Desempenho produtivo e derivação dos coeficientes de cultura da canola usando parâmetros biofísicos das plantas

Detalhes bibliográficos
Autor(a) principal: Silva, Clarissa Moraes da
Data de Publicação: 2022
Tipo de documento: Dissertação
Idioma: por
Título da fonte: Manancial - Repositório Digital da UFSM
Texto Completo: http://repositorio.ufsm.br/handle/1/26542
Resumo: Oilseed crops are commonly used in crop rotation in southern Brazil due to their high economic return for farmers. Canola is used by the industry as sources of oil content and for the biodiesel market. Although irrigation is frequently not used in the region, the high variability of precipitation both in terms of quantity and timing may lead to water stress during the most sensitive stage (flowering to grain maturity) which negatively impacts yield. Thus, supplemental irrigation should be scheduled to avoid these situations. Several approaches may be used to support irrigation schedule such as the FAO56 two step approach in which the crop water use or crop evapotranspiration (ETc) is estimated from the reference crop evapotranspiration (ETo) and a crop coefficient (Kc). ETo represents the actual evaporative demand of the atmosphere while Kc represents the characteristics that distinguish the crop from the grass reference. Therefore, the approach requires estimation and local adjustments of Kc along the crops season. Recently, new approaches have been developed to estimate Kcs from observations of the vegetation, such as the Allen and Pereira (2009) (A&P) approach which uses the fraction of the ground covered by the crop canopy (fc), leaf area index (LAI), and crop height. Thus, the objective of the current study was to estimate the crop coefficient from leaf area index and crop height for irrigated canola. Experiments were carried out during the 2020 and 2021 growing seasons. The Kcb values for each growth stage (Kcb ini, Kcb dev, Kcb med, and Kcb end) were previously estimated using a density coefficient (Kd), which was computed from the LAI and crop height (h) observed at the same dates. The results show the model ability to estimate soil water dynamics, with b0 values ranging from 0.97 to 1.04 and RMSE < 5% of the TAW. Kcb A&P calibration using SIMDualKc demonstrated that biophysical characteristics can be used to estimate canola water use, with R2 > 0.86 and b0 between 0.93 and 1.01. Canola grain yield and oil content were higher when the available soil water (ASW) was kept at 50% of the TAW, than full irrigated plants (80% of the TAW). In addition, the soil water balance model SIMDualKc, which applies the FAO56 methodology and allows partition ETc into soil evaporation and crop transpiration was calibrated and validated using the observed crop data and soil moisture. Results show the good ability of the model for estimating the soil water dynamics. When comparing both approaches results show the adequacy and easiness of use of the A&P approach to support irrigation scheduling for one of the oilseed crops used in Southern Brazil.
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spelling Desempenho produtivo e derivação dos coeficientes de cultura da canola usando parâmetros biofísicos das plantasAproximação A&PÍndice de área foliarEvapotranspiração da culturaProdução de óleoA&P approachLeaf area indexCrop evapotranspirationOil productionCNPQ::CIENCIAS AGRARIAS::ENGENHARIA AGRICOLAOilseed crops are commonly used in crop rotation in southern Brazil due to their high economic return for farmers. Canola is used by the industry as sources of oil content and for the biodiesel market. Although irrigation is frequently not used in the region, the high variability of precipitation both in terms of quantity and timing may lead to water stress during the most sensitive stage (flowering to grain maturity) which negatively impacts yield. Thus, supplemental irrigation should be scheduled to avoid these situations. Several approaches may be used to support irrigation schedule such as the FAO56 two step approach in which the crop water use or crop evapotranspiration (ETc) is estimated from the reference crop evapotranspiration (ETo) and a crop coefficient (Kc). ETo represents the actual evaporative demand of the atmosphere while Kc represents the characteristics that distinguish the crop from the grass reference. Therefore, the approach requires estimation and local adjustments of Kc along the crops season. Recently, new approaches have been developed to estimate Kcs from observations of the vegetation, such as the Allen and Pereira (2009) (A&P) approach which uses the fraction of the ground covered by the crop canopy (fc), leaf area index (LAI), and crop height. Thus, the objective of the current study was to estimate the crop coefficient from leaf area index and crop height for irrigated canola. Experiments were carried out during the 2020 and 2021 growing seasons. The Kcb values for each growth stage (Kcb ini, Kcb dev, Kcb med, and Kcb end) were previously estimated using a density coefficient (Kd), which was computed from the LAI and crop height (h) observed at the same dates. The results show the model ability to estimate soil water dynamics, with b0 values ranging from 0.97 to 1.04 and RMSE < 5% of the TAW. Kcb A&P calibration using SIMDualKc demonstrated that biophysical characteristics can be used to estimate canola water use, with R2 > 0.86 and b0 between 0.93 and 1.01. Canola grain yield and oil content were higher when the available soil water (ASW) was kept at 50% of the TAW, than full irrigated plants (80% of the TAW). In addition, the soil water balance model SIMDualKc, which applies the FAO56 methodology and allows partition ETc into soil evaporation and crop transpiration was calibrated and validated using the observed crop data and soil moisture. Results show the good ability of the model for estimating the soil water dynamics. When comparing both approaches results show the adequacy and easiness of use of the A&P approach to support irrigation scheduling for one of the oilseed crops used in Southern Brazil.Coordenação de Aperfeiçoamento de Pessoal de Nível Superior - CAPESAs oleaginosas são comumente utilizadas na rotação de culturas no sul do Brasil devido ao seu alto retorno econômico para os agricultores. As oleaginosas são utilizadas pela indústria como fontes de teor de óleo e para o mercado de biodiesel. Embora a irrigação frequentemente não seja utilizada na região, a alta variabilidade da precipitação tanto em termos de quantidade quanto de época pode levar ao estresse hídrico durante a fase mais sensível (floração até a maturidade dos grãos), o que impacta negativamente na produtividade. Assim, a irrigação suplementar deve ser programada para evitar essas situações. Várias abordagens podem ser usadas para apoiar o manejo de irrigação, como a abordagem de duas etapas do FAO56, na qual o requerimento hídrico ou a evapotranspiração da cultura (ETc) é estimada a partir da evapotranspiração da cultura de referência (ETo) e um coeficiente da cultura (Kc). Por essa abordagem, a ETo representa a demanda evaporativa real da atmosfera enquanto o Kc representa as características que distinguem a cultura da grama referência. Portanto, a abordagem requer estimativa e ajustes locais de Kc ao longo do ciclo. Recentemente, novas abordagens foram desenvolvidas para estimar Kc’s a partir de observações da vegetação, como a abordagem de Allen e Pereira (2009) (A&P), que utiliza a fração do solo coberta pela copa da cultura (fc), o índice de área foliar (IAF) e a altura do dossel. Assim, o objetivo do presente estudo foi estimar o coeficiente de cultura a partir do índice de área foliar e altura da cultura para a canola submetida a diferentes estratégias de irrigação. Os experimentos foram realizados durante as safras de 2020 e 2021. Os valores de Kcb para cada estágio de crescimento (Kcb ini, Kcb dev, Kcb med e Kcb end) foram previamente estimados por meio de um coeficiente de densidade (Kd), que foi calculado a partir do IAF e da altura da cultura (h) observadas nas mesmas datas. Além disso, o modelo de balanço hídrico do solo SIMDualKc, que aplica a metodologia FAO56 e permite a partição da ETc em evaporação do solo e transpiração da cultura, foi calibrado e validado usando os dados observados da cultura e umidade do solo. Os resultados mostram a boa capacidade do modelo para estimar a dinâmica da água no solo, com valores de b0 variando de 0,97 a 1,04 e RMSE < 5% do TAW. A calibração do Kcb A&P usando o SIMDualKc demonstrou que as características biofísicas podem ser usadas para estimar o consumo de água de canola, com R2> 0,86 e b0 entre 0,93 e 1,01. A produtividade de grãos de canola e o teor de óleo foram maiores quando a água disponível no solo (ASW) foi mantida a 50% do TAW, do que as plantas com irrigação plena (80% do TAW). Ao comparar as duas abordagens, os resultados mostram a adequação e facilidade de uso da abordagem A&P para apoiar a programação da irrigação de uma das oleaginosas utilizadas no Sul do Brasil.Universidade Federal de Santa MariaBrasilEngenharia AgrícolaUFSMPrograma de Pós-Graduação em Engenharia AgrícolaCentro de Ciências RuraisPetry, Mirta Teresinhahttp://lattes.cnpq.br/0358609083747198Zabot, Giovani LeoneKnies, Alberto EduardoMartins, Juliano DalcinSilva, Clarissa Moraes da2022-10-18T13:16:50Z2022-10-18T13:16:50Z2022-07-06info:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/masterThesisapplication/pdfhttp://repositorio.ufsm.br/handle/1/26542porAttribution-NonCommercial-NoDerivatives 4.0 Internationalhttp://creativecommons.org/licenses/by-nc-nd/4.0/info:eu-repo/semantics/openAccessreponame:Manancial - Repositório Digital da UFSMinstname:Universidade Federal de Santa Maria (UFSM)instacron:UFSM2022-10-18T13:16:50Zoai:repositorio.ufsm.br:1/26542Biblioteca Digital de Teses e Dissertaçõeshttps://repositorio.ufsm.br/ONGhttps://repositorio.ufsm.br/oai/requestatendimento.sib@ufsm.br||tedebc@gmail.comopendoar:2022-10-18T13:16:50Manancial - Repositório Digital da UFSM - Universidade Federal de Santa Maria (UFSM)false
dc.title.none.fl_str_mv Desempenho produtivo e derivação dos coeficientes de cultura da canola usando parâmetros biofísicos das plantas
title Desempenho produtivo e derivação dos coeficientes de cultura da canola usando parâmetros biofísicos das plantas
spellingShingle Desempenho produtivo e derivação dos coeficientes de cultura da canola usando parâmetros biofísicos das plantas
Silva, Clarissa Moraes da
Aproximação A&P
Índice de área foliar
Evapotranspiração da cultura
Produção de óleo
A&P approach
Leaf area index
Crop evapotranspiration
Oil production
CNPQ::CIENCIAS AGRARIAS::ENGENHARIA AGRICOLA
title_short Desempenho produtivo e derivação dos coeficientes de cultura da canola usando parâmetros biofísicos das plantas
title_full Desempenho produtivo e derivação dos coeficientes de cultura da canola usando parâmetros biofísicos das plantas
title_fullStr Desempenho produtivo e derivação dos coeficientes de cultura da canola usando parâmetros biofísicos das plantas
title_full_unstemmed Desempenho produtivo e derivação dos coeficientes de cultura da canola usando parâmetros biofísicos das plantas
title_sort Desempenho produtivo e derivação dos coeficientes de cultura da canola usando parâmetros biofísicos das plantas
author Silva, Clarissa Moraes da
author_facet Silva, Clarissa Moraes da
author_role author
dc.contributor.none.fl_str_mv Petry, Mirta Teresinha
http://lattes.cnpq.br/0358609083747198
Zabot, Giovani Leone
Knies, Alberto Eduardo
Martins, Juliano Dalcin
dc.contributor.author.fl_str_mv Silva, Clarissa Moraes da
dc.subject.por.fl_str_mv Aproximação A&P
Índice de área foliar
Evapotranspiração da cultura
Produção de óleo
A&P approach
Leaf area index
Crop evapotranspiration
Oil production
CNPQ::CIENCIAS AGRARIAS::ENGENHARIA AGRICOLA
topic Aproximação A&P
Índice de área foliar
Evapotranspiração da cultura
Produção de óleo
A&P approach
Leaf area index
Crop evapotranspiration
Oil production
CNPQ::CIENCIAS AGRARIAS::ENGENHARIA AGRICOLA
description Oilseed crops are commonly used in crop rotation in southern Brazil due to their high economic return for farmers. Canola is used by the industry as sources of oil content and for the biodiesel market. Although irrigation is frequently not used in the region, the high variability of precipitation both in terms of quantity and timing may lead to water stress during the most sensitive stage (flowering to grain maturity) which negatively impacts yield. Thus, supplemental irrigation should be scheduled to avoid these situations. Several approaches may be used to support irrigation schedule such as the FAO56 two step approach in which the crop water use or crop evapotranspiration (ETc) is estimated from the reference crop evapotranspiration (ETo) and a crop coefficient (Kc). ETo represents the actual evaporative demand of the atmosphere while Kc represents the characteristics that distinguish the crop from the grass reference. Therefore, the approach requires estimation and local adjustments of Kc along the crops season. Recently, new approaches have been developed to estimate Kcs from observations of the vegetation, such as the Allen and Pereira (2009) (A&P) approach which uses the fraction of the ground covered by the crop canopy (fc), leaf area index (LAI), and crop height. Thus, the objective of the current study was to estimate the crop coefficient from leaf area index and crop height for irrigated canola. Experiments were carried out during the 2020 and 2021 growing seasons. The Kcb values for each growth stage (Kcb ini, Kcb dev, Kcb med, and Kcb end) were previously estimated using a density coefficient (Kd), which was computed from the LAI and crop height (h) observed at the same dates. The results show the model ability to estimate soil water dynamics, with b0 values ranging from 0.97 to 1.04 and RMSE < 5% of the TAW. Kcb A&P calibration using SIMDualKc demonstrated that biophysical characteristics can be used to estimate canola water use, with R2 > 0.86 and b0 between 0.93 and 1.01. Canola grain yield and oil content were higher when the available soil water (ASW) was kept at 50% of the TAW, than full irrigated plants (80% of the TAW). In addition, the soil water balance model SIMDualKc, which applies the FAO56 methodology and allows partition ETc into soil evaporation and crop transpiration was calibrated and validated using the observed crop data and soil moisture. Results show the good ability of the model for estimating the soil water dynamics. When comparing both approaches results show the adequacy and easiness of use of the A&P approach to support irrigation scheduling for one of the oilseed crops used in Southern Brazil.
publishDate 2022
dc.date.none.fl_str_mv 2022-10-18T13:16:50Z
2022-10-18T13:16:50Z
2022-07-06
dc.type.status.fl_str_mv info:eu-repo/semantics/publishedVersion
dc.type.driver.fl_str_mv info:eu-repo/semantics/masterThesis
format masterThesis
status_str publishedVersion
dc.identifier.uri.fl_str_mv http://repositorio.ufsm.br/handle/1/26542
url http://repositorio.ufsm.br/handle/1/26542
dc.language.iso.fl_str_mv por
language por
dc.rights.driver.fl_str_mv Attribution-NonCommercial-NoDerivatives 4.0 International
http://creativecommons.org/licenses/by-nc-nd/4.0/
info:eu-repo/semantics/openAccess
rights_invalid_str_mv Attribution-NonCommercial-NoDerivatives 4.0 International
http://creativecommons.org/licenses/by-nc-nd/4.0/
eu_rights_str_mv openAccess
dc.format.none.fl_str_mv application/pdf
dc.publisher.none.fl_str_mv Universidade Federal de Santa Maria
Brasil
Engenharia Agrícola
UFSM
Programa de Pós-Graduação em Engenharia Agrícola
Centro de Ciências Rurais
publisher.none.fl_str_mv Universidade Federal de Santa Maria
Brasil
Engenharia Agrícola
UFSM
Programa de Pós-Graduação em Engenharia Agrícola
Centro de Ciências Rurais
dc.source.none.fl_str_mv reponame:Manancial - Repositório Digital da UFSM
instname:Universidade Federal de Santa Maria (UFSM)
instacron:UFSM
instname_str Universidade Federal de Santa Maria (UFSM)
instacron_str UFSM
institution UFSM
reponame_str Manancial - Repositório Digital da UFSM
collection Manancial - Repositório Digital da UFSM
repository.name.fl_str_mv Manancial - Repositório Digital da UFSM - Universidade Federal de Santa Maria (UFSM)
repository.mail.fl_str_mv atendimento.sib@ufsm.br||tedebc@gmail.com
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