Repository logo
 
Publication

Methods to detect spatial biases in tracking studies caused by differential representativeness of individuals, populations and time

2022Journal article Open access
Simple item page
dc.contributor.authorPujol, Virginia Morera
dc.contributor.authorCatry, Paulo
dc.contributor.authorMagalhães, Maria
dc.contributor.authorPeron, Clara
dc.contributor.authorReyes‐González, José Manuel
dc.contributor.authorGranadeiro, José P.
dc.contributor.authorMilitão, Teresa
dc.contributor.authorDias, Maria P.
dc.contributor.authorOro, Daniel
dc.contributor.authorDell'Omo, Giacomo
dc.contributor.authorMüller, Martina
dc.contributor.authorPaiva, Vitor H.
dc.contributor.authorMetzger, Benjamin
dc.contributor.authorNeves, V C
dc.contributor.authorNavarro, Joan
dc.contributor.authorKarris, Georgios
dc.contributor.authorXirouchakis, Stavros
dc.contributor.authorCecere, Jacopo G.
dc.contributor.authorZamora‐López, Antonio
dc.contributor.authorForero, Manuel G.
dc.contributor.authorOuni, Ridha
dc.contributor.authorRomdhane, Mohamed Salah
dc.contributor.authorDe Felipe, Fernanda
dc.contributor.authorZajková, Zuzana
dc.contributor.authorCruz‐Flores, Marta
dc.contributor.authorGrémillet, David
dc.contributor.authorGonzález‐Solís, Jacob
dc.contributor.authorRamos, Raül
dc.date.accessioned2022-12-20T20:19:52Z
dc.date.available2022-12-20T20:19:52Z
dc.date.issued2022
dc.description.abstractAim Over the last decades, the study of movement through tracking data has grown exceeding the expectations of movement ecologists. This has posed new challenges, specifically when using individual tracking data to infer higher-level distributions (e.g. population and species). Sources of variability such as individual site fidelity (ISF), environmental stochasticity over time, and space-use variability across species ranges must be considered, and their effects identified and corrected, to produce accurate estimates of spatial distribution using tracking data. Innovation We developed R functions to detect the effect of these sources of variability in the distribution of animal groups when inferred from individual tracking data. These procedures can be adapted for their use in most tracking datasets and tracking techniques. We demonstrated our procedures with simulated datasets and showed their applicability on a real-world dataset containing 1346 year-round migratory trips from 805 individuals of three closely related seabird species breeding in 34 colonies in the Mediterranean Sea and the Atlantic Ocean, spanning 10 years. We detected an effect of ISF in one of the colonies, but no effect of the environmental stochasticity on the distribution of birds for any of the species. We also identified among-colony variability in nonbreeding space use for one species, with significant effects of population size and longitude. Main conclusions This work provides a useful, much-needed tool for researchers using animal tracking data to model species distributions or establish conservation measures. This methodology may be applied in studies using individual tracking data to accurately infer the distribution of a population or species and support the delineation of important areas for conservation based on tracking data. This step, designed to precede any analysis, has become increasingly relevant with the proliferation of studies using large tracking datasets that has accompanied the globalization process in science driving collaborations and tracking data sharing initiatives.pt_PT
dc.description.sponsorshipFundação para a Ciência e Tecnologia - FCTpt_PT
dc.description.versioninfo:eu-repo/semantics/publishedVersionpt_PT
dc.identifier.citationMorera, P. V., Catry, P., Magalhães, M., Péron, C., Reyes, G. J. M., Granadeiro, J. P., Militão, T., Dias, M. P., Oro, D., Dell’Omo, G., Müller, M., Paiva, V. H., Metzger, B., Neves, V., Navarro, J., Karris, G., Xirouchakis, S., Cecere, J. G., Zamora, L. A., & Forero, M. G. (2022). Methods to detect spatial biases in tracking studies caused by differential representativeness of individuals, populations and time. Diversity & Distributions, 1. https://doi.org/10.1111/ddi.13642pt_PT
dc.identifier.doi10.1111/ddi.13642pt_PT
dc.identifier.issn13669516
dc.identifier.urihttp://hdl.handle.net/10400.12/8871
dc.language.isoengpt_PT
dc.peerreviewedyespt_PT
dc.publisherWiley-Blackwell Publishing Ltdpt_PT
dc.relationMARE - Marine and Environmental Sciences Centre
dc.relationCentre for Environmental and Marine Studies
dc.relationTrophic links in open oceans: combining spatial data, dietary information and biomarkers from top predators to unveil structure and functioning of subtropical pelagic ecosystems
dc.relationCentre for Environmental and Marine Studies
dc.rights.urihttp://creativecommons.org/licenses/by/4.0/pt_PT
dc.subjectAnimal movementpt_PT
dc.subjectEnvironmental stochasticitypt_PT
dc.subjectMetapopulation studypt_PT
dc.subjectSite fidelitypt_PT
dc.subjectSpecies distributionpt_PT
dc.titleMethods to detect spatial biases in tracking studies caused by differential representativeness of individuals, populations and timept_PT
dc.typejournal article
dspace.entity.typePublication
oaire.awardTitleMARE - Marine and Environmental Sciences Centre
oaire.awardTitleCentre for Environmental and Marine Studies
oaire.awardTitleTrophic links in open oceans: combining spatial data, dietary information and biomarkers from top predators to unveil structure and functioning of subtropical pelagic ecosystems
oaire.awardTitleCentre for Environmental and Marine Studies
oaire.awardURIinfo:eu-repo/grantAgreement/FCT/6817 - DCRRNI ID/UID%2FMAR%2F04292%2F2019/PT
oaire.awardURIinfo:eu-repo/grantAgreement/FCT/Investigador FCT/IF%2F00502%2F2013%2FCP1186%2FCT0003/PT
oaire.awardURIinfo:eu-repo/grantAgreement/FCT/3599-PPCDT/PTDC%2FBIA-ANM%2F3743%2F2014/PT
oaire.awardURIinfo:eu-repo/grantAgreement/FCT/6817 - DCRRNI ID/UID%2FAMB%2F50017%2F2019/PT
oaire.awardURIinfo:eu-repo/grantAgreement/FCT/3599-PPCDT/PTDC%2FMAR-PRO%2F0929%2F2014/PT
oaire.awardURIinfo:eu-repo/grantAgreement/FCT/6817 - DCRRNI ID/UIDP%2F50017%2F2020/PT
oaire.citation.conferencePlaceUnited Kingdompt_PT
oaire.citation.endPage20pt_PT
oaire.citation.startPage1pt_PT
oaire.citation.titleDiversity and Distributionspt_PT
oaire.fundingStream6817 - DCRRNI ID
oaire.fundingStreamInvestigador FCT
oaire.fundingStream3599-PPCDT
oaire.fundingStream6817 - DCRRNI ID
oaire.fundingStream3599-PPCDT
oaire.fundingStream6817 - DCRRNI ID
person.familyNamePujol
person.familyNameCatry
person.familyNamePERON
person.familyNamePedro Granadeiro
person.familyNameMilitão
person.familyNameOro
person.familyNameDell'Omo
person.familyNameMüller
person.familyNamePaiva
person.familyNameMetzger
person.familyNameNeves
person.familyNameNavarro
person.familyNameKarris
person.familyNameXirouchakis
person.familyNameCecere
person.familyNameForero
person.familyNameOUNI
person.familyNameRomdhane
person.familyNamede Felipe
person.familyNameZajková
person.familyNameGrémillet
person.givenNameVirginia Morera
person.givenNamePaulo
person.givenNameClara
person.givenNameJosé
person.givenNameTeresa
person.givenNameDaniel
person.givenNameGiacomo
person.givenNameMartina
person.givenNameVitor
person.givenNameBenjamin
person.givenNameVerónica
person.givenNameJoan
person.givenNameGeorgios
person.givenNameStavros
person.givenNameJacopo G.
person.givenNameManuel
person.givenNameRidha
person.givenNameMohamed Salah
person.givenNameFernanda
person.givenNameZuzana
person.givenNameDavid
person.identifierSlxtKi4AAAAJ
person.identifier204400
person.identifierA-4642-2009
person.identifier1811081
person.identifier2582711
person.identifier1256490
person.identifier.ciencia-idEF1A-6A4A-013A
person.identifier.ciencia-id3114-23EB-2E89
person.identifier.ciencia-id631C-C193-A10F
person.identifier.ciencia-id1812-8CE2-08F5
person.identifier.orcid0000-0001-6500-5548
person.identifier.orcid0000-0003-3000-0522
person.identifier.orcid0000-0002-6529-4578
person.identifier.orcid0000-0002-7207-3474
person.identifier.orcid0000-0002-2862-1592
person.identifier.orcid0000-0003-4782-3007
person.identifier.orcid0000-0002-9601-9675
person.identifier.orcid0000-0001-7162-8207
person.identifier.orcid0000-0001-6368-9579
person.identifier.orcid0000-0003-2721-7958
person.identifier.orcid0000-0002-6826-4542
person.identifier.orcid0000-0003-3916-9279
person.identifier.orcid0000-0001-5264-8026
person.identifier.orcid0000-0003-1979-4990
person.identifier.orcid0000-0002-4925-2730
person.identifier.orcid0000-0001-9972-8621
person.identifier.orcid0000-0002-5453-189X
person.identifier.orcid0000-0002-3343-7554
person.identifier.orcid0000-0003-3131-3563
person.identifier.orcid0000-0002-7540-3651
person.identifier.orcid0000-0002-7711-9398
person.identifier.ridI-5408-2013
person.identifier.ridE-9840-2015
person.identifier.ridH-4208-2012
person.identifier.ridH-7996-2019
person.identifier.ridW-1946-2018
person.identifier.scopus-author-id57204734385
person.identifier.scopus-author-id7003725276
person.identifier.scopus-author-id6603758245
person.identifier.scopus-author-id7004429347
person.identifier.scopus-author-id7006625458
person.identifier.scopus-author-id12767771900
person.identifier.scopus-author-id6701834265
person.identifier.scopus-author-id55426116600
person.identifier.scopus-author-id6506345333
person.identifier.scopus-author-id15831912100
person.identifier.scopus-author-id8641596600
person.identifier.scopus-author-id56748014400
project.funder.identifierhttp://doi.org/10.13039/501100001871
project.funder.identifierhttp://doi.org/10.13039/501100001871
project.funder.identifierhttp://doi.org/10.13039/501100001871
project.funder.identifierhttp://doi.org/10.13039/501100001871
project.funder.identifierhttp://doi.org/10.13039/501100001871
project.funder.identifierhttp://doi.org/10.13039/501100001871
project.funder.nameFundação para a Ciência e a Tecnologia
project.funder.nameFundação para a Ciência e a Tecnologia
project.funder.nameFundação para a Ciência e a Tecnologia
project.funder.nameFundação para a Ciência e a Tecnologia
project.funder.nameFundação para a Ciência e a Tecnologia
project.funder.nameFundação para a Ciência e a Tecnologia
rcaap.rightsopenAccesspt_PT
rcaap.typearticlept_PT
relation.isAuthorOfPublication7a4e5e7f-ccb2-46ca-a6a3-7f07776b0df4
relation.isAuthorOfPublication2cfe93c3-17bb-4d1a-800f-7a34fbd47927
relation.isAuthorOfPublicatione5700f39-a870-48ec-96b6-6cb11e19200a
relation.isAuthorOfPublicationce377915-2937-4c8e-9c64-789b6287d516
relation.isAuthorOfPublication4ebd4f84-b673-4221-8dd7-e6c72c332125
relation.isAuthorOfPublicatione352c31f-4744-4526-9f7f-39fa23b057b5
relation.isAuthorOfPublicationd0f2c2bb-5f62-49bf-84d7-0b8cbaf2c69c
relation.isAuthorOfPublication93f7bc44-9d45-4b92-b4fe-4a4ad072f910
relation.isAuthorOfPublicationfd7fdb2e-6e45-4dcf-8f7d-784c9e61d4d4
relation.isAuthorOfPublication1621c13f-0d60-4919-8535-051cab7e100c
relation.isAuthorOfPublication54670aa6-15fd-4b2d-8b92-36f775d0f03e
relation.isAuthorOfPublication32dd03dd-50fc-4a8e-bd6b-2cb73f0a9d4d
relation.isAuthorOfPublication9b2b61e0-caf0-41d5-8fe3-64f35b4871d9
relation.isAuthorOfPublicationf90e9fa8-cec3-4dc3-a96c-34cc6d3500c7
relation.isAuthorOfPublicationce343cc3-2b62-4ef0-b62c-dea9d40e9f3e
relation.isAuthorOfPublication1f9c3ba2-4702-4be3-a27e-1e045e58679b
relation.isAuthorOfPublication89409726-4b1e-4dbd-932f-da3f258c3639
relation.isAuthorOfPublicationd3746c1f-b88f-4efa-80a7-ffbc5d5667f5
relation.isAuthorOfPublicationa30628e7-988e-4350-b56f-e6700eb1d98c
relation.isAuthorOfPublication11a6918d-ff9a-4fa0-8e19-f1ac2ab03e2c
relation.isAuthorOfPublication99134d98-622c-4d5a-a59b-d1a1e448cac9
relation.isAuthorOfPublication.latestForDiscovery4ebd4f84-b673-4221-8dd7-e6c72c332125
relation.isProjectOfPublication41fc03bd-0081-4fe9-a26c-bde7b2ec6283
relation.isProjectOfPublicatione5516a99-acb0-4335-aa35-cf4c810de077
relation.isProjectOfPublication1d41c7c7-e74e-4dd7-ac23-db5f2b300b53
relation.isProjectOfPublication29701706-c462-41aa-9e70-f14f36086d1a
relation.isProjectOfPublication54bd3d47-402a-466a-b11d-ed2040a2ad8b
relation.isProjectOfPublication5a8bbdcd-0eb6-4d8a-b657-ed2dddf356ed
relation.isProjectOfPublication.latestForDiscovery1d41c7c7-e74e-4dd7-ac23-db5f2b300b53

Files

Original bundle
Now showing 1 - 1 of 1
Thumbnail Image
Name:
Diversity and distributions (OA).pdf
Size:
11.76 MB
Format:
Adobe Portable Document Format
Download
License bundle
Now showing 1 - 1 of 1
No Thumbnail Available
Name:
license.txt
Size:
1.61 KB
Format:
Item-specific license agreed upon to submission
Description:
Download

Collections

MARE - Artigos em revistas internacionais