Spatial and temporal variability of droughts in Portugal

Bibliographic Details
Main Author: Santos, Joao Filipe
Publication Date: 2010
Other Authors: Pulido-Calvo, Inmaculada, Portela, Maria Manuela
Format: Article
Language: eng
Source: Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
Download full: http://hdl.handle.net/20.500.12207/509
Summary: [1] An analysis of droughts in mainland Portugal based on monthly precipitation data, from September 1910 to October 2004, in 144 rain gages distributed uniformly over the country is presented. The drought events were characterized by means of the Standardized Precipitation Index (SPI) applied to different time scales (1, 6, and 12 consecutive months and 6 months from April to September and 12 months from October to September). To assess spatial and temporal patterns of droughts, a principal component analysis (PCA) and K-means clustering (KMC) were applied to the SPI series. In this way, three different and spatially well-defined regions with different temporal evolution of droughts were identified (north, central, and south regions of Portugal). A spectral analysis of the SPI patterns obtained with principal component analysis and clusters analysis, using the fast Fourier transform algorithm (FFT), showed that there is a manifest 3.6-year cycle in the SPI pattern in the south of Portugal and evident 2.4-year and 13.4-year cycles in the north of Portugal. The observation of the drought periods supports the occurrence of more frequent cycles of dry events in the south (droughts from moderate to extreme approximately every 3.6 years) than in the north (droughts from severe to extreme approximately every 13.4 years). These results suggest a much stronger immediate influence of the NAO in the south than in the north of Portugal, although these relations remain a challenging task.
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spelling Spatial and temporal variability of droughts in PortugalStandardized precipitation indexPrincipal component analysisClusters analysisFast Fourier transform[1] An analysis of droughts in mainland Portugal based on monthly precipitation data, from September 1910 to October 2004, in 144 rain gages distributed uniformly over the country is presented. The drought events were characterized by means of the Standardized Precipitation Index (SPI) applied to different time scales (1, 6, and 12 consecutive months and 6 months from April to September and 12 months from October to September). To assess spatial and temporal patterns of droughts, a principal component analysis (PCA) and K-means clustering (KMC) were applied to the SPI series. In this way, three different and spatially well-defined regions with different temporal evolution of droughts were identified (north, central, and south regions of Portugal). A spectral analysis of the SPI patterns obtained with principal component analysis and clusters analysis, using the fast Fourier transform algorithm (FFT), showed that there is a manifest 3.6-year cycle in the SPI pattern in the south of Portugal and evident 2.4-year and 13.4-year cycles in the north of Portugal. The observation of the drought periods supports the occurrence of more frequent cycles of dry events in the south (droughts from moderate to extreme approximately every 3.6 years) than in the north (droughts from severe to extreme approximately every 13.4 years). These results suggest a much stronger immediate influence of the NAO in the south than in the north of Portugal, although these relations remain a challenging task.2013-10-17T09:32:23Z2013-10-17T00:00:00Z2010-03-01T00:00:00Z2010-03-01T00:00:00Zinfo:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/articlehttp://hdl.handle.net/20.500.12207/509engmetadata only accessinfo:eu-repo/semantics/openAccessSantos, Joao FilipePulido-Calvo, InmaculadaPortela, Maria Manuelareponame:Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)instname:Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informaçãoinstacron:RCAAP2022-06-23T07:46:26Zoai:repositorio.ipbeja.pt:20.500.12207/509Portal AgregadorONGhttps://www.rcaap.pt/oai/openaireopendoar:71602024-03-19T14:58:14.021335Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) - Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informaçãofalse
dc.title.none.fl_str_mv Spatial and temporal variability of droughts in Portugal
title Spatial and temporal variability of droughts in Portugal
spellingShingle Spatial and temporal variability of droughts in Portugal
Santos, Joao Filipe
Standardized precipitation index
Principal component analysis
Clusters analysis
Fast Fourier transform
title_short Spatial and temporal variability of droughts in Portugal
title_full Spatial and temporal variability of droughts in Portugal
title_fullStr Spatial and temporal variability of droughts in Portugal
title_full_unstemmed Spatial and temporal variability of droughts in Portugal
title_sort Spatial and temporal variability of droughts in Portugal
author Santos, Joao Filipe
author_facet Santos, Joao Filipe
Pulido-Calvo, Inmaculada
Portela, Maria Manuela
author_role author
author2 Pulido-Calvo, Inmaculada
Portela, Maria Manuela
author2_role author
author
dc.contributor.author.fl_str_mv Santos, Joao Filipe
Pulido-Calvo, Inmaculada
Portela, Maria Manuela
dc.subject.por.fl_str_mv Standardized precipitation index
Principal component analysis
Clusters analysis
Fast Fourier transform
topic Standardized precipitation index
Principal component analysis
Clusters analysis
Fast Fourier transform
description [1] An analysis of droughts in mainland Portugal based on monthly precipitation data, from September 1910 to October 2004, in 144 rain gages distributed uniformly over the country is presented. The drought events were characterized by means of the Standardized Precipitation Index (SPI) applied to different time scales (1, 6, and 12 consecutive months and 6 months from April to September and 12 months from October to September). To assess spatial and temporal patterns of droughts, a principal component analysis (PCA) and K-means clustering (KMC) were applied to the SPI series. In this way, three different and spatially well-defined regions with different temporal evolution of droughts were identified (north, central, and south regions of Portugal). A spectral analysis of the SPI patterns obtained with principal component analysis and clusters analysis, using the fast Fourier transform algorithm (FFT), showed that there is a manifest 3.6-year cycle in the SPI pattern in the south of Portugal and evident 2.4-year and 13.4-year cycles in the north of Portugal. The observation of the drought periods supports the occurrence of more frequent cycles of dry events in the south (droughts from moderate to extreme approximately every 3.6 years) than in the north (droughts from severe to extreme approximately every 13.4 years). These results suggest a much stronger immediate influence of the NAO in the south than in the north of Portugal, although these relations remain a challenging task.
publishDate 2010
dc.date.none.fl_str_mv 2010-03-01T00:00:00Z
2010-03-01T00:00:00Z
2013-10-17T09:32:23Z
2013-10-17T00:00:00Z
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