic |
Mamífero Conservação Comportamento Animal Animal behavior Mammals Conservation status Home range |
description |
Accurately quantifying species' area requirements is a prerequisite for effective area-based conservation. This typically involves collecting tracking data on species of interest and then conducting home range analyses. Problematically, autocorrelation in tracking data can result in space needs being severely underestimated. Based on the previous work, we hypothesized the magnitude of underestimation varies with body mass, a relationship that could have serious conservation implications. To evaluate this hypothesis for terrestrial mammals, we estimated home-range areas with global positioning system (GPS) locations from 757 individuals across 61 globally distributed mammalian species with body masses ranging from 0.4 to 4000 kg. We then applied blockcross validation to quantify bias in empirical home range estimates. Area requirements of mammals < 10 kg were underestimated by a mean approximately 15%, and species weighing approximately 100 kg were underestimatedby approximately 50% on average. Thus, we found area estimation was subject to autocorrelation induced bias that was worse for large species. Combined with the fact that extinction risk increases as body mass increases, theallometric scaling of bias we observed suggests the most threatened species are also likely to be those with theleast accurate home range estimates. As a correction, we tested whether data thinning or autocorrelation informedhome range estimation minimized the scaling effect of autocorrelation on area estimates. Data thinning requiredan approximately 93% data loss to achieve statistical independence with 95% confidence and was, therefore, nota viable solution. In contrast, autocorrelation informed home range estimation resulted in consistently accurateestimates irrespective of mass. When relating body mass to home range size, we detected that correcting forautocorrelation resulted in a scaling exponent significantly >1, meaning the scaling of the relationship changedsubstantially at the upper end of the mass spectrum. |
publishDate |
1998 |
dc.date.none.fl_str_mv |
1998-05-19 2020-09-12T04:36:23Z 2020-09-12T04:36:23Z 2020 |
dc.type.driver.fl_str_mv |
info:eu-repo/semantics/publishedVersion info:eu-repo/semantics/article |
format |
article |
status_str |
publishedVersion |
dc.identifier.uri.fl_str_mv |
Conservation Biology, v.34, n. 4, p. 1017-1028, 2020. http://www.alice.cnptia.embrapa.br/alice/handle/doc/792404 10.1111/cobi.13495 |
identifier_str_mv |
Conservation Biology, v.34, n. 4, p. 1017-1028, 2020. 10.1111/cobi.13495 |
url |
http://www.alice.cnptia.embrapa.br/alice/handle/doc/792404 |
dc.language.iso.fl_str_mv |
eng |
language |
eng |
dc.rights.driver.fl_str_mv |
info:eu-repo/semantics/openAccess |
eu_rights_str_mv |
openAccess |
dc.source.none.fl_str_mv |
reponame:Repositório Institucional da EMBRAPA (Repository Open Access to Scientific Information from EMBRAPA - Alice) instname:Empresa Brasileira de Pesquisa Agropecuária (Embrapa) instacron:EMBRAPA |
instname_str |
Empresa Brasileira de Pesquisa Agropecuária (Embrapa) |
instacron_str |
EMBRAPA |
institution |
EMBRAPA |
reponame_str |
Repositório Institucional da EMBRAPA (Repository Open Access to Scientific Information from EMBRAPA - Alice) |
collection |
Repositório Institucional da EMBRAPA (Repository Open Access to Scientific Information from EMBRAPA - Alice) |
repository.name.fl_str_mv |
Repositório Institucional da EMBRAPA (Repository Open Access to Scientific Information from EMBRAPA - Alice) - Empresa Brasileira de Pesquisa Agropecuária (Embrapa) |
repository.mail.fl_str_mv |
cg-riaa@embrapa.br |
_version_ |
1794503495366213632 |