{"id":"https://openalex.org/W3000749006","doi":"https://doi.org/10.1038/s41437-019-0290-3","title":"Genomic prediction for hastening and improving efficiency of forward selection in conifer polycross mating designs: an example from white spruce","display_name":"Genomic prediction for hastening and improving efficiency of forward selection in conifer polycross mating designs: an example from white spruce","publication_year":2020,"publication_date":"2020-01-22","ids":{"openalex":"https://openalex.org/W3000749006","doi":"https://doi.org/10.1038/s41437-019-0290-3","mag":"3000749006","pmid":"https://pubmed.ncbi.nlm.nih.gov/31969718","pmcid":"https://www.ncbi.nlm.nih.gov/pmc/articles/7080810"},"language":"en","primary_location":{"id":"doi:10.1038/s41437-019-0290-3","doi":"https://doi.org/10.1038/s41437-019-0290-3","is_oa":true,"landing_page_url":"https://doi.org/10.1038/s41437-019-0290-3","pdf_url":"https://www.nature.com/articles/s41437-019-0290-3.pdf","source":{"id":"https://openalex.org/S99462834","display_name":"Heredity","issn_l":"0018-067X","issn":["0018-067X","1365-2540"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","dongbi-d","doyens","jufo-2","ki-jl-1","medline","norway-1","poland-140","russia-white-list-2","vabb-shw"],"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Heredity","raw_type":"journal-article"},"volume":null,"type":"article","indexed_in":["crossref","datacite","pubmed"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://www.nature.com/articles/s41437-019-0290-3.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5064808964","display_name":"Patrick R. N. Lenz","orcid":"https://orcid.org/0000-0002-0184-9247","observed_orcids":["https://orcid.org/0000-0002-0184-9247"]},"institutions":[{"id":"https://openalex.org/I1281735042","display_name":"Natural Resources Canada","ror":"https://ror.org/05hepy730","country_code":"CA","type":"government","lineage":["https://openalex.org/I1281735042","https://openalex.org/I2802286613"]},{"id":"https://openalex.org/I43406934","display_name":"Universit\u00e9 Laval","ror":"https://ror.org/04sjchr03","country_code":"CA","type":"education","lineage":["https://openalex.org/I43406934"]}],"countries":["CA"],"is_corresponding":true,"raw_author_name":"Patrick R. N. Lenz","raw_affiliation_strings":["Canada Research Chair in Forest Genomics, Institute of Systems and Integrative Biology, and Centre for Forest Research, Universit\u00e9 Laval, 1030 Avenue de la M\u00e9decine, QC, G1V 0A6, Canada. Patrick.Lenz@canada.ca","Natural Resources Canada, Canadian Wood Fibre Centre, 1055 rue Du PEPS, P.O. Box 10380, QC, G1V 4C7, Canada. Patrick.Lenz@canada.ca","Institut de Biologie Int\u00e9grative et des Syst\u00e8mes [Qu\u00e9bec]","Natural Resources Canada"],"raw_orcid":"https://orcid.org/0000-0002-0184-9247","affiliations":[{"raw_affiliation_string":"Canada Research Chair in Forest Genomics, Institute of Systems and Integrative Biology, and Centre for Forest Research, Universit\u00e9 Laval, 1030 Avenue de la M\u00e9decine, QC, G1V 0A6, Canada. Patrick.Lenz@canada.ca","institution_ids":["https://openalex.org/I43406934"]},{"raw_affiliation_string":"Natural Resources Canada, Canadian Wood Fibre Centre, 1055 rue Du PEPS, P.O. Box 10380, QC, G1V 4C7, Canada. Patrick.Lenz@canada.ca","institution_ids":["https://openalex.org/I1281735042"]},{"raw_affiliation_string":"Institut de Biologie Int\u00e9grative et des Syst\u00e8mes [Qu\u00e9bec]","institution_ids":[]},{"raw_affiliation_string":"Natural Resources Canada","institution_ids":["https://openalex.org/I1281735042"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5086149587","display_name":"Simon Nadeau","orcid":"https://orcid.org/0000-0002-3519-4998","observed_orcids":["https://orcid.org/0000-0002-3519-4998"]},"institutions":[{"id":"https://openalex.org/I1281735042","display_name":"Natural Resources Canada","ror":"https://ror.org/05hepy730","country_code":"CA","type":"government","lineage":["https://openalex.org/I1281735042","https://openalex.org/I2802286613"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Simon Nadeau","raw_affiliation_strings":["Natural Resources Canada, Canadian Wood Fibre Centre, 1055 rue Du PEPS, P.O. Box 10380, QC, G1V 4C7, Canada","Natural Resources Canada"],"raw_orcid":"https://orcid.org/0000-0002-3519-4998","affiliations":[{"raw_affiliation_string":"Natural Resources Canada, Canadian Wood Fibre Centre, 1055 rue Du PEPS, P.O. Box 10380, QC, G1V 4C7, Canada","institution_ids":["https://openalex.org/I1281735042"]},{"raw_affiliation_string":"Natural Resources Canada","institution_ids":["https://openalex.org/I1281735042"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5090984996","display_name":"A\u00efda Azaiez","orcid":"https://orcid.org/0000-0002-9494-5528","observed_orcids":["https://orcid.org/0000-0002-9494-5528"]},"institutions":[{"id":"https://openalex.org/I43406934","display_name":"Universit\u00e9 Laval","ror":"https://ror.org/04sjchr03","country_code":"CA","type":"education","lineage":["https://openalex.org/I43406934"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"A\u00efda Azaiez","raw_affiliation_strings":["Canada Research Chair in Forest Genomics, Institute of Systems and Integrative Biology, and Centre for Forest Research, Universit\u00e9 Laval, 1030 Avenue de la M\u00e9decine, QC, G1V 0A6, Canada","Institut de Biologie Int\u00e9grative et des Syst\u00e8mes [Qu\u00e9bec]"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Canada Research Chair in Forest Genomics, Institute of Systems and Integrative Biology, and Centre for Forest Research, Universit\u00e9 Laval, 1030 Avenue de la M\u00e9decine, QC, G1V 0A6, Canada","institution_ids":["https://openalex.org/I43406934"]},{"raw_affiliation_string":"Institut de Biologie Int\u00e9grative et des Syst\u00e8mes [Qu\u00e9bec]","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5013830302","display_name":"S\u00e9bastien G\u00e9rardi","orcid":"https://orcid.org/0000-0003-3198-4551","observed_orcids":["https://orcid.org/0000-0003-3198-4551"]},"institutions":[{"id":"https://openalex.org/I43406934","display_name":"Universit\u00e9 Laval","ror":"https://ror.org/04sjchr03","country_code":"CA","type":"education","lineage":["https://openalex.org/I43406934"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"S\u00e9bastien G\u00e9rardi","raw_affiliation_strings":["Canada Research Chair in Forest Genomics, Institute of Systems and Integrative Biology, and Centre for Forest Research, Universit\u00e9 Laval, 1030 Avenue de la M\u00e9decine, QC, G1V 0A6, Canada","Institut de Biologie Int\u00e9grative et des Syst\u00e8mes [Qu\u00e9bec]"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Canada Research Chair in Forest Genomics, Institute of Systems and Integrative Biology, and Centre for Forest Research, Universit\u00e9 Laval, 1030 Avenue de la M\u00e9decine, QC, G1V 0A6, Canada","institution_ids":["https://openalex.org/I43406934"]},{"raw_affiliation_string":"Institut de Biologie Int\u00e9grative et des Syst\u00e8mes [Qu\u00e9bec]","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5042248452","display_name":"Marie Deslauriers","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I1281735042","display_name":"Natural Resources Canada","ror":"https://ror.org/05hepy730","country_code":"CA","type":"government","lineage":["https://openalex.org/I1281735042","https://openalex.org/I2802286613"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Marie Deslauriers","raw_affiliation_strings":["Natural Resources Canada, Canadian Wood Fibre Centre, 1055 rue Du PEPS, P.O. Box 10380, QC, G1V 4C7, Canada","Natural Resources Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Natural Resources Canada, Canadian Wood Fibre Centre, 1055 rue Du PEPS, P.O. Box 10380, QC, G1V 4C7, Canada","institution_ids":["https://openalex.org/I1281735042"]},{"raw_affiliation_string":"Natural Resources Canada","institution_ids":["https://openalex.org/I1281735042"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5079603281","display_name":"Martin E. Perron","orcid":"https://orcid.org/0009-0002-1449-9992","observed_orcids":["https://orcid.org/0009-0002-1449-9992"]},"institutions":[{"id":"https://openalex.org/I2801902503","display_name":"Gouvernement du Qu\u00e9bec","ror":"https://ror.org/05waa5295","country_code":"CA","type":"government","lineage":["https://openalex.org/I2801902503"]},{"id":"https://openalex.org/I4210166601","display_name":"Minist\u00e8re des Ressources naturelles et des For\u00eats","ror":"https://ror.org/05ekmpa79","country_code":"CA","type":"government","lineage":["https://openalex.org/I4210166601"]},{"id":"https://openalex.org/I43406934","display_name":"Universit\u00e9 Laval","ror":"https://ror.org/04sjchr03","country_code":"CA","type":"education","lineage":["https://openalex.org/I43406934"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Martin Perron","raw_affiliation_strings":["Canada Research Chair in Forest Genomics, Institute of Systems and Integrative Biology, and Centre for Forest Research, Universit\u00e9 Laval, 1030 Avenue de la M\u00e9decine, QC, G1V 0A6, Canada","Minist\u00e8re des For\u00eats, de la Faune et des Parcs, Gouvernement du Qu\u00e9bec, Direction de la recherche foresti\u00e8re, 2700 rue Einstein, QC, G1P 3W8, Canada","Direction de la recherche foresti\u00e8re","Institut de Biologie Int\u00e9grative et des Syst\u00e8mes [Qu\u00e9bec]"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Canada Research Chair in Forest Genomics, Institute of Systems and Integrative Biology, and Centre for Forest Research, Universit\u00e9 Laval, 1030 Avenue de la M\u00e9decine, QC, G1V 0A6, Canada","institution_ids":["https://openalex.org/I43406934"]},{"raw_affiliation_string":"Minist\u00e8re des For\u00eats, de la Faune et des Parcs, Gouvernement du Qu\u00e9bec, Direction de la recherche foresti\u00e8re, 2700 rue Einstein, QC, G1P 3W8, Canada","institution_ids":["https://openalex.org/I2801902503","https://openalex.org/I4210166601"]},{"raw_affiliation_string":"Direction de la recherche foresti\u00e8re","institution_ids":[]},{"raw_affiliation_string":"Institut de Biologie Int\u00e9grative et des Syst\u00e8mes [Qu\u00e9bec]","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5105825496","display_name":"Nathalie Isabel","orcid":"https://orcid.org/0000-0001-8621-9801","observed_orcids":["https://orcid.org/0000-0001-8621-9801"]},"institutions":[{"id":"https://openalex.org/I1281735042","display_name":"Natural Resources Canada","ror":"https://ror.org/05hepy730","country_code":"CA","type":"government","lineage":["https://openalex.org/I1281735042","https://openalex.org/I2802286613"]},{"id":"https://openalex.org/I43406934","display_name":"Universit\u00e9 Laval","ror":"https://ror.org/04sjchr03","country_code":"CA","type":"education","lineage":["https://openalex.org/I43406934"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Nathalie Isabel","raw_affiliation_strings":["Canada Research Chair in Forest Genomics, Institute of Systems and Integrative Biology, and Centre for Forest Research, Universit\u00e9 Laval, 1030 Avenue de la M\u00e9decine, QC, G1V 0A6, Canada","Natural Resources Canada, Laurentian Forestry Centre, 1055 rue Du PEPS, P.O. Box 10380, QC, G1V 4C7, Canada","Institut de Biologie Int\u00e9grative et des Syst\u00e8mes [Qu\u00e9bec]","Natural Resources Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Canada Research Chair in Forest Genomics, Institute of Systems and Integrative Biology, and Centre for Forest Research, Universit\u00e9 Laval, 1030 Avenue de la M\u00e9decine, QC, G1V 0A6, Canada","institution_ids":["https://openalex.org/I43406934"]},{"raw_affiliation_string":"Natural Resources Canada, Laurentian Forestry Centre, 1055 rue Du PEPS, P.O. Box 10380, QC, G1V 4C7, Canada","institution_ids":["https://openalex.org/I1281735042"]},{"raw_affiliation_string":"Institut de Biologie Int\u00e9grative et des Syst\u00e8mes [Qu\u00e9bec]","institution_ids":[]},{"raw_affiliation_string":"Natural Resources Canada","institution_ids":["https://openalex.org/I1281735042"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5056477682","display_name":"Jean Beaulieu","orcid":"https://orcid.org/0000-0001-5806-7353","observed_orcids":["https://orcid.org/0000-0001-5806-7353"]},"institutions":[{"id":"https://openalex.org/I43406934","display_name":"Universit\u00e9 Laval","ror":"https://ror.org/04sjchr03","country_code":"CA","type":"education","lineage":["https://openalex.org/I43406934"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Jean Beaulieu","raw_affiliation_strings":["Canada Research Chair in Forest Genomics, Institute of Systems and Integrative Biology, and Centre for Forest Research, Universit\u00e9 Laval, 1030 Avenue de la M\u00e9decine, QC, G1V 0A6, Canada","Institut de Biologie Int\u00e9grative et des Syst\u00e8mes [Qu\u00e9bec]"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Canada Research Chair in Forest Genomics, Institute of Systems and Integrative Biology, and Centre for Forest Research, Universit\u00e9 Laval, 1030 Avenue de la M\u00e9decine, QC, G1V 0A6, Canada","institution_ids":["https://openalex.org/I43406934"]},{"raw_affiliation_string":"Institut de Biologie Int\u00e9grative et des Syst\u00e8mes [Qu\u00e9bec]","institution_ids":[]}]},{"author_position":"last","author":{"id":null,"display_name":"Jean Bousquet","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I43406934","display_name":"Universit\u00e9 Laval","ror":"https://ror.org/04sjchr03","country_code":"CA","type":"education","lineage":["https://openalex.org/I43406934"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Jean Bousquet","raw_affiliation_strings":["Canada Research Chair in Forest Genomics, Institute of Systems and Integrative Biology, and Centre for Forest Research, Universit\u00e9 Laval, 1030 Avenue de la M\u00e9decine, QC, G1V 0A6, Canada","Institut de Biologie Int\u00e9grative et des Syst\u00e8mes [Qu\u00e9bec]","Universit\u00e9 Laval [Qu\u00e9bec]"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Canada Research Chair in Forest Genomics, Institute of Systems and Integrative Biology, and Centre for Forest Research, Universit\u00e9 Laval, 1030 Avenue de la M\u00e9decine, QC, G1V 0A6, Canada","institution_ids":["https://openalex.org/I43406934"]},{"raw_affiliation_string":"Institut de Biologie Int\u00e9grative et des Syst\u00e8mes [Qu\u00e9bec]","institution_ids":[]},{"raw_affiliation_string":"Universit\u00e9 Laval [Qu\u00e9bec]","institution_ids":["https://openalex.org/I43406934"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5064808964"],"corresponding_institution_ids":["https://openalex.org/I1281735042","https://openalex.org/I43406934"],"apc_list":{"value":3000,"currency":"USD","value_usd":3000},"apc_paid":{"value":3000,"currency":"USD","value_usd":3000},"fwci":5.4189,"has_fulltext":true,"cited_by_count":68,"citation_normalized_percentile":{"value":0.96940444,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":97,"max":100},"biblio":{"volume":"124","issue":"4","first_page":"562","last_page":"578"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10594","display_name":"Genetic and phenotypic traits in livestock","score":0.9984999895095825,"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"}},"topics":[{"id":"https://openalex.org/T10594","display_name":"Genetic and phenotypic traits in livestock","score":0.9984999895095825,"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"}},{"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"}},{"id":"https://openalex.org/T11229","display_name":"Genetics and Plant Breeding","score":0.00039999998989515007,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/genomic-selection","display_name":"genomic selection","score":0.8830000162124634},{"id":"https://openalex.org/keywords/forward-selection","display_name":"forward selection","score":0.9670000076293945},{"id":"https://openalex.org/keywords/picea-glauca","display_name":"Picea glauca","score":0.9980000257492065},{"id":"https://openalex.org/keywords/genomic-blup","display_name":"genomic BLUP","score":0.7870000004768372},{"id":"https://openalex.org/keywords/paternity-identification","display_name":"paternity identification","score":0.7350000143051147},{"id":"https://openalex.org/keywords/partial-diallel","display_name":"partial diallel","score":0.8349999785423279},{"id":"https://openalex.org/keywords/wood-quality-traits","display_name":"wood quality traits","score":0.7139999866485596},{"id":"https://openalex.org/keywords/tree-breeding","display_name":"tree breeding","score":0.5709999799728394}],"concepts":[{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.8572462797164917},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.6896319389343262},{"id":"https://openalex.org/C161890455","wikidata":"https://www.wikidata.org/wiki/Q1503548","display_name":"Heritability","level":2,"score":0.6333783864974976},{"id":"https://openalex.org/C2778890363","wikidata":"https://www.wikidata.org/wiki/Q550479","display_name":"Genetic gain","level":4,"score":0.617398202419281},{"id":"https://openalex.org/C2776978901","wikidata":"https://www.wikidata.org/wiki/Q5396348","display_name":"Tree breeding","level":3,"score":0.5992932319641113},{"id":"https://openalex.org/C514575182","wikidata":"https://www.wikidata.org/wiki/Q228395","display_name":"Mating","level":2,"score":0.5885453224182129},{"id":"https://openalex.org/C67637954","wikidata":"https://www.wikidata.org/wiki/Q5270567","display_name":"Diallel cross","level":3,"score":0.5831138491630554},{"id":"https://openalex.org/C2776244587","wikidata":"https://www.wikidata.org/wiki/Q16604186","display_name":"Mating design","level":4,"score":0.561122477054596},{"id":"https://openalex.org/C103545067","wikidata":"https://www.wikidata.org/wiki/Q796265","display_name":"Best linear unbiased prediction","level":3,"score":0.555005669593811},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.5315352082252502},{"id":"https://openalex.org/C2777433574","wikidata":"https://www.wikidata.org/wiki/Q744592","display_name":"Assortative mating","level":3,"score":0.4632260799407959},{"id":"https://openalex.org/C56273599","wikidata":"https://www.wikidata.org/wiki/Q3122841","display_name":"White (mutation)","level":3,"score":0.45883625745773315},{"id":"https://openalex.org/C2992444039","wikidata":"https://www.wikidata.org/wiki/Q17145598","display_name":"Genomic selection","level":5,"score":0.4341742694377899},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.32375288009643555},{"id":"https://openalex.org/C54355233","wikidata":"https://www.wikidata.org/wiki/Q7162","display_name":"Genetics","level":1,"score":0.32027649879455566},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.19348019361495972},{"id":"https://openalex.org/C68873052","wikidata":"https://www.wikidata.org/wiki/Q349856","display_name":"Genetic variation","level":3,"score":0.1700742542743683},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.13996759057044983},{"id":"https://openalex.org/C153209595","wikidata":"https://www.wikidata.org/wiki/Q501128","display_name":"Single-nucleotide polymorphism","level":4,"score":0.13947245478630066},{"id":"https://openalex.org/C6557445","wikidata":"https://www.wikidata.org/wiki/Q173113","display_name":"Agronomy","level":1,"score":0.11850529909133911},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.09753015637397766},{"id":"https://openalex.org/C48189365","wikidata":"https://www.wikidata.org/wiki/Q42621","display_name":"Hybrid","level":2,"score":0.09353646636009216},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.07327833771705627},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.07088884711265564},{"id":"https://openalex.org/C128758860","wikidata":"https://www.wikidata.org/wiki/Q757163","display_name":"Woody plant","level":2,"score":0.06726107001304626},{"id":"https://openalex.org/C135763542","wikidata":"https://www.wikidata.org/wiki/Q106016","display_name":"Genotype","level":3,"score":0.06555566191673279},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0}],"mesh":[{"descriptor_ui":"D000069600","descriptor_name":"Plant Breeding","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D003433","descriptor_name":"Crosses, Genetic","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D008957","descriptor_name":"Models, Genetic","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":"D012641","descriptor_name":"Selection, Genetic","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D020641","descriptor_name":"Polymorphism, Single Nucleotide","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D023281","descriptor_name":"Genomics","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D028222","descriptor_name":"Picea","qualifier_ui":"Q000235","qualifier_name":"genetics","is_major_topic":true},{"descriptor_ui":"D064028","descriptor_name":"Tracheophyta","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false}],"locations_count":7,"locations":[{"id":"doi:10.1038/s41437-019-0290-3","doi":"https://doi.org/10.1038/s41437-019-0290-3","is_oa":true,"landing_page_url":"https://doi.org/10.1038/s41437-019-0290-3","pdf_url":"https://www.nature.com/articles/s41437-019-0290-3.pdf","source":{"id":"https://openalex.org/S99462834","display_name":"Heredity","issn_l":"0018-067X","issn":["0018-067X","1365-2540"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","dongbi-d","doyens","jufo-2","ki-jl-1","medline","norway-1","poland-140","russia-white-list-2","vabb-shw"],"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Heredity","raw_type":"journal-article"},{"id":"pmh:oai:europepmc.org:6036387","doi":null,"is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/7080810","pdf_url":null,"source":{"id":"https://openalex.org/S4306400806","display_name":"Europe PMC (PubMed Central)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I1303153112","host_organization_name":"European Bioinformatics Institute","host_organization_lineage":["https://openalex.org/I1303153112"],"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":null,"raw_type":"Text"},{"id":"pmh:oai:pubmedcentral.nih.gov:7080810","doi":null,"is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/7080810","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":"Heredity (Edinb)","raw_type":"Text"},{"id":"pmid:31969718","doi":null,"is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/31969718","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":"Heredity","raw_type":"Journal Article"},{"id":"pmh:oai:HAL:hal-03473081v1","doi":null,"is_oa":false,"landing_page_url":"https://hal.umontpellier.fr/hal-03473081","pdf_url":null,"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":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Heredity, 2020, 124 (4), pp.562-578. ⟨10.1038/s41437-019-0290-3⟩","raw_type":"info:eu-repo/semantics/article"},{"id":"doi:10.60692/d8j4k-dnt89","doi":"https://doi.org/10.60692/d8j4k-dnt89","is_oa":true,"landing_page_url":"https://doi.org/10.60692/d8j4k-dnt89","pdf_url":null,"source":{"id":"https://openalex.org/S7407051682","display_name":"Greater South Information System","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":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"article-journal"},{"id":"doi:10.60692/hfdry-m1s36","doi":"https://doi.org/10.60692/hfdry-m1s36","is_oa":true,"landing_page_url":"https://doi.org/10.60692/hfdry-m1s36","pdf_url":null,"source":{"id":"https://openalex.org/S7407051682","display_name":"Greater South Information System","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":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"article-journal"}],"best_oa_location":{"id":"doi:10.1038/s41437-019-0290-3","doi":"https://doi.org/10.1038/s41437-019-0290-3","is_oa":true,"landing_page_url":"https://doi.org/10.1038/s41437-019-0290-3","pdf_url":"https://www.nature.com/articles/s41437-019-0290-3.pdf","source":{"id":"https://openalex.org/S99462834","display_name":"Heredity","issn_l":"0018-067X","issn":["0018-067X","1365-2540"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","dongbi-d","doyens","jufo-2","ki-jl-1","medline","norway-1","poland-140","russia-white-list-2","vabb-shw"],"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Heredity","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/2","display_name":"Zero hunger","score":0.6875}],"study_designs":[],"awards":[{"id":"https://openalex.org/G7198877745","display_name":null,"funder_award_id":"10102","funder_id":"https://openalex.org/F4320310787","funder_display_name":"Genome Canada"}],"funders":[{"id":"https://openalex.org/F4320310787","display_name":"Genome Canada","ror":"https://ror.org/029s29983"},{"id":"https://openalex.org/F4320312633","display_name":"Minist\u00e8re des For\u00eats, de la Faune et des Parcs","ror":"https://ror.org/05ekmpa79"},{"id":"https://openalex.org/F4320334620","display_name":"Natural Resources Canada","ror":"https://ror.org/05hepy730"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3000749006.pdf","grobid_xml":"https://content.openalex.org/works/W3000749006.grobid-xml"},"referenced_works_count":63,"referenced_works":["https://openalex.org/W84460676","https://openalex.org/W107263297","https://openalex.org/W264369493","https://openalex.org/W281801582","https://openalex.org/W1184931750","https://openalex.org/W1275684429","https://openalex.org/W1519581284","https://openalex.org/W1525668218","https://openalex.org/W1698011312","https://openalex.org/W1870975028","https://openalex.org/W1917462490","https://openalex.org/W1928998639","https://openalex.org/W1957133460","https://openalex.org/W1969746417","https://openalex.org/W1971465254","https://openalex.org/W1973166524","https://openalex.org/W1973847687","https://openalex.org/W1985609220","https://openalex.org/W1987621426","https://openalex.org/W1995061033","https://openalex.org/W1998762300","https://openalex.org/W1999363884","https://openalex.org/W2009393646","https://openalex.org/W2016503194","https://openalex.org/W2016582046","https://openalex.org/W2016774432","https://openalex.org/W2045245222","https://openalex.org/W2055625638","https://openalex.org/W2067715889","https://openalex.org/W2092655513","https://openalex.org/W2100830022","https://openalex.org/W2104632751","https://openalex.org/W2107473082","https://openalex.org/W2109781146","https://openalex.org/W2124044556","https://openalex.org/W2135684805","https://openalex.org/W2141088880","https://openalex.org/W2141693972","https://openalex.org/W2152778230","https://openalex.org/W2154522026","https://openalex.org/W2161766669","https://openalex.org/W2162190374","https://openalex.org/W2164050502","https://openalex.org/W2166033750","https://openalex.org/W2223043802","https://openalex.org/W2300170747","https://openalex.org/W2310742968","https://openalex.org/W2319897788","https://openalex.org/W2416298343","https://openalex.org/W2579253275","https://openalex.org/W2582743722","https://openalex.org/W2590852236","https://openalex.org/W2608069586","https://openalex.org/W2739275773","https://openalex.org/W2900994740","https://openalex.org/W2904079913","https://openalex.org/W2904181126","https://openalex.org/W2946831748","https://openalex.org/W2951607747","https://openalex.org/W2974574444","https://openalex.org/W3130058621","https://openalex.org/W4250111881","https://openalex.org/W4285719527"],"related_works":["https://openalex.org/W2096470890","https://openalex.org/W6892118980","https://openalex.org/W2608069586","https://openalex.org/W1999363884","https://openalex.org/W3101685032","https://openalex.org/W2951607747","https://openalex.org/W7172156270","https://openalex.org/W2937260301","https://openalex.org/W4412540228","https://openalex.org/W4414408169"],"abstract_inverted_index":{"Genomic":[0],"selection":[1,65,96],"(GS)":[2],"has":[3],"a":[4,88,110,113],"large":[5],"potential":[6],"for":[7,76,80,87,131,139,177,182,226,279,291],"improving":[8],"the":[9,18,26,35,43,67,100,149,154,166,178,183,200,210,223,230,248,253,261,265,292],"prediction":[10,83],"accuracy":[11],"of":[12,20,28,37,66,91,102,105,216,264,270,273,297],"breeding":[13,21,38,61,107],"values":[14,108],"and":[15,40,59,79,112,133,137,203,221,233,275,294],"significantly":[16],"reducing":[17],"length":[19],"cycles.":[22],"In":[23],"this":[24,285],"context,":[25],"choice":[27],"mating":[29,51,117,250,286],"designs":[30,52],"becomes":[31],"critical":[32],"to":[33,41,62,72,257],"improve":[34],"efficiency":[36],"operations":[39],"obtain":[42],"largest":[44],"genetic":[45,74,121,240],"gains":[46,241],"per":[47,242],"time":[48,243,255],"unit.":[49],"Polycross":[50],"have":[53],"been":[54],"traditionally":[55],"used":[56],"in":[57,94,123,222,268],"tree":[58],"plant":[60],"perform":[63],"backward":[64],"female":[68],"parents.":[69],"The":[70,214],"possibility":[71],"use":[73,90],"markers":[75],"paternity":[77],"identification":[78],"building":[81],"genomic":[82,103,167],"models":[84,175],"should":[85],"allow":[86],"broader":[89],"polycross":[92,111,155,231,249,266],"tests":[93,236],"forward":[95,298],"schemes.":[97],"We":[98],"compared":[99,172],"accuracies":[101,215],"predictions":[104,191,197,208,218],"offspring's":[106],"from":[109,247],"full-sib":[114,234],"(partial":[115],"diallel)":[116],"design":[118,251,267],"with":[119,173],"similar":[120],"background":[122],"white":[124],"spruce":[125,151],"(Picea":[126],"glauca).":[127],"Trees":[128],"were":[129,160,192,219,245],"phenotyped":[130],"growth":[132],"wood":[134],"quality":[135],"traits,":[136],"genotyped":[138],"4092":[140],"SNPs":[141],"representing":[142],"as":[143,171],"many":[144],"gene":[145],"loci":[146],"distributed":[147],"across":[148],"12":[150],"chromosomes.":[152],"For":[153],"progeny":[156,235],"test,":[157],"heritability":[158],"estimates":[159],"smaller,":[161],"but":[162],"more":[163,194,205],"precise":[164],"using":[165,209],"BLUP":[168],"(GBLUP)":[169],"model":[170],"pedigree-based":[174],"accounting":[176],"maternal":[179,201],"pedigree":[180],"or":[181],"reconstructed":[184,211],"full":[185,212],"pedigree.":[186,213],"Cross-validations":[187],"showed":[188],"that":[189,284],"GBLUP":[190,217],"22-52%":[193],"accurate":[195,206],"than":[196,207],"based":[198],"on":[199],"pedigree,":[202],"5-7%":[204],"high":[220],"same":[224],"range":[225],"most":[227],"traits":[228],"between":[229],"(0.61-0.70)":[232],"(0.61-0.74).":[237],"However,":[238],"higher":[239],"unit":[244],"expected":[246],"given":[252],"shorter":[254],"needed":[256],"conduct":[258],"crosses.":[259],"Considering":[260],"operational":[262,295],"advantages":[263],"terms":[269],"easier":[271],"handling":[272],"crosses":[274],"lower":[276],"associated":[277],"costs":[278],"test":[280],"establishment,":[281],"we":[282],"believe":[283],"scheme":[287],"offers":[288],"great":[289],"opportunities":[290],"development":[293],"application":[296],"GS.":[299]},"counts_by_year":[{"year":2026,"cited_by_count":11},{"year":2025,"cited_by_count":9},{"year":2024,"cited_by_count":11},{"year":2023,"cited_by_count":11},{"year":2022,"cited_by_count":12},{"year":2021,"cited_by_count":9},{"year":2020,"cited_by_count":5}],"updated_date":"2026-10-31T12:09:11.096373","created_date":"2020-01-30T00:00:00"}