Fitting of decomposition of sewage sludge and oat straw by nonlinear models

Detalhes bibliográficos
Autor(a) principal: Silva, Edilson Marcelino
Data de Publicação: 2019
Outros Autores: Silveira, Silvio de Castro, Furtado, Thais Destefani Ribeiro, Muniz, Joel Augusto
Tipo de documento: Artigo
Idioma: eng
Título da fonte: Repositório Institucional da UFLA
Texto Completo: http://repositorio.ufla.br/jspui/handle/1/40427
Resumo: An economic and environmentally feasible way to recycle sewage sludge is its use in agriculture. Information on carbon mineralization curves allows us to seek improvements in soil quality and crop productivity. The objective of this work was to evaluate the nonlinear models that describe carbon mineralization in the soil. The experiment was conducted in laboratory and the design was completely randomized, with four replicates and three treatments. The following treatments were evaluated: sewage sludge, black oat straw and sewage sludge + oat straw, incorporated into the soil. Pots with soil and the applied treatment were incubated for 110 days. The Stanford and Smith and Cabrera models were used, considering structure of autoregressive errors AR (1) when necessary. The fittings were compared using the Akaike Information Criterion (AIC). The evaluated nonlinear models described the carbon decomposition dynamics of the treatments satisfactorily. The Stanford and Smith model is suitable for describing the carbon decomposition in the soil + sludge and soil + oat straw treatments. The Cabrera model is suitable to describe the carbon decomposition of the soil + sludge + straw treatment.
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spelling Fitting of decomposition of sewage sludge and oat straw by nonlinear modelsAjuste da decomposição do lodo de esgoto e palha de aveia por modelos não linearesMineralizationStanford and Smith modelCabrera modelHalf-lifeMineralizaçãoModelo Stanford & SmithModelo CabreraTempo de meia-vidaAn economic and environmentally feasible way to recycle sewage sludge is its use in agriculture. Information on carbon mineralization curves allows us to seek improvements in soil quality and crop productivity. The objective of this work was to evaluate the nonlinear models that describe carbon mineralization in the soil. The experiment was conducted in laboratory and the design was completely randomized, with four replicates and three treatments. The following treatments were evaluated: sewage sludge, black oat straw and sewage sludge + oat straw, incorporated into the soil. Pots with soil and the applied treatment were incubated for 110 days. The Stanford and Smith and Cabrera models were used, considering structure of autoregressive errors AR (1) when necessary. The fittings were compared using the Akaike Information Criterion (AIC). The evaluated nonlinear models described the carbon decomposition dynamics of the treatments satisfactorily. The Stanford and Smith model is suitable for describing the carbon decomposition in the soil + sludge and soil + oat straw treatments. The Cabrera model is suitable to describe the carbon decomposition of the soil + sludge + straw treatment.Uma forma viável econômica e ambientalmente da reciclagem do lodo de esgoto é o manejo agrícola. O conhecimento das curvas de mineralização do carbono permite buscar melhorias na qualidade do solo e maior produtividade das culturas. O objetivo deste trabalho foi avaliar o ajuste de modelos não lineares que descrevem a mineralização do carbono no solo. O experimento foi conduzido em laboratório e o delineamento foi inteiramente ao acaso, com quatro repetições e três tratamentos. Foram avaliados os seguintes tratamentos: Solo + Lodo de esgoto, Solo + Palha de aveia preta e Solo + Lodo + Palha, incorporados ao solo. Recipientes com solo e tratamento aplicado foram incubados por 110 dias. Foram utilizados os modelos Stanford & Smith e Cabrera, considerando estrutura de erros autorregressivos AR(1), quando necessário. Os ajustes foram comparados utilizando o critério de informação de Akaike (AIC). Os modelos não lineares avaliados descrevem de forma satisfatória a dinâmica de decomposição do carbono dos tratamentos. O modelo Stanford & Smith é adequado para descrever a decomposição do carbono dos tratamentos Solo + Lodo e Solo + Palha de aveia, incorporados. O modelo Cabrera é adequado para descrever a decomposição do carbono do tratamento Solo + Lodo + Palha incorporada.Instituto Federal de Educação, Ciência e Tecnologia do Sul de Minas Gerais - IFSULDEMINAS2020-04-28T18:33:33Z2020-04-28T18:33:33Z2019info:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/articleapplication/pdfapplication/pdfSILVA, E. M. et al. Fitting of decomposition of sewage sludge and oat straw by nonlinear models. Revista Agrogeoambiental, Pouso Alegre, v. 11, n. 2, p. 18-28, jun. 2019.http://repositorio.ufla.br/jspui/handle/1/40427Revista Agrogeoambientalreponame:Repositório Institucional da UFLAinstname:Universidade Federal de Lavras (UFLA)instacron:UFLAhttp://creativecommons.org/licenses/by/4.0/info:eu-repo/semantics/openAccessSilva, Edilson MarcelinoSilveira, Silvio de CastroFurtado, Thais Destefani RibeiroMuniz, Joel Augustoeng2023-05-26T19:37:04Zoai:localhost:1/40427Repositório InstitucionalPUBhttp://repositorio.ufla.br/oai/requestnivaldo@ufla.br || repositorio.biblioteca@ufla.bropendoar:2023-05-26T19:37:04Repositório Institucional da UFLA - Universidade Federal de Lavras (UFLA)false
dc.title.none.fl_str_mv Fitting of decomposition of sewage sludge and oat straw by nonlinear models
Ajuste da decomposição do lodo de esgoto e palha de aveia por modelos não lineares
title Fitting of decomposition of sewage sludge and oat straw by nonlinear models
spellingShingle Fitting of decomposition of sewage sludge and oat straw by nonlinear models
Silva, Edilson Marcelino
Mineralization
Stanford and Smith model
Cabrera model
Half-life
Mineralização
Modelo Stanford & Smith
Modelo Cabrera
Tempo de meia-vida
title_short Fitting of decomposition of sewage sludge and oat straw by nonlinear models
title_full Fitting of decomposition of sewage sludge and oat straw by nonlinear models
title_fullStr Fitting of decomposition of sewage sludge and oat straw by nonlinear models
title_full_unstemmed Fitting of decomposition of sewage sludge and oat straw by nonlinear models
title_sort Fitting of decomposition of sewage sludge and oat straw by nonlinear models
author Silva, Edilson Marcelino
author_facet Silva, Edilson Marcelino
Silveira, Silvio de Castro
Furtado, Thais Destefani Ribeiro
Muniz, Joel Augusto
author_role author
author2 Silveira, Silvio de Castro
Furtado, Thais Destefani Ribeiro
Muniz, Joel Augusto
author2_role author
author
author
dc.contributor.author.fl_str_mv Silva, Edilson Marcelino
Silveira, Silvio de Castro
Furtado, Thais Destefani Ribeiro
Muniz, Joel Augusto
dc.subject.por.fl_str_mv Mineralization
Stanford and Smith model
Cabrera model
Half-life
Mineralização
Modelo Stanford & Smith
Modelo Cabrera
Tempo de meia-vida
topic Mineralization
Stanford and Smith model
Cabrera model
Half-life
Mineralização
Modelo Stanford & Smith
Modelo Cabrera
Tempo de meia-vida
description An economic and environmentally feasible way to recycle sewage sludge is its use in agriculture. Information on carbon mineralization curves allows us to seek improvements in soil quality and crop productivity. The objective of this work was to evaluate the nonlinear models that describe carbon mineralization in the soil. The experiment was conducted in laboratory and the design was completely randomized, with four replicates and three treatments. The following treatments were evaluated: sewage sludge, black oat straw and sewage sludge + oat straw, incorporated into the soil. Pots with soil and the applied treatment were incubated for 110 days. The Stanford and Smith and Cabrera models were used, considering structure of autoregressive errors AR (1) when necessary. The fittings were compared using the Akaike Information Criterion (AIC). The evaluated nonlinear models described the carbon decomposition dynamics of the treatments satisfactorily. The Stanford and Smith model is suitable for describing the carbon decomposition in the soil + sludge and soil + oat straw treatments. The Cabrera model is suitable to describe the carbon decomposition of the soil + sludge + straw treatment.
publishDate 2019
dc.date.none.fl_str_mv 2019
2020-04-28T18:33:33Z
2020-04-28T18:33:33Z
dc.type.status.fl_str_mv info:eu-repo/semantics/publishedVersion
dc.type.driver.fl_str_mv info:eu-repo/semantics/article
format article
status_str publishedVersion
dc.identifier.uri.fl_str_mv SILVA, E. M. et al. Fitting of decomposition of sewage sludge and oat straw by nonlinear models. Revista Agrogeoambiental, Pouso Alegre, v. 11, n. 2, p. 18-28, jun. 2019.
http://repositorio.ufla.br/jspui/handle/1/40427
identifier_str_mv SILVA, E. M. et al. Fitting of decomposition of sewage sludge and oat straw by nonlinear models. Revista Agrogeoambiental, Pouso Alegre, v. 11, n. 2, p. 18-28, jun. 2019.
url http://repositorio.ufla.br/jspui/handle/1/40427
dc.language.iso.fl_str_mv eng
language eng
dc.rights.driver.fl_str_mv http://creativecommons.org/licenses/by/4.0/
info:eu-repo/semantics/openAccess
rights_invalid_str_mv http://creativecommons.org/licenses/by/4.0/
eu_rights_str_mv openAccess
dc.format.none.fl_str_mv application/pdf
application/pdf
dc.publisher.none.fl_str_mv Instituto Federal de Educação, Ciência e Tecnologia do Sul de Minas Gerais - IFSULDEMINAS
publisher.none.fl_str_mv Instituto Federal de Educação, Ciência e Tecnologia do Sul de Minas Gerais - IFSULDEMINAS
dc.source.none.fl_str_mv Revista Agrogeoambiental
reponame:Repositório Institucional da UFLA
instname:Universidade Federal de Lavras (UFLA)
instacron:UFLA
instname_str Universidade Federal de Lavras (UFLA)
instacron_str UFLA
institution UFLA
reponame_str Repositório Institucional da UFLA
collection Repositório Institucional da UFLA
repository.name.fl_str_mv Repositório Institucional da UFLA - Universidade Federal de Lavras (UFLA)
repository.mail.fl_str_mv nivaldo@ufla.br || repositorio.biblioteca@ufla.br
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