Spatial variability of maximum annual daily rain under different return periods at the Rio de Janeiro state, Brazil

Detalhes bibliográficos
Autor(a) principal: Machado,Roriz Luciano
Data de Publicação: 2010
Outros Autores: Ceddia,Marcos Bacis, Carvalho,Daniel Fonseca de, Cruz,Eleandro Silva da, Francelino,Marcio Rocha
Tipo de documento: Artigo
Idioma: eng
Título da fonte: Bragantia
Texto Completo: http://old.scielo.br/scielo.php?script=sci_arttext&pid=S0006-87052010000500009
Resumo: Knowledge of maximum daily rain and its return period in a region is an important tool to soil conservation, hydraulic engineering and preservation of road projects. The objective of this work was to evaluate the spatial variability of maximum annual daily rain considering different return periods, at the Rio de Janeiro State. The data set was composed by historical series of 119 rain gauges, for 36 years of observation. The return periods, estimated by Gumbel distribution, were 2, 5, 10, 25, 50 and 100 years. The spatial variability of the return periods was evaluated by semivariograms. All the return periods presented spatial dependence, with exponential and spherical model fitted to the experimental semivariograms. The parameters of the fitted semivariogram model were very similar; however, it was observed the presence of higher nugget effects for semivariograms of longer return periods. The values of maximum annual daily average rain in all the return periods increased from north to south and from countryside to the coast. In the region between the Serra do Mar range and the coast, besides increasing in magnitude, an increase in the spatial variability of the studied values with increasing return periods was also noticed. This behavior is probably caused by the orographic effect. The interpolated maps were more erratic for higher return periods and at the North, Northeast and Coastal Plain regions, in which the installation of new pluviometric stations are recommended.
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spelling Spatial variability of maximum annual daily rain under different return periods at the Rio de Janeiro state, Brazilrunoffextreme rainfallgeostatisticskrigingKnowledge of maximum daily rain and its return period in a region is an important tool to soil conservation, hydraulic engineering and preservation of road projects. The objective of this work was to evaluate the spatial variability of maximum annual daily rain considering different return periods, at the Rio de Janeiro State. The data set was composed by historical series of 119 rain gauges, for 36 years of observation. The return periods, estimated by Gumbel distribution, were 2, 5, 10, 25, 50 and 100 years. The spatial variability of the return periods was evaluated by semivariograms. All the return periods presented spatial dependence, with exponential and spherical model fitted to the experimental semivariograms. The parameters of the fitted semivariogram model were very similar; however, it was observed the presence of higher nugget effects for semivariograms of longer return periods. The values of maximum annual daily average rain in all the return periods increased from north to south and from countryside to the coast. In the region between the Serra do Mar range and the coast, besides increasing in magnitude, an increase in the spatial variability of the studied values with increasing return periods was also noticed. This behavior is probably caused by the orographic effect. The interpolated maps were more erratic for higher return periods and at the North, Northeast and Coastal Plain regions, in which the installation of new pluviometric stations are recommended.Instituto Agronômico de Campinas2010-01-01info:eu-repo/semantics/articleinfo:eu-repo/semantics/publishedVersiontext/htmlhttp://old.scielo.br/scielo.php?script=sci_arttext&pid=S0006-87052010000500009Bragantia v.69 suppl.0 2010reponame:Bragantiainstname:Instituto Agronômico de Campinas (IAC)instacron:IAC10.1590/S0006-87052010000500009info:eu-repo/semantics/openAccessMachado,Roriz LucianoCeddia,Marcos BacisCarvalho,Daniel Fonseca deCruz,Eleandro Silva daFrancelino,Marcio Rochaeng2011-02-14T00:00:00Zoai:scielo:S0006-87052010000500009Revistahttps://www.scielo.br/j/brag/https://old.scielo.br/oai/scielo-oai.phpbragantia@iac.sp.gov.br||bragantia@iac.sp.gov.br1678-44990006-8705opendoar:2011-02-14T00:00Bragantia - Instituto Agronômico de Campinas (IAC)false
dc.title.none.fl_str_mv Spatial variability of maximum annual daily rain under different return periods at the Rio de Janeiro state, Brazil
title Spatial variability of maximum annual daily rain under different return periods at the Rio de Janeiro state, Brazil
spellingShingle Spatial variability of maximum annual daily rain under different return periods at the Rio de Janeiro state, Brazil
Machado,Roriz Luciano
runoff
extreme rainfall
geostatistics
kriging
title_short Spatial variability of maximum annual daily rain under different return periods at the Rio de Janeiro state, Brazil
title_full Spatial variability of maximum annual daily rain under different return periods at the Rio de Janeiro state, Brazil
title_fullStr Spatial variability of maximum annual daily rain under different return periods at the Rio de Janeiro state, Brazil
title_full_unstemmed Spatial variability of maximum annual daily rain under different return periods at the Rio de Janeiro state, Brazil
title_sort Spatial variability of maximum annual daily rain under different return periods at the Rio de Janeiro state, Brazil
author Machado,Roriz Luciano
author_facet Machado,Roriz Luciano
Ceddia,Marcos Bacis
Carvalho,Daniel Fonseca de
Cruz,Eleandro Silva da
Francelino,Marcio Rocha
author_role author
author2 Ceddia,Marcos Bacis
Carvalho,Daniel Fonseca de
Cruz,Eleandro Silva da
Francelino,Marcio Rocha
author2_role author
author
author
author
dc.contributor.author.fl_str_mv Machado,Roriz Luciano
Ceddia,Marcos Bacis
Carvalho,Daniel Fonseca de
Cruz,Eleandro Silva da
Francelino,Marcio Rocha
dc.subject.por.fl_str_mv runoff
extreme rainfall
geostatistics
kriging
topic runoff
extreme rainfall
geostatistics
kriging
description Knowledge of maximum daily rain and its return period in a region is an important tool to soil conservation, hydraulic engineering and preservation of road projects. The objective of this work was to evaluate the spatial variability of maximum annual daily rain considering different return periods, at the Rio de Janeiro State. The data set was composed by historical series of 119 rain gauges, for 36 years of observation. The return periods, estimated by Gumbel distribution, were 2, 5, 10, 25, 50 and 100 years. The spatial variability of the return periods was evaluated by semivariograms. All the return periods presented spatial dependence, with exponential and spherical model fitted to the experimental semivariograms. The parameters of the fitted semivariogram model were very similar; however, it was observed the presence of higher nugget effects for semivariograms of longer return periods. The values of maximum annual daily average rain in all the return periods increased from north to south and from countryside to the coast. In the region between the Serra do Mar range and the coast, besides increasing in magnitude, an increase in the spatial variability of the studied values with increasing return periods was also noticed. This behavior is probably caused by the orographic effect. The interpolated maps were more erratic for higher return periods and at the North, Northeast and Coastal Plain regions, in which the installation of new pluviometric stations are recommended.
publishDate 2010
dc.date.none.fl_str_mv 2010-01-01
dc.type.driver.fl_str_mv info:eu-repo/semantics/article
dc.type.status.fl_str_mv info:eu-repo/semantics/publishedVersion
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dc.identifier.uri.fl_str_mv http://old.scielo.br/scielo.php?script=sci_arttext&pid=S0006-87052010000500009
url http://old.scielo.br/scielo.php?script=sci_arttext&pid=S0006-87052010000500009
dc.language.iso.fl_str_mv eng
language eng
dc.relation.none.fl_str_mv 10.1590/S0006-87052010000500009
dc.rights.driver.fl_str_mv info:eu-repo/semantics/openAccess
eu_rights_str_mv openAccess
dc.format.none.fl_str_mv text/html
dc.publisher.none.fl_str_mv Instituto Agronômico de Campinas
publisher.none.fl_str_mv Instituto Agronômico de Campinas
dc.source.none.fl_str_mv Bragantia v.69 suppl.0 2010
reponame:Bragantia
instname:Instituto Agronômico de Campinas (IAC)
instacron:IAC
instname_str Instituto Agronômico de Campinas (IAC)
instacron_str IAC
institution IAC
reponame_str Bragantia
collection Bragantia
repository.name.fl_str_mv Bragantia - Instituto Agronômico de Campinas (IAC)
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