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1. Identity statement
Reference TypeJournal Article
Sitemtc-m21b.sid.inpe.br
Holder Codeisadg {BR SPINPE} ibi 8JMKD3MGPCW/3DT298S
Identifier8JMKD3MGP3W34P/3MREGJP
Repositorysid.inpe.br/mtc-m21b/2016/11.21.19.02   (restricted access)
Last Update2016:11.21.19.02.28 (UTC) simone
Metadata Repositorysid.inpe.br/mtc-m21b/2016/11.21.19.02.28
Metadata Last Update2021:03.06.19.31.13 (UTC) administrator
DOI10.1007/s10750-016-2796-5
ISSN0018-8158
1573-5117
Citation KeyKlippelAmarVinh:2016:DeEvSp
TitleDevelopment and evaluation of species distribution models for five endangered elasmobranchs in southwestern Atlantic
Year2016
MonthOct.
Access Date2024, May 18
Type of Workjournal article
Secondary TypePRE PI
Number of Files1
Size7059 KiB
2. Context
Author1 Klippel, Sandro
2 Amaral, Silvana
3 Vinhas, Lúbia
Resume Identifier1
2 8JMKD3MGP5W/3C9JJ8Q
3 8JMKD3MGP5W/3C9JHM4
Group1 CST-CST-SPG-INPE-MCTI-GOV-BR
2 DPI-OBT-INPE-MCTI-GOV-BR
3 DPI-OBT-INPE-MCTI-GOV-BR
Affiliation1 Instituto Nacional de Pesquisas Espaciais (INPE)
2 Instituto Nacional de Pesquisas Espaciais (INPE)
3 Instituto Nacional de Pesquisas Espaciais (INPE)
Author e-Mail Address1 sandroklippel@gmail.com
2 silvana.amaral@inpe.br
3 lubia.vinhas@inpe.br
JournalHydrobiologia
Volume779
Number1
Pages11-33
Secondary MarkA2_ZOOTECNIA_/_RECURSOS_PESQUEIROS A2_SAÚDE_COLETIVA A2_INTERDISCIPLINAR A2_GEOCIÊNCIAS A2_ENGENHARIAS_I A2_DIREITO A2_CIÊNCIAS_AMBIENTAIS A2_CIÊNCIAS_AGRÁRIAS_I A2_BIODIVERSIDADE B1_MEDICINA_VETERINÁRIA B1_ENGENHARIAS_II B2_CIÊNCIAS_BIOLÓGICAS_III B2_CIÊNCIAS_BIOLÓGICAS_II B2_CIÊNCIAS_BIOLÓGICAS_I B2_BIOTECNOLOGIA
History (UTC)2016-11-21 19:02:28 :: simone -> administrator ::
2016-11-21 19:02:29 :: administrator -> simone :: 2016
2016-11-21 19:02:35 :: simone -> administrator :: 2016
2017-01-09 13:59:35 :: administrator -> simone :: 2016
2017-01-17 14:45:39 :: simone -> administrator :: 2016
2021-03-06 19:31:13 :: administrator -> simone :: 2016
3. Content and structure
Is the master or a copy?is the master
Content Stagecompleted
Transferable1
Content TypeExternal Contribution
Version Typepublisher
KeywordsBoosted regression trees
Chondrichthyes
Essential fish habitat
Remote sensing
Species–environment relationships
Threatened species
AbstractSpecies distribution models (SDMs) are tools to obtain habitat suitability maps based on historical species occurrences and environmental variables. Those maps can be used to restrict fishing grounds or to assist in planning and reserve selection. This is especially important for species at risk of extinction. We developed SDMs for five endangered elasmobranch species, namely Squatina guggenheim, S. occulta, Rhinobatos horkelii, Galeorhinus galeus, and Mustelus schmitti, using Boosted Regression Trees. Data from 1,704 bottom trawls carried out between 1972 and 2005 as part of research surveys on the southern Brazilian shelf between 28°36′S and 33°45′S, combined with satellite imagery and environmental atlases, were used in the models. Based on 10-fold cross-validation statistics, all models had a reasonable performance, though S. guggenheim models had an excellent discrimination (AUC > 0.9) and R. horkelii models had just a fair discriminatory power (AUC 0.70.8). Except for R. horkelii, all models showed good association between observed and predicted occurrences (PBC > 0.5). Squatina guggenheim models provided the greatest explained deviance (4954%), whereas R. horkelii models the smallest (1417%). Models predictions were consistent with the current knowledge of all species. Moreover, those models made reasonable predictions using the great spatial and temporal coverage of satellite data.
AreaSRE
Arrangement 1urlib.net > BDMCI > Fonds > Produção anterior à 2021 > DIDPI > Development and evaluation...
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4. Conditions of access and use
Languageen
Target Fileklippel_development.pdf
User Groupsimone
Reader Groupadministrator
simone
Visibilityshown
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Read Permissiondeny from all and allow from 150.163
Update Permissionnot transferred
5. Allied materials
Mirror Repositoryurlib.net/www/2011/03.29.20.55
Next Higher Units8JMKD3MGPCW/3EQCCU5
8JMKD3MGPCW/449U4PL
Citing Item Listsid.inpe.br/bibdigital/2013/09.09.15.05 3
sid.inpe.br/bibdigital/2021/03.06.05.18 2
sid.inpe.br/mtc-m21/2012/07.13.15.00.22 1
DisseminationWEBSCI; PORTALCAPES; COMPENDEX.
Host Collectionsid.inpe.br/mtc-m21b/2013/09.26.14.25.20
6. Notes
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