Climate Change Impact on Peruvian Biomes
Descripción del Articulo
The biodiversity present in Peru will be affected by climatic and anthropogenic changes; therefore, understanding these changes will help generate biodiversity conservation policies. This study analyzes the potential distributions of biomes (B) in Peru under the effects of climate change. The evalua...
Autores: | , |
---|---|
Formato: | artículo |
Fecha de Publicación: | 2022 |
Institución: | Servicio Nacional de Meteorología e Hidrología del Perú |
Repositorio: | SENAMHI-Institucional |
Lenguaje: | español |
OAI Identifier: | oai:repositorio.senamhi.gob.pe:20.500.12542/1876 |
Enlace del recurso: | https://hdl.handle.net/20.500.12542/1876 https://doi.org/10.3390/f13020238 |
Nivel de acceso: | acceso abierto |
Materia: | Biomes Cambio Climático Andes Random Forest Bio Variables Vegetation https://purl.org/pe-repo/ocde/ford#1.05.11 https://purl.org/pe-repo/ocde/ford#1.05.10 variabilidad climatica - Clima y Eventos Naturales |
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dc.title.es_PE.fl_str_mv |
Climate Change Impact on Peruvian Biomes |
title |
Climate Change Impact on Peruvian Biomes |
spellingShingle |
Climate Change Impact on Peruvian Biomes Zevallos, Jose Biomes Cambio Climático Andes Random Forest Bio Variables Vegetation https://purl.org/pe-repo/ocde/ford#1.05.11 https://purl.org/pe-repo/ocde/ford#1.05.10 variabilidad climatica - Clima y Eventos Naturales |
title_short |
Climate Change Impact on Peruvian Biomes |
title_full |
Climate Change Impact on Peruvian Biomes |
title_fullStr |
Climate Change Impact on Peruvian Biomes |
title_full_unstemmed |
Climate Change Impact on Peruvian Biomes |
title_sort |
Climate Change Impact on Peruvian Biomes |
author |
Zevallos, Jose |
author_facet |
Zevallos, Jose Lavado-Casimiro, W. |
author_role |
author |
author2 |
Lavado-Casimiro, W. |
author2_role |
author |
dc.contributor.author.fl_str_mv |
Zevallos, Jose Lavado-Casimiro, W. |
dc.subject.es_PE.fl_str_mv |
Biomes Cambio Climático Andes Random Forest Bio Variables Vegetation |
topic |
Biomes Cambio Climático Andes Random Forest Bio Variables Vegetation https://purl.org/pe-repo/ocde/ford#1.05.11 https://purl.org/pe-repo/ocde/ford#1.05.10 variabilidad climatica - Clima y Eventos Naturales |
dc.subject.ocde.es_PE.fl_str_mv |
https://purl.org/pe-repo/ocde/ford#1.05.11 https://purl.org/pe-repo/ocde/ford#1.05.10 |
dc.subject.sinia.none.fl_str_mv |
variabilidad climatica - Clima y Eventos Naturales |
description |
The biodiversity present in Peru will be affected by climatic and anthropogenic changes; therefore, understanding these changes will help generate biodiversity conservation policies. This study analyzes the potential distributions of biomes (B) in Peru under the effects of climate change. The evaluation was carried out using the random forest (RF) method, six bioclimatic variables, and digital topography for the classification of current B in Peru. Subsequently, the calibrated RF model was assimilated to three downscaled regional climate models to project future B distributions for the 2035–2065 horizon. We evaluated possible changes in extension and elevation as well as most susceptible B. Our projections show that future scenarios agreed that 82% of current B coverage will remain stable. Approximately 6% of the study area will change its current conditions to conditions of higher humidity; 4.5% will maintain a stable physiognomy, but with an increase in humidity; and finally, 6% will experience a decrease in humidity but maintain its appearance. Additionally, glaciers and swamps are indicated as the most vulnerable B, with probable losses greater than 50% of their current area. These results demonstrate the need to generate public policies for the adaptation and mitigation of climate effects on B at a national scale |
publishDate |
2022 |
dc.date.accessioned.none.fl_str_mv |
2022-03-23T16:39:50Z |
dc.date.available.none.fl_str_mv |
2022-03-23T16:39:50Z |
dc.date.issued.fl_str_mv |
2022-02 |
dc.type.es_PE.fl_str_mv |
info:eu-repo/semantics/article |
dc.type.sinia.none.fl_str_mv |
text/publicacion cientifica |
format |
article |
dc.identifier.citation.es_PE.fl_str_mv |
Zevallos J, Lavado-Casimiro W. Climate Change Impact on Peruvian Biomes. Forests. 2022; 13(2):238. https://doi.org/10.3390/f13020238 |
dc.identifier.uri.none.fl_str_mv |
https://hdl.handle.net/20.500.12542/1876 |
dc.identifier.doi.none.fl_str_mv |
https://doi.org/10.3390/f13020238 |
dc.identifier.journal.none.fl_str_mv |
Forests |
dc.identifier.url.none.fl_str_mv |
https://hdl.handle.net/20.500.12542/1876 https://hdl.handle.net/20.500.12542/1876 |
identifier_str_mv |
Zevallos J, Lavado-Casimiro W. Climate Change Impact on Peruvian Biomes. Forests. 2022; 13(2):238. https://doi.org/10.3390/f13020238 Forests |
url |
https://hdl.handle.net/20.500.12542/1876 https://doi.org/10.3390/f13020238 |
dc.language.iso.es_PE.fl_str_mv |
spa |
language |
spa |
dc.relation.uri.es_PE.fl_str_mv |
https://www.mdpi.com/1999-4907/13/2/238 |
dc.rights.es_PE.fl_str_mv |
info:eu-repo/semantics/openAccess |
dc.rights.*.fl_str_mv |
Atribución-NoComercial-SinDerivadas 3.0 Estados Unidos de América |
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http://creativecommons.org/licenses/by-nc-nd/3.0/us/ |
eu_rights_str_mv |
openAccess |
rights_invalid_str_mv |
Atribución-NoComercial-SinDerivadas 3.0 Estados Unidos de América http://creativecommons.org/licenses/by-nc-nd/3.0/us/ |
dc.format.es_PE.fl_str_mv |
application/pdf |
dc.publisher.es_PE.fl_str_mv |
MDPI |
dc.source.es_PE.fl_str_mv |
Repositorio Institucional - SENAMHI Servicio Nacional de Meteorología e Hidrología del Perú |
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Zevallos, JoseLavado-Casimiro, W.2022-03-23T16:39:50Z2022-03-23T16:39:50Z2022-02Zevallos J, Lavado-Casimiro W. Climate Change Impact on Peruvian Biomes. Forests. 2022; 13(2):238. https://doi.org/10.3390/f13020238https://hdl.handle.net/20.500.12542/1876https://doi.org/10.3390/f13020238Forestshttps://hdl.handle.net/20.500.12542/1876https://hdl.handle.net/20.500.12542/1876The biodiversity present in Peru will be affected by climatic and anthropogenic changes; therefore, understanding these changes will help generate biodiversity conservation policies. This study analyzes the potential distributions of biomes (B) in Peru under the effects of climate change. The evaluation was carried out using the random forest (RF) method, six bioclimatic variables, and digital topography for the classification of current B in Peru. Subsequently, the calibrated RF model was assimilated to three downscaled regional climate models to project future B distributions for the 2035–2065 horizon. We evaluated possible changes in extension and elevation as well as most susceptible B. Our projections show that future scenarios agreed that 82% of current B coverage will remain stable. Approximately 6% of the study area will change its current conditions to conditions of higher humidity; 4.5% will maintain a stable physiognomy, but with an increase in humidity; and finally, 6% will experience a decrease in humidity but maintain its appearance. Additionally, glaciers and swamps are indicated as the most vulnerable B, with probable losses greater than 50% of their current area. These results demonstrate the need to generate public policies for the adaptation and mitigation of climate effects on B at a national scaleapplication/pdfspaMDPIhttps://www.mdpi.com/1999-4907/13/2/238info:eu-repo/semantics/openAccessAtribución-NoComercial-SinDerivadas 3.0 Estados Unidos de Américahttp://creativecommons.org/licenses/by-nc-nd/3.0/us/Repositorio Institucional - SENAMHIServicio Nacional de Meteorología e Hidrología del Perúreponame:SENAMHI-Institucionalinstname:Servicio Nacional de Meteorología e Hidrología del Perúinstacron:SENAMHIBiomesCambio ClimáticoAndesRandom ForestBio VariablesVegetationhttps://purl.org/pe-repo/ocde/ford#1.05.11https://purl.org/pe-repo/ocde/ford#1.05.10variabilidad climatica - Clima y Eventos NaturalesClimate Change Impact on Peruvian Biomesinfo:eu-repo/semantics/articletext/publicacion cientificaORIGINALClimate-Change-Impact-on-Peruvian-Biomes_2022.pdfClimate-Change-Impact-on-Peruvian-Biomes_2022.pdfTexto Completoapplication/pdf6271140http://repositorio.senamhi.gob.pe/bitstream/20.500.12542/1876/1/Climate-Change-Impact-on-Peruvian-Biomes_2022.pdf591afdc7dda0e3d3f5b552fce8ff793bMD51CC-LICENSElicense_rdflicense_rdfapplication/rdf+xml; charset=utf-8811http://repositorio.senamhi.gob.pe/bitstream/20.500.12542/1876/2/license_rdf9868ccc48a14c8d591352b6eaf7f6239MD52LICENSElicense.txtlicense.txttext/plain; charset=utf-81748http://repositorio.senamhi.gob.pe/bitstream/20.500.12542/1876/3/license.txt8a4605be74aa9ea9d79846c1fba20a33MD53TEXTClimate-Change-Impact-on-Peruvian-Biomes_2022.pdf.txtClimate-Change-Impact-on-Peruvian-Biomes_2022.pdf.txtExtracted texttext/plain64513http://repositorio.senamhi.gob.pe/bitstream/20.500.12542/1876/4/Climate-Change-Impact-on-Peruvian-Biomes_2022.pdf.txt0bcce689dd6283be9149a858b278a0e6MD54THUMBNAILClimate-Change-Impact-on-Peruvian-Biomes_2022.pdf.jpgClimate-Change-Impact-on-Peruvian-Biomes_2022.pdf.jpgGenerated Thumbnailimage/jpeg6794http://repositorio.senamhi.gob.pe/bitstream/20.500.12542/1876/5/Climate-Change-Impact-on-Peruvian-Biomes_2022.pdf.jpg5256faef523881bc541052591c426aa8MD5520.500.12542/1876oai:repositorio.senamhi.gob.pe:20.500.12542/18762024-11-04 16:01:52.118Repositorio Institucional SENAMHIrepositorio@senamhi.gob.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 |
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La información contenida en este registro es de entera responsabilidad de la institución que gestiona el repositorio institucional donde esta contenido este documento o set de datos. El CONCYTEC no se hace responsable por los contenidos (publicaciones y/o datos) accesibles a través del Repositorio Nacional Digital de Ciencia, Tecnología e Innovación de Acceso Abierto (ALICIA).