SPATIAL AND TEMPORAL VARIABILITY OF RAIN EROSIVITY (EI30) IN THE STATE OF SÃO PAULO, BRAZIL
Autor(a) principal: | |
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Data de Publicação: | 2021 |
Outros Autores: | |
Tipo de documento: | Artigo |
Idioma: | por |
Título da fonte: | Repositório Institucional da UNESP |
DOI: | 10.5016/geociencias.v40i04.15492 |
Texto Completo: | http://dx.doi.org/10.5016/geociencias.v40i04.15492 http://hdl.handle.net/11449/223509 |
Resumo: | Rain erosivity is an important variable in the diagnosis of soil loss in predictive models. From the database of pluviometric posts of the Department of Water and Electricity (DAEE), the objective was to study the monthly and annual rainfall erosivity rates (EI30), and to evaluate the space-time variability in the state of São Paulo, in the periods 1987-2007 and 1997-2017. Descriptive and geostatistical statistical analysis of the data was performed. Data analysis indicated greater variability in seasonal transitional periods. Spatially, the spatial determination coefficient (R²) ranged between 0.800-0.992. The range (A) also indicated seasonal influence, varying between 126,000-608,000m (monthly) and 423,832-682,000m (annual). The cross-validation showed correlation coefficients (r) varying between 0.658-0.974 (monthly) and 0.799-0.835 (annual) indicating appreciable maps generated by ordinary kriging. The spatial analysis allowed to infer that in the dry period there was an increase in monthly erosivity in the southern direction of the state; while in the rainy season the opposite occurred. In the most recent period (1997-2017), annual erosivity was between 6,019-8,699 MJ mm ha-1 h-1 ano-1. Such results indicated a spatio-temporal evolution over the studied periods and represent recent estimates that can be widely used in predictive models of soil loss in the state. |
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SPATIAL AND TEMPORAL VARIABILITY OF RAIN EROSIVITY (EI30) IN THE STATE OF SÃO PAULO, BRAZILVARIABILIDADE CHUVAS (EI30) NO ESTADO DE SÃO PAULO, BRASILGeoestatisticSoil management and conservationUniversal Soil Loss EquationWater erosionRain erosivity is an important variable in the diagnosis of soil loss in predictive models. From the database of pluviometric posts of the Department of Water and Electricity (DAEE), the objective was to study the monthly and annual rainfall erosivity rates (EI30), and to evaluate the space-time variability in the state of São Paulo, in the periods 1987-2007 and 1997-2017. Descriptive and geostatistical statistical analysis of the data was performed. Data analysis indicated greater variability in seasonal transitional periods. Spatially, the spatial determination coefficient (R²) ranged between 0.800-0.992. The range (A) also indicated seasonal influence, varying between 126,000-608,000m (monthly) and 423,832-682,000m (annual). The cross-validation showed correlation coefficients (r) varying between 0.658-0.974 (monthly) and 0.799-0.835 (annual) indicating appreciable maps generated by ordinary kriging. The spatial analysis allowed to infer that in the dry period there was an increase in monthly erosivity in the southern direction of the state; while in the rainy season the opposite occurred. In the most recent period (1997-2017), annual erosivity was between 6,019-8,699 MJ mm ha-1 h-1 ano-1. Such results indicated a spatio-temporal evolution over the studied periods and represent recent estimates that can be widely used in predictive models of soil loss in the state.UNESP Universidade Estadual Paulista Faculdade de Engenharia de Ilha Solteira, Avenida Brasil Sul, 56, CentroUNESP Universidade Estadual Paulista Faculdade de Engenharia de Ilha Solteira, Avenida Brasil Sul, 56, CentroUniversidade Estadual Paulista (UNESP)Ricardi, Amanda De Moraes [UNESP]Lima, César Gustavo Da Rocha [UNESP]2022-04-28T19:51:11Z2022-04-28T19:51:11Z2021-01-01info:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/article965-985http://dx.doi.org/10.5016/geociencias.v40i04.15492Geociencias, v. 40, n. 4, p. 965-985, 2021.1980-900X0101-9082http://hdl.handle.net/11449/22350910.5016/geociencias.v40i04.154922-s2.0-85125171660Scopusreponame:Repositório Institucional da UNESPinstname:Universidade Estadual Paulista (UNESP)instacron:UNESPporGeocienciasinfo:eu-repo/semantics/openAccess2022-04-28T19:51:11Zoai:repositorio.unesp.br:11449/223509Repositório InstitucionalPUBhttp://repositorio.unesp.br/oai/requestopendoar:29462024-08-05T21:06:43.580619Repositório Institucional da UNESP - Universidade Estadual Paulista (UNESP)false |
dc.title.none.fl_str_mv |
SPATIAL AND TEMPORAL VARIABILITY OF RAIN EROSIVITY (EI30) IN THE STATE OF SÃO PAULO, BRAZIL VARIABILIDADE CHUVAS (EI30) NO ESTADO DE SÃO PAULO, BRASIL |
title |
SPATIAL AND TEMPORAL VARIABILITY OF RAIN EROSIVITY (EI30) IN THE STATE OF SÃO PAULO, BRAZIL |
spellingShingle |
SPATIAL AND TEMPORAL VARIABILITY OF RAIN EROSIVITY (EI30) IN THE STATE OF SÃO PAULO, BRAZIL SPATIAL AND TEMPORAL VARIABILITY OF RAIN EROSIVITY (EI30) IN THE STATE OF SÃO PAULO, BRAZIL Ricardi, Amanda De Moraes [UNESP] Geoestatistic Soil management and conservation Universal Soil Loss Equation Water erosion Ricardi, Amanda De Moraes [UNESP] Geoestatistic Soil management and conservation Universal Soil Loss Equation Water erosion |
title_short |
SPATIAL AND TEMPORAL VARIABILITY OF RAIN EROSIVITY (EI30) IN THE STATE OF SÃO PAULO, BRAZIL |
title_full |
SPATIAL AND TEMPORAL VARIABILITY OF RAIN EROSIVITY (EI30) IN THE STATE OF SÃO PAULO, BRAZIL |
title_fullStr |
SPATIAL AND TEMPORAL VARIABILITY OF RAIN EROSIVITY (EI30) IN THE STATE OF SÃO PAULO, BRAZIL SPATIAL AND TEMPORAL VARIABILITY OF RAIN EROSIVITY (EI30) IN THE STATE OF SÃO PAULO, BRAZIL |
title_full_unstemmed |
SPATIAL AND TEMPORAL VARIABILITY OF RAIN EROSIVITY (EI30) IN THE STATE OF SÃO PAULO, BRAZIL SPATIAL AND TEMPORAL VARIABILITY OF RAIN EROSIVITY (EI30) IN THE STATE OF SÃO PAULO, BRAZIL |
title_sort |
SPATIAL AND TEMPORAL VARIABILITY OF RAIN EROSIVITY (EI30) IN THE STATE OF SÃO PAULO, BRAZIL |
author |
Ricardi, Amanda De Moraes [UNESP] |
author_facet |
Ricardi, Amanda De Moraes [UNESP] Ricardi, Amanda De Moraes [UNESP] Lima, César Gustavo Da Rocha [UNESP] Lima, César Gustavo Da Rocha [UNESP] |
author_role |
author |
author2 |
Lima, César Gustavo Da Rocha [UNESP] |
author2_role |
author |
dc.contributor.none.fl_str_mv |
Universidade Estadual Paulista (UNESP) |
dc.contributor.author.fl_str_mv |
Ricardi, Amanda De Moraes [UNESP] Lima, César Gustavo Da Rocha [UNESP] |
dc.subject.por.fl_str_mv |
Geoestatistic Soil management and conservation Universal Soil Loss Equation Water erosion |
topic |
Geoestatistic Soil management and conservation Universal Soil Loss Equation Water erosion |
description |
Rain erosivity is an important variable in the diagnosis of soil loss in predictive models. From the database of pluviometric posts of the Department of Water and Electricity (DAEE), the objective was to study the monthly and annual rainfall erosivity rates (EI30), and to evaluate the space-time variability in the state of São Paulo, in the periods 1987-2007 and 1997-2017. Descriptive and geostatistical statistical analysis of the data was performed. Data analysis indicated greater variability in seasonal transitional periods. Spatially, the spatial determination coefficient (R²) ranged between 0.800-0.992. The range (A) also indicated seasonal influence, varying between 126,000-608,000m (monthly) and 423,832-682,000m (annual). The cross-validation showed correlation coefficients (r) varying between 0.658-0.974 (monthly) and 0.799-0.835 (annual) indicating appreciable maps generated by ordinary kriging. The spatial analysis allowed to infer that in the dry period there was an increase in monthly erosivity in the southern direction of the state; while in the rainy season the opposite occurred. In the most recent period (1997-2017), annual erosivity was between 6,019-8,699 MJ mm ha-1 h-1 ano-1. Such results indicated a spatio-temporal evolution over the studied periods and represent recent estimates that can be widely used in predictive models of soil loss in the state. |
publishDate |
2021 |
dc.date.none.fl_str_mv |
2021-01-01 2022-04-28T19:51:11Z 2022-04-28T19:51:11Z |
dc.type.status.fl_str_mv |
info:eu-repo/semantics/publishedVersion |
dc.type.driver.fl_str_mv |
info:eu-repo/semantics/article |
format |
article |
status_str |
publishedVersion |
dc.identifier.uri.fl_str_mv |
http://dx.doi.org/10.5016/geociencias.v40i04.15492 Geociencias, v. 40, n. 4, p. 965-985, 2021. 1980-900X 0101-9082 http://hdl.handle.net/11449/223509 10.5016/geociencias.v40i04.15492 2-s2.0-85125171660 |
url |
http://dx.doi.org/10.5016/geociencias.v40i04.15492 http://hdl.handle.net/11449/223509 |
identifier_str_mv |
Geociencias, v. 40, n. 4, p. 965-985, 2021. 1980-900X 0101-9082 10.5016/geociencias.v40i04.15492 2-s2.0-85125171660 |
dc.language.iso.fl_str_mv |
por |
language |
por |
dc.relation.none.fl_str_mv |
Geociencias |
dc.rights.driver.fl_str_mv |
info:eu-repo/semantics/openAccess |
eu_rights_str_mv |
openAccess |
dc.format.none.fl_str_mv |
965-985 |
dc.source.none.fl_str_mv |
Scopus reponame:Repositório Institucional da UNESP instname:Universidade Estadual Paulista (UNESP) instacron:UNESP |
instname_str |
Universidade Estadual Paulista (UNESP) |
instacron_str |
UNESP |
institution |
UNESP |
reponame_str |
Repositório Institucional da UNESP |
collection |
Repositório Institucional da UNESP |
repository.name.fl_str_mv |
Repositório Institucional da UNESP - Universidade Estadual Paulista (UNESP) |
repository.mail.fl_str_mv |
|
_version_ |
1822182266364755968 |
dc.identifier.doi.none.fl_str_mv |
10.5016/geociencias.v40i04.15492 |