Adaptability and stability of eucalypt clones at different ages across environmental gradients in Brazil

Detalhes bibliográficos
Autor(a) principal: de Araujo, Marcio José [UNESP]
Data de Publicação: 2019
Outros Autores: de Paula, Rinaldo Cesar [UNESP], Campoe, Otávio Camargo, Carneiro, Rafaela Lorenzato
Tipo de documento: Artigo
Idioma: eng
Título da fonte: Repositório Institucional da UNESP
Texto Completo: http://dx.doi.org/10.1016/j.foreco.2019.117631
http://hdl.handle.net/11449/198022
Resumo: The genetic gains from eucalypt breeding programs have decreased compared to previous decades while productivity reduced in recent years. This decrease is mainly attributed to climate change that, according to studies, has been limiting productivity and changing the adaptation of forest species. But other aspects can be listed, as pests and diseases and decreasing gains with the advance of breeding programs. The objective of this work is to investigate the genotype × site × age interaction in a multi-environment trial with eucalypt clones to verify the adaptability and stability of the genotypes and, finally, to identify mega-environments over time, as well as the influence of climate variables on the genotype performances. The trait diameter at breast height (DBH) of 11 Eucalyptus commercial clones at 11 sites (range from −0.84 to −24.23 latitude and from −39.60 to −52.59 longitude) and three evaluated ages (Age 1 – ranging from 13 to 17 months after planting; Age 2 – from 31 to 34 months; Age 3 – from 48 to 53 months old) was measured and analyzed by factor analytic multiplicative mixed (FAMM) model associated with the GGE biplot and multivariate regression tree using climate variables. A significant G × E interaction and genotypes with different performance across environments and ages were observed. There are clones with high adaptability to specific sites while others show good stability. The results clustered the sites into three mega-environments according to a latitude gradient, over time. The performance of Eucalyptus clones over time indicate precisely either roughly similar or extremely contrasting environments. Temperature affected the most the clustering of the studied sites followed by the latitudinal gradient, impacting productivity negatively, regardless of age. These results may help future studies on the development of selection strategies in tropical regions to address climate change and assist forest breeding programs to deal with the effect of climate change on eucalypt productivity.
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spelling Adaptability and stability of eucalypt clones at different ages across environmental gradients in BrazilAIREMLClimate changeEucalyptusForest breeding programsGenetic correlationG × E interactionThe genetic gains from eucalypt breeding programs have decreased compared to previous decades while productivity reduced in recent years. This decrease is mainly attributed to climate change that, according to studies, has been limiting productivity and changing the adaptation of forest species. But other aspects can be listed, as pests and diseases and decreasing gains with the advance of breeding programs. The objective of this work is to investigate the genotype × site × age interaction in a multi-environment trial with eucalypt clones to verify the adaptability and stability of the genotypes and, finally, to identify mega-environments over time, as well as the influence of climate variables on the genotype performances. The trait diameter at breast height (DBH) of 11 Eucalyptus commercial clones at 11 sites (range from −0.84 to −24.23 latitude and from −39.60 to −52.59 longitude) and three evaluated ages (Age 1 – ranging from 13 to 17 months after planting; Age 2 – from 31 to 34 months; Age 3 – from 48 to 53 months old) was measured and analyzed by factor analytic multiplicative mixed (FAMM) model associated with the GGE biplot and multivariate regression tree using climate variables. A significant G × E interaction and genotypes with different performance across environments and ages were observed. There are clones with high adaptability to specific sites while others show good stability. The results clustered the sites into three mega-environments according to a latitude gradient, over time. The performance of Eucalyptus clones over time indicate precisely either roughly similar or extremely contrasting environments. Temperature affected the most the clustering of the studied sites followed by the latitudinal gradient, impacting productivity negatively, regardless of age. These results may help future studies on the development of selection strategies in tropical regions to address climate change and assist forest breeding programs to deal with the effect of climate change on eucalypt productivity.Coordenação de Aperfeiçoamento de Pessoal de Nível Superior (CAPES)São Paulo State University (Unesp) School of Agricultural and Veterinarian Sciences Jaboticabal, Via de Acesso Prof. Paulo Donato Castellane, Km 5, Zip Code: 14.884-900Department of Forestry Science Federal University of Lavras, Campus Box 3037, Zip Code: 37.200-000Forest Science and Research Institute (IPEF), Via Comendador Pedro Morganti, 3500 – Bairro Monte Alegre, Zip Code: 13415-000São Paulo State University (Unesp) School of Agricultural and Veterinarian Sciences Jaboticabal, Via de Acesso Prof. Paulo Donato Castellane, Km 5, Zip Code: 14.884-900Universidade Estadual Paulista (Unesp)Federal University of LavrasForest Science and Research Institute (IPEF)de Araujo, Marcio José [UNESP]de Paula, Rinaldo Cesar [UNESP]Campoe, Otávio CamargoCarneiro, Rafaela Lorenzato2020-12-12T00:56:48Z2020-12-12T00:56:48Z2019-12-15info:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/articlehttp://dx.doi.org/10.1016/j.foreco.2019.117631Forest Ecology and Management, v. 454.0378-1127http://hdl.handle.net/11449/19802210.1016/j.foreco.2019.1176312-s2.0-8507354033418206261000810270000-0001-9088-3924Scopusreponame:Repositório Institucional da UNESPinstname:Universidade Estadual Paulista (UNESP)instacron:UNESPengForest Ecology and Managementinfo:eu-repo/semantics/openAccess2021-10-23T07:21:31Zoai:repositorio.unesp.br:11449/198022Repositório InstitucionalPUBhttp://repositorio.unesp.br/oai/requestopendoar:29462024-08-05T20:49:12.015423Repositório Institucional da UNESP - Universidade Estadual Paulista (UNESP)false
dc.title.none.fl_str_mv Adaptability and stability of eucalypt clones at different ages across environmental gradients in Brazil
title Adaptability and stability of eucalypt clones at different ages across environmental gradients in Brazil
spellingShingle Adaptability and stability of eucalypt clones at different ages across environmental gradients in Brazil
de Araujo, Marcio José [UNESP]
AIREML
Climate change
Eucalyptus
Forest breeding programs
Genetic correlation
G × E interaction
title_short Adaptability and stability of eucalypt clones at different ages across environmental gradients in Brazil
title_full Adaptability and stability of eucalypt clones at different ages across environmental gradients in Brazil
title_fullStr Adaptability and stability of eucalypt clones at different ages across environmental gradients in Brazil
title_full_unstemmed Adaptability and stability of eucalypt clones at different ages across environmental gradients in Brazil
title_sort Adaptability and stability of eucalypt clones at different ages across environmental gradients in Brazil
author de Araujo, Marcio José [UNESP]
author_facet de Araujo, Marcio José [UNESP]
de Paula, Rinaldo Cesar [UNESP]
Campoe, Otávio Camargo
Carneiro, Rafaela Lorenzato
author_role author
author2 de Paula, Rinaldo Cesar [UNESP]
Campoe, Otávio Camargo
Carneiro, Rafaela Lorenzato
author2_role author
author
author
dc.contributor.none.fl_str_mv Universidade Estadual Paulista (Unesp)
Federal University of Lavras
Forest Science and Research Institute (IPEF)
dc.contributor.author.fl_str_mv de Araujo, Marcio José [UNESP]
de Paula, Rinaldo Cesar [UNESP]
Campoe, Otávio Camargo
Carneiro, Rafaela Lorenzato
dc.subject.por.fl_str_mv AIREML
Climate change
Eucalyptus
Forest breeding programs
Genetic correlation
G × E interaction
topic AIREML
Climate change
Eucalyptus
Forest breeding programs
Genetic correlation
G × E interaction
description The genetic gains from eucalypt breeding programs have decreased compared to previous decades while productivity reduced in recent years. This decrease is mainly attributed to climate change that, according to studies, has been limiting productivity and changing the adaptation of forest species. But other aspects can be listed, as pests and diseases and decreasing gains with the advance of breeding programs. The objective of this work is to investigate the genotype × site × age interaction in a multi-environment trial with eucalypt clones to verify the adaptability and stability of the genotypes and, finally, to identify mega-environments over time, as well as the influence of climate variables on the genotype performances. The trait diameter at breast height (DBH) of 11 Eucalyptus commercial clones at 11 sites (range from −0.84 to −24.23 latitude and from −39.60 to −52.59 longitude) and three evaluated ages (Age 1 – ranging from 13 to 17 months after planting; Age 2 – from 31 to 34 months; Age 3 – from 48 to 53 months old) was measured and analyzed by factor analytic multiplicative mixed (FAMM) model associated with the GGE biplot and multivariate regression tree using climate variables. A significant G × E interaction and genotypes with different performance across environments and ages were observed. There are clones with high adaptability to specific sites while others show good stability. The results clustered the sites into three mega-environments according to a latitude gradient, over time. The performance of Eucalyptus clones over time indicate precisely either roughly similar or extremely contrasting environments. Temperature affected the most the clustering of the studied sites followed by the latitudinal gradient, impacting productivity negatively, regardless of age. These results may help future studies on the development of selection strategies in tropical regions to address climate change and assist forest breeding programs to deal with the effect of climate change on eucalypt productivity.
publishDate 2019
dc.date.none.fl_str_mv 2019-12-15
2020-12-12T00:56:48Z
2020-12-12T00:56:48Z
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://dx.doi.org/10.1016/j.foreco.2019.117631
Forest Ecology and Management, v. 454.
0378-1127
http://hdl.handle.net/11449/198022
10.1016/j.foreco.2019.117631
2-s2.0-85073540334
1820626100081027
0000-0001-9088-3924
url http://dx.doi.org/10.1016/j.foreco.2019.117631
http://hdl.handle.net/11449/198022
identifier_str_mv Forest Ecology and Management, v. 454.
0378-1127
10.1016/j.foreco.2019.117631
2-s2.0-85073540334
1820626100081027
0000-0001-9088-3924
dc.language.iso.fl_str_mv eng
language eng
dc.relation.none.fl_str_mv Forest Ecology and Management
dc.rights.driver.fl_str_mv info:eu-repo/semantics/openAccess
eu_rights_str_mv openAccess
dc.source.none.fl_str_mv Scopus
reponame:Repositório Institucional da UNESP
instname:Universidade Estadual Paulista (UNESP)
instacron:UNESP
instname_str Universidade Estadual Paulista (UNESP)
instacron_str UNESP
institution UNESP
reponame_str Repositório Institucional da UNESP
collection Repositório Institucional da UNESP
repository.name.fl_str_mv Repositório Institucional da UNESP - Universidade Estadual Paulista (UNESP)
repository.mail.fl_str_mv
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