Modelling integrated crop-livestock systems: preliminary results from an agroecosystem model.
Autor(a) principal: | |
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Data de Publicação: | 2021 |
Outros Autores: | , , , , , , , |
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/1136082 |
Resumo: | ABSTRACT. Integrated Crop-Livestock Systems (ICLS) are being considered to improve food production sustainability and are of increasing interest to the modelling community worldwide. Our goal was to evaluate the ability of an agroecosystem model simulator (ECOSMOS) to predict plant growth and yield, and water dynamics in an ICLS in the Western region of São Paulo State, Brazil. Four fields of approximately 50 ha each were monitored after the implementation of the ICLS at the end of 2018. Soybean yields (two seasons), mixed-pasture aboveground dry biomass and soil water content (for the pasture only) measurements were contrasted with predictions from ECOSMOS with recently implemented soybean and pasture sub-models. Preliminary results from a generic simulation for the whole farm showed that the model was able to capture fairly well the seasonal variation in growth and water dynamics. Such results suggest that the existing knowledge and modelling approaches embedded in the model are robust. Future steps toward modelling the ICLS will involve to parameterise the model for Brazilian cultivars of the system using data from controlled/manipulative experiments, develop a framework to simulate two plants concomitantly, and then assess its capability to predict environmental variables of interest, such as carbon dynamics. |
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Modelling integrated crop-livestock systems: preliminary results from an agroecosystem model.Sistemas integrados lavoura-pecuáriaAgriculture (Soybean)ModelagemPastureIntensificationIntegrated crop-livestock systemsAgriculturaSojaPastagemABSTRACT. Integrated Crop-Livestock Systems (ICLS) are being considered to improve food production sustainability and are of increasing interest to the modelling community worldwide. Our goal was to evaluate the ability of an agroecosystem model simulator (ECOSMOS) to predict plant growth and yield, and water dynamics in an ICLS in the Western region of São Paulo State, Brazil. Four fields of approximately 50 ha each were monitored after the implementation of the ICLS at the end of 2018. Soybean yields (two seasons), mixed-pasture aboveground dry biomass and soil water content (for the pasture only) measurements were contrasted with predictions from ECOSMOS with recently implemented soybean and pasture sub-models. Preliminary results from a generic simulation for the whole farm showed that the model was able to capture fairly well the seasonal variation in growth and water dynamics. Such results suggest that the existing knowledge and modelling approaches embedded in the model are robust. Future steps toward modelling the ICLS will involve to parameterise the model for Brazilian cultivars of the system using data from controlled/manipulative experiments, develop a framework to simulate two plants concomitantly, and then assess its capability to predict environmental variables of interest, such as carbon dynamics.WCCLF 2021. Evento online.HENRIQUE BORIOLO DIAS, UNICAMP; SANTIAGO VIANNA CUADRA, CNPTIA; GLEYCE KELLY DANTAS ARAÚJO FIGUEIREDO, FEAGRI/UNICAMP; RUBENS AUGUSTO CAMARGO LAMPARELLI, NIPE/UNICAMP; LEANDRO EDUARDO ANNIBAL SILVA; YANE FREITAS DA SILVA, FEAGRI/UNICAMP; EDEMAR MORO, UNOESTE; MARCELO RODRIGO ALVES, UNOESTE; PAULO SERGIO GRAZIANO MAGALHÃES, NIPE/UNICAMP.DIAS, H. B.CUADRA, S. V.FIGUEIREDO, G. K. D. A.LAMPARELLI, R. A. C.SILVA, L. E. A.SILVA, Y. F. daMORO, E.ALVES, M. R.MAGALHÃES, P. S. G.2021-11-12T02:10:13Z2021-11-12T02:10:13Z2021-11-112021Artigo em anais e proceedingsinfo:eu-repo/semantics/publishedVersionIn: WORLD CONGRESS ON INTEGRATED CROP-LIVESTOCK-FORESTRY SYSTEMS, 2., 2021. Proceedings reference. Brasília, DF: Embrapa, 2021. p. 782-787.978-65-994135-4-4http://www.alice.cnptia.embrapa.br/alice/handle/doc/1136082enginfo: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:EMBRAPA2021-11-12T02:10:20Zoai:www.alice.cnptia.embrapa.br:doc/1136082Repositório InstitucionalPUBhttps://www.alice.cnptia.embrapa.br/oai/requestcg-riaa@embrapa.bropendoar:21542021-11-12T02:10:20Repositório 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 |
Modelling integrated crop-livestock systems: preliminary results from an agroecosystem model. |
title |
Modelling integrated crop-livestock systems: preliminary results from an agroecosystem model. |
spellingShingle |
Modelling integrated crop-livestock systems: preliminary results from an agroecosystem model. DIAS, H. B. Sistemas integrados lavoura-pecuária Agriculture (Soybean) Modelagem Pasture Intensification Integrated crop-livestock systems Agricultura Soja Pastagem |
title_short |
Modelling integrated crop-livestock systems: preliminary results from an agroecosystem model. |
title_full |
Modelling integrated crop-livestock systems: preliminary results from an agroecosystem model. |
title_fullStr |
Modelling integrated crop-livestock systems: preliminary results from an agroecosystem model. |
title_full_unstemmed |
Modelling integrated crop-livestock systems: preliminary results from an agroecosystem model. |
title_sort |
Modelling integrated crop-livestock systems: preliminary results from an agroecosystem model. |
author |
DIAS, H. B. |
author_facet |
DIAS, H. B. CUADRA, S. V. FIGUEIREDO, G. K. D. A. LAMPARELLI, R. A. C. SILVA, L. E. A. SILVA, Y. F. da MORO, E. ALVES, M. R. MAGALHÃES, P. S. G. |
author_role |
author |
author2 |
CUADRA, S. V. FIGUEIREDO, G. K. D. A. LAMPARELLI, R. A. C. SILVA, L. E. A. SILVA, Y. F. da MORO, E. ALVES, M. R. MAGALHÃES, P. S. G. |
author2_role |
author author author author author author author author |
dc.contributor.none.fl_str_mv |
HENRIQUE BORIOLO DIAS, UNICAMP; SANTIAGO VIANNA CUADRA, CNPTIA; GLEYCE KELLY DANTAS ARAÚJO FIGUEIREDO, FEAGRI/UNICAMP; RUBENS AUGUSTO CAMARGO LAMPARELLI, NIPE/UNICAMP; LEANDRO EDUARDO ANNIBAL SILVA; YANE FREITAS DA SILVA, FEAGRI/UNICAMP; EDEMAR MORO, UNOESTE; MARCELO RODRIGO ALVES, UNOESTE; PAULO SERGIO GRAZIANO MAGALHÃES, NIPE/UNICAMP. |
dc.contributor.author.fl_str_mv |
DIAS, H. B. CUADRA, S. V. FIGUEIREDO, G. K. D. A. LAMPARELLI, R. A. C. SILVA, L. E. A. SILVA, Y. F. da MORO, E. ALVES, M. R. MAGALHÃES, P. S. G. |
dc.subject.por.fl_str_mv |
Sistemas integrados lavoura-pecuária Agriculture (Soybean) Modelagem Pasture Intensification Integrated crop-livestock systems Agricultura Soja Pastagem |
topic |
Sistemas integrados lavoura-pecuária Agriculture (Soybean) Modelagem Pasture Intensification Integrated crop-livestock systems Agricultura Soja Pastagem |
description |
ABSTRACT. Integrated Crop-Livestock Systems (ICLS) are being considered to improve food production sustainability and are of increasing interest to the modelling community worldwide. Our goal was to evaluate the ability of an agroecosystem model simulator (ECOSMOS) to predict plant growth and yield, and water dynamics in an ICLS in the Western region of São Paulo State, Brazil. Four fields of approximately 50 ha each were monitored after the implementation of the ICLS at the end of 2018. Soybean yields (two seasons), mixed-pasture aboveground dry biomass and soil water content (for the pasture only) measurements were contrasted with predictions from ECOSMOS with recently implemented soybean and pasture sub-models. Preliminary results from a generic simulation for the whole farm showed that the model was able to capture fairly well the seasonal variation in growth and water dynamics. Such results suggest that the existing knowledge and modelling approaches embedded in the model are robust. Future steps toward modelling the ICLS will involve to parameterise the model for Brazilian cultivars of the system using data from controlled/manipulative experiments, develop a framework to simulate two plants concomitantly, and then assess its capability to predict environmental variables of interest, such as carbon dynamics. |
publishDate |
2021 |
dc.date.none.fl_str_mv |
2021-11-12T02:10:13Z 2021-11-12T02:10:13Z 2021-11-11 2021 |
dc.type.driver.fl_str_mv |
Artigo em anais e proceedings |
dc.type.status.fl_str_mv |
info:eu-repo/semantics/publishedVersion |
status_str |
publishedVersion |
dc.identifier.uri.fl_str_mv |
In: WORLD CONGRESS ON INTEGRATED CROP-LIVESTOCK-FORESTRY SYSTEMS, 2., 2021. Proceedings reference. Brasília, DF: Embrapa, 2021. p. 782-787. 978-65-994135-4-4 http://www.alice.cnptia.embrapa.br/alice/handle/doc/1136082 |
identifier_str_mv |
In: WORLD CONGRESS ON INTEGRATED CROP-LIVESTOCK-FORESTRY SYSTEMS, 2., 2021. Proceedings reference. Brasília, DF: Embrapa, 2021. p. 782-787. 978-65-994135-4-4 |
url |
http://www.alice.cnptia.embrapa.br/alice/handle/doc/1136082 |
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 |
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Empresa Brasileira de Pesquisa Agropecuária (Embrapa) |
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EMBRAPA |
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EMBRAPA |
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Repositório Institucional da EMBRAPA (Repository Open Access to Scientific Information from EMBRAPA - Alice) |
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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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1817695621164826624 |