{"id":"https://openalex.org/W4396569947","doi":"https://doi.org/10.1071/cp23126","title":"Genomic prediction for targeted populations of environments in oat (Avena sativa)","display_name":"Genomic prediction for targeted populations of environments in oat (Avena sativa)","publication_year":2024,"publication_date":"2024-04-29","ids":{"openalex":"https://openalex.org/W4396569947","doi":"https://doi.org/10.1071/cp23126"},"language":"en","primary_location":{"id":"doi:10.1071/cp23126","doi":"https://doi.org/10.1071/cp23126","is_oa":true,"landing_page_url":"https://doi.org/10.1071/cp23126","pdf_url":"https://connectsci.au/cp/article-pdf/doi/10.1071/CP23126/581396/cp23126.pdf","source":{"id":"https://openalex.org/S4210234630","display_name":"Australian Journal of Agricultural Research","issn_l":"0004-9409","issn":["0004-9409","1444-9838","1836-0947","1836-5795"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","dongbi-c","jufo-1","norway-1","poland-70","russia-white-list-1"],"host_organization":"https://openalex.org/P4310320302","host_organization_name":"CSIRO Publishing","host_organization_lineage":["https://openalex.org/P4310320302"],"host_organization_lineage_names":["CSIRO Publishing"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Crop & Pasture Science","raw_type":"journal-article"},"volume":null,"type":"article","is_traditional":true,"indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://connectsci.au/cp/article-pdf/doi/10.1071/CP23126/581396/cp23126.pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5022564124","display_name":"Pablo Sandro","orcid":"https://orcid.org/0009-0009-8997-0161","observed_orcids":["https://orcid.org/0009-0009-8997-0161"]},"institutions":[{"id":"https://openalex.org/I135310074","display_name":"University of Wisconsin\u2013Madison","ror":"https://ror.org/01y2jtd41","country_code":"US","type":"education","lineage":["https://openalex.org/I135310074"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Pablo Sandro","raw_affiliation_strings":["ADepartment of Plant and Agroecosystem Sciences, University of Wisconsin \u2013 Madison, 1575 Linden Drive, Madison, WI 53706, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"ADepartment of Plant and Agroecosystem Sciences, University of Wisconsin \u2013 Madison, 1575 Linden Drive, Madison, WI 53706, USA","institution_ids":["https://openalex.org/I135310074"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5041108551","display_name":"Madhav Bhatta","orcid":"https://orcid.org/0000-0002-4959-0481","observed_orcids":["https://orcid.org/0000-0002-4959-0481"]},"institutions":[{"id":"https://openalex.org/I135310074","display_name":"University of Wisconsin\u2013Madison","ror":"https://ror.org/01y2jtd41","country_code":"US","type":"education","lineage":["https://openalex.org/I135310074"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Madhav Bhatta","raw_affiliation_strings":["ADepartment of Plant and Agroecosystem Sciences, University of Wisconsin \u2013 Madison, 1575 Linden Drive, Madison, WI 53706, USA","BBayer Crop Science, Chesterfield, MO 63017, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"ADepartment of Plant and Agroecosystem Sciences, University of Wisconsin \u2013 Madison, 1575 Linden Drive, Madison, WI 53706, USA","institution_ids":["https://openalex.org/I135310074"]},{"raw_affiliation_string":"BBayer Crop Science, Chesterfield, MO 63017, USA","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5031546855","display_name":"Alisha Bower","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Alisha Bower","raw_affiliation_strings":["CPractical Farmers of Iowa, 1615 Golden Aspen Drive, Suite 101, Ames, IA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"CPractical Farmers of Iowa, 1615 Golden Aspen Drive, Suite 101, Ames, IA, USA","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5072807476","display_name":"Sarah Carlson","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Sarah Carlson","raw_affiliation_strings":["CPractical Farmers of Iowa, 1615 Golden Aspen Drive, Suite 101, Ames, IA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"CPractical Farmers of Iowa, 1615 Golden Aspen Drive, Suite 101, Ames, IA, USA","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5044432269","display_name":"Jean\u2010Luc Jannink","orcid":"https://orcid.org/0000-0003-4849-628X","observed_orcids":["https://orcid.org/0000-0003-4849-628X"]},"institutions":[{"id":"https://openalex.org/I205783295","display_name":"Cornell University","ror":"https://ror.org/05bnh6r87","country_code":"US","type":"education","lineage":["https://openalex.org/I205783295"]},{"id":"https://openalex.org/I4210092791","display_name":"New York State College of Agriculture & Life Sciences","ror":"https://ror.org/00j52pq61","country_code":"US","type":"education","lineage":["https://openalex.org/I205783295","https://openalex.org/I4210092791"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jean-Luc Jannink","raw_affiliation_strings":["DSchool of Integrative Plant Science Plant Breeding and Genetics Section, Cornell University, 258 Emerson Hall, Ithaca, NY 14853, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"DSchool of Integrative Plant Science Plant Breeding and Genetics Section, Cornell University, 258 Emerson Hall, Ithaca, NY 14853, USA","institution_ids":["https://openalex.org/I205783295","https://openalex.org/I4210092791"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5016523332","display_name":"David J. Waring","orcid":"https://orcid.org/0000-0001-9971-9776","observed_orcids":["https://orcid.org/0000-0001-9971-9776"]},"institutions":[{"id":"https://openalex.org/I205783295","display_name":"Cornell University","ror":"https://ror.org/05bnh6r87","country_code":"US","type":"education","lineage":["https://openalex.org/I205783295"]},{"id":"https://openalex.org/I4210092791","display_name":"New York State College of Agriculture & Life Sciences","ror":"https://ror.org/00j52pq61","country_code":"US","type":"education","lineage":["https://openalex.org/I205783295","https://openalex.org/I4210092791"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"David J. Waring","raw_affiliation_strings":["DSchool of Integrative Plant Science Plant Breeding and Genetics Section, Cornell University, 258 Emerson Hall, Ithaca, NY 14853, USA"],"raw_orcid":"https://orcid.org/0000-0001-9971-9776","affiliations":[{"raw_affiliation_string":"DSchool of Integrative Plant Science Plant Breeding and Genetics Section, Cornell University, 258 Emerson Hall, Ithaca, NY 14853, USA","institution_ids":["https://openalex.org/I205783295","https://openalex.org/I4210092791"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5022094889","display_name":"Clayton L. Birkett","orcid":"https://orcid.org/0000-0001-6183-7216","observed_orcids":["https://orcid.org/0000-0001-6183-7216"]},"institutions":[{"id":"https://openalex.org/I205783295","display_name":"Cornell University","ror":"https://ror.org/05bnh6r87","country_code":"US","type":"education","lineage":["https://openalex.org/I205783295"]},{"id":"https://openalex.org/I4210092791","display_name":"New York State College of Agriculture & Life Sciences","ror":"https://ror.org/00j52pq61","country_code":"US","type":"education","lineage":["https://openalex.org/I205783295","https://openalex.org/I4210092791"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Clay Birkett","raw_affiliation_strings":["DSchool of Integrative Plant Science Plant Breeding and Genetics Section, Cornell University, 258 Emerson Hall, Ithaca, NY 14853, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"DSchool of Integrative Plant Science Plant Breeding and Genetics Section, Cornell University, 258 Emerson Hall, Ithaca, NY 14853, USA","institution_ids":["https://openalex.org/I205783295","https://openalex.org/I4210092791"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5010597922","display_name":"Kevin P. Smith","orcid":"https://orcid.org/0000-0001-8253-3326","observed_orcids":["https://orcid.org/0000-0001-8253-3326"]},"institutions":[{"id":"https://openalex.org/I130238516","display_name":"University of Minnesota","ror":"https://ror.org/017zqws13","country_code":"US","type":"education","lineage":["https://openalex.org/I130238516"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Kevin Smith","raw_affiliation_strings":["EDepartment of Agronomy and Plant Genetics, University of Minnesota, 1991 Upper Buford Circle, 411 Borlaug Hall, St. Paul, MN 55108, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"EDepartment of Agronomy and Plant Genetics, University of Minnesota, 1991 Upper Buford Circle, 411 Borlaug Hall, St. Paul, MN 55108, USA","institution_ids":["https://openalex.org/I130238516"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5054626111","display_name":"Jochum Wiersma","orcid":"https://orcid.org/0000-0001-8548-4937","observed_orcids":["https://orcid.org/0000-0001-8548-4937"]},"institutions":[{"id":"https://openalex.org/I130238516","display_name":"University of Minnesota","ror":"https://ror.org/017zqws13","country_code":"US","type":"education","lineage":["https://openalex.org/I130238516"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jochum Wiersma","raw_affiliation_strings":["EDepartment of Agronomy and Plant Genetics, University of Minnesota, 1991 Upper Buford Circle, 411 Borlaug Hall, St. Paul, MN 55108, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"EDepartment of Agronomy and Plant Genetics, University of Minnesota, 1991 Upper Buford Circle, 411 Borlaug Hall, St. Paul, MN 55108, USA","institution_ids":["https://openalex.org/I130238516"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5072993735","display_name":"Melanie Caffe","orcid":"https://orcid.org/0000-0002-9838-203X","observed_orcids":["https://orcid.org/0000-0002-9838-203X"]},"institutions":[{"id":"https://openalex.org/I177156846","display_name":"South Dakota State University","ror":"https://ror.org/015jmes13","country_code":"US","type":"education","lineage":["https://openalex.org/I177156846"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Melanie Caffe","raw_affiliation_strings":["FDepartment of Agronomy, Horticulture, and Plant Sciences, South Dakota State University, Research Parkway, University Station, Brookings, SD 57006, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"FDepartment of Agronomy, Horticulture, and Plant Sciences, South Dakota State University, Research Parkway, University Station, Brookings, SD 57006, USA","institution_ids":["https://openalex.org/I177156846"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5041357972","display_name":"Jonathan Kleinjan","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I177156846","display_name":"South Dakota State University","ror":"https://ror.org/015jmes13","country_code":"US","type":"education","lineage":["https://openalex.org/I177156846"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jonathan Kleinjan","raw_affiliation_strings":["FDepartment of Agronomy, Horticulture, and Plant Sciences, South Dakota State University, Research Parkway, University Station, Brookings, SD 57006, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"FDepartment of Agronomy, Horticulture, and Plant Sciences, South Dakota State University, Research Parkway, University Station, Brookings, SD 57006, USA","institution_ids":["https://openalex.org/I177156846"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5110808580","display_name":"Michael S. McMullen","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I57328836","display_name":"North Dakota State University","ror":"https://ror.org/05h1bnb22","country_code":"US","type":"education","lineage":["https://openalex.org/I57328836"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Michael S. McMullen","raw_affiliation_strings":["GPlant Sciences, North Dakota State University, Loftsgard 370D Dept 7670, PO Box 6050 Fargo, ND 58108-6050, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"GPlant Sciences, North Dakota State University, Loftsgard 370D Dept 7670, PO Box 6050 Fargo, ND 58108-6050, USA","institution_ids":["https://openalex.org/I57328836"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5044947710","display_name":"Lydia English","orcid":"https://orcid.org/0000-0003-2123-5493","observed_orcids":["https://orcid.org/0000-0003-2123-5493"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Lydia English","raw_affiliation_strings":["CPractical Farmers of Iowa, 1615 Golden Aspen Drive, Suite 101, Ames, IA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"CPractical Farmers of Iowa, 1615 Golden Aspen Drive, Suite 101, Ames, IA, USA","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5002198022","display_name":"Luc\u00eda Guti\u00e9rrez","orcid":"https://orcid.org/0000-0002-2957-3086","observed_orcids":["https://orcid.org/0000-0002-2957-3086"]},"institutions":[{"id":"https://openalex.org/I135310074","display_name":"University of Wisconsin\u2013Madison","ror":"https://ror.org/01y2jtd41","country_code":"US","type":"education","lineage":["https://openalex.org/I135310074"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Lucia Gutierrez","raw_affiliation_strings":["ADepartment of Plant and Agroecosystem Sciences, University of Wisconsin \u2013 Madison, 1575 Linden Drive, Madison, WI 53706, USA"],"raw_orcid":"https://orcid.org/0000-0002-2957-3086","affiliations":[{"raw_affiliation_string":"ADepartment of Plant and Agroecosystem Sciences, University of Wisconsin \u2013 Madison, 1575 Linden Drive, Madison, WI 53706, USA","institution_ids":["https://openalex.org/I135310074"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5002198022"],"corresponding_institution_ids":["https://openalex.org/I135310074"],"apc_list":null,"apc_paid":null,"fwci":2.2818,"has_fulltext":true,"cited_by_count":11,"citation_normalized_percentile":{"value":0.8692213,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":97,"max":99},"biblio":{"volume":"75","issue":"5","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11229","display_name":"Genetics and Plant Breeding","score":0.5375999808311462,"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/T11229","display_name":"Genetics and Plant Breeding","score":0.5375999808311462,"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/T10594","display_name":"Genetic and phenotypic traits in livestock","score":0.44020000100135803,"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":0.00279999990016222,"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/genomic-prediction","display_name":"genomic prediction","score":0.9800000190734863},{"id":"https://openalex.org/keywords/oat","display_name":"oat","score":0.781000018119812},{"id":"https://openalex.org/keywords/avena-sativa","display_name":"Avena sativa","score":0.9879999756813049},{"id":"https://openalex.org/keywords/gene-environment-interaction","display_name":"gene-environment interaction","score":0.9629999995231628},{"id":"https://openalex.org/keywords/multi-environment-trials","display_name":"multi-environment trials","score":0.9900000095367432},{"id":"https://openalex.org/keywords/mega-environments","display_name":"mega-environments","score":0.7770000100135803},{"id":"https://openalex.org/keywords/plant-breeding","display_name":"plant breeding","score":0.49000000953674316}],"concepts":[{"id":"https://openalex.org/C2779908699","wikidata":"https://www.wikidata.org/wiki/Q146760","display_name":"Avena","level":2,"score":0.9372023344039917},{"id":"https://openalex.org/C2778568511","wikidata":"https://www.wikidata.org/wiki/Q1261446","display_name":"Monogastric","level":4,"score":0.853964626789093},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.8247135281562805},{"id":"https://openalex.org/C2781003712","wikidata":"https://www.wikidata.org/wiki/Q842175","display_name":"Ruminant","level":3,"score":0.5885196924209595},{"id":"https://openalex.org/C155015343","wikidata":"https://www.wikidata.org/wiki/Q788558","display_name":"Plant breeding","level":2,"score":0.5800749063491821},{"id":"https://openalex.org/C2992444039","wikidata":"https://www.wikidata.org/wiki/Q17145598","display_name":"Genomic selection","level":5,"score":0.5302319526672363},{"id":"https://openalex.org/C6557445","wikidata":"https://www.wikidata.org/wiki/Q173113","display_name":"Agronomy","level":1,"score":0.48867037892341614},{"id":"https://openalex.org/C150903083","wikidata":"https://www.wikidata.org/wiki/Q7108","display_name":"Biotechnology","level":1,"score":0.44461822509765625},{"id":"https://openalex.org/C2016182","wikidata":"https://www.wikidata.org/wiki/Q227675","display_name":"Animal breeding","level":2,"score":0.4404889941215515},{"id":"https://openalex.org/C2778053677","wikidata":"https://www.wikidata.org/wiki/Q30121","display_name":"Pasture","level":2,"score":0.40892988443374634},{"id":"https://openalex.org/C54355233","wikidata":"https://www.wikidata.org/wiki/Q7162","display_name":"Genetics","level":1,"score":0.347160279750824},{"id":"https://openalex.org/C135763542","wikidata":"https://www.wikidata.org/wiki/Q106016","display_name":"Genotype","level":3,"score":0.1916186809539795},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.17713388800621033},{"id":"https://openalex.org/C153209595","wikidata":"https://www.wikidata.org/wiki/Q501128","display_name":"Single-nucleotide polymorphism","level":4,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1071/cp23126","doi":"https://doi.org/10.1071/cp23126","is_oa":true,"landing_page_url":"https://doi.org/10.1071/cp23126","pdf_url":"https://connectsci.au/cp/article-pdf/doi/10.1071/CP23126/581396/cp23126.pdf","source":{"id":"https://openalex.org/S4210234630","display_name":"Australian Journal of Agricultural Research","issn_l":"0004-9409","issn":["0004-9409","1444-9838","1836-0947","1836-5795"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","dongbi-c","jufo-1","norway-1","poland-70","russia-white-list-1"],"host_organization":"https://openalex.org/P4310320302","host_organization_name":"CSIRO Publishing","host_organization_lineage":["https://openalex.org/P4310320302"],"host_organization_lineage_names":["CSIRO Publishing"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Crop & Pasture Science","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.1071/cp23126","doi":"https://doi.org/10.1071/cp23126","is_oa":true,"landing_page_url":"https://doi.org/10.1071/cp23126","pdf_url":"https://connectsci.au/cp/article-pdf/doi/10.1071/CP23126/581396/cp23126.pdf","source":{"id":"https://openalex.org/S4210234630","display_name":"Australian Journal of Agricultural Research","issn_l":"0004-9409","issn":["0004-9409","1444-9838","1836-0947","1836-5795"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","dongbi-c","jufo-1","norway-1","poland-70","russia-white-list-1"],"host_organization":"https://openalex.org/P4310320302","host_organization_name":"CSIRO Publishing","host_organization_lineage":["https://openalex.org/P4310320302"],"host_organization_lineage_names":["CSIRO Publishing"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Crop & Pasture Science","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.9208999872207642,"display_name":"Zero hunger","id":"https://metadata.un.org/sdg/2"}],"study_designs":[],"awards":[{"id":"https://openalex.org/G7254041068","display_name":null,"funder_award_id":"OREI_2020-51300-32379, OREI_2023-51300-40916, USDA-AFRI-NIFA-2022-68013-36439(WheatCAP)","funder_id":"https://openalex.org/F4320332299","funder_display_name":"National Institute of Food and Agriculture"},{"id":"https://openalex.org/G7583865705","display_name":null,"funder_award_id":"Hatch_WISO1984, Hatch_WISO3002","funder_id":"https://openalex.org/F4320306114","funder_display_name":"U.S. Department of Agriculture"},{"id":"https://openalex.org/G8296582689","display_name":null,"funder_award_id":"2018-LNC18-400","funder_id":"https://openalex.org/F4320337810","funder_display_name":"North Central Research Station"}],"funders":[{"id":"https://openalex.org/F4320306114","display_name":"U.S. Department of Agriculture","ror":"https://ror.org/01na82s61"},{"id":"https://openalex.org/F4320332299","display_name":"National Institute of Food and Agriculture","ror":"https://ror.org/05qx3fv49"},{"id":"https://openalex.org/F4320332605","display_name":"Agricultural Research Service","ror":"https://ror.org/02d2m2044"},{"id":"https://openalex.org/F4320337810","display_name":"North Central Research Station","ror":null}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4396569947.pdf","grobid_xml":"https://content.openalex.org/works/W4396569947.grobid-xml"},"referenced_works_count":68,"referenced_works":["https://openalex.org/W1219574734","https://openalex.org/W1526504068","https://openalex.org/W1594565288","https://openalex.org/W1602214942","https://openalex.org/W1928998639","https://openalex.org/W1965640395","https://openalex.org/W1975384294","https://openalex.org/W1989738684","https://openalex.org/W2006103331","https://openalex.org/W2008508856","https://openalex.org/W2014408227","https://openalex.org/W2021086301","https://openalex.org/W2025560344","https://openalex.org/W2027789150","https://openalex.org/W2030126026","https://openalex.org/W2037303870","https://openalex.org/W2040727185","https://openalex.org/W2043695363","https://openalex.org/W2044921269","https://openalex.org/W2056682522","https://openalex.org/W2067715889","https://openalex.org/W2100608447","https://openalex.org/W2100771405","https://openalex.org/W2101591547","https://openalex.org/W2104146802","https://openalex.org/W2111391350","https://openalex.org/W2129113310","https://openalex.org/W2132315916","https://openalex.org/W2141613897","https://openalex.org/W2144119471","https://openalex.org/W2151391832","https://openalex.org/W2165185356","https://openalex.org/W2170253902","https://openalex.org/W2176740917","https://openalex.org/W2274610644","https://openalex.org/W2301286436","https://openalex.org/W2339629119","https://openalex.org/W2508732111","https://openalex.org/W2509715244","https://openalex.org/W2582743722","https://openalex.org/W2623985197","https://openalex.org/W2808987896","https://openalex.org/W2890804331","https://openalex.org/W2898312686","https://openalex.org/W2921360003","https://openalex.org/W2951505541","https://openalex.org/W2969203023","https://openalex.org/W2991445381","https://openalex.org/W3001644812","https://openalex.org/W3002753472","https://openalex.org/W3003893586","https://openalex.org/W3013519488","https://openalex.org/W3082061074","https://openalex.org/W3092627636","https://openalex.org/W3151447393","https://openalex.org/W3165340512","https://openalex.org/W3174943146","https://openalex.org/W3179440054","https://openalex.org/W3195611151","https://openalex.org/W3209974803","https://openalex.org/W4200248639","https://openalex.org/W4220699115","https://openalex.org/W4225662015","https://openalex.org/W4286698540","https://openalex.org/W4323809192","https://openalex.org/W4379523769","https://openalex.org/W4385564206","https://openalex.org/W4399590615"],"related_works":["https://openalex.org/W6902951951","https://openalex.org/W2003470522","https://openalex.org/W4404000236","https://openalex.org/W4225374877","https://openalex.org/W2952348048","https://openalex.org/W4391052602","https://openalex.org/W3209974803","https://openalex.org/W4403861459","https://openalex.org/W2339629119","https://openalex.org/W2564714285"],"abstract_inverted_index":{"Context":[0],"Long-term":[1],"multi-environment":[2],"trials":[3,35],"(METs)":[4],"could":[5],"improve":[6],"genomic":[7,80,126],"prediction":[8,58,127,151,231,247],"models":[9,128],"for":[10,76,104,122,146,152,193,198,232,245,248],"plant":[11,107],"breeding":[12,90],"programs":[13,91],"by":[14,118],"better":[15],"representing":[16],"the":[17,42,52,93,142,238],"target":[18],"population":[19],"of":[20,44,51,69,112,187,221,240],"environments":[21,53],"(TPE).":[22],"However,":[23],"METs":[24,84],"are":[25,31],"generally":[26],"highly":[27,185],"unbalanced":[28],"because":[29],"genotypes":[30,113],"routinely":[32],"dropped":[33],"from":[34,85],"after":[36],"a":[37,57,100,241],"few":[38],"years.":[39],"Furthermore,":[40],"in":[41,56,79,92,114,125,173,177,189,217],"presence":[43],"genotype":[45],"\u00d7":[46],"environment":[47],"interaction":[48],"(GEI),":[49],"selection":[50],"to":[54,62,73,98,140,162],"include":[55],"set":[59],"becomes":[60],"critical":[61],"represent":[63],"specific":[64],"TPEs.":[65,218,233],"Aims":[66],"The":[67,110,180],"goals":[68],"this":[70],"study":[71],"were":[72,137,184,210,215],"compare":[74],"strategies":[75,121,136],"modelling":[77,243],"GEI":[78,124,133,170],"prediction,":[81],"using":[82,119],"large":[83,213,252],"oat":[86],"(Avena":[87],"sativa":[88],"L.)":[89],"Midwest":[94],"United":[95],"States,":[96],"and":[97,106,156,167,208,230],"develop":[99],"variety":[101,143],"decision":[102,144],"tool":[103,145],"farmers":[105],"breeders.":[108],"Methods":[109],"performance":[111,188,239],"TPEs":[115,159,249],"was":[116,171],"predicted":[117],"different":[120],"handling":[123,246],"including":[129],"systematic":[130],"and/or":[131],"random":[132],"components.":[134],"These":[135],"also":[138],"used":[139,216],"build":[141],"farmers.":[147],"Key":[148],"results":[149],"Genomic":[150],"unknown":[153],"genotypes,":[154],"locations":[155],"years":[157,183,195,199],"within":[158],"had":[160],"moderate":[161],"high":[163],"predictive":[164,186,205],"ability,":[165,206],"accuracy":[166,207],"reliability.":[168],"Modelling":[169],"beneficial":[172],"small,":[174],"but":[175,196],"not":[176,197],"large,":[178],"mega-environments.":[179],"latest":[181],"3":[182],"an":[190],"upcoming":[191],"year":[192],"most":[194],"with":[200],"unusual":[201],"weather":[202],"patterns.":[203],"High":[204],"reliability":[209],"obtained":[211],"when":[212,250],"datasets":[214,223],"Conclusions":[219],"Deployment":[220],"historical":[222,253],"can":[224],"be":[225],"accomplished":[226],"through":[227],"meaningful":[228],"delineation":[229],"Implications":[234],"We":[235],"have":[236],"shown":[237],"simple":[242],"strategy":[244],"deploying":[251],"datasets.":[254]},"counts_by_year":[{"year":2026,"cited_by_count":6},{"year":2025,"cited_by_count":5}],"updated_date":"2026-11-10T11:39:43.021295","created_date":"2024-05-02T00:00:00"}