Calibration and test of the CROPGRO-DRY bean model for edaphoclimatic conditions in the savanas of Central Brazil.
Autor(a) principal: | |
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Data de Publicação: | 2002 |
Outros Autores: | , , , |
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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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 |
eu_rights_str_mv |
openAccess |
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) instacron:EMBRAPA |
instname_str |
Empresa Brasileira de Pesquisa Agropecuária (Embrapa) |
instacron_str |
EMBRAPA |
institution |
EMBRAPA |
reponame_str |
Repositório Institucional da EMBRAPA (Repository Open Access to Scientific Information from EMBRAPA - Alice) |
collection |
Repositório Institucional da EMBRAPA (Repository Open Access to Scientific Information from EMBRAPA - Alice) |
repository.name.fl_str_mv |
Repositório Institucional da EMBRAPA (Repository Open Access to Scientific Information from EMBRAPA - Alice) - Empresa Brasileira de Pesquisa Agropecuária (Embrapa) |
repository.mail.fl_str_mv |
cg-riaa@embrapa.br |
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1794503500852363264 |