Calibration and test of the CROPGRO-DRY bean model for edaphoclimatic conditions in the savanas of Central Brazil.

Detalhes bibliográficos
Autor(a) principal: MEIRELES, E. J. L.
Data de Publicação: 2002
Outros Autores: PEREIRA, A. R., SENTELHAS, P. C., STONE, L. F., ZIMMERMANN, F. J. P.
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/193158
Resumo: Simulation models are important tools for the analysis of cultivated systems to estimate the performance of crops in different environments. The CROPGRO- model (DSSAT) was calibrated and validated using Carioca bean (Phaseolus vulgaris L.) to estimate yield and the development of the crop, sown in three row spacings (0.4, 0.5, and 0.6 m) and two fertilization rates (300 and 500 kg ha-1 of 4-30-16 N-P-K), in Santo Antônio de Goiás, GO, Brazil. To calibrate the model a combination of the genetic coefficients that characterize the phenology and morphology of the dry bean crop was used to obtain the best possible fit between predicted and observed anthesis and physiological maturity dates, leaf area index (LAI), total dry matter (TDM), yield components, and grain yield for the 0.6 m row spacing. To test the model the experimental records of the 0.4 and 0.5 m row spacings were used. In both, calibration and test, the performance of the model was evaluated plotting observed and predicted values of LAI and TDM versus time, using the r2, and the agreement index (d)as statistical criteria. In relation to yield and yield components the percent difference between the observed and predicted data was calculated. The model appeared to be adequate to simulate phenology, grain yield and yield components for the Carioca bean cultivar, related to different levels of fertilization and row spacing, either during calibration or the testing phase. During the test, the grain yield was overestimated by less than15.4%, indicating a potential use for the calibrated model in assessing climatic risks in this regioN.
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spelling Calibration and test of the CROPGRO-DRY bean model for edaphoclimatic conditions in the savanas of Central Brazil.DSSATCalibracaoModeloCerradoFeijãoPhaseolus VulgarisSimulaçãoSimulation models are important tools for the analysis of cultivated systems to estimate the performance of crops in different environments. The CROPGRO- model (DSSAT) was calibrated and validated using Carioca bean (Phaseolus vulgaris L.) to estimate yield and the development of the crop, sown in three row spacings (0.4, 0.5, and 0.6 m) and two fertilization rates (300 and 500 kg ha-1 of 4-30-16 N-P-K), in Santo Antônio de Goiás, GO, Brazil. To calibrate the model a combination of the genetic coefficients that characterize the phenology and morphology of the dry bean crop was used to obtain the best possible fit between predicted and observed anthesis and physiological maturity dates, leaf area index (LAI), total dry matter (TDM), yield components, and grain yield for the 0.6 m row spacing. To test the model the experimental records of the 0.4 and 0.5 m row spacings were used. In both, calibration and test, the performance of the model was evaluated plotting observed and predicted values of LAI and TDM versus time, using the r2, and the agreement index (d)as statistical criteria. In relation to yield and yield components the percent difference between the observed and predicted data was calculated. The model appeared to be adequate to simulate phenology, grain yield and yield components for the Carioca bean cultivar, related to different levels of fertilization and row spacing, either during calibration or the testing phase. During the test, the grain yield was overestimated by less than15.4%, indicating a potential use for the calibrated model in assessing climatic risks in this regioN.ELZA JACQUELINE LEITE MEIRELES, CNPAFANTONIO ROBERTO PEREIRAPAULO CESAR SENTELHASLUIS FERNANDO STONE, CNPAFFRANCISCO JOSE P ZIMMERMANN, CNPAF.MEIRELES, E. J. L.PEREIRA, A. R.SENTELHAS, P. C.STONE, L. F.ZIMMERMANN, F. J. P.2021-01-12T09:02:12Z2021-01-12T09:02:12Z2002-11-082002info:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/articleScientia Agricola, v. 59, n. 4, p. 723-729, out./dez. 2002.http://www.alice.cnptia.embrapa.br/alice/handle/doc/193158enginfo: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:EMBRAPA2021-01-12T09:02:37Zoai:www.alice.cnptia.embrapa.br:doc/193158Repositório InstitucionalPUBhttps://www.alice.cnptia.embrapa.br/oai/requestopendoar:21542021-01-12T09:02:37falseRepositório InstitucionalPUBhttps://www.alice.cnptia.embrapa.br/oai/requestcg-riaa@embrapa.bropendoar:21542021-01-12T09:02:37Repositório 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 Calibration and test of the CROPGRO-DRY bean model for edaphoclimatic conditions in the savanas of Central Brazil.
title Calibration and test of the CROPGRO-DRY bean model for edaphoclimatic conditions in the savanas of Central Brazil.
spellingShingle Calibration and test of the CROPGRO-DRY bean model for edaphoclimatic conditions in the savanas of Central Brazil.
MEIRELES, E. J. L.
DSSAT
Calibracao
Modelo
Cerrado
Feijão
Phaseolus Vulgaris
Simulação
title_short Calibration and test of the CROPGRO-DRY bean model for edaphoclimatic conditions in the savanas of Central Brazil.
title_full Calibration and test of the CROPGRO-DRY bean model for edaphoclimatic conditions in the savanas of Central Brazil.
title_fullStr Calibration and test of the CROPGRO-DRY bean model for edaphoclimatic conditions in the savanas of Central Brazil.
title_full_unstemmed Calibration and test of the CROPGRO-DRY bean model for edaphoclimatic conditions in the savanas of Central Brazil.
title_sort Calibration and test of the CROPGRO-DRY bean model for edaphoclimatic conditions in the savanas of Central Brazil.
author MEIRELES, E. J. L.
author_facet MEIRELES, E. J. L.
PEREIRA, A. R.
SENTELHAS, P. C.
STONE, L. F.
ZIMMERMANN, F. J. P.
author_role author
author2 PEREIRA, A. R.
SENTELHAS, P. C.
STONE, L. F.
ZIMMERMANN, F. J. P.
author2_role author
author
author
author
dc.contributor.none.fl_str_mv ELZA JACQUELINE LEITE MEIRELES, CNPAF
ANTONIO ROBERTO PEREIRA
PAULO CESAR SENTELHAS
LUIS FERNANDO STONE, CNPAF
FRANCISCO JOSE P ZIMMERMANN, CNPAF.
dc.contributor.author.fl_str_mv MEIRELES, E. J. L.
PEREIRA, A. R.
SENTELHAS, P. C.
STONE, L. F.
ZIMMERMANN, F. J. P.
dc.subject.por.fl_str_mv DSSAT
Calibracao
Modelo
Cerrado
Feijão
Phaseolus Vulgaris
Simulação
topic DSSAT
Calibracao
Modelo
Cerrado
Feijão
Phaseolus Vulgaris
Simulação
description Simulation models are important tools for the analysis of cultivated systems to estimate the performance of crops in different environments. The CROPGRO- model (DSSAT) was calibrated and validated using Carioca bean (Phaseolus vulgaris L.) to estimate yield and the development of the crop, sown in three row spacings (0.4, 0.5, and 0.6 m) and two fertilization rates (300 and 500 kg ha-1 of 4-30-16 N-P-K), in Santo Antônio de Goiás, GO, Brazil. To calibrate the model a combination of the genetic coefficients that characterize the phenology and morphology of the dry bean crop was used to obtain the best possible fit between predicted and observed anthesis and physiological maturity dates, leaf area index (LAI), total dry matter (TDM), yield components, and grain yield for the 0.6 m row spacing. To test the model the experimental records of the 0.4 and 0.5 m row spacings were used. In both, calibration and test, the performance of the model was evaluated plotting observed and predicted values of LAI and TDM versus time, using the r2, and the agreement index (d)as statistical criteria. In relation to yield and yield components the percent difference between the observed and predicted data was calculated. The model appeared to be adequate to simulate phenology, grain yield and yield components for the Carioca bean cultivar, related to different levels of fertilization and row spacing, either during calibration or the testing phase. During the test, the grain yield was overestimated by less than15.4%, indicating a potential use for the calibrated model in assessing climatic risks in this regioN.
publishDate 2002
dc.date.none.fl_str_mv 2002-11-08
2002
2021-01-12T09:02:12Z
2021-01-12T09:02:12Z
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 Scientia Agricola, v. 59, n. 4, p. 723-729, out./dez. 2002.
http://www.alice.cnptia.embrapa.br/alice/handle/doc/193158
identifier_str_mv Scientia Agricola, v. 59, n. 4, p. 723-729, out./dez. 2002.
url http://www.alice.cnptia.embrapa.br/alice/handle/doc/193158
dc.language.iso.fl_str_mv eng
language eng
dc.rights.driver.fl_str_mv info:eu-repo/semantics/openAccess
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dc.source.none.fl_str_mv reponame:Repositório Institucional da EMBRAPA (Repository Open Access to Scientific Information from EMBRAPA - Alice)
instname:Empresa Brasileira de Pesquisa Agropecuária (Embrapa)
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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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