Spatio-temporal variability of sugarcane yield efficiency in the state of São Paulo, Brazil
Autor(a) principal: | |
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Data de Publicação: | 2012 |
Outros Autores: | |
Tipo de documento: | Artigo |
Idioma: | eng por |
Título da fonte: | Pesquisa Agropecuária Brasileira (Online) |
Texto Completo: | https://seer.sct.embrapa.br/index.php/pab/article/view/9775 |
Resumo: | The objective of this work was to assess the spatial and temporal variability of sugarcane yield efficiency and yield gap in the state of São Paulo, Brazil, throughout 16 growing seasons, considering climate and soil as main effects, and socioeconomic factors as complementary. An empirical model was used to assess potential and attainable yields, using climate data series from 37 weather stations. Soil effects were analyzed using the concept of production environments associated with a soil aptitude map for sugarcane. Crop yield efficiency increased from 0.42 to 0.58 in the analyzed period (1990/1991 to 2005/2006 crop seasons), and yield gap consequently decreased from 58 to 42%. Climatic factors explained 43% of the variability of sugarcane yield efficiency, in the following order of importance: solar radiation, water deficit, maximum air temperature, precipitation, and minimum air temperature. Soil explained 15% of the variability, considering the average of all seasons. There wasa change in the correlation pattern of climate and soil with yield efficiency after the 2001/2002 season, probablydue to the crop expansion to the west of the state during the subsequent period. Socioeconomic, biotic and cropmanagement factors together explain 42% of sugarcane yield efficiency in the state of São Paulo. |
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Spatio-temporal variability of sugarcane yield efficiency in the state of São Paulo, BrazilSpatio-temporal variability of sugarcane yield efficiency in the state of São Paulo, Brazilactual yield; attainable yield; biofuel; socioeconomy; yield gapprodutividade atual; produtividade atingível; biocombustível; socioeconomia; deficit de produtividadeThe objective of this work was to assess the spatial and temporal variability of sugarcane yield efficiency and yield gap in the state of São Paulo, Brazil, throughout 16 growing seasons, considering climate and soil as main effects, and socioeconomic factors as complementary. An empirical model was used to assess potential and attainable yields, using climate data series from 37 weather stations. Soil effects were analyzed using the concept of production environments associated with a soil aptitude map for sugarcane. Crop yield efficiency increased from 0.42 to 0.58 in the analyzed period (1990/1991 to 2005/2006 crop seasons), and yield gap consequently decreased from 58 to 42%. Climatic factors explained 43% of the variability of sugarcane yield efficiency, in the following order of importance: solar radiation, water deficit, maximum air temperature, precipitation, and minimum air temperature. Soil explained 15% of the variability, considering the average of all seasons. There wasa change in the correlation pattern of climate and soil with yield efficiency after the 2001/2002 season, probablydue to the crop expansion to the west of the state during the subsequent period. Socioeconomic, biotic and cropmanagement factors together explain 42% of sugarcane yield efficiency in the state of São Paulo.The objective of this work was to assess the spatial and temporal variability of sugarcane yield efficiency and yield gap in the state of São Paulo, Brazil, throughout 16 growing seasons, considering climate and soil as main effects, and socioeconomic factors as complementary. An empirical model was used to assess potential and attainable yields, using climate data series from 37 weather stations. Soil effects were analyzed using the concept of production environments associated with a soil aptitude map for sugarcane. Crop yield efficiency increased from 0.42 to 0.58 in the analyzed period (1990/1991 to 2005/2006 crop seasons), and yield gap consequently decreased from 58 to 42%. Climatic factors explained 43% of the variability of sugarcane yield efficiency, in the following order of importance: solar radiation, water deficit, maximum air temperature, precipitation, and minimum air temperature. Soil explained 15% of the variability, considering the average of all seasons. There wasa change in the correlation pattern of climate and soil with yield efficiency after the 2001/2002 season, probably due to the crop expansion to the west of the state during the subsequent period. Socioeconomic, biotic and crop management factors together explain 42% of sugarcane yield efficiency in the state of São Paulo. Pesquisa Agropecuaria BrasileiraPesquisa Agropecuária BrasileiraCNPQMarin, Fabio RicardoCarvalho, Gustavo Luís de2012-04-03info:eu-repo/semantics/articleinfo:eu-repo/semantics/publishedVersionapplication/pdfapplication/pdfhttps://seer.sct.embrapa.br/index.php/pab/article/view/9775Pesquisa Agropecuaria Brasileira; v.47, n.2, fev. 2012; 149-156Pesquisa Agropecuária Brasileira; v.47, n.2, fev. 2012; 149-1561678-39210100-104xreponame:Pesquisa Agropecuária Brasileira (Online)instname:Empresa Brasileira de Pesquisa Agropecuária (Embrapa)instacron:EMBRAPAengporhttps://seer.sct.embrapa.br/index.php/pab/article/view/9775/6775https://seer.sct.embrapa.br/index.php/pab/article/view/9775/7456info:eu-repo/semantics/openAccess2012-08-03T18:01:30Zoai:ojs.seer.sct.embrapa.br:article/9775Revistahttp://seer.sct.embrapa.br/index.php/pabPRIhttps://old.scielo.br/oai/scielo-oai.phppab@sct.embrapa.br || sct.pab@embrapa.br1678-39210100-204Xopendoar:2012-08-03T18:01:30Pesquisa Agropecuária Brasileira (Online) - Empresa Brasileira de Pesquisa Agropecuária (Embrapa)false |
dc.title.none.fl_str_mv |
Spatio-temporal variability of sugarcane yield efficiency in the state of São Paulo, Brazil Spatio-temporal variability of sugarcane yield efficiency in the state of São Paulo, Brazil |
title |
Spatio-temporal variability of sugarcane yield efficiency in the state of São Paulo, Brazil |
spellingShingle |
Spatio-temporal variability of sugarcane yield efficiency in the state of São Paulo, Brazil Marin, Fabio Ricardo actual yield; attainable yield; biofuel; socioeconomy; yield gap produtividade atual; produtividade atingível; biocombustível; socioeconomia; deficit de produtividade |
title_short |
Spatio-temporal variability of sugarcane yield efficiency in the state of São Paulo, Brazil |
title_full |
Spatio-temporal variability of sugarcane yield efficiency in the state of São Paulo, Brazil |
title_fullStr |
Spatio-temporal variability of sugarcane yield efficiency in the state of São Paulo, Brazil |
title_full_unstemmed |
Spatio-temporal variability of sugarcane yield efficiency in the state of São Paulo, Brazil |
title_sort |
Spatio-temporal variability of sugarcane yield efficiency in the state of São Paulo, Brazil |
author |
Marin, Fabio Ricardo |
author_facet |
Marin, Fabio Ricardo Carvalho, Gustavo Luís de |
author_role |
author |
author2 |
Carvalho, Gustavo Luís de |
author2_role |
author |
dc.contributor.none.fl_str_mv |
CNPQ |
dc.contributor.author.fl_str_mv |
Marin, Fabio Ricardo Carvalho, Gustavo Luís de |
dc.subject.por.fl_str_mv |
actual yield; attainable yield; biofuel; socioeconomy; yield gap produtividade atual; produtividade atingível; biocombustível; socioeconomia; deficit de produtividade |
topic |
actual yield; attainable yield; biofuel; socioeconomy; yield gap produtividade atual; produtividade atingível; biocombustível; socioeconomia; deficit de produtividade |
description |
The objective of this work was to assess the spatial and temporal variability of sugarcane yield efficiency and yield gap in the state of São Paulo, Brazil, throughout 16 growing seasons, considering climate and soil as main effects, and socioeconomic factors as complementary. An empirical model was used to assess potential and attainable yields, using climate data series from 37 weather stations. Soil effects were analyzed using the concept of production environments associated with a soil aptitude map for sugarcane. Crop yield efficiency increased from 0.42 to 0.58 in the analyzed period (1990/1991 to 2005/2006 crop seasons), and yield gap consequently decreased from 58 to 42%. Climatic factors explained 43% of the variability of sugarcane yield efficiency, in the following order of importance: solar radiation, water deficit, maximum air temperature, precipitation, and minimum air temperature. Soil explained 15% of the variability, considering the average of all seasons. There wasa change in the correlation pattern of climate and soil with yield efficiency after the 2001/2002 season, probablydue to the crop expansion to the west of the state during the subsequent period. Socioeconomic, biotic and cropmanagement factors together explain 42% of sugarcane yield efficiency in the state of São Paulo. |
publishDate |
2012 |
dc.date.none.fl_str_mv |
2012-04-03 |
dc.type.none.fl_str_mv |
|
dc.type.driver.fl_str_mv |
info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion |
format |
article |
status_str |
publishedVersion |
dc.identifier.uri.fl_str_mv |
https://seer.sct.embrapa.br/index.php/pab/article/view/9775 |
url |
https://seer.sct.embrapa.br/index.php/pab/article/view/9775 |
dc.language.iso.fl_str_mv |
eng por |
language |
eng por |
dc.relation.none.fl_str_mv |
https://seer.sct.embrapa.br/index.php/pab/article/view/9775/6775 https://seer.sct.embrapa.br/index.php/pab/article/view/9775/7456 |
dc.rights.driver.fl_str_mv |
info:eu-repo/semantics/openAccess |
eu_rights_str_mv |
openAccess |
dc.format.none.fl_str_mv |
application/pdf application/pdf |
dc.publisher.none.fl_str_mv |
Pesquisa Agropecuaria Brasileira Pesquisa Agropecuária Brasileira |
publisher.none.fl_str_mv |
Pesquisa Agropecuaria Brasileira Pesquisa Agropecuária Brasileira |
dc.source.none.fl_str_mv |
Pesquisa Agropecuaria Brasileira; v.47, n.2, fev. 2012; 149-156 Pesquisa Agropecuária Brasileira; v.47, n.2, fev. 2012; 149-156 1678-3921 0100-104x reponame:Pesquisa Agropecuária Brasileira (Online) instname:Empresa Brasileira de Pesquisa Agropecuária (Embrapa) instacron:EMBRAPA |
instname_str |
Empresa Brasileira de Pesquisa Agropecuária (Embrapa) |
instacron_str |
EMBRAPA |
institution |
EMBRAPA |
reponame_str |
Pesquisa Agropecuária Brasileira (Online) |
collection |
Pesquisa Agropecuária Brasileira (Online) |
repository.name.fl_str_mv |
Pesquisa Agropecuária Brasileira (Online) - Empresa Brasileira de Pesquisa Agropecuária (Embrapa) |
repository.mail.fl_str_mv |
pab@sct.embrapa.br || sct.pab@embrapa.br |
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