Environment, management, and genetic contributions to maize kernel hardness and grain yield

Autores
Cerrudo, Aní­bal Alejandro; Martinez, Dionisio Roberto; Izquierdo, Natalia Gabriela; Cirilo, Alfredo Gabriel; Laserna, Paula; Reinoso, Lucio; Valentinuz, Oscar Rodolfo; Balbi, Celsa Noemí; Andrade, Fernando Hector
Año de publicación
2017
Idioma
inglés
Tipo de recurso
artículo
Estado
versión aceptada
Descripción
Dry milling performance of maize (Zea mays L.) is directly related to kernel hardness. This study assessed the contribution of maize hybrid and crop growing condition on kernel hardness and grain yield. Three hybrids that fully explore the available genetic variability for kernel hardness were planted at different environments across the Argentinean cropping area. At each environment, early and late planting dates and supplemental fertilization were evaluated. Kernel coarse-to-fine ratio was used as an indicator of kernel hardness. Coarse-to-fine ratio ranged from 2.0 to 7.0 g g−1, grain yield ranged from 494 to 1391 g m−2, and both were affected by hybrid and growing conditions. Hybrid ranking was stable across growing conditions; however, differences among hybrids in kernel coarse-to-fine ratio and grain yield increased when growing condition favored kernel hardness and grain yield. Growing condition explained >60% of total variability in coarse- to- fine ratio and grain yield. Fertilization management had significant but small influence on assessed variables. In contrast, the interaction between planting date and environment was the major determinant of kernel coarse-to-fine ratio and grain yield. Delayed planting consistently reduced kernel hardness at high-latitude locations. Potential photosynthetic source during maize reproductive period explained 37% of the variation in kernel coarse-to-fine ratio. Environment and agronomic management should be considered together with the hybrid in the design of maize production strategies oriented to end-use quality.
EEA Pergamino
Fil: Cerrudo, Aníbal. Universidad Nacional de Mar del Plata.Facultad de Ciencias Agrarias; Argentina. Instituto Nacional de Tecnología Agropecuaria (INTA). Estación Experimental Agropecuaria Balcarce; Argentina.
Fil: Martinez, Dionisio. Universidad Nacional de Mar del Plata. Facultad de Ciencias Agrarias; Argentina.
Fil: Cirilo, Alfredo Gabriel. Instituto Nacional de Tecnología Agropecuaria (INTA). Estación Experimental Agropecuaria Pergamino. Departamento de Ecofisiologia; Argentina.
Fil: Laserna, Paula. Consejo Nacional de Investigaciónes Científicas y técnicas (CONICET); Argentina.
Fil: Valentinuz, Oscar. Instituto Nacional de Tecnología Agropecuaria (INTA). Estación Experimental Agropecuaria Paraná; Argentina.
Fil: Izquierdo, Natalia G. Consejo Nacional de Investigaciónes Científicas y Técnicas; Argentina. Universidad Nacional de Mar del Plata. Facultad de Ciencias Agrarias; Argentina.
Fil: Reinoso, Lucio. Instituto Nacional de Tecnología Agropecuaria (INTA). Estación Experimental Agropecuaria Valle Inferior del Río Negro; Argentina. Universidad Nacional de Río Negro. Departamento de Ciencias Exactas, Naturales y de Ingeniería; Argentina.
Fil: Balbi, Celsa. Universidad Nacional del Noroeste Corrientes. Facultad de Ciencias Agrarias; Argentina.
Fil: Andrade, Fernando H. Universidad Nacional de Mar del Plata. Facultad de Ciencias Agrarias; Argentina. Instituto Nacional de Tecnología Agropecuaria (INTA). Estación Experimental Agropecuaria Balcarce; Argentina. Consejo Nacional de Invetigacioes Científicas y Técnicas (CONICET); Argentina.
Fuente
Crop Science 57 (5) : p. 2788-2798. (2017)
Materia
Maíz
Genética
Rendimiento
Fecha de siembra
Medio ambiente
Maize
Genetics
Yields
Sowing date
Environment
Nivel de accesibilidad
acceso restringido
Condiciones de uso
Repositorio
INTA Digital (INTA)
Institución
Instituto Nacional de Tecnología Agropecuaria
OAI Identificador
oai:localhost:20.500.12123/2010

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network_name_str INTA Digital (INTA)
spelling Environment, management, and genetic contributions to maize kernel hardness and grain yieldCerrudo, Aní­bal AlejandroMartinez, Dionisio RobertoIzquierdo, Natalia GabrielaCirilo, Alfredo GabrielLaserna, PaulaReinoso, LucioValentinuz, Oscar RodolfoBalbi, Celsa NoemíAndrade, Fernando HectorMaízGenéticaRendimientoFecha de siembraMedio ambienteMaizeGeneticsYieldsSowing dateEnvironmentDry milling performance of maize (Zea mays L.) is directly related to kernel hardness. This study assessed the contribution of maize hybrid and crop growing condition on kernel hardness and grain yield. Three hybrids that fully explore the available genetic variability for kernel hardness were planted at different environments across the Argentinean cropping area. At each environment, early and late planting dates and supplemental fertilization were evaluated. Kernel coarse-to-fine ratio was used as an indicator of kernel hardness. Coarse-to-fine ratio ranged from 2.0 to 7.0 g g−1, grain yield ranged from 494 to 1391 g m−2, and both were affected by hybrid and growing conditions. Hybrid ranking was stable across growing conditions; however, differences among hybrids in kernel coarse-to-fine ratio and grain yield increased when growing condition favored kernel hardness and grain yield. Growing condition explained >60% of total variability in coarse- to- fine ratio and grain yield. Fertilization management had significant but small influence on assessed variables. In contrast, the interaction between planting date and environment was the major determinant of kernel coarse-to-fine ratio and grain yield. Delayed planting consistently reduced kernel hardness at high-latitude locations. Potential photosynthetic source during maize reproductive period explained 37% of the variation in kernel coarse-to-fine ratio. Environment and agronomic management should be considered together with the hybrid in the design of maize production strategies oriented to end-use quality.EEA PergaminoFil: Cerrudo, Aníbal. Universidad Nacional de Mar del Plata.Facultad de Ciencias Agrarias; Argentina. Instituto Nacional de Tecnología Agropecuaria (INTA). Estación Experimental Agropecuaria Balcarce; Argentina.Fil: Martinez, Dionisio. Universidad Nacional de Mar del Plata. Facultad de Ciencias Agrarias; Argentina.Fil: Cirilo, Alfredo Gabriel. Instituto Nacional de Tecnología Agropecuaria (INTA). Estación Experimental Agropecuaria Pergamino. Departamento de Ecofisiologia; Argentina.Fil: Laserna, Paula. Consejo Nacional de Investigaciónes Científicas y técnicas (CONICET); Argentina.Fil: Valentinuz, Oscar. Instituto Nacional de Tecnología Agropecuaria (INTA). Estación Experimental Agropecuaria Paraná; Argentina.Fil: Izquierdo, Natalia G. Consejo Nacional de Investigaciónes Científicas y Técnicas; Argentina. Universidad Nacional de Mar del Plata. Facultad de Ciencias Agrarias; Argentina.Fil: Reinoso, Lucio. Instituto Nacional de Tecnología Agropecuaria (INTA). Estación Experimental Agropecuaria Valle Inferior del Río Negro; Argentina. Universidad Nacional de Río Negro. Departamento de Ciencias Exactas, Naturales y de Ingeniería; Argentina.Fil: Balbi, Celsa. Universidad Nacional del Noroeste Corrientes. Facultad de Ciencias Agrarias; Argentina.Fil: Andrade, Fernando H. Universidad Nacional de Mar del Plata. Facultad de Ciencias Agrarias; Argentina. Instituto Nacional de Tecnología Agropecuaria (INTA). Estación Experimental Agropecuaria Balcarce; Argentina. Consejo Nacional de Invetigacioes Científicas y Técnicas (CONICET); Argentina.2018-03-12T14:17:05Z2018-03-12T14:17:05Z2017-09info:eu-repo/semantics/articleinfo:eu-repo/semantics/acceptedVersionhttp://purl.org/coar/resource_type/c_6501info:ar-repo/semantics/articuloapplication/pdfhttp://hdl.handle.net/20.500.12123/2010http://www.conicet.gov.ar/new_scp/detalle.php?keywords=&id=35337&articulos=yes&detalles=yes&art_id=6520404#https://dl.sciencesocieties.org/publications/cs/abstracts/57/5/2788https://doi.org/10.2135/cropsci2016.12.0997Crop Science 57 (5) : p. 2788-2798. (2017)reponame:INTA Digital (INTA)instname:Instituto Nacional de Tecnología Agropecuariaenginfo:eu-repo/semantics/restrictedAccess2025-10-23T11:16:28Zoai:localhost:20.500.12123/2010instacron:INTAInstitucionalhttp://repositorio.inta.gob.ar/Organismo científico-tecnológicoNo correspondehttp://repositorio.inta.gob.ar/oai/requesttripaldi.nicolas@inta.gob.arArgentinaNo correspondeNo correspondeNo correspondeopendoar:l2025-10-23 11:16:28.458INTA Digital (INTA) - Instituto Nacional de Tecnología Agropecuariafalse
dc.title.none.fl_str_mv Environment, management, and genetic contributions to maize kernel hardness and grain yield
title Environment, management, and genetic contributions to maize kernel hardness and grain yield
spellingShingle Environment, management, and genetic contributions to maize kernel hardness and grain yield
Cerrudo, Aní­bal Alejandro
Maíz
Genética
Rendimiento
Fecha de siembra
Medio ambiente
Maize
Genetics
Yields
Sowing date
Environment
title_short Environment, management, and genetic contributions to maize kernel hardness and grain yield
title_full Environment, management, and genetic contributions to maize kernel hardness and grain yield
title_fullStr Environment, management, and genetic contributions to maize kernel hardness and grain yield
title_full_unstemmed Environment, management, and genetic contributions to maize kernel hardness and grain yield
title_sort Environment, management, and genetic contributions to maize kernel hardness and grain yield
dc.creator.none.fl_str_mv Cerrudo, Aní­bal Alejandro
Martinez, Dionisio Roberto
Izquierdo, Natalia Gabriela
Cirilo, Alfredo Gabriel
Laserna, Paula
Reinoso, Lucio
Valentinuz, Oscar Rodolfo
Balbi, Celsa Noemí
Andrade, Fernando Hector
author Cerrudo, Aní­bal Alejandro
author_facet Cerrudo, Aní­bal Alejandro
Martinez, Dionisio Roberto
Izquierdo, Natalia Gabriela
Cirilo, Alfredo Gabriel
Laserna, Paula
Reinoso, Lucio
Valentinuz, Oscar Rodolfo
Balbi, Celsa Noemí
Andrade, Fernando Hector
author_role author
author2 Martinez, Dionisio Roberto
Izquierdo, Natalia Gabriela
Cirilo, Alfredo Gabriel
Laserna, Paula
Reinoso, Lucio
Valentinuz, Oscar Rodolfo
Balbi, Celsa Noemí
Andrade, Fernando Hector
author2_role author
author
author
author
author
author
author
author
dc.subject.none.fl_str_mv Maíz
Genética
Rendimiento
Fecha de siembra
Medio ambiente
Maize
Genetics
Yields
Sowing date
Environment
topic Maíz
Genética
Rendimiento
Fecha de siembra
Medio ambiente
Maize
Genetics
Yields
Sowing date
Environment
dc.description.none.fl_txt_mv Dry milling performance of maize (Zea mays L.) is directly related to kernel hardness. This study assessed the contribution of maize hybrid and crop growing condition on kernel hardness and grain yield. Three hybrids that fully explore the available genetic variability for kernel hardness were planted at different environments across the Argentinean cropping area. At each environment, early and late planting dates and supplemental fertilization were evaluated. Kernel coarse-to-fine ratio was used as an indicator of kernel hardness. Coarse-to-fine ratio ranged from 2.0 to 7.0 g g−1, grain yield ranged from 494 to 1391 g m−2, and both were affected by hybrid and growing conditions. Hybrid ranking was stable across growing conditions; however, differences among hybrids in kernel coarse-to-fine ratio and grain yield increased when growing condition favored kernel hardness and grain yield. Growing condition explained >60% of total variability in coarse- to- fine ratio and grain yield. Fertilization management had significant but small influence on assessed variables. In contrast, the interaction between planting date and environment was the major determinant of kernel coarse-to-fine ratio and grain yield. Delayed planting consistently reduced kernel hardness at high-latitude locations. Potential photosynthetic source during maize reproductive period explained 37% of the variation in kernel coarse-to-fine ratio. Environment and agronomic management should be considered together with the hybrid in the design of maize production strategies oriented to end-use quality.
EEA Pergamino
Fil: Cerrudo, Aníbal. Universidad Nacional de Mar del Plata.Facultad de Ciencias Agrarias; Argentina. Instituto Nacional de Tecnología Agropecuaria (INTA). Estación Experimental Agropecuaria Balcarce; Argentina.
Fil: Martinez, Dionisio. Universidad Nacional de Mar del Plata. Facultad de Ciencias Agrarias; Argentina.
Fil: Cirilo, Alfredo Gabriel. Instituto Nacional de Tecnología Agropecuaria (INTA). Estación Experimental Agropecuaria Pergamino. Departamento de Ecofisiologia; Argentina.
Fil: Laserna, Paula. Consejo Nacional de Investigaciónes Científicas y técnicas (CONICET); Argentina.
Fil: Valentinuz, Oscar. Instituto Nacional de Tecnología Agropecuaria (INTA). Estación Experimental Agropecuaria Paraná; Argentina.
Fil: Izquierdo, Natalia G. Consejo Nacional de Investigaciónes Científicas y Técnicas; Argentina. Universidad Nacional de Mar del Plata. Facultad de Ciencias Agrarias; Argentina.
Fil: Reinoso, Lucio. Instituto Nacional de Tecnología Agropecuaria (INTA). Estación Experimental Agropecuaria Valle Inferior del Río Negro; Argentina. Universidad Nacional de Río Negro. Departamento de Ciencias Exactas, Naturales y de Ingeniería; Argentina.
Fil: Balbi, Celsa. Universidad Nacional del Noroeste Corrientes. Facultad de Ciencias Agrarias; Argentina.
Fil: Andrade, Fernando H. Universidad Nacional de Mar del Plata. Facultad de Ciencias Agrarias; Argentina. Instituto Nacional de Tecnología Agropecuaria (INTA). Estación Experimental Agropecuaria Balcarce; Argentina. Consejo Nacional de Invetigacioes Científicas y Técnicas (CONICET); Argentina.
description Dry milling performance of maize (Zea mays L.) is directly related to kernel hardness. This study assessed the contribution of maize hybrid and crop growing condition on kernel hardness and grain yield. Three hybrids that fully explore the available genetic variability for kernel hardness were planted at different environments across the Argentinean cropping area. At each environment, early and late planting dates and supplemental fertilization were evaluated. Kernel coarse-to-fine ratio was used as an indicator of kernel hardness. Coarse-to-fine ratio ranged from 2.0 to 7.0 g g−1, grain yield ranged from 494 to 1391 g m−2, and both were affected by hybrid and growing conditions. Hybrid ranking was stable across growing conditions; however, differences among hybrids in kernel coarse-to-fine ratio and grain yield increased when growing condition favored kernel hardness and grain yield. Growing condition explained >60% of total variability in coarse- to- fine ratio and grain yield. Fertilization management had significant but small influence on assessed variables. In contrast, the interaction between planting date and environment was the major determinant of kernel coarse-to-fine ratio and grain yield. Delayed planting consistently reduced kernel hardness at high-latitude locations. Potential photosynthetic source during maize reproductive period explained 37% of the variation in kernel coarse-to-fine ratio. Environment and agronomic management should be considered together with the hybrid in the design of maize production strategies oriented to end-use quality.
publishDate 2017
dc.date.none.fl_str_mv 2017-09
2018-03-12T14:17:05Z
2018-03-12T14:17:05Z
dc.type.none.fl_str_mv info:eu-repo/semantics/article
info:eu-repo/semantics/acceptedVersion
http://purl.org/coar/resource_type/c_6501
info:ar-repo/semantics/articulo
format article
status_str acceptedVersion
dc.identifier.none.fl_str_mv http://hdl.handle.net/20.500.12123/2010
http://www.conicet.gov.ar/new_scp/detalle.php?keywords=&id=35337&articulos=yes&detalles=yes&art_id=6520404#
https://dl.sciencesocieties.org/publications/cs/abstracts/57/5/2788
https://doi.org/10.2135/cropsci2016.12.0997
url http://hdl.handle.net/20.500.12123/2010
http://www.conicet.gov.ar/new_scp/detalle.php?keywords=&id=35337&articulos=yes&detalles=yes&art_id=6520404#
https://dl.sciencesocieties.org/publications/cs/abstracts/57/5/2788
https://doi.org/10.2135/cropsci2016.12.0997
dc.language.none.fl_str_mv eng
language eng
dc.rights.none.fl_str_mv info:eu-repo/semantics/restrictedAccess
eu_rights_str_mv restrictedAccess
dc.format.none.fl_str_mv application/pdf
dc.source.none.fl_str_mv Crop Science 57 (5) : p. 2788-2798. (2017)
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reponame_str INTA Digital (INTA)
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repository.name.fl_str_mv INTA Digital (INTA) - Instituto Nacional de Tecnología Agropecuaria
repository.mail.fl_str_mv tripaldi.nicolas@inta.gob.ar
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