Regionalization of rainfall over the Peruvian Pacific slope and coast
Descripción del Articulo
Documenting the heterogeneity of rainfall regimes is a prerequisite for water resources management, mitigation of risks associated to extremes weather events and for impact studies. In this paper, we present a method for regionalization of rainfall over the Peruvian Pacific slope and coast, which is...
| Autores: | , , , , , , , |
|---|---|
| Formato: | artículo |
| Fecha de Publicación: | 2017 |
| Institución: | Servicio Nacional de Meteorología e Hidrología del Perú |
| Repositorio: | SENAMHI-Institucional |
| Lenguaje: | inglés |
| OAI Identifier: | oai:repositorio.senamhi.gob.pe:20.500.12542/50 |
| Enlace del recurso: | https://hdl.handle.net/20.500.12542/50 https://doi.org/10.1002/joc.4693 |
| Nivel de acceso: | acceso cerrado |
| Materia: | ENSO k-means Peruvian coast Peruvian Pacific slope Rainfall Regional vector Regionalization |
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| dc.title.en_US.fl_str_mv |
Regionalization of rainfall over the Peruvian Pacific slope and coast |
| title |
Regionalization of rainfall over the Peruvian Pacific slope and coast |
| spellingShingle |
Regionalization of rainfall over the Peruvian Pacific slope and coast Rau, P. ENSO k-means Peruvian coast Peruvian Pacific slope Rainfall Regional vector Regionalization |
| title_short |
Regionalization of rainfall over the Peruvian Pacific slope and coast |
| title_full |
Regionalization of rainfall over the Peruvian Pacific slope and coast |
| title_fullStr |
Regionalization of rainfall over the Peruvian Pacific slope and coast |
| title_full_unstemmed |
Regionalization of rainfall over the Peruvian Pacific slope and coast |
| title_sort |
Regionalization of rainfall over the Peruvian Pacific slope and coast |
| author |
Rau, P. |
| author_facet |
Rau, P. Bourrel, L. Labat, D. Melo, P. Dewitte, Boris Frappart, F. Lavado-Casimiro, W. Felipe-Obando, Oscar |
| author_role |
author |
| author2 |
Bourrel, L. Labat, D. Melo, P. Dewitte, Boris Frappart, F. Lavado-Casimiro, W. Felipe-Obando, Oscar |
| author2_role |
author author author author author author author |
| dc.contributor.author.fl_str_mv |
Rau, P. Bourrel, L. Labat, D. Melo, P. Dewitte, Boris Frappart, F. Lavado-Casimiro, W. Felipe-Obando, Oscar |
| dc.subject.en_US.fl_str_mv |
ENSO k-means Peruvian coast Peruvian Pacific slope Rainfall Regional vector Regionalization |
| topic |
ENSO k-means Peruvian coast Peruvian Pacific slope Rainfall Regional vector Regionalization |
| description |
Documenting the heterogeneity of rainfall regimes is a prerequisite for water resources management, mitigation of risks associated to extremes weather events and for impact studies. In this paper, we present a method for regionalization of rainfall over the Peruvian Pacific slope and coast, which is the main economic zone of the country and concentrates almost 50% of the population. Our approach is based on a two-step process based on k-means clustering followed by the regional vector method (RVM) applied to a network of 145 rainfall stations covering the period 1964–2011. The advantage of combining cluster analysis and RVM is demonstrated compared with just applying each of these methods. Nine homogeneous regions are identified that depict the salient features of the rainfall variability over the study area. A detailed characterization of the rainfall regime in each of the identified regions is presented in response to climate variability at seasonal and interannual timescale. They are shown to grasp the main modes of influence of the El Niño Southern Oscillation (ENSO), that is, increased rainfall over downstream regions in northern Peru during extreme El Niño events and decreased rainfall over upstream regions along the Pacific slope during central Pacific El Niño events. Overall our study points to the value of our two-step regionalization procedure for climate impact studies. |
| publishDate |
2017 |
| dc.date.accessioned.none.fl_str_mv |
2019-07-20T03:41:15Z |
| dc.date.available.none.fl_str_mv |
2019-07-20T03:41:15Z |
| dc.date.issued.fl_str_mv |
2017-01 |
| dc.type.en_US.fl_str_mv |
info:eu-repo/semantics/article |
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article |
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https://hdl.handle.net/20.500.12542/50 |
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0000 0001 0746 0446 |
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https://doi.org/10.1002/joc.4693 |
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https://hdl.handle.net/20.500.12542/50 https://doi.org/10.1002/joc.4693 |
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0000 0001 0746 0446 |
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eng |
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eng |
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urn:issn:0899-8418 |
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info:eu-repo/semantics/closedAccess Atribución-NoComercial-SinDerivadas 3.0 Estados Unidos de América |
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http://creativecommons.org/licenses/by-nc-nd/3.0/us/ |
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closedAccess |
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Atribución-NoComercial-SinDerivadas 3.0 Estados Unidos de América http://creativecommons.org/licenses/by-nc-nd/3.0/us/ |
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application/pdf |
| dc.publisher.en_US.fl_str_mv |
John Wiley and Sons Ltd |
| dc.source.es_PE.fl_str_mv |
Servicio Nacional de Meteorología e Hidrología del Perú Repositorio Institucional - SENAMHI |
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reponame:SENAMHI-Institucional instname:Servicio Nacional de Meteorología e Hidrología del Perú instacron:SENAMHI |
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Servicio Nacional de Meteorología e Hidrología del Perú |
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SENAMHI |
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SENAMHI |
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SENAMHI-Institucional |
| dc.source.volume.en_US.fl_str_mv |
37 |
| dc.source.issue.en_US.fl_str_mv |
1 |
| dc.source.initialpage.en_US.fl_str_mv |
143 |
| dc.source.endpage.en_US.fl_str_mv |
158 |
| dc.source.journal.en_US.fl_str_mv |
International Journal of Climatology |
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Rau, P.Bourrel, L.Labat, D.Melo, P.Dewitte, BorisFrappart, F.Lavado-Casimiro, W.Felipe-Obando, Oscar2019-07-20T03:41:15Z2019-07-20T03:41:15Z2017-01https://hdl.handle.net/20.500.12542/500000 0001 0746 0446https://doi.org/10.1002/joc.4693Documenting the heterogeneity of rainfall regimes is a prerequisite for water resources management, mitigation of risks associated to extremes weather events and for impact studies. In this paper, we present a method for regionalization of rainfall over the Peruvian Pacific slope and coast, which is the main economic zone of the country and concentrates almost 50% of the population. Our approach is based on a two-step process based on k-means clustering followed by the regional vector method (RVM) applied to a network of 145 rainfall stations covering the period 1964–2011. The advantage of combining cluster analysis and RVM is demonstrated compared with just applying each of these methods. Nine homogeneous regions are identified that depict the salient features of the rainfall variability over the study area. A detailed characterization of the rainfall regime in each of the identified regions is presented in response to climate variability at seasonal and interannual timescale. They are shown to grasp the main modes of influence of the El Niño Southern Oscillation (ENSO), that is, increased rainfall over downstream regions in northern Peru during extreme El Niño events and decreased rainfall over upstream regions along the Pacific slope during central Pacific El Niño events. 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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).