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Water use and yield of soybean under various irrigation regimes and severe water stress. Application of AquaCrop and SIMDualKc models

Bibliographic Details
Main Author: Giménez, Luis
Publication Date: 2017
Other Authors: Paredes, Paula, Pereira, L.S.
Format: Article
Language: eng
Source: Repositórios Científicos de Acesso Aberto de Portugal (RCAAP)
Download full: http://hdl.handle.net/10400.5/13846
Summary: Data relative to two soybean seasons, several irrigation scheduling treatments, including moderate and severe deficit irrigation, and rain-fed cropping were used to parameterize and assess the performance of models AquaCrop and SIMDualKc, the latter combined with the Stewart’s yield model. SIMDualKc applies the FAO56 dual crop coefficient approach for computing and partitioning evapotranspiration (ET) into actual crop transpiration (Tc act) and soil evaporation (Es), while AquaCrop uses an approach that depends on the canopy cover curve. The calibration-validations of models were performed by comparing observed and predicted soil water content (SWC) and grain yield. SIMDualKc showed good accuracy for SWC estimations, with normalized root mean square error (NRMSE) 7.6%. AquaCrop was less accurate, with NRMSE 9.2%. Differences between models regarding the water balance terms were notable, and the ET partition revealed a trend for under-estimation of Tc act by AquaCrop, mainly under severe water stress. Yield predictions with SIMDualKc-Stewart models produced NRMSE < 15% while predictions with AquaCrop resulted in NRMSE 23% due to under-estimation of Tc act, particularly for water stressed treatments. Results show the appropriateness of SIMDualKc to support irrigation scheduling and assessing impacts on yield when combined with Stewart’s model
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spelling Water use and yield of soybean under various irrigation regimes and severe water stress. Application of AquaCrop and SIMDualKc modelsdual crop coefficientET partitionsoil water balanceactual transpirationStewart's water-yield modelstrengths and weaknesses of modelswestern UruguayData relative to two soybean seasons, several irrigation scheduling treatments, including moderate and severe deficit irrigation, and rain-fed cropping were used to parameterize and assess the performance of models AquaCrop and SIMDualKc, the latter combined with the Stewart’s yield model. SIMDualKc applies the FAO56 dual crop coefficient approach for computing and partitioning evapotranspiration (ET) into actual crop transpiration (Tc act) and soil evaporation (Es), while AquaCrop uses an approach that depends on the canopy cover curve. The calibration-validations of models were performed by comparing observed and predicted soil water content (SWC) and grain yield. SIMDualKc showed good accuracy for SWC estimations, with normalized root mean square error (NRMSE) 7.6%. AquaCrop was less accurate, with NRMSE 9.2%. Differences between models regarding the water balance terms were notable, and the ET partition revealed a trend for under-estimation of Tc act by AquaCrop, mainly under severe water stress. Yield predictions with SIMDualKc-Stewart models produced NRMSE < 15% while predictions with AquaCrop resulted in NRMSE 23% due to under-estimation of Tc act, particularly for water stressed treatments. Results show the appropriateness of SIMDualKc to support irrigation scheduling and assessing impacts on yield when combined with Stewart’s modelMDPIRepositório da Universidade de LisboaGiménez, LuisParedes, PaulaPereira, L.S.2017-07-04T09:32:17Z20172017-01-01T00:00:00Zinfo:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/articleapplication/pdfhttp://hdl.handle.net/10400.5/13846engWater 2017, 9, 39310.3390/w9060393info:eu-repo/semantics/openAccessreponame:Repositórios Científicos de Acesso Aberto de Portugal (RCAAP)instname:FCCN, serviços digitais da FCT – Fundação para a Ciência e a Tecnologiainstacron:RCAAP2025-03-17T16:11:05Zoai:repositorio.ulisboa.pt:10400.5/13846Portal AgregadorONGhttps://www.rcaap.pt/oai/openaireinfo@rcaap.ptopendoar:https://opendoar.ac.uk/repository/71602025-05-29T04:05:08.872769Repositórios Científicos de Acesso Aberto de Portugal (RCAAP) - FCCN, serviços digitais da FCT – Fundação para a Ciência e a Tecnologiafalse
dc.title.none.fl_str_mv Water use and yield of soybean under various irrigation regimes and severe water stress. Application of AquaCrop and SIMDualKc models
title Water use and yield of soybean under various irrigation regimes and severe water stress. Application of AquaCrop and SIMDualKc models
spellingShingle Water use and yield of soybean under various irrigation regimes and severe water stress. Application of AquaCrop and SIMDualKc models
Giménez, Luis
dual crop coefficient
ET partition
soil water balance
actual transpiration
Stewart's water-yield model
strengths and weaknesses of models
western Uruguay
title_short Water use and yield of soybean under various irrigation regimes and severe water stress. Application of AquaCrop and SIMDualKc models
title_full Water use and yield of soybean under various irrigation regimes and severe water stress. Application of AquaCrop and SIMDualKc models
title_fullStr Water use and yield of soybean under various irrigation regimes and severe water stress. Application of AquaCrop and SIMDualKc models
title_full_unstemmed Water use and yield of soybean under various irrigation regimes and severe water stress. Application of AquaCrop and SIMDualKc models
title_sort Water use and yield of soybean under various irrigation regimes and severe water stress. Application of AquaCrop and SIMDualKc models
author Giménez, Luis
author_facet Giménez, Luis
Paredes, Paula
Pereira, L.S.
author_role author
author2 Paredes, Paula
Pereira, L.S.
author2_role author
author
dc.contributor.none.fl_str_mv Repositório da Universidade de Lisboa
dc.contributor.author.fl_str_mv Giménez, Luis
Paredes, Paula
Pereira, L.S.
dc.subject.por.fl_str_mv dual crop coefficient
ET partition
soil water balance
actual transpiration
Stewart's water-yield model
strengths and weaknesses of models
western Uruguay
topic dual crop coefficient
ET partition
soil water balance
actual transpiration
Stewart's water-yield model
strengths and weaknesses of models
western Uruguay
description Data relative to two soybean seasons, several irrigation scheduling treatments, including moderate and severe deficit irrigation, and rain-fed cropping were used to parameterize and assess the performance of models AquaCrop and SIMDualKc, the latter combined with the Stewart’s yield model. SIMDualKc applies the FAO56 dual crop coefficient approach for computing and partitioning evapotranspiration (ET) into actual crop transpiration (Tc act) and soil evaporation (Es), while AquaCrop uses an approach that depends on the canopy cover curve. The calibration-validations of models were performed by comparing observed and predicted soil water content (SWC) and grain yield. SIMDualKc showed good accuracy for SWC estimations, with normalized root mean square error (NRMSE) 7.6%. AquaCrop was less accurate, with NRMSE 9.2%. Differences between models regarding the water balance terms were notable, and the ET partition revealed a trend for under-estimation of Tc act by AquaCrop, mainly under severe water stress. Yield predictions with SIMDualKc-Stewart models produced NRMSE < 15% while predictions with AquaCrop resulted in NRMSE 23% due to under-estimation of Tc act, particularly for water stressed treatments. Results show the appropriateness of SIMDualKc to support irrigation scheduling and assessing impacts on yield when combined with Stewart’s model
publishDate 2017
dc.date.none.fl_str_mv 2017-07-04T09:32:17Z
2017
2017-01-01T00:00:00Z
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 http://hdl.handle.net/10400.5/13846
url http://hdl.handle.net/10400.5/13846
dc.language.iso.fl_str_mv eng
language eng
dc.relation.none.fl_str_mv Water 2017, 9, 393
10.3390/w9060393
dc.rights.driver.fl_str_mv info:eu-repo/semantics/openAccess
eu_rights_str_mv openAccess
dc.format.none.fl_str_mv application/pdf
dc.publisher.none.fl_str_mv MDPI
publisher.none.fl_str_mv MDPI
dc.source.none.fl_str_mv reponame:Repositórios Científicos de Acesso Aberto de Portugal (RCAAP)
instname:FCCN, serviços digitais da FCT – Fundação para a Ciência e a Tecnologia
instacron:RCAAP
instname_str FCCN, serviços digitais da FCT – Fundação para a Ciência e a Tecnologia
instacron_str RCAAP
institution RCAAP
reponame_str Repositórios Científicos de Acesso Aberto de Portugal (RCAAP)
collection Repositórios Científicos de Acesso Aberto de Portugal (RCAAP)
repository.name.fl_str_mv Repositórios Científicos de Acesso Aberto de Portugal (RCAAP) - FCCN, serviços digitais da FCT – Fundação para a Ciência e a Tecnologia
repository.mail.fl_str_mv info@rcaap.pt
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