Heterosis × environment interaction in maize: What drives heterosis for grain yield?
- Autores
- Munaro, E. M.; Eyherabide, G. H.; D'andrea, Karina Elizabeth; Cirilo, A. G.; Otegui, Maria Elena
- Año de publicación
- 2011
- Idioma
- inglés
- Tipo de recurso
- artículo
- Estado
- versión publicada
- Descripción
- Variation in mean heterosis in maize over a range of environments can be expected when hybrids and inbred lines respond differently to environmental stimuli however, the magnitude and nature of heterosis x environment (H x E) interaction has not been adequately described. The objectives of this work were (i) to determine the effects of environmental variability on the expression of grain yield and ecophysiological traits in a set of six inbred lines and their derived hybrids grown in 14 environments (year x nitrogen x water regime combinations) and (ii) to what extent H x E interactions are of general importance for the expression of heterosis for these traits. Field experiments were conducted at Pergamino, Argentina during 2002-2003, 2003-2004, 2004-2005, 2006-2007 and 2008-2009 growing seasons. The variability among experiments was manipulated by applying supplemental irrigation or dry land farming and two nitrogen levels. Main physiological and quantitative determinants of grain yield were measured and mid parent heterosis (MPH) computed for each trait. Genotype x environment interaction was investigated using the joint regression. For plant grain yield (PGY), hybrids had a significant but moderate association between environmental sensitivity and mean genotype value, whereas inbred lines did not show association. For HI hybrids showed greater mean values than inbred, however, regression coefficients of both genotype groups tended to overlap slightly. A decrease in environmental quality led to a decline in the expression of heterosis for PGY but not for HI. A bilinear model adequately described the association between heterosis for PGY and environmental quality and we identified the existence of a threshold value beyond which further increases in environmental quality did not translate into higher heterosis for PGY. A similar response pattern was found between PGY MPH and BiomassPM MPH. Despite the greater heterosis for BiomassPM, further increases in PGY MPH could not be realized above a threshold value of 115 g pl for BiomassPM MPH representative of high quality environments. HI MPH was the major factor that set a limit to PGY.
Fil: Munaro, E. M.. Universidad de Buenos Aires. Facultad de Agronomía. Departamento de Producción Vegetal; Argentina
Fil: Eyherabide, G. H.. Instituto Nacional de Tecnología Agropecuaria. Centro Regional Buenos Aires Norte. Estación Experimental Agropecuaria Pergamino; Argentina
Fil: D'andrea, Karina Elizabeth. Universidad de Buenos Aires. Facultad de Agronomía. Departamento de Producción Vegetal. Cátedra de Cerealicultura; Argentina. Consejo Nacional de Investigaciones Científicas y Técnicas. Oficina de Coordinación Administrativa Parque Centenario; Argentina
Fil: Cirilo, A. G.. Instituto Nacional de Tecnología Agropecuaria. Centro Regional Buenos Aires Norte. Estación Experimental Agropecuaria Pergamino; Argentina
Fil: Otegui, Maria Elena. Universidad de Buenos Aires. Facultad de Agronomía. Departamento de Producción Vegetal; Argentina. Consejo Nacional de Investigaciones Científicas y Técnicas. Oficina de Coordinación Administrativa Parque Centenario. Instituto de Investigaciones Fisiológicas y Ecológicas Vinculadas a la Agricultura. Universidad de Buenos Aires. Facultad de Agronomía. Instituto de Investigaciones Fisiológicas y Ecológicas Vinculadas a la Agricultura; Argentina - Materia
-
Maize
Genotypes
Environment
Heterosis - Nivel de accesibilidad
- acceso abierto
- Condiciones de uso
- https://creativecommons.org/licenses/by-nc-nd/2.5/ar/
- Repositorio
- Institución
- Consejo Nacional de Investigaciones Científicas y Técnicas
- OAI Identificador
- oai:ri.conicet.gov.ar:11336/15728
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Heterosis × environment interaction in maize: What drives heterosis for grain yield?Munaro, E. M.Eyherabide, G. H.D'andrea, Karina ElizabethCirilo, A. G.Otegui, Maria ElenaMaizeGenotypesEnvironmentHeterosishttps://purl.org/becyt/ford/4.1https://purl.org/becyt/ford/4Variation in mean heterosis in maize over a range of environments can be expected when hybrids and inbred lines respond differently to environmental stimuli however, the magnitude and nature of heterosis x environment (H x E) interaction has not been adequately described. The objectives of this work were (i) to determine the effects of environmental variability on the expression of grain yield and ecophysiological traits in a set of six inbred lines and their derived hybrids grown in 14 environments (year x nitrogen x water regime combinations) and (ii) to what extent H x E interactions are of general importance for the expression of heterosis for these traits. Field experiments were conducted at Pergamino, Argentina during 2002-2003, 2003-2004, 2004-2005, 2006-2007 and 2008-2009 growing seasons. The variability among experiments was manipulated by applying supplemental irrigation or dry land farming and two nitrogen levels. Main physiological and quantitative determinants of grain yield were measured and mid parent heterosis (MPH) computed for each trait. Genotype x environment interaction was investigated using the joint regression. For plant grain yield (PGY), hybrids had a significant but moderate association between environmental sensitivity and mean genotype value, whereas inbred lines did not show association. For HI hybrids showed greater mean values than inbred, however, regression coefficients of both genotype groups tended to overlap slightly. A decrease in environmental quality led to a decline in the expression of heterosis for PGY but not for HI. A bilinear model adequately described the association between heterosis for PGY and environmental quality and we identified the existence of a threshold value beyond which further increases in environmental quality did not translate into higher heterosis for PGY. A similar response pattern was found between PGY MPH and BiomassPM MPH. Despite the greater heterosis for BiomassPM, further increases in PGY MPH could not be realized above a threshold value of 115 g pl for BiomassPM MPH representative of high quality environments. HI MPH was the major factor that set a limit to PGY.Fil: Munaro, E. M.. Universidad de Buenos Aires. Facultad de Agronomía. Departamento de Producción Vegetal; ArgentinaFil: Eyherabide, G. H.. Instituto Nacional de Tecnología Agropecuaria. Centro Regional Buenos Aires Norte. Estación Experimental Agropecuaria Pergamino; ArgentinaFil: D'andrea, Karina Elizabeth. Universidad de Buenos Aires. Facultad de Agronomía. Departamento de Producción Vegetal. Cátedra de Cerealicultura; Argentina. Consejo Nacional de Investigaciones Científicas y Técnicas. Oficina de Coordinación Administrativa Parque Centenario; ArgentinaFil: Cirilo, A. G.. Instituto Nacional de Tecnología Agropecuaria. Centro Regional Buenos Aires Norte. Estación Experimental Agropecuaria Pergamino; ArgentinaFil: Otegui, Maria Elena. Universidad de Buenos Aires. Facultad de Agronomía. Departamento de Producción Vegetal; Argentina. Consejo Nacional de Investigaciones Científicas y Técnicas. Oficina de Coordinación Administrativa Parque Centenario. Instituto de Investigaciones Fisiológicas y Ecológicas Vinculadas a la Agricultura. Universidad de Buenos Aires. Facultad de Agronomía. Instituto de Investigaciones Fisiológicas y Ecológicas Vinculadas a la Agricultura; ArgentinaElsevier2011-12info:eu-repo/semantics/articleinfo:eu-repo/semantics/publishedVersionhttp://purl.org/coar/resource_type/c_6501info:ar-repo/semantics/articuloapplication/pdfapplication/pdfhttp://hdl.handle.net/11336/15728Munaro, E. M.; Eyherabide, G. H.; D'andrea, Karina Elizabeth; Cirilo, A. G.; Otegui, Maria Elena; Heterosis × environment interaction in maize: What drives heterosis for grain yield?; Elsevier; Field Crops Research; 124; 3; 12-2011; 441-4490378-4290enginfo:eu-repo/semantics/altIdentifier/url/http://www.sciencedirect.com/science/article/pii/S0378429011002656info:eu-repo/semantics/altIdentifier/doi/10.1016/j.fcr.2011.08.001info:eu-repo/semantics/openAccesshttps://creativecommons.org/licenses/by-nc-nd/2.5/ar/reponame:CONICET Digital (CONICET)instname:Consejo Nacional de Investigaciones Científicas y Técnicas2025-10-15T14:54:12Zoai:ri.conicet.gov.ar:11336/15728instacron:CONICETInstitucionalhttp://ri.conicet.gov.ar/Organismo científico-tecnológicoNo correspondehttp://ri.conicet.gov.ar/oai/requestdasensio@conicet.gov.ar; lcarlino@conicet.gov.arArgentinaNo correspondeNo correspondeNo correspondeopendoar:34982025-10-15 14:54:13.091CONICET Digital (CONICET) - Consejo Nacional de Investigaciones Científicas y Técnicasfalse |
dc.title.none.fl_str_mv |
Heterosis × environment interaction in maize: What drives heterosis for grain yield? |
title |
Heterosis × environment interaction in maize: What drives heterosis for grain yield? |
spellingShingle |
Heterosis × environment interaction in maize: What drives heterosis for grain yield? Munaro, E. M. Maize Genotypes Environment Heterosis |
title_short |
Heterosis × environment interaction in maize: What drives heterosis for grain yield? |
title_full |
Heterosis × environment interaction in maize: What drives heterosis for grain yield? |
title_fullStr |
Heterosis × environment interaction in maize: What drives heterosis for grain yield? |
title_full_unstemmed |
Heterosis × environment interaction in maize: What drives heterosis for grain yield? |
title_sort |
Heterosis × environment interaction in maize: What drives heterosis for grain yield? |
dc.creator.none.fl_str_mv |
Munaro, E. M. Eyherabide, G. H. D'andrea, Karina Elizabeth Cirilo, A. G. Otegui, Maria Elena |
author |
Munaro, E. M. |
author_facet |
Munaro, E. M. Eyherabide, G. H. D'andrea, Karina Elizabeth Cirilo, A. G. Otegui, Maria Elena |
author_role |
author |
author2 |
Eyherabide, G. H. D'andrea, Karina Elizabeth Cirilo, A. G. Otegui, Maria Elena |
author2_role |
author author author author |
dc.subject.none.fl_str_mv |
Maize Genotypes Environment Heterosis |
topic |
Maize Genotypes Environment Heterosis |
purl_subject.fl_str_mv |
https://purl.org/becyt/ford/4.1 https://purl.org/becyt/ford/4 |
dc.description.none.fl_txt_mv |
Variation in mean heterosis in maize over a range of environments can be expected when hybrids and inbred lines respond differently to environmental stimuli however, the magnitude and nature of heterosis x environment (H x E) interaction has not been adequately described. The objectives of this work were (i) to determine the effects of environmental variability on the expression of grain yield and ecophysiological traits in a set of six inbred lines and their derived hybrids grown in 14 environments (year x nitrogen x water regime combinations) and (ii) to what extent H x E interactions are of general importance for the expression of heterosis for these traits. Field experiments were conducted at Pergamino, Argentina during 2002-2003, 2003-2004, 2004-2005, 2006-2007 and 2008-2009 growing seasons. The variability among experiments was manipulated by applying supplemental irrigation or dry land farming and two nitrogen levels. Main physiological and quantitative determinants of grain yield were measured and mid parent heterosis (MPH) computed for each trait. Genotype x environment interaction was investigated using the joint regression. For plant grain yield (PGY), hybrids had a significant but moderate association between environmental sensitivity and mean genotype value, whereas inbred lines did not show association. For HI hybrids showed greater mean values than inbred, however, regression coefficients of both genotype groups tended to overlap slightly. A decrease in environmental quality led to a decline in the expression of heterosis for PGY but not for HI. A bilinear model adequately described the association between heterosis for PGY and environmental quality and we identified the existence of a threshold value beyond which further increases in environmental quality did not translate into higher heterosis for PGY. A similar response pattern was found between PGY MPH and BiomassPM MPH. Despite the greater heterosis for BiomassPM, further increases in PGY MPH could not be realized above a threshold value of 115 g pl for BiomassPM MPH representative of high quality environments. HI MPH was the major factor that set a limit to PGY. Fil: Munaro, E. M.. Universidad de Buenos Aires. Facultad de Agronomía. Departamento de Producción Vegetal; Argentina Fil: Eyherabide, G. H.. Instituto Nacional de Tecnología Agropecuaria. Centro Regional Buenos Aires Norte. Estación Experimental Agropecuaria Pergamino; Argentina Fil: D'andrea, Karina Elizabeth. Universidad de Buenos Aires. Facultad de Agronomía. Departamento de Producción Vegetal. Cátedra de Cerealicultura; Argentina. Consejo Nacional de Investigaciones Científicas y Técnicas. Oficina de Coordinación Administrativa Parque Centenario; Argentina Fil: Cirilo, A. G.. Instituto Nacional de Tecnología Agropecuaria. Centro Regional Buenos Aires Norte. Estación Experimental Agropecuaria Pergamino; Argentina Fil: Otegui, Maria Elena. Universidad de Buenos Aires. Facultad de Agronomía. Departamento de Producción Vegetal; Argentina. Consejo Nacional de Investigaciones Científicas y Técnicas. Oficina de Coordinación Administrativa Parque Centenario. Instituto de Investigaciones Fisiológicas y Ecológicas Vinculadas a la Agricultura. Universidad de Buenos Aires. Facultad de Agronomía. Instituto de Investigaciones Fisiológicas y Ecológicas Vinculadas a la Agricultura; Argentina |
description |
Variation in mean heterosis in maize over a range of environments can be expected when hybrids and inbred lines respond differently to environmental stimuli however, the magnitude and nature of heterosis x environment (H x E) interaction has not been adequately described. The objectives of this work were (i) to determine the effects of environmental variability on the expression of grain yield and ecophysiological traits in a set of six inbred lines and their derived hybrids grown in 14 environments (year x nitrogen x water regime combinations) and (ii) to what extent H x E interactions are of general importance for the expression of heterosis for these traits. Field experiments were conducted at Pergamino, Argentina during 2002-2003, 2003-2004, 2004-2005, 2006-2007 and 2008-2009 growing seasons. The variability among experiments was manipulated by applying supplemental irrigation or dry land farming and two nitrogen levels. Main physiological and quantitative determinants of grain yield were measured and mid parent heterosis (MPH) computed for each trait. Genotype x environment interaction was investigated using the joint regression. For plant grain yield (PGY), hybrids had a significant but moderate association between environmental sensitivity and mean genotype value, whereas inbred lines did not show association. For HI hybrids showed greater mean values than inbred, however, regression coefficients of both genotype groups tended to overlap slightly. A decrease in environmental quality led to a decline in the expression of heterosis for PGY but not for HI. A bilinear model adequately described the association between heterosis for PGY and environmental quality and we identified the existence of a threshold value beyond which further increases in environmental quality did not translate into higher heterosis for PGY. A similar response pattern was found between PGY MPH and BiomassPM MPH. Despite the greater heterosis for BiomassPM, further increases in PGY MPH could not be realized above a threshold value of 115 g pl for BiomassPM MPH representative of high quality environments. HI MPH was the major factor that set a limit to PGY. |
publishDate |
2011 |
dc.date.none.fl_str_mv |
2011-12 |
dc.type.none.fl_str_mv |
info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion http://purl.org/coar/resource_type/c_6501 info:ar-repo/semantics/articulo |
format |
article |
status_str |
publishedVersion |
dc.identifier.none.fl_str_mv |
http://hdl.handle.net/11336/15728 Munaro, E. M.; Eyherabide, G. H.; D'andrea, Karina Elizabeth; Cirilo, A. G.; Otegui, Maria Elena; Heterosis × environment interaction in maize: What drives heterosis for grain yield?; Elsevier; Field Crops Research; 124; 3; 12-2011; 441-449 0378-4290 |
url |
http://hdl.handle.net/11336/15728 |
identifier_str_mv |
Munaro, E. M.; Eyherabide, G. H.; D'andrea, Karina Elizabeth; Cirilo, A. G.; Otegui, Maria Elena; Heterosis × environment interaction in maize: What drives heterosis for grain yield?; Elsevier; Field Crops Research; 124; 3; 12-2011; 441-449 0378-4290 |
dc.language.none.fl_str_mv |
eng |
language |
eng |
dc.relation.none.fl_str_mv |
info:eu-repo/semantics/altIdentifier/url/http://www.sciencedirect.com/science/article/pii/S0378429011002656 info:eu-repo/semantics/altIdentifier/doi/10.1016/j.fcr.2011.08.001 |
dc.rights.none.fl_str_mv |
info:eu-repo/semantics/openAccess https://creativecommons.org/licenses/by-nc-nd/2.5/ar/ |
eu_rights_str_mv |
openAccess |
rights_invalid_str_mv |
https://creativecommons.org/licenses/by-nc-nd/2.5/ar/ |
dc.format.none.fl_str_mv |
application/pdf application/pdf |
dc.publisher.none.fl_str_mv |
Elsevier |
publisher.none.fl_str_mv |
Elsevier |
dc.source.none.fl_str_mv |
reponame:CONICET Digital (CONICET) instname:Consejo Nacional de Investigaciones Científicas y Técnicas |
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CONICET Digital (CONICET) |
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CONICET Digital (CONICET) |
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Consejo Nacional de Investigaciones Científicas y Técnicas |
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CONICET Digital (CONICET) - Consejo Nacional de Investigaciones Científicas y Técnicas |
repository.mail.fl_str_mv |
dasensio@conicet.gov.ar; lcarlino@conicet.gov.ar |
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13.22299 |