{"id":"https://openalex.org/W2167486287","doi":"https://doi.org/10.1093/jxb/eru328","title":"Predictions of heading date in bread wheat (Triticum aestivum L.) using QTL-based parameters of an ecophysiological model","display_name":"Predictions of heading date in bread wheat (Triticum aestivum L.) using QTL-based parameters of an ecophysiological model","publication_year":2014,"publication_date":"2014-08-22","ids":{"openalex":"https://openalex.org/W2167486287","doi":"https://doi.org/10.1093/jxb/eru328","mag":"2167486287","pmid":"https://pubmed.ncbi.nlm.nih.gov/25148833","pmcid":"https://www.ncbi.nlm.nih.gov/pmc/articles/4203124"},"language":"en","primary_location":{"id":"doi:10.1093/jxb/eru328","doi":"https://doi.org/10.1093/jxb/eru328","is_oa":true,"landing_page_url":"https://doi.org/10.1093/jxb/eru328","pdf_url":"https://academic.oup.com/jxb/article-pdf/65/20/5849/17133130/eru328.pdf","source":{"id":"https://openalex.org/S32610980","display_name":"Journal of Experimental Botany","issn_l":"0022-0957","issn":["0022-0957","1460-2431"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-scientific","cwts-core","dongbi-b","jufo-2","ki-jl-2","medline","norway-2","poland-140","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310311648","host_organization_name":"Oxford University Press","host_organization_lineage":["https://openalex.org/P4310311648","https://openalex.org/P4310311647"],"host_organization_lineage_names":["Oxford University Press","University of Oxford"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Experimental Botany","raw_type":"journal-article"},"volume":null,"type":"article","is_traditional":true,"indexed_in":["crossref","pubmed"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://academic.oup.com/jxb/article-pdf/65/20/5849/17133130/eru328.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5018048554","display_name":"Matthieu Bogard","orcid":"https://orcid.org/0000-0003-1349-8330","observed_orcids":["https://orcid.org/0000-0003-1349-8330"]},"institutions":[{"id":"https://openalex.org/I4210138126","display_name":"G\u00e9n\u00e9tique, Diversit\u00e9, \u00c9cophysiologie des C\u00e9r\u00e9ales","ror":"https://ror.org/04397qy32","country_code":"FR","type":"facility","lineage":["https://openalex.org/I198244214","https://openalex.org/I4210088668","https://openalex.org/I4210138126"]},{"id":"https://openalex.org/I4405258658","display_name":"Universit\u00e9 Blaise Pascal","ror":"https://ror.org/0119hgk08","country_code":"FR","type":"education","lineage":["https://openalex.org/I198244214","https://openalex.org/I4405258658"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"M. Bogard","raw_affiliation_strings":["INRA, UMR 1095 G\u00e9n\u00e9tique, Diversit\u00e9 et Ecophysiologie des C\u00e9r\u00e9ales, 5 chemin de Beaulieu, F-63039 Clermont-Ferrand, France Universit\u00e9 Blaise Pascal, UMR 1095 G\u00e9n\u00e9tique, Diversit\u00e9 et Ecophysiologie des C\u00e9r\u00e9ales, F-63177 Aubi\u00e8re Cedex, France","INRA, UMR 1095 G\u00e9n\u00e9tique, Diversit\u00e9 et Ecophysiologie des C\u00e9r\u00e9ales , 5 chemin de Beaulieu, F-63039 Clermont-Ferrand , France","Universit\u00e9 Blaise Pascal, UMR 1095 G\u00e9n\u00e9tique, Diversit\u00e9 et Ecophysiologie des C\u00e9r\u00e9ales , F-63177 Aubi\u00e8re Cedex , France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"INRA, UMR 1095 G\u00e9n\u00e9tique, Diversit\u00e9 et Ecophysiologie des C\u00e9r\u00e9ales, 5 chemin de Beaulieu, F-63039 Clermont-Ferrand, France Universit\u00e9 Blaise Pascal, UMR 1095 G\u00e9n\u00e9tique, Diversit\u00e9 et Ecophysiologie des C\u00e9r\u00e9ales, F-63177 Aubi\u00e8re Cedex, France","institution_ids":["https://openalex.org/I4210138126","https://openalex.org/I4405258658"]},{"raw_affiliation_string":"INRA, UMR 1095 G\u00e9n\u00e9tique, Diversit\u00e9 et Ecophysiologie des C\u00e9r\u00e9ales , 5 chemin de Beaulieu, F-63039 Clermont-Ferrand , France","institution_ids":["https://openalex.org/I4210138126"]},{"raw_affiliation_string":"Universit\u00e9 Blaise Pascal, UMR 1095 G\u00e9n\u00e9tique, Diversit\u00e9 et Ecophysiologie des C\u00e9r\u00e9ales , F-63177 Aubi\u00e8re Cedex , France","institution_ids":["https://openalex.org/I4210138126","https://openalex.org/I4405258658"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5042603149","display_name":"Catherine Ravel","orcid":"https://orcid.org/0000-0003-2528-4532","observed_orcids":["https://orcid.org/0000-0003-2528-4532"]},"institutions":[{"id":"https://openalex.org/I4210138126","display_name":"G\u00e9n\u00e9tique, Diversit\u00e9, \u00c9cophysiologie des C\u00e9r\u00e9ales","ror":"https://ror.org/04397qy32","country_code":"FR","type":"facility","lineage":["https://openalex.org/I198244214","https://openalex.org/I4210088668","https://openalex.org/I4210138126"]},{"id":"https://openalex.org/I4405258658","display_name":"Universit\u00e9 Blaise Pascal","ror":"https://ror.org/0119hgk08","country_code":"FR","type":"education","lineage":["https://openalex.org/I198244214","https://openalex.org/I4405258658"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"C. Ravel","raw_affiliation_strings":["INRA, UMR 1095 G\u00e9n\u00e9tique, Diversit\u00e9 et Ecophysiologie des C\u00e9r\u00e9ales, 5 chemin de Beaulieu, F-63039 Clermont-Ferrand, France Universit\u00e9 Blaise Pascal, UMR 1095 G\u00e9n\u00e9tique, Diversit\u00e9 et Ecophysiologie des C\u00e9r\u00e9ales, F-63177 Aubi\u00e8re Cedex, France","INRA, UMR 1095 G\u00e9n\u00e9tique, Diversit\u00e9 et Ecophysiologie des C\u00e9r\u00e9ales , 5 chemin de Beaulieu, F-63039 Clermont-Ferrand , France","Universit\u00e9 Blaise Pascal, UMR 1095 G\u00e9n\u00e9tique, Diversit\u00e9 et Ecophysiologie des C\u00e9r\u00e9ales , F-63177 Aubi\u00e8re Cedex , France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"INRA, UMR 1095 G\u00e9n\u00e9tique, Diversit\u00e9 et Ecophysiologie des C\u00e9r\u00e9ales, 5 chemin de Beaulieu, F-63039 Clermont-Ferrand, France Universit\u00e9 Blaise Pascal, UMR 1095 G\u00e9n\u00e9tique, Diversit\u00e9 et Ecophysiologie des C\u00e9r\u00e9ales, F-63177 Aubi\u00e8re Cedex, France","institution_ids":["https://openalex.org/I4210138126","https://openalex.org/I4405258658"]},{"raw_affiliation_string":"INRA, UMR 1095 G\u00e9n\u00e9tique, Diversit\u00e9 et Ecophysiologie des C\u00e9r\u00e9ales , 5 chemin de Beaulieu, F-63039 Clermont-Ferrand , France","institution_ids":["https://openalex.org/I4210138126"]},{"raw_affiliation_string":"Universit\u00e9 Blaise Pascal, UMR 1095 G\u00e9n\u00e9tique, Diversit\u00e9 et Ecophysiologie des C\u00e9r\u00e9ales , F-63177 Aubi\u00e8re Cedex , France","institution_ids":["https://openalex.org/I4210138126","https://openalex.org/I4405258658"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5002016336","display_name":"Etienne Paux","orcid":"https://orcid.org/0000-0002-3094-7129","observed_orcids":["https://orcid.org/0000-0002-3094-7129"]},"institutions":[{"id":"https://openalex.org/I4210138126","display_name":"G\u00e9n\u00e9tique, Diversit\u00e9, \u00c9cophysiologie des C\u00e9r\u00e9ales","ror":"https://ror.org/04397qy32","country_code":"FR","type":"facility","lineage":["https://openalex.org/I198244214","https://openalex.org/I4210088668","https://openalex.org/I4210138126"]},{"id":"https://openalex.org/I4405258658","display_name":"Universit\u00e9 Blaise Pascal","ror":"https://ror.org/0119hgk08","country_code":"FR","type":"education","lineage":["https://openalex.org/I198244214","https://openalex.org/I4405258658"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"E. Paux","raw_affiliation_strings":["INRA, UMR 1095 G\u00e9n\u00e9tique, Diversit\u00e9 et Ecophysiologie des C\u00e9r\u00e9ales, 5 chemin de Beaulieu, F-63039 Clermont-Ferrand, France Universit\u00e9 Blaise Pascal, UMR 1095 G\u00e9n\u00e9tique, Diversit\u00e9 et Ecophysiologie des C\u00e9r\u00e9ales, F-63177 Aubi\u00e8re Cedex, France","INRA, UMR 1095 G\u00e9n\u00e9tique, Diversit\u00e9 et Ecophysiologie des C\u00e9r\u00e9ales , 5 chemin de Beaulieu, F-63039 Clermont-Ferrand , France","Universit\u00e9 Blaise Pascal, UMR 1095 G\u00e9n\u00e9tique, Diversit\u00e9 et Ecophysiologie des C\u00e9r\u00e9ales , F-63177 Aubi\u00e8re Cedex , France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"INRA, UMR 1095 G\u00e9n\u00e9tique, Diversit\u00e9 et Ecophysiologie des C\u00e9r\u00e9ales, 5 chemin de Beaulieu, F-63039 Clermont-Ferrand, France Universit\u00e9 Blaise Pascal, UMR 1095 G\u00e9n\u00e9tique, Diversit\u00e9 et Ecophysiologie des C\u00e9r\u00e9ales, F-63177 Aubi\u00e8re Cedex, France","institution_ids":["https://openalex.org/I4210138126","https://openalex.org/I4405258658"]},{"raw_affiliation_string":"INRA, UMR 1095 G\u00e9n\u00e9tique, Diversit\u00e9 et Ecophysiologie des C\u00e9r\u00e9ales , 5 chemin de Beaulieu, F-63039 Clermont-Ferrand , France","institution_ids":["https://openalex.org/I4210138126"]},{"raw_affiliation_string":"Universit\u00e9 Blaise Pascal, UMR 1095 G\u00e9n\u00e9tique, Diversit\u00e9 et Ecophysiologie des C\u00e9r\u00e9ales , F-63177 Aubi\u00e8re Cedex , France","institution_ids":["https://openalex.org/I4210138126","https://openalex.org/I4405258658"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5070258509","display_name":"Jacques Bordes","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I4210138126","display_name":"G\u00e9n\u00e9tique, Diversit\u00e9, \u00c9cophysiologie des C\u00e9r\u00e9ales","ror":"https://ror.org/04397qy32","country_code":"FR","type":"facility","lineage":["https://openalex.org/I198244214","https://openalex.org/I4210088668","https://openalex.org/I4210138126"]},{"id":"https://openalex.org/I4405258658","display_name":"Universit\u00e9 Blaise Pascal","ror":"https://ror.org/0119hgk08","country_code":"FR","type":"education","lineage":["https://openalex.org/I198244214","https://openalex.org/I4405258658"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"J. Bordes","raw_affiliation_strings":["INRA, UMR 1095 G\u00e9n\u00e9tique, Diversit\u00e9 et Ecophysiologie des C\u00e9r\u00e9ales, 5 chemin de Beaulieu, F-63039 Clermont-Ferrand, France Universit\u00e9 Blaise Pascal, UMR 1095 G\u00e9n\u00e9tique, Diversit\u00e9 et Ecophysiologie des C\u00e9r\u00e9ales, F-63177 Aubi\u00e8re Cedex, France","INRA, UMR 1095 G\u00e9n\u00e9tique, Diversit\u00e9 et Ecophysiologie des C\u00e9r\u00e9ales , 5 chemin de Beaulieu, F-63039 Clermont-Ferrand , France","Universit\u00e9 Blaise Pascal, UMR 1095 G\u00e9n\u00e9tique, Diversit\u00e9 et Ecophysiologie des C\u00e9r\u00e9ales , F-63177 Aubi\u00e8re Cedex , France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"INRA, UMR 1095 G\u00e9n\u00e9tique, Diversit\u00e9 et Ecophysiologie des C\u00e9r\u00e9ales, 5 chemin de Beaulieu, F-63039 Clermont-Ferrand, France Universit\u00e9 Blaise Pascal, UMR 1095 G\u00e9n\u00e9tique, Diversit\u00e9 et Ecophysiologie des C\u00e9r\u00e9ales, F-63177 Aubi\u00e8re Cedex, France","institution_ids":["https://openalex.org/I4210138126","https://openalex.org/I4405258658"]},{"raw_affiliation_string":"INRA, UMR 1095 G\u00e9n\u00e9tique, Diversit\u00e9 et Ecophysiologie des C\u00e9r\u00e9ales , 5 chemin de Beaulieu, F-63039 Clermont-Ferrand , France","institution_ids":["https://openalex.org/I4210138126"]},{"raw_affiliation_string":"Universit\u00e9 Blaise Pascal, UMR 1095 G\u00e9n\u00e9tique, Diversit\u00e9 et Ecophysiologie des C\u00e9r\u00e9ales , F-63177 Aubi\u00e8re Cedex , France","institution_ids":["https://openalex.org/I4210138126","https://openalex.org/I4405258658"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5046393323","display_name":"Fran\u00e7ois Balfourier","orcid":"https://orcid.org/0000-0002-7542-8701","observed_orcids":["https://orcid.org/0000-0002-7542-8701"]},"institutions":[{"id":"https://openalex.org/I4210138126","display_name":"G\u00e9n\u00e9tique, Diversit\u00e9, \u00c9cophysiologie des C\u00e9r\u00e9ales","ror":"https://ror.org/04397qy32","country_code":"FR","type":"facility","lineage":["https://openalex.org/I198244214","https://openalex.org/I4210088668","https://openalex.org/I4210138126"]},{"id":"https://openalex.org/I4405258658","display_name":"Universit\u00e9 Blaise Pascal","ror":"https://ror.org/0119hgk08","country_code":"FR","type":"education","lineage":["https://openalex.org/I198244214","https://openalex.org/I4405258658"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"F. Balfourier","raw_affiliation_strings":["INRA, UMR 1095 G\u00e9n\u00e9tique, Diversit\u00e9 et Ecophysiologie des C\u00e9r\u00e9ales, 5 chemin de Beaulieu, F-63039 Clermont-Ferrand, France Universit\u00e9 Blaise Pascal, UMR 1095 G\u00e9n\u00e9tique, Diversit\u00e9 et Ecophysiologie des C\u00e9r\u00e9ales, F-63177 Aubi\u00e8re Cedex, France","INRA, UMR 1095 G\u00e9n\u00e9tique, Diversit\u00e9 et Ecophysiologie des C\u00e9r\u00e9ales , 5 chemin de Beaulieu, F-63039 Clermont-Ferrand , France","Universit\u00e9 Blaise Pascal, UMR 1095 G\u00e9n\u00e9tique, Diversit\u00e9 et Ecophysiologie des C\u00e9r\u00e9ales , F-63177 Aubi\u00e8re Cedex , France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"INRA, UMR 1095 G\u00e9n\u00e9tique, Diversit\u00e9 et Ecophysiologie des C\u00e9r\u00e9ales, 5 chemin de Beaulieu, F-63039 Clermont-Ferrand, France Universit\u00e9 Blaise Pascal, UMR 1095 G\u00e9n\u00e9tique, Diversit\u00e9 et Ecophysiologie des C\u00e9r\u00e9ales, F-63177 Aubi\u00e8re Cedex, France","institution_ids":["https://openalex.org/I4210138126","https://openalex.org/I4405258658"]},{"raw_affiliation_string":"INRA, UMR 1095 G\u00e9n\u00e9tique, Diversit\u00e9 et Ecophysiologie des C\u00e9r\u00e9ales , 5 chemin de Beaulieu, F-63039 Clermont-Ferrand , France","institution_ids":["https://openalex.org/I4210138126"]},{"raw_affiliation_string":"Universit\u00e9 Blaise Pascal, UMR 1095 G\u00e9n\u00e9tique, Diversit\u00e9 et Ecophysiologie des C\u00e9r\u00e9ales , F-63177 Aubi\u00e8re Cedex , France","institution_ids":["https://openalex.org/I4210138126","https://openalex.org/I4405258658"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5003308080","display_name":"Scott Cameron Chapman","orcid":"https://orcid.org/0000-0003-4732-8452","observed_orcids":["https://orcid.org/0000-0003-4732-8452","https://orcid.org/0000-0002-1594-1554"]},"institutions":[{"id":"https://openalex.org/I1292875679","display_name":"Commonwealth Scientific and Industrial Research Organisation","ror":"https://ror.org/03qn8fb07","country_code":"AU","type":"government","lineage":["https://openalex.org/I1292875679","https://openalex.org/I2801453606","https://openalex.org/I4387156119"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"S. C. Chapman","raw_affiliation_strings":["CSIRO, Queensland Bioscience Precinct - St Lucia, 306 Carmody Road, St Lucia QLD 4067, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"CSIRO, Queensland Bioscience Precinct - St Lucia, 306 Carmody Road, St Lucia QLD 4067, Australia","institution_ids":["https://openalex.org/I1292875679"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5039626957","display_name":"Jacques Le Gouis","orcid":"https://orcid.org/0000-0001-5726-4902","observed_orcids":["https://orcid.org/0000-0001-5726-4902"]},"institutions":[{"id":"https://openalex.org/I4210138126","display_name":"G\u00e9n\u00e9tique, Diversit\u00e9, \u00c9cophysiologie des C\u00e9r\u00e9ales","ror":"https://ror.org/04397qy32","country_code":"FR","type":"facility","lineage":["https://openalex.org/I198244214","https://openalex.org/I4210088668","https://openalex.org/I4210138126"]},{"id":"https://openalex.org/I4405258658","display_name":"Universit\u00e9 Blaise Pascal","ror":"https://ror.org/0119hgk08","country_code":"FR","type":"education","lineage":["https://openalex.org/I198244214","https://openalex.org/I4405258658"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"J. Le Gouis","raw_affiliation_strings":["INRA, UMR 1095 G\u00e9n\u00e9tique, Diversit\u00e9 et Ecophysiologie des C\u00e9r\u00e9ales, 5 chemin de Beaulieu, F-63039 Clermont-Ferrand, France Universit\u00e9 Blaise Pascal, UMR 1095 G\u00e9n\u00e9tique, Diversit\u00e9 et Ecophysiologie des C\u00e9r\u00e9ales, F-63177 Aubi\u00e8re Cedex, France","INRA, UMR 1095 G\u00e9n\u00e9tique, Diversit\u00e9 et Ecophysiologie des C\u00e9r\u00e9ales , 5 chemin de Beaulieu, F-63039 Clermont-Ferrand , France","Universit\u00e9 Blaise Pascal, UMR 1095 G\u00e9n\u00e9tique, Diversit\u00e9 et Ecophysiologie des C\u00e9r\u00e9ales , F-63177 Aubi\u00e8re Cedex , France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"INRA, UMR 1095 G\u00e9n\u00e9tique, Diversit\u00e9 et Ecophysiologie des C\u00e9r\u00e9ales, 5 chemin de Beaulieu, F-63039 Clermont-Ferrand, France Universit\u00e9 Blaise Pascal, UMR 1095 G\u00e9n\u00e9tique, Diversit\u00e9 et Ecophysiologie des C\u00e9r\u00e9ales, F-63177 Aubi\u00e8re Cedex, France","institution_ids":["https://openalex.org/I4210138126","https://openalex.org/I4405258658"]},{"raw_affiliation_string":"INRA, UMR 1095 G\u00e9n\u00e9tique, Diversit\u00e9 et Ecophysiologie des C\u00e9r\u00e9ales , 5 chemin de Beaulieu, F-63039 Clermont-Ferrand , France","institution_ids":["https://openalex.org/I4210138126"]},{"raw_affiliation_string":"Universit\u00e9 Blaise Pascal, UMR 1095 G\u00e9n\u00e9tique, Diversit\u00e9 et Ecophysiologie des C\u00e9r\u00e9ales , F-63177 Aubi\u00e8re Cedex , France","institution_ids":["https://openalex.org/I4210138126","https://openalex.org/I4405258658"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5068998815","display_name":"Vincent Allard","orcid":"https://orcid.org/0000-0003-1949-9158","observed_orcids":["https://orcid.org/0000-0003-1949-9158"]},"institutions":[{"id":"https://openalex.org/I4210138126","display_name":"G\u00e9n\u00e9tique, Diversit\u00e9, \u00c9cophysiologie des C\u00e9r\u00e9ales","ror":"https://ror.org/04397qy32","country_code":"FR","type":"facility","lineage":["https://openalex.org/I198244214","https://openalex.org/I4210088668","https://openalex.org/I4210138126"]},{"id":"https://openalex.org/I4405258658","display_name":"Universit\u00e9 Blaise Pascal","ror":"https://ror.org/0119hgk08","country_code":"FR","type":"education","lineage":["https://openalex.org/I198244214","https://openalex.org/I4405258658"]}],"countries":["FR"],"is_corresponding":true,"raw_author_name":"V. Allard","raw_affiliation_strings":["INRA, UMR 1095 G\u00e9n\u00e9tique, Diversit\u00e9 et Ecophysiologie des C\u00e9r\u00e9ales, 5 chemin de Beaulieu, F-63039 Clermont-Ferrand, France Universit\u00e9 Blaise Pascal, UMR 1095 G\u00e9n\u00e9tique, Diversit\u00e9 et Ecophysiologie des C\u00e9r\u00e9ales, F-63177 Aubi\u00e8re Cedex, France vincent.allard@clermont.inra.fr","INRA, UMR 1095 G\u00e9n\u00e9tique, Diversit\u00e9 et Ecophysiologie des C\u00e9r\u00e9ales , 5 chemin de Beaulieu, F-63039 Clermont-Ferrand , France","Universit\u00e9 Blaise Pascal, UMR 1095 G\u00e9n\u00e9tique, Diversit\u00e9 et Ecophysiologie des C\u00e9r\u00e9ales , F-63177 Aubi\u00e8re Cedex , France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"INRA, UMR 1095 G\u00e9n\u00e9tique, Diversit\u00e9 et Ecophysiologie des C\u00e9r\u00e9ales, 5 chemin de Beaulieu, F-63039 Clermont-Ferrand, France Universit\u00e9 Blaise Pascal, UMR 1095 G\u00e9n\u00e9tique, Diversit\u00e9 et Ecophysiologie des C\u00e9r\u00e9ales, F-63177 Aubi\u00e8re Cedex, France vincent.allard@clermont.inra.fr","institution_ids":["https://openalex.org/I4210138126","https://openalex.org/I4405258658"]},{"raw_affiliation_string":"INRA, UMR 1095 G\u00e9n\u00e9tique, Diversit\u00e9 et Ecophysiologie des C\u00e9r\u00e9ales , 5 chemin de Beaulieu, F-63039 Clermont-Ferrand , France","institution_ids":["https://openalex.org/I4210138126"]},{"raw_affiliation_string":"Universit\u00e9 Blaise Pascal, UMR 1095 G\u00e9n\u00e9tique, Diversit\u00e9 et Ecophysiologie des C\u00e9r\u00e9ales , F-63177 Aubi\u00e8re Cedex , France","institution_ids":["https://openalex.org/I4210138126","https://openalex.org/I4405258658"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5068998815"],"corresponding_institution_ids":["https://openalex.org/I4210138126","https://openalex.org/I4405258658"],"apc_list":{"value":3292,"currency":"GBP","value_usd":4341},"apc_paid":{"value":3292,"currency":"GBP","value_usd":4341},"fwci":12.6103,"has_fulltext":true,"cited_by_count":90,"citation_normalized_percentile":{"value":0.99022859,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":88,"max":100},"biblio":{"volume":"65","issue":"20","first_page":"5849","last_page":"5865"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10733","display_name":"Wheat and Barley Genetics and Pathology","score":0.9976000189781189,"subfield":{"id":"https://openalex.org/subfields/1110","display_name":"Plant Science"},"field":{"id":"https://openalex.org/fields/11","display_name":"Agricultural and Biological Sciences"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},"topics":[{"id":"https://openalex.org/T10733","display_name":"Wheat and Barley Genetics and Pathology","score":0.9976000189781189,"subfield":{"id":"https://openalex.org/subfields/1110","display_name":"Plant Science"},"field":{"id":"https://openalex.org/fields/11","display_name":"Agricultural and Biological Sciences"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T11229","display_name":"Genetics and Plant Breeding","score":0.0010999999940395355,"subfield":{"id":"https://openalex.org/subfields/1110","display_name":"Plant Science"},"field":{"id":"https://openalex.org/fields/11","display_name":"Agricultural and Biological Sciences"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T11468","display_name":"Genetic Mapping and Diversity in Plants and Animals","score":0.0006000000284984708,"subfield":{"id":"https://openalex.org/subfields/1311","display_name":"Genetics"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/phenology-prediction","display_name":"phenology prediction","score":0.7129999995231628},{"id":"https://openalex.org/keywords/ecophysiological-model","display_name":"ecophysiological model","score":0.9459999799728394},{"id":"https://openalex.org/keywords/vernalization-requirement","display_name":"vernalization requirement","score":0.9150000214576721},{"id":"https://openalex.org/keywords/photoperiod-sensitivity","display_name":"photoperiod sensitivity","score":0.9860000014305115},{"id":"https://openalex.org/keywords/genetic-markers","display_name":"genetic markers","score":0.7129999995231628},{"id":"https://openalex.org/keywords/wheat","display_name":"wheat","score":0.6320000290870667}],"concepts":[{"id":"https://openalex.org/C51417038","wikidata":"https://www.wikidata.org/wiki/Q272737","display_name":"Phenology","level":2,"score":0.7396430373191833},{"id":"https://openalex.org/C7259398","wikidata":"https://www.wikidata.org/wiki/Q654799","display_name":"Vernalization","level":3,"score":0.736849308013916},{"id":"https://openalex.org/C81941488","wikidata":"https://www.wikidata.org/wiki/Q853421","display_name":"Quantitative trait locus","level":3,"score":0.7268690466880798},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.6730829477310181},{"id":"https://openalex.org/C2776937971","wikidata":"https://www.wikidata.org/wiki/Q4384217","display_name":"Heading (navigation)","level":2,"score":0.6313040256500244},{"id":"https://openalex.org/C168741863","wikidata":"https://www.wikidata.org/wiki/Q777671","display_name":"Sowing","level":2,"score":0.4988713264465332},{"id":"https://openalex.org/C197321923","wikidata":"https://www.wikidata.org/wiki/Q4886","display_name":"Cultivar","level":2,"score":0.47736215591430664},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.43172410130500793},{"id":"https://openalex.org/C6557445","wikidata":"https://www.wikidata.org/wiki/Q173113","display_name":"Agronomy","level":1,"score":0.39603784680366516},{"id":"https://openalex.org/C55969652","wikidata":"https://www.wikidata.org/wiki/Q259028","display_name":"photoperiodism","level":2,"score":0.29488301277160645},{"id":"https://openalex.org/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","level":1,"score":0.1968601644039154},{"id":"https://openalex.org/C54355233","wikidata":"https://www.wikidata.org/wiki/Q7162","display_name":"Genetics","level":1,"score":0.17166462540626526},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.12671828269958496},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.07642361521720886},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.06591486930847168},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.0},{"id":"https://openalex.org/C13280743","wikidata":"https://www.wikidata.org/wiki/Q131089","display_name":"Geodesy","level":1,"score":0.0}],"mesh":[{"descriptor_ui":"D000222","descriptor_name":"Adaptation, Physiological","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D001947","descriptor_name":"Breeding","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D004777","descriptor_name":"Environment","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005838","descriptor_name":"Genotype","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008954","descriptor_name":"Models, Biological","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D010641","descriptor_name":"Phenotype","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D013997","descriptor_name":"Time Factors","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D014908","descriptor_name":"Triticum","qualifier_ui":"Q000235","qualifier_name":"genetics","is_major_topic":true},{"descriptor_ui":"D014908","descriptor_name":"Triticum","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false},{"descriptor_ui":"D014908","descriptor_name":"Triticum","qualifier_ui":"Q000528","qualifier_name":"radiation effects","is_major_topic":false},{"descriptor_ui":"D017440","descriptor_name":"Photoperiod","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D018745","descriptor_name":"Genome, Plant","qualifier_ui":"Q000235","qualifier_name":"genetics","is_major_topic":true},{"descriptor_ui":"D035264","descriptor_name":"Flowers","qualifier_ui":"Q000235","qualifier_name":"genetics","is_major_topic":true},{"descriptor_ui":"D035264","descriptor_name":"Flowers","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false},{"descriptor_ui":"D035264","descriptor_name":"Flowers","qualifier_ui":"Q000528","qualifier_name":"radiation effects","is_major_topic":false},{"descriptor_ui":"D040641","descriptor_name":"Quantitative Trait Loci","qualifier_ui":"Q000235","qualifier_name":"genetics","is_major_topic":true}],"locations_count":5,"locations":[{"id":"doi:10.1093/jxb/eru328","doi":"https://doi.org/10.1093/jxb/eru328","is_oa":true,"landing_page_url":"https://doi.org/10.1093/jxb/eru328","pdf_url":"https://academic.oup.com/jxb/article-pdf/65/20/5849/17133130/eru328.pdf","source":{"id":"https://openalex.org/S32610980","display_name":"Journal of Experimental Botany","issn_l":"0022-0957","issn":["0022-0957","1460-2431"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-scientific","cwts-core","dongbi-b","jufo-2","ki-jl-2","medline","norway-2","poland-140","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310311648","host_organization_name":"Oxford University Press","host_organization_lineage":["https://openalex.org/P4310311648","https://openalex.org/P4310311647"],"host_organization_lineage_names":["Oxford University Press","University of Oxford"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Experimental Botany","raw_type":"journal-article"},{"id":"pmh:oai:pubmedcentral.nih.gov:4203124","doi":null,"is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/4203124","pdf_url":null,"source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"J Exp Bot","raw_type":"Text"},{"id":"pmid:25148833","doi":null,"is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/25148833","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of experimental botany","raw_type":"Journal Article"},{"id":"pmh:oai:HAL:hal-02632186v1","doi":null,"is_oa":true,"landing_page_url":"https://hal.inrae.fr/hal-02632186","pdf_url":"https://hal.inrae.fr/hal-02632186v1/file/Bogard%20et%20al_2014.pdf","source":{"id":"https://openalex.org/S4306402512","display_name":"HAL","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I4405252976","host_organization_name":"Centre pour la Communication Scientifique Directe","host_organization_lineage":["https://openalex.org/I4405252976"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://jxb.oxfordjournals.org/content/65/20/5849","raw_type":"info:eu-repo/semantics/article"},{"id":"pmh:oai:open-archive.highwire.org:jexbot:65/20/5849","doi":null,"is_oa":false,"landing_page_url":"http://jxb.oxfordjournals.org/cgi/content/short/65/20/5849","pdf_url":null,"source":{"id":"https://openalex.org/S4406923041","display_name":"HighWire Press Open Archive","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"TEXT"}],"best_oa_location":{"id":"doi:10.1093/jxb/eru328","doi":"https://doi.org/10.1093/jxb/eru328","is_oa":true,"landing_page_url":"https://doi.org/10.1093/jxb/eru328","pdf_url":"https://academic.oup.com/jxb/article-pdf/65/20/5849/17133130/eru328.pdf","source":{"id":"https://openalex.org/S32610980","display_name":"Journal of Experimental Botany","issn_l":"0022-0957","issn":["0022-0957","1460-2431"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-scientific","cwts-core","dongbi-b","jufo-2","ki-jl-2","medline","norway-2","poland-140","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310311648","host_organization_name":"Oxford University Press","host_organization_lineage":["https://openalex.org/P4310311648","https://openalex.org/P4310311647"],"host_organization_lineage_names":["Oxford University Press","University of Oxford"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Experimental Botany","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/2","display_name":"Zero hunger","score":0.958299994468689}],"study_designs":[],"awards":[{"id":"https://openalex.org/G4789502283","display_name":null,"funder_award_id":"UMR 1095","funder_id":"https://openalex.org/F4320323910","funder_display_name":"Institut National de la Recherche Agronomique"}],"funders":[{"id":"https://openalex.org/F4320320883","display_name":"Agence Nationale de la Recherche","ror":"https://ror.org/00rbzpz17"},{"id":"https://openalex.org/F4320323910","display_name":"Institut National de la Recherche Agronomique","ror":"https://ror.org/01x3gbx83"},{"id":"https://openalex.org/F4320338366","display_name":"FP7 Food, Agriculture and Fisheries, Biotechnology","ror":null}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2167486287.pdf","grobid_xml":"https://content.openalex.org/works/W2167486287.grobid-xml"},"referenced_works_count":93,"referenced_works":["https://openalex.org/W643720569","https://openalex.org/W1483689959","https://openalex.org/W1486943472","https://openalex.org/W1558961406","https://openalex.org/W1727788827","https://openalex.org/W1880339304","https://openalex.org/W1924900694","https://openalex.org/W1952019768","https://openalex.org/W1969740852","https://openalex.org/W1971192644","https://openalex.org/W1972516308","https://openalex.org/W1973741574","https://openalex.org/W1978131419","https://openalex.org/W1978485220","https://openalex.org/W1980094383","https://openalex.org/W1980343728","https://openalex.org/W1984439052","https://openalex.org/W1985024896","https://openalex.org/W1987997309","https://openalex.org/W1992158883","https://openalex.org/W1993626407","https://openalex.org/W1994347466","https://openalex.org/W1996725841","https://openalex.org/W2009072918","https://openalex.org/W2018829893","https://openalex.org/W2024461547","https://openalex.org/W2027699912","https://openalex.org/W2032311616","https://openalex.org/W2036123899","https://openalex.org/W2036667587","https://openalex.org/W2042310294","https://openalex.org/W2045296799","https://openalex.org/W2051147812","https://openalex.org/W2051520871","https://openalex.org/W2052368250","https://openalex.org/W2059810041","https://openalex.org/W2060608094","https://openalex.org/W2061489135","https://openalex.org/W2061499653","https://openalex.org/W2063292777","https://openalex.org/W2063431289","https://openalex.org/W2064186732","https://openalex.org/W2064534495","https://openalex.org/W2068557772","https://openalex.org/W2069412969","https://openalex.org/W2070874817","https://openalex.org/W2080109397","https://openalex.org/W2080153049","https://openalex.org/W2080608406","https://openalex.org/W2083426970","https://openalex.org/W2083726709","https://openalex.org/W2086307843","https://openalex.org/W2086710305","https://openalex.org/W2087029696","https://openalex.org/W2090344978","https://openalex.org/W2091746946","https://openalex.org/W2093165970","https://openalex.org/W2093182911","https://openalex.org/W2098857297","https://openalex.org/W2106055990","https://openalex.org/W2108939368","https://openalex.org/W2110035718","https://openalex.org/W2113951047","https://openalex.org/W2114089464","https://openalex.org/W2114185778","https://openalex.org/W2120239478","https://openalex.org/W2120648921","https://openalex.org/W2124272895","https://openalex.org/W2125066647","https://openalex.org/W2125495180","https://openalex.org/W2132594668","https://openalex.org/W2132806222","https://openalex.org/W2133468847","https://openalex.org/W2134378975","https://openalex.org/W2134835228","https://openalex.org/W2138789064","https://openalex.org/W2141663864","https://openalex.org/W2142009613","https://openalex.org/W2142755750","https://openalex.org/W2144351682","https://openalex.org/W2144516904","https://openalex.org/W2148634166","https://openalex.org/W2150035466","https://openalex.org/W2153780680","https://openalex.org/W2155097508","https://openalex.org/W2156679949","https://openalex.org/W2158656445","https://openalex.org/W2165930539","https://openalex.org/W2482362789","https://openalex.org/W2484740674","https://openalex.org/W2582743722","https://openalex.org/W4246970663","https://openalex.org/W4285719527"],"related_works":["https://openalex.org/W4407256161","https://openalex.org/W2517423659","https://openalex.org/W3004416218","https://openalex.org/W4320477531","https://openalex.org/W1985956950","https://openalex.org/W2120648921","https://openalex.org/W2113951047","https://openalex.org/W3001060455","https://openalex.org/W3213694437","https://openalex.org/W1483689959"],"abstract_inverted_index":{"Prediction":[0],"of":[1,7,107,161,164,181,202,204,213],"wheat":[2,101,242],"phenology":[3],"facilitates":[4],"the":[5,29,34,60,72,162,214],"selection":[6],"cultivars":[8],"with":[9,85,149,196],"specific":[10],"adaptations":[11],"to":[12,33,55,66,95,177,206,211,233],"a":[13,90,197],"particular":[14],"environment.":[15],"However,":[16],"while":[17,40],"QTL":[18],"analysis":[19],"for":[20,127,157,216,229,241],"heading":[21,97,179,217],"date":[22,98,137,180,194],"can":[23],"identify":[24],"major":[25],"genes":[26],"controlling":[27],"phenology,":[28],"results":[30],"are":[31,63],"limited":[32],"environments":[35],"and":[36,70,113,121,146,151,159,171,232],"genotypes":[37,129,188],"tested.":[38],"Moreover,":[39],"ecophysiological":[41,109],"models":[42,142],"allow":[43],"accurate":[44],"predictions":[45],"in":[46,99,131,189,223,236],"new":[47],"environments,":[48],"they":[49],"may":[50,226],"require":[51],"substantial":[52],"phenotypic":[53],"data":[54,185],"parameterize":[56],"each":[57],"genotype.":[58],"Also,":[59],"model":[61,92,110,221],"parameters":[62,106],"rarely":[64],"related":[65],"all":[67,71],"underlying":[68],"genes,":[69],"possible":[73],"allelic":[74],"combinations":[75],"that":[76],"could":[77],"be":[78,83,227],"obtained":[79],"by":[80],"breeding":[81],"cannot":[82],"tested":[84],"models.":[86],"In":[87],"this":[88,224],"study,":[89],"QTL-based":[91,168,220],"is":[93],"proposed":[94,222],"predict":[96,178],"bread":[100],"(Triticum":[102],"aestivum":[103],"L.).":[104],"Two":[105],"an":[108,182],"(V":[111],"sat":[112,145,170],"P":[114,147,172],"base":[115,148,173],",":[116],"representing":[117],"genotype":[118],"vernalization":[119],"requirements":[120],"photoperiod":[122],"sensitivity,":[123],"respectively)":[124],"were":[125,175],"optimized":[126],"210":[128],"grown":[130],"10":[132],"contrasting":[133],"location":[134,191],"\u00d7":[135,192],"sowing":[136,193],"combinations.":[138],"Multiple":[139],"linear":[140],"regression":[141],"predicting":[143],"V":[144,169],"11":[150],"12":[152],"associated":[153],"genetic":[154],"markers":[155],"accounted":[156],"71":[158],"68%":[160],"variance":[163],"these":[165],"parameters,":[166],"respectively.":[167],"estimates":[174],"able":[176],"independent":[183],"validation":[184],"set":[186],"(88":[187],"six":[190],"combinations)":[195],"root":[198],"mean":[199],"square":[200],"error":[201],"prediction":[203],"5":[205],"8.6":[207],"days,":[208],"explaining":[209],"48":[210],"63%":[212],"variation":[215],"date.":[218],"The":[219],"study":[225],"used":[228],"agronomic":[230],"purposes":[231],"assist":[234],"breeders":[235],"suggesting":[237],"locally":[238],"adapted":[239],"ideotypes":[240],"phenology.":[243]},"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":6},{"year":2023,"cited_by_count":5},{"year":2022,"cited_by_count":9},{"year":2021,"cited_by_count":9},{"year":2020,"cited_by_count":8},{"year":2019,"cited_by_count":5},{"year":2018,"cited_by_count":8},{"year":2017,"cited_by_count":3},{"year":2016,"cited_by_count":19},{"year":2015,"cited_by_count":11},{"year":2014,"cited_by_count":1}],"updated_date":"2026-11-07T11:25:07.637180","created_date":"2016-06-24T00:00:00"}
