1. Identificação | |
Tipo de Referência | Artigo em Revista Científica (Journal Article) |
Site | mtc-m21c.sid.inpe.br |
Código do Detentor | isadg {BR SPINPE} ibi 8JMKD3MGPCW/3DT298S |
Identificador | 8JMKD3MGP3W34R/3SG8QEB |
Repositório | sid.inpe.br/mtc-m21c/2019/01.04.12.15 (acesso restrito) |
Última Atualização | 2019:01.04.12.15.09 (UTC) simone |
Repositório de Metadados | sid.inpe.br/mtc-m21c/2019/01.04.12.15.09 |
Última Atualização dos Metadados | 2019:01.14.17.06.43 (UTC) administrator |
DOI | 10.1002/ece3.4649 |
ISSN | 2045-7758 |
Chave de Citação | NgSilRimAtzImm:2018:TuKe |
Título | Ensemble approach for potential habitat mapping of invasive Prosopis spp. in Turkana, Kenya |
Ano | 2018 |
Data de Acesso | 16 maio 2024 |
Tipo de Trabalho | journal article |
Tipo Secundário | PRE PI |
Número de Arquivos | 1 |
Tamanho | 1115 KiB |
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2. Contextualização | |
Autor | 1 Ng, Wai Tim 2 Silva, Alexsandro Cândido de Oliveira 3 Rima, Purity 4 Atzberger, Clement 5 Immitzer, Markus |
ORCID | 1 0000-0002-6926-1546 2 3 4 0000-0003-2169-8009 5 0000-0001-6758-1207 |
Grupo | 1 2 DIDPI-CGOBT-INPE-MCTIC-GOV-BR |
Afiliação | 1 University of Natural Resources and Life Sciences (BOKU) 2 Instituto Nacional de Pesquisas Espaciais (INPE) 3 Kenya Forestry Research Institute (KEFRI) 4 University of Natural Resources and Life Sciences (BOKU) 5 University of Natural Resources and Life Sciences (BOKU) |
Endereço de e-Mail do Autor | 1 tim.ng@boku.ac.at 2 alexsandro.silva@inpe.br |
Revista | Ecology and Evolution |
Volume | 8 |
Número | 23 |
Histórico (UTC) | 2019-01-04 12:15:40 :: simone -> administrator :: 2018 2019-01-14 17:06:43 :: administrator -> simone :: 2018 |
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3. Conteúdo e estrutura | |
É a matriz ou uma cópia? | é a matriz |
Estágio do Conteúdo | concluido |
Transferível | 1 |
Tipo do Conteúdo | External Contribution |
Tipo de Versão | publisher |
Palavras-Chave | ensemble modeling expert knowledge invasive alien species Prosopis species distribution modeling |
Resumo | Aim: Prosopis spp. are an invasive alien plant species native to the Americas and well adapted to thrive in arid environments. In Kenya, several remote‐sensing studies conclude that the genus is well established throughout the country and is rapidly in ‐vading new areas. This research aims to model the potential habitat of Prosopis spp.by using an ensemble model consisting of four species distribution models. Furthermore, environmental and expert knowledge‐based variables are assessed.Location: Turkana County, Kenya.Methods: We collected and assessed a large number of environmental and expert knowl‐edge‐based variables through variable correlation, collinearity, and bias tests. The varia‐bles were used for an ensemble model consisting of four species distribution models: (a) logistic regression, (b) maximum entropy, (c) random forest, and (d) Bayesian networks. The models were evaluated through a block cross‐validation providing statistical measures.Results: The best predictors for Prosopis spp. habitat are distance from water and built‐up areas, soil type, elevation, lithology, and temperature seasonality. All species distribution models achieved high accuracies while the ensemble model achieved the highest scores. Highly and moderately suitable Prosopis spp. habitat covers 6% and 9% of the study area, respectively.Main conclusions: Both ensemble and individual models predict a high risk of continuedinvasion, confirming local observations and conceptions. Findings are valuable to stake‐holders for managing invaded area, protecting areas at risk, and to raise awareness. |
Área | SRE |
Arranjo | urlib.net > BDMCI > Fonds > Produção anterior à 2021 > DIDPI > Ensemble approach for... |
Conteúdo da Pasta doc | acessar |
Conteúdo da Pasta source | não têm arquivos |
Conteúdo da Pasta agreement | |
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4. Condições de acesso e uso | |
Idioma | en |
Arquivo Alvo | ng_ensemble.pdf |
Grupo de Usuários | simone |
Grupo de Leitores | administrator simone |
Visibilidade | shown |
Permissão de Leitura | deny from all and allow from 150.163 |
Permissão de Atualização | não transferida |
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5. Fontes relacionadas | |
Unidades Imediatamente Superiores | 8JMKD3MGPCW/3EQCCU5 |
Lista de Itens Citando | sid.inpe.br/bibdigital/2013/09.09.15.05 4 |
Divulgação | WEBSCI; PORTALCAPES; SCOPUS. |
Acervo Hospedeiro | urlib.net/www/2017/11.22.19.04 |
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6. Notas | |
Campos Vazios | alternatejournal archivingpolicy archivist callnumber copyholder copyright creatorhistory descriptionlevel e-mailaddress format isbn label lineage mark mirrorrepository month nextedition notes pages parameterlist parentrepositories previousedition previouslowerunit progress project resumeid rightsholder schedulinginformation secondarydate secondarykey secondarymark session shorttitle sponsor subject tertiarymark tertiarytype url |
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7. Controle da descrição | |
e-Mail (login) | simone |
atualizar | |
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