Calibration and validation of models for short-term decomposition and N mineralization.

Detalhes bibliográficos
Autor(a) principal: NASCIMENTO, A. F. do
Data de Publicação: 2012
Outros Autores: MENDONÇA, E. de S., LEITE, L. F. C., SCHOLBERG, J., NEVES, J. C. L.
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/979454
https://doi.org/10.1590/S0103-90162012000600008
Resumo: Insight of nutrient release patterns associated with the decomposition of plant residues is important for their effective use as a green manure in food production systems. Thus, this study aimed to evaluate the ability of the Century, APSIM and NDICEA simulation models for predicting the decomposition and N mineralization of crop residues in the tropical Atlantic forest biome, Brazil. The simulation models were calibrated based on actual decomposition and N mineralization rates of three types of crop residues with different chemical and biochemical composition. The models were also validated for different pedo-climatic conditions and crop residues conditions. In general, the accuracy of decomposition and N mineralization improved after calibration. Overall RMSE values for the decomposition and N mineralization of the crop materials varied from 7.4 to 64.6 % before models calibration compared to 3.7 to 16.3 % after calibration. Therefore, adequate calibration of the models is indispensable for use them under humid tropical conditions. The NDICEA model generally outperformed the other models. However, the decomposition and N mineralization was not very accurate during the first 30 days of incubation, especially for easily decomposable crop residues. An additional model variable may be required to capture initial microbiological growth as affected by the moisture dynamics of the residues, as is the case in surface residues decomposition models
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spelling Calibration and validation of models for short-term decomposition and N mineralization.ModelingNutrient cyclingOrganic agriculturesoil organic matterInsight of nutrient release patterns associated with the decomposition of plant residues is important for their effective use as a green manure in food production systems. Thus, this study aimed to evaluate the ability of the Century, APSIM and NDICEA simulation models for predicting the decomposition and N mineralization of crop residues in the tropical Atlantic forest biome, Brazil. The simulation models were calibrated based on actual decomposition and N mineralization rates of three types of crop residues with different chemical and biochemical composition. The models were also validated for different pedo-climatic conditions and crop residues conditions. In general, the accuracy of decomposition and N mineralization improved after calibration. Overall RMSE values for the decomposition and N mineralization of the crop materials varied from 7.4 to 64.6 % before models calibration compared to 3.7 to 16.3 % after calibration. Therefore, adequate calibration of the models is indispensable for use them under humid tropical conditions. The NDICEA model generally outperformed the other models. However, the decomposition and N mineralization was not very accurate during the first 30 days of incubation, especially for easily decomposable crop residues. An additional model variable may be required to capture initial microbiological growth as affected by the moisture dynamics of the residues, as is the case in surface residues decomposition modelsALEXANDRE FERREIRA DO NASCIMENTO, CNPSEDUARDO DE SÁ MENDONÇA, UFV/UFESLUIZ FERNANDO CARVALHO LEITE, CPAMNJOHANNES SCHOLBERG, University of WageningenJULIO CESAR LIMA NEVES, UFV.NASCIMENTO, A. F. doMENDONÇA, E. de S.LEITE, L. F. C.SCHOLBERG, J.NEVES, J. C. L.2014-02-11T11:11:11Z2014-02-11T11:11:11Z2014-02-1120122018-02-01T11:11:11Zinfo:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/articleScientia Agricola, Piracicaba, v. 69, n. 6, p. 393-401, Nov./Dec. 2012.http://www.alice.cnptia.embrapa.br/alice/handle/doc/979454https://doi.org/10.1590/S0103-90162012000600008enginfo: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:EMBRAPA2017-08-16T00:20:28Zoai:www.alice.cnptia.embrapa.br:doc/979454Repositório InstitucionalPUBhttps://www.alice.cnptia.embrapa.br/oai/requestopendoar:21542017-08-16T00:20:28falseRepositório InstitucionalPUBhttps://www.alice.cnptia.embrapa.br/oai/requestcg-riaa@embrapa.bropendoar:21542017-08-16T00:20:28Repositório 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 validation of models for short-term decomposition and N mineralization.
title Calibration and validation of models for short-term decomposition and N mineralization.
spellingShingle Calibration and validation of models for short-term decomposition and N mineralization.
NASCIMENTO, A. F. do
Modeling
Nutrient cycling
Organic agriculture
soil organic matter
title_short Calibration and validation of models for short-term decomposition and N mineralization.
title_full Calibration and validation of models for short-term decomposition and N mineralization.
title_fullStr Calibration and validation of models for short-term decomposition and N mineralization.
title_full_unstemmed Calibration and validation of models for short-term decomposition and N mineralization.
title_sort Calibration and validation of models for short-term decomposition and N mineralization.
author NASCIMENTO, A. F. do
author_facet NASCIMENTO, A. F. do
MENDONÇA, E. de S.
LEITE, L. F. C.
SCHOLBERG, J.
NEVES, J. C. L.
author_role author
author2 MENDONÇA, E. de S.
LEITE, L. F. C.
SCHOLBERG, J.
NEVES, J. C. L.
author2_role author
author
author
author
dc.contributor.none.fl_str_mv ALEXANDRE FERREIRA DO NASCIMENTO, CNPS
EDUARDO DE SÁ MENDONÇA, UFV/UFES
LUIZ FERNANDO CARVALHO LEITE, CPAMN
JOHANNES SCHOLBERG, University of Wageningen
JULIO CESAR LIMA NEVES, UFV.
dc.contributor.author.fl_str_mv NASCIMENTO, A. F. do
MENDONÇA, E. de S.
LEITE, L. F. C.
SCHOLBERG, J.
NEVES, J. C. L.
dc.subject.por.fl_str_mv Modeling
Nutrient cycling
Organic agriculture
soil organic matter
topic Modeling
Nutrient cycling
Organic agriculture
soil organic matter
description Insight of nutrient release patterns associated with the decomposition of plant residues is important for their effective use as a green manure in food production systems. Thus, this study aimed to evaluate the ability of the Century, APSIM and NDICEA simulation models for predicting the decomposition and N mineralization of crop residues in the tropical Atlantic forest biome, Brazil. The simulation models were calibrated based on actual decomposition and N mineralization rates of three types of crop residues with different chemical and biochemical composition. The models were also validated for different pedo-climatic conditions and crop residues conditions. In general, the accuracy of decomposition and N mineralization improved after calibration. Overall RMSE values for the decomposition and N mineralization of the crop materials varied from 7.4 to 64.6 % before models calibration compared to 3.7 to 16.3 % after calibration. Therefore, adequate calibration of the models is indispensable for use them under humid tropical conditions. The NDICEA model generally outperformed the other models. However, the decomposition and N mineralization was not very accurate during the first 30 days of incubation, especially for easily decomposable crop residues. An additional model variable may be required to capture initial microbiological growth as affected by the moisture dynamics of the residues, as is the case in surface residues decomposition models
publishDate 2012
dc.date.none.fl_str_mv 2012
2014-02-11T11:11:11Z
2014-02-11T11:11:11Z
2014-02-11
2018-02-01T11:11:11Z
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, Piracicaba, v. 69, n. 6, p. 393-401, Nov./Dec. 2012.
http://www.alice.cnptia.embrapa.br/alice/handle/doc/979454
https://doi.org/10.1590/S0103-90162012000600008
identifier_str_mv Scientia Agricola, Piracicaba, v. 69, n. 6, p. 393-401, Nov./Dec. 2012.
url http://www.alice.cnptia.embrapa.br/alice/handle/doc/979454
https://doi.org/10.1590/S0103-90162012000600008
dc.language.iso.fl_str_mv eng
language eng
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instname:Empresa Brasileira de Pesquisa Agropecuária (Embrapa)
instacron:EMBRAPA
instname_str Empresa Brasileira de Pesquisa Agropecuária (Embrapa)
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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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