Agronomic traits and adaptation of the CROPGRO-Perennial Forage model to predict the growth of five Brachiaria genotypes

Detalhes bibliográficos
Autor(a) principal: Cunha, Daniel da
Data de Publicação: 2022
Tipo de documento: Tese
Idioma: eng
Título da fonte: Repositório Institucional da UFLA
Texto Completo: http://repositorio.ufla.br/jspui/handle/1/49513
Resumo: Brachiaria spp. play a key role in animal production for grassland-based systems in tropical and subtropical regions. The evaluation of forage productivity and canopy characteristics allows us to understand pasture responses over time and identify high-yield genotypes with different defoliation management needs. Our objectives were to compare and explain differences in forage accumulation and canopy characteristics of five genotypes of Brachiaria spp. (Basilisk, Marandu, Mulato II, Piatã and Xaraés) in southeastern Brazil under three levels of nitrogen fertilization (220 kg of N ha-1 yr-1 in year 1 and 0 and 550 kg of N ha-1 yr-1 in year Year 3), and adapt the CROPGRO-Perennial Forage model (CROPGRO-PFM) to simulate the seasonal growth and production of these same genotypes, as well as to describe the adaptations and improvements made to the model. Both objectives were developed from an experiment of mechanically harvested plots with 15 cm stubble every 28 days and 42 days during the wet and dry season, respectively, from October 2013 to November 2014 (Year 1) and from September 2015 to September 2016 (Year 3). Response measurements included annual herbage accumulation, plant-part composition, canopy height, herbage bulk density, leaf area index, light interception, and tiller population density. The first objective showed us that there were differences between the genotypes, indicating great variability. Mulato II, Piatã and Xaraés were the most productive genotypes, producing an annual average of 12.1 Mg DM ha-1. The plots fertilized with N produced 2.3 times more forage than the non-fertilized plots. The main contrast occurred between the Basilisk and Xaraés genotypes. Basilisk showed higher tiller population density (1512 vs. 854 tillers per m2) and low leaf:stem ratio (2.4 vs. 12.8) in relation to Xaraés. While the second objective showed us that the model adaptation required the modification of parameters related to the partition between leaf and stem fractions, and the allocation intensity to shoot versus storage tissues based on photoperiod sensitivity. And after these modifications, the CROPGRO-PFM model performed well, providing realistic seasonal growth responses to seasonal climate variations and nitrogen fertilization. Morphological and structural characteristics of the canopy are valuable ways of understanding the management potential of different Brachiaria genotypes. And after adapting the model, we can apply it as a tool to simulate the growth and partitioning of the five Brachiaria genotypes in different scenarios.
id UFLA_5fb5bed72344bf76326d764dc9476a28
oai_identifier_str oai:localhost:1/49513
network_acronym_str UFLA
network_name_str Repositório Institucional da UFLA
repository_id_str
spelling Agronomic traits and adaptation of the CROPGRO-Perennial Forage model to predict the growth of five Brachiaria genotypesCaracteristicas agronômicas e adaptação do modelo CROPGRO-perennial forage para predizer o crescimento de cinco genótipos de BrachiariaGramíneas tropicaisProdução de forragemCrescimento sazonalPastagensUrochloa brizanthaUrochloa decumbensModelos de colheitaTropical grassesForage productionSeasonal growthPasturesCrop modelsZootecniaBrachiaria spp. play a key role in animal production for grassland-based systems in tropical and subtropical regions. The evaluation of forage productivity and canopy characteristics allows us to understand pasture responses over time and identify high-yield genotypes with different defoliation management needs. Our objectives were to compare and explain differences in forage accumulation and canopy characteristics of five genotypes of Brachiaria spp. (Basilisk, Marandu, Mulato II, Piatã and Xaraés) in southeastern Brazil under three levels of nitrogen fertilization (220 kg of N ha-1 yr-1 in year 1 and 0 and 550 kg of N ha-1 yr-1 in year Year 3), and adapt the CROPGRO-Perennial Forage model (CROPGRO-PFM) to simulate the seasonal growth and production of these same genotypes, as well as to describe the adaptations and improvements made to the model. Both objectives were developed from an experiment of mechanically harvested plots with 15 cm stubble every 28 days and 42 days during the wet and dry season, respectively, from October 2013 to November 2014 (Year 1) and from September 2015 to September 2016 (Year 3). Response measurements included annual herbage accumulation, plant-part composition, canopy height, herbage bulk density, leaf area index, light interception, and tiller population density. The first objective showed us that there were differences between the genotypes, indicating great variability. Mulato II, Piatã and Xaraés were the most productive genotypes, producing an annual average of 12.1 Mg DM ha-1. The plots fertilized with N produced 2.3 times more forage than the non-fertilized plots. The main contrast occurred between the Basilisk and Xaraés genotypes. Basilisk showed higher tiller population density (1512 vs. 854 tillers per m2) and low leaf:stem ratio (2.4 vs. 12.8) in relation to Xaraés. While the second objective showed us that the model adaptation required the modification of parameters related to the partition between leaf and stem fractions, and the allocation intensity to shoot versus storage tissues based on photoperiod sensitivity. And after these modifications, the CROPGRO-PFM model performed well, providing realistic seasonal growth responses to seasonal climate variations and nitrogen fertilization. Morphological and structural characteristics of the canopy are valuable ways of understanding the management potential of different Brachiaria genotypes. And after adapting the model, we can apply it as a tool to simulate the growth and partitioning of the five Brachiaria genotypes in different scenarios.Coordenação de Aperfeiçoamento de Pessoal de Nível Superior (CAPES)Brachiaria spp. desempenham um papel fundamental em sistemas de produção animal baseados em pastagens em regiões tropicais e subtropicais. A avaliação da produção de forragem e das características do dossel permitem entender as respostas da pastagem ao longo do tempo e auxiliam na identificação de genótipos mais produtivos com diferentes necessidades de manejo. Nossos objetivos foram comparar e explicar diferenças no acúmulo de forragem e características do dossel de cinco genótipos de Brachiaria spp. (Basilisk, Marandu, Mulato II, Piatã e Xaraés) no sudeste do Brasil cultivados com três níveis de adubação nitrogenada (220 kg de N ha-1 ano-1 no ano 1 e 0 e 550 kg de N ha-1 ano-1 no ano Ano 3), e adaptar o CROPGRO-Perennial Forage model (CROPGRO-PFM) para simular o crescimento sazonal e a produção desses mesmos genótipos, bem como descrever as adaptações e melhorias feitas no modelo. A partir de um experimento de parcelas colhidas mecanicamente com 15 cm de resíduo a cada 28 dias e 42 dias durante a estação chuvosa e seca, respectivamente, de outubro de 2013 a novembro de 2014 (Ano 1) e de setembro de 2015 a setembro de 2016 (Ano 3). Foram mensurados o acúmulo anual de forragem, composição de partes da planta, altura do dossel, densidade da forragem, índice de área foliar, interceptação de luz e densidade populacional de perfilhos. Observamos diferenças significativas entre os genótipos. Mulato II, Piatã e Xaraés foram os genótipos mais produtivos, produzindo uma média anual de 12,1 Mg MS ha-1. As parcelas adubadas com N produziram 2,3 vezes mais forragem do que as parcelas não adubadas. O principal contraste ocorreu entre os genótipos Basilisk e Xaraés; O Basilisk apresentou maior densidade populacional de perfilhos (1512 vs. 854 perfilhos por m2) e baixa relação folha:caule (2,4 vs. 12,8) em relação ao Xaraés. A adaptação do modelo exigiu a modificação de parâmetros relacionados à partição entre as frações de folha e caule, e a intensidade de alocação para parte aérea versus tecidos de armazenamento com base na sensibilidade ao fotoperíodo. E após essas modificações, o modelo CROPGRO-PFM teve um bom desempenho, fornecendo respostas realistas de crescimento sazonal às variações climáticas sazonais e fertilização com nitrogênio. As características morfológicas e estruturais do dossel são formas valiosas de entender o potencial de manejo de diferentes genótipos de Brachiaria. Após a adaptação do modelo, podemos aplicá-lo como ferramenta para simular o crescimento e particionamento dos cinco genótipos de Brachiaria em diferentes cenários.Universidade Federal de LavrasPrograma de Pós-Graduação em ZootecniaUFLAbrasilDepartamento de ZootecniaLara, Márcio André StefanelliÁvila, Carla Luiza da SilvaBoote, Kenneth JayÁvila, Carla Luiza da SilvaFraisse, Clyde WilliamPequeno, Diego Noleto LuzMoreno, Leonardo Simões de BarrosLara, Márcio André StefanelliCunha, Daniel da2022-03-17T18:21:31Z2022-03-17T18:21:31Z2022-03-172022-02-25info:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/doctoralThesisapplication/pdfCUNHA, D. da. Agronomic traits and adaptation of the CROPGRO-Perennial Forage model to predict the growth of five Brachiaria genotypes. 2022. 91 p. Tese (Doutorado em Zootecnia) – Universidade Federal de Lavras, Lavras, 2022.http://repositorio.ufla.br/jspui/handle/1/49513enginfo:eu-repo/semantics/openAccessreponame:Repositório Institucional da UFLAinstname:Universidade Federal de Lavras (UFLA)instacron:UFLA2023-02-27T21:55:34Zoai:localhost:1/49513Repositório InstitucionalPUBhttp://repositorio.ufla.br/oai/requestnivaldo@ufla.br || repositorio.biblioteca@ufla.bropendoar:2023-02-27T21:55:34Repositório Institucional da UFLA - Universidade Federal de Lavras (UFLA)false
dc.title.none.fl_str_mv Agronomic traits and adaptation of the CROPGRO-Perennial Forage model to predict the growth of five Brachiaria genotypes
Caracteristicas agronômicas e adaptação do modelo CROPGRO-perennial forage para predizer o crescimento de cinco genótipos de Brachiaria
title Agronomic traits and adaptation of the CROPGRO-Perennial Forage model to predict the growth of five Brachiaria genotypes
spellingShingle Agronomic traits and adaptation of the CROPGRO-Perennial Forage model to predict the growth of five Brachiaria genotypes
Cunha, Daniel da
Gramíneas tropicais
Produção de forragem
Crescimento sazonal
Pastagens
Urochloa brizantha
Urochloa decumbens
Modelos de colheita
Tropical grasses
Forage production
Seasonal growth
Pastures
Crop models
Zootecnia
title_short Agronomic traits and adaptation of the CROPGRO-Perennial Forage model to predict the growth of five Brachiaria genotypes
title_full Agronomic traits and adaptation of the CROPGRO-Perennial Forage model to predict the growth of five Brachiaria genotypes
title_fullStr Agronomic traits and adaptation of the CROPGRO-Perennial Forage model to predict the growth of five Brachiaria genotypes
title_full_unstemmed Agronomic traits and adaptation of the CROPGRO-Perennial Forage model to predict the growth of five Brachiaria genotypes
title_sort Agronomic traits and adaptation of the CROPGRO-Perennial Forage model to predict the growth of five Brachiaria genotypes
author Cunha, Daniel da
author_facet Cunha, Daniel da
author_role author
dc.contributor.none.fl_str_mv Lara, Márcio André Stefanelli
Ávila, Carla Luiza da Silva
Boote, Kenneth Jay
Ávila, Carla Luiza da Silva
Fraisse, Clyde William
Pequeno, Diego Noleto Luz
Moreno, Leonardo Simões de Barros
Lara, Márcio André Stefanelli
dc.contributor.author.fl_str_mv Cunha, Daniel da
dc.subject.por.fl_str_mv Gramíneas tropicais
Produção de forragem
Crescimento sazonal
Pastagens
Urochloa brizantha
Urochloa decumbens
Modelos de colheita
Tropical grasses
Forage production
Seasonal growth
Pastures
Crop models
Zootecnia
topic Gramíneas tropicais
Produção de forragem
Crescimento sazonal
Pastagens
Urochloa brizantha
Urochloa decumbens
Modelos de colheita
Tropical grasses
Forage production
Seasonal growth
Pastures
Crop models
Zootecnia
description Brachiaria spp. play a key role in animal production for grassland-based systems in tropical and subtropical regions. The evaluation of forage productivity and canopy characteristics allows us to understand pasture responses over time and identify high-yield genotypes with different defoliation management needs. Our objectives were to compare and explain differences in forage accumulation and canopy characteristics of five genotypes of Brachiaria spp. (Basilisk, Marandu, Mulato II, Piatã and Xaraés) in southeastern Brazil under three levels of nitrogen fertilization (220 kg of N ha-1 yr-1 in year 1 and 0 and 550 kg of N ha-1 yr-1 in year Year 3), and adapt the CROPGRO-Perennial Forage model (CROPGRO-PFM) to simulate the seasonal growth and production of these same genotypes, as well as to describe the adaptations and improvements made to the model. Both objectives were developed from an experiment of mechanically harvested plots with 15 cm stubble every 28 days and 42 days during the wet and dry season, respectively, from October 2013 to November 2014 (Year 1) and from September 2015 to September 2016 (Year 3). Response measurements included annual herbage accumulation, plant-part composition, canopy height, herbage bulk density, leaf area index, light interception, and tiller population density. The first objective showed us that there were differences between the genotypes, indicating great variability. Mulato II, Piatã and Xaraés were the most productive genotypes, producing an annual average of 12.1 Mg DM ha-1. The plots fertilized with N produced 2.3 times more forage than the non-fertilized plots. The main contrast occurred between the Basilisk and Xaraés genotypes. Basilisk showed higher tiller population density (1512 vs. 854 tillers per m2) and low leaf:stem ratio (2.4 vs. 12.8) in relation to Xaraés. While the second objective showed us that the model adaptation required the modification of parameters related to the partition between leaf and stem fractions, and the allocation intensity to shoot versus storage tissues based on photoperiod sensitivity. And after these modifications, the CROPGRO-PFM model performed well, providing realistic seasonal growth responses to seasonal climate variations and nitrogen fertilization. Morphological and structural characteristics of the canopy are valuable ways of understanding the management potential of different Brachiaria genotypes. And after adapting the model, we can apply it as a tool to simulate the growth and partitioning of the five Brachiaria genotypes in different scenarios.
publishDate 2022
dc.date.none.fl_str_mv 2022-03-17T18:21:31Z
2022-03-17T18:21:31Z
2022-03-17
2022-02-25
dc.type.status.fl_str_mv info:eu-repo/semantics/publishedVersion
dc.type.driver.fl_str_mv info:eu-repo/semantics/doctoralThesis
format doctoralThesis
status_str publishedVersion
dc.identifier.uri.fl_str_mv CUNHA, D. da. Agronomic traits and adaptation of the CROPGRO-Perennial Forage model to predict the growth of five Brachiaria genotypes. 2022. 91 p. Tese (Doutorado em Zootecnia) – Universidade Federal de Lavras, Lavras, 2022.
http://repositorio.ufla.br/jspui/handle/1/49513
identifier_str_mv CUNHA, D. da. Agronomic traits and adaptation of the CROPGRO-Perennial Forage model to predict the growth of five Brachiaria genotypes. 2022. 91 p. Tese (Doutorado em Zootecnia) – Universidade Federal de Lavras, Lavras, 2022.
url http://repositorio.ufla.br/jspui/handle/1/49513
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.format.none.fl_str_mv application/pdf
dc.publisher.none.fl_str_mv Universidade Federal de Lavras
Programa de Pós-Graduação em Zootecnia
UFLA
brasil
Departamento de Zootecnia
publisher.none.fl_str_mv Universidade Federal de Lavras
Programa de Pós-Graduação em Zootecnia
UFLA
brasil
Departamento de Zootecnia
dc.source.none.fl_str_mv 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
_version_ 1807835119894921216