Annual maximum daily rainfall trends in the Midwest, southeast and southern Brazil in the last 71 years.

Detalhes bibliográficos
Autor(a) principal: CARVALHO, J. R. P. de
Data de Publicação: 2014
Outros Autores: ASSAD, E. D., OLIVEIRA, A. F. de, PINTO, H. S.
Tipo de documento: Artigo
Idioma: eng
Título da fonte: Repositório Institucional da EMBRAPA (Repository Open Access to Scientific Information from EMBRAPA - Alice)
Texto Completo: http://www.alice.cnptia.embrapa.br/alice/handle/doc/1002874
Resumo: The aim of this study was to model, based on the overall distribution of extreme values, the probability of occurrence of a particular level of annual maximum daily rainfall in three Brazilian regions (Midwest, Southeast and South) and study their behavior over the past 71 years. The parameters of the general distribution of extreme values were estimated by the maximum likelihood method. The Mann-Kendall test showed that there is a positive trend in the annual maximum daily rainfall data series. The non-stationarity was rejected by the augmented Dickey-Fuller test supporting the use of the density function of extreme value distribution to describe the values of the occurrence of annual maximum daily rainfall. The Kolmogorov?Smirnov/Lilliefors goodness-of-fit test showed the good fit of the studied variable to the probability distribution function. The Midwest region has a return period of more frequent annual maximum daily rainfall below 300 mm in comparison with other regions. There is a clear change in the behavior of this extreme event in the Southern region. According to the literature, in past decades annual maximum daily rainfall of 248 mm has been estimated for a return period of 100 years for the state of Santa Catarina-South region, while the results found with the current series, annual maximum daily rainfall of 250 mm was estimated for a return period of 10 years. Extreme annual maximum daily rainfalls for return periods smaller were also found in other regions.
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spelling Annual maximum daily rainfall trends in the Midwest, southeast and southern Brazil in the last 71 years.Tendências do climaDistribuição de valores extremosThe aim of this study was to model, based on the overall distribution of extreme values, the probability of occurrence of a particular level of annual maximum daily rainfall in three Brazilian regions (Midwest, Southeast and South) and study their behavior over the past 71 years. The parameters of the general distribution of extreme values were estimated by the maximum likelihood method. The Mann-Kendall test showed that there is a positive trend in the annual maximum daily rainfall data series. The non-stationarity was rejected by the augmented Dickey-Fuller test supporting the use of the density function of extreme value distribution to describe the values of the occurrence of annual maximum daily rainfall. The Kolmogorov?Smirnov/Lilliefors goodness-of-fit test showed the good fit of the studied variable to the probability distribution function. The Midwest region has a return period of more frequent annual maximum daily rainfall below 300 mm in comparison with other regions. There is a clear change in the behavior of this extreme event in the Southern region. According to the literature, in past decades annual maximum daily rainfall of 248 mm has been estimated for a return period of 100 years for the state of Santa Catarina-South region, while the results found with the current series, annual maximum daily rainfall of 250 mm was estimated for a return period of 10 years. Extreme annual maximum daily rainfalls for return periods smaller were also found in other regions.JOSÉ RUY PORTO DE CARVALHO, CNPTIA; EDUARDO DELGADO ASSAD, CNPTIA; ARYEVERTON FORTES DE OLIVEIRA, CNPTIA; HILTON SILVEIRA PINTO, Cepagri/Unicamp.CARVALHO, J. R. P. deASSAD, E. D.OLIVEIRA, A. F. dePINTO, H. S.2014-12-17T11:11:11Z2014-12-17T11:11:11Z2014-12-1720142014-12-22T11:11:11Zinfo:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/articleWeather and Climate Extremes, v. 5-6, p. 7-15, 2014.http://www.alice.cnptia.embrapa.br/alice/handle/doc/100287410.1016/j.wace.2014.10.001enginfo:eu-repo/semantics/openAccessreponame:Repositório Institucional da EMBRAPA (Repository Open Access to Scientific Information from EMBRAPA - Alice)instname:Empresa Brasileira de Pesquisa Agropecuária (Embrapa)instacron:EMBRAPA2017-08-16T02:01:46Zoai:www.alice.cnptia.embrapa.br:doc/1002874Repositório InstitucionalPUBhttps://www.alice.cnptia.embrapa.br/oai/requestopendoar:21542017-08-16T02:01:46falseRepositório InstitucionalPUBhttps://www.alice.cnptia.embrapa.br/oai/requestcg-riaa@embrapa.bropendoar:21542017-08-16T02:01:46Repositório Institucional da EMBRAPA (Repository Open Access to Scientific Information from EMBRAPA - Alice) - Empresa Brasileira de Pesquisa Agropecuária (Embrapa)false
dc.title.none.fl_str_mv Annual maximum daily rainfall trends in the Midwest, southeast and southern Brazil in the last 71 years.
title Annual maximum daily rainfall trends in the Midwest, southeast and southern Brazil in the last 71 years.
spellingShingle Annual maximum daily rainfall trends in the Midwest, southeast and southern Brazil in the last 71 years.
CARVALHO, J. R. P. de
Tendências do clima
Distribuição de valores extremos
title_short Annual maximum daily rainfall trends in the Midwest, southeast and southern Brazil in the last 71 years.
title_full Annual maximum daily rainfall trends in the Midwest, southeast and southern Brazil in the last 71 years.
title_fullStr Annual maximum daily rainfall trends in the Midwest, southeast and southern Brazil in the last 71 years.
title_full_unstemmed Annual maximum daily rainfall trends in the Midwest, southeast and southern Brazil in the last 71 years.
title_sort Annual maximum daily rainfall trends in the Midwest, southeast and southern Brazil in the last 71 years.
author CARVALHO, J. R. P. de
author_facet CARVALHO, J. R. P. de
ASSAD, E. D.
OLIVEIRA, A. F. de
PINTO, H. S.
author_role author
author2 ASSAD, E. D.
OLIVEIRA, A. F. de
PINTO, H. S.
author2_role author
author
author
dc.contributor.none.fl_str_mv JOSÉ RUY PORTO DE CARVALHO, CNPTIA; EDUARDO DELGADO ASSAD, CNPTIA; ARYEVERTON FORTES DE OLIVEIRA, CNPTIA; HILTON SILVEIRA PINTO, Cepagri/Unicamp.
dc.contributor.author.fl_str_mv CARVALHO, J. R. P. de
ASSAD, E. D.
OLIVEIRA, A. F. de
PINTO, H. S.
dc.subject.por.fl_str_mv Tendências do clima
Distribuição de valores extremos
topic Tendências do clima
Distribuição de valores extremos
description The aim of this study was to model, based on the overall distribution of extreme values, the probability of occurrence of a particular level of annual maximum daily rainfall in three Brazilian regions (Midwest, Southeast and South) and study their behavior over the past 71 years. The parameters of the general distribution of extreme values were estimated by the maximum likelihood method. The Mann-Kendall test showed that there is a positive trend in the annual maximum daily rainfall data series. The non-stationarity was rejected by the augmented Dickey-Fuller test supporting the use of the density function of extreme value distribution to describe the values of the occurrence of annual maximum daily rainfall. The Kolmogorov?Smirnov/Lilliefors goodness-of-fit test showed the good fit of the studied variable to the probability distribution function. The Midwest region has a return period of more frequent annual maximum daily rainfall below 300 mm in comparison with other regions. There is a clear change in the behavior of this extreme event in the Southern region. According to the literature, in past decades annual maximum daily rainfall of 248 mm has been estimated for a return period of 100 years for the state of Santa Catarina-South region, while the results found with the current series, annual maximum daily rainfall of 250 mm was estimated for a return period of 10 years. Extreme annual maximum daily rainfalls for return periods smaller were also found in other regions.
publishDate 2014
dc.date.none.fl_str_mv 2014-12-17T11:11:11Z
2014-12-17T11:11:11Z
2014-12-17
2014
2014-12-22T11:11:11Z
dc.type.driver.fl_str_mv info:eu-repo/semantics/publishedVersion
info:eu-repo/semantics/article
format article
status_str publishedVersion
dc.identifier.uri.fl_str_mv Weather and Climate Extremes, v. 5-6, p. 7-15, 2014.
http://www.alice.cnptia.embrapa.br/alice/handle/doc/1002874
10.1016/j.wace.2014.10.001
identifier_str_mv Weather and Climate Extremes, v. 5-6, p. 7-15, 2014.
10.1016/j.wace.2014.10.001
url http://www.alice.cnptia.embrapa.br/alice/handle/doc/1002874
dc.language.iso.fl_str_mv eng
language eng
dc.rights.driver.fl_str_mv info:eu-repo/semantics/openAccess
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instname_str Empresa Brasileira de Pesquisa Agropecuária (Embrapa)
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reponame_str Repositório Institucional da EMBRAPA (Repository Open Access to Scientific Information from EMBRAPA - Alice)
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