Calibration and validation of models for short-term decomposition and N mineralization of plant residues in the tropics

Detalhes bibliográficos
Autor(a) principal: Nascimento,Alexandre Ferreira do
Data de Publicação: 2012
Outros Autores: Mendonça,Eduardo de Sá, Leite,Luiz Fernando Carvalho, Scholberg,Johannes, Neves,Julio Cesar Lima
Tipo de documento: Artigo
Idioma: eng
Título da fonte: Scientia Agrícola (Online)
Texto Completo: http://old.scielo.br/scielo.php?script=sci_arttext&pid=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 of plant residues in the tropicsmodelingnutrient 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 models.Escola Superior de Agricultura "Luiz de Queiroz"2012-12-01info:eu-repo/semantics/articleinfo:eu-repo/semantics/publishedVersiontext/htmlhttp://old.scielo.br/scielo.php?script=sci_arttext&pid=S0103-90162012000600008Scientia Agricola v.69 n.6 2012reponame:Scientia Agrícola (Online)instname:Universidade de São Paulo (USP)instacron:USP10.1590/S0103-90162012000600008info:eu-repo/semantics/openAccessNascimento,Alexandre Ferreira doMendonça,Eduardo de SáLeite,Luiz Fernando CarvalhoScholberg,JohannesNeves,Julio Cesar Limaeng2012-11-14T00:00:00Zoai:scielo:S0103-90162012000600008Revistahttp://revistas.usp.br/sa/indexPUBhttps://old.scielo.br/oai/scielo-oai.phpscientia@usp.br||alleoni@usp.br1678-992X0103-9016opendoar:2012-11-14T00:00Scientia Agrícola (Online) - Universidade de São Paulo (USP)false
dc.title.none.fl_str_mv Calibration and validation of models for short-term decomposition and N mineralization of plant residues in the tropics
title Calibration and validation of models for short-term decomposition and N mineralization of plant residues in the tropics
spellingShingle Calibration and validation of models for short-term decomposition and N mineralization of plant residues in the tropics
Nascimento,Alexandre Ferreira do
modeling
nutrient cycling
organic agriculture
soil organic matter
title_short Calibration and validation of models for short-term decomposition and N mineralization of plant residues in the tropics
title_full Calibration and validation of models for short-term decomposition and N mineralization of plant residues in the tropics
title_fullStr Calibration and validation of models for short-term decomposition and N mineralization of plant residues in the tropics
title_full_unstemmed Calibration and validation of models for short-term decomposition and N mineralization of plant residues in the tropics
title_sort Calibration and validation of models for short-term decomposition and N mineralization of plant residues in the tropics
author Nascimento,Alexandre Ferreira do
author_facet Nascimento,Alexandre Ferreira do
Mendonça,Eduardo de Sá
Leite,Luiz Fernando Carvalho
Scholberg,Johannes
Neves,Julio Cesar Lima
author_role author
author2 Mendonça,Eduardo de Sá
Leite,Luiz Fernando Carvalho
Scholberg,Johannes
Neves,Julio Cesar Lima
author2_role author
author
author
author
dc.contributor.author.fl_str_mv Nascimento,Alexandre Ferreira do
Mendonça,Eduardo de Sá
Leite,Luiz Fernando Carvalho
Scholberg,Johannes
Neves,Julio Cesar Lima
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 2012-12-01
dc.type.driver.fl_str_mv info:eu-repo/semantics/article
dc.type.status.fl_str_mv info:eu-repo/semantics/publishedVersion
format article
status_str publishedVersion
dc.identifier.uri.fl_str_mv http://old.scielo.br/scielo.php?script=sci_arttext&pid=S0103-90162012000600008
url http://old.scielo.br/scielo.php?script=sci_arttext&pid=S0103-90162012000600008
dc.language.iso.fl_str_mv eng
language eng
dc.relation.none.fl_str_mv 10.1590/S0103-90162012000600008
dc.rights.driver.fl_str_mv info:eu-repo/semantics/openAccess
eu_rights_str_mv openAccess
dc.format.none.fl_str_mv text/html
dc.publisher.none.fl_str_mv Escola Superior de Agricultura "Luiz de Queiroz"
publisher.none.fl_str_mv Escola Superior de Agricultura "Luiz de Queiroz"
dc.source.none.fl_str_mv Scientia Agricola v.69 n.6 2012
reponame:Scientia Agrícola (Online)
instname:Universidade de São Paulo (USP)
instacron:USP
instname_str Universidade de São Paulo (USP)
instacron_str USP
institution USP
reponame_str Scientia Agrícola (Online)
collection Scientia Agrícola (Online)
repository.name.fl_str_mv Scientia Agrícola (Online) - Universidade de São Paulo (USP)
repository.mail.fl_str_mv scientia@usp.br||alleoni@usp.br
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