{"id":"https://openalex.org/W4394290337","doi":"https://doi.org/10.6084/m9.figshare.20038522","title":"Environmental stratification and genotype recommendation toward the soybean ideotype: a Bayesian approach","display_name":"Environmental stratification and genotype recommendation toward the soybean ideotype: a Bayesian approach","publication_year":2022,"publication_date":"2022-01-01","ids":{"openalex":"https://openalex.org/W4394290337","doi":"https://doi.org/10.6084/m9.figshare.20038522"},"language":"en","primary_location":{"id":"pmh:oai:figshare.com:article/20038522","doi":null,"is_oa":true,"landing_page_url":"https://figshare.com/articles/dataset/Environmental_stratification_and_genotype_recommendation_toward_the_soybean_ideotype_a_Bayesian_approach/20038522","pdf_url":null,"source":{"id":"https://openalex.org/S4377196282","display_name":"Figshare","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I4210132348","host_organization_name":"Figshare (United Kingdom)","host_organization_lineage":["https://openalex.org/I4210132348"],"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":"","raw_type":"Dataset"},"volume":null,"type":"dataset","is_traditional":false,"indexed_in":["datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://figshare.com/articles/dataset/Environmental_stratification_and_genotype_recommendation_toward_the_soybean_ideotype_a_Bayesian_approach/20038522","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5023274167","display_name":"Jeniffer Santana Pinto Coelho Evangelista","orcid":"https://orcid.org/0000-0001-8820-0434","observed_orcids":["https://orcid.org/0000-0001-8820-0434"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Evangelista, Jeniffer Santana Pinto Coelho","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5000741270","display_name":"Marco Ant\u00f4nio Peixoto","orcid":"https://orcid.org/0000-0003-0564-7068","observed_orcids":["https://orcid.org/0000-0003-0564-7068","https://orcid.org/0000-0002-2178-4196"]},"institutions":[{"id":"https://openalex.org/I146165071","display_name":"Universidade Federal de Vi\u00e7osa","ror":"https://ror.org/0409dgb37","country_code":"BR","type":"education","lineage":["https://openalex.org/I146165071"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Peixoto, Marco Ant\u00f4nio","raw_affiliation_strings":["Universidade Federal de Vi\u00e7osa"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Universidade Federal de Vi\u00e7osa","institution_ids":["https://openalex.org/I146165071"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5003762018","display_name":"Igor Ferreira Coelho","orcid":"https://orcid.org/0000-0003-0650-5416","observed_orcids":["https://orcid.org/0000-0003-0650-5416"]},"institutions":[{"id":"https://openalex.org/I146165071","display_name":"Universidade Federal de Vi\u00e7osa","ror":"https://ror.org/0409dgb37","country_code":"BR","type":"education","lineage":["https://openalex.org/I146165071"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Coelho, Igor Ferreira","raw_affiliation_strings":["Universidade Federal de Vi\u00e7osa"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Universidade Federal de Vi\u00e7osa","institution_ids":["https://openalex.org/I146165071"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5026467677","display_name":"Rodrigo Silva Alves","orcid":"https://orcid.org/0000-0002-3038-6210","observed_orcids":["https://orcid.org/0000-0002-3038-6210"]},"institutions":[{"id":"https://openalex.org/I1315085146","display_name":"Universidade Federal de Lavras","ror":"https://ror.org/0122bmm03","country_code":"BR","type":"education","lineage":["https://openalex.org/I1315085146"]},{"id":"https://openalex.org/I146165071","display_name":"Universidade Federal de Vi\u00e7osa","ror":"https://ror.org/0409dgb37","country_code":"BR","type":"education","lineage":["https://openalex.org/I146165071"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Alves, Rodrigo Silva","raw_affiliation_strings":["Universidade Federal de Vi\u00e7osa","Federal University of Lavras"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Universidade Federal de Vi\u00e7osa","institution_ids":["https://openalex.org/I146165071"]},{"raw_affiliation_string":"Federal University of Lavras","institution_ids":["https://openalex.org/I1315085146"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5003774720","display_name":"Fabyano Fonseca e Silva","orcid":"https://orcid.org/0000-0001-9536-1113","observed_orcids":["https://orcid.org/0000-0001-9536-1113"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Silva, Fabyano Fonseca e","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5003667846","display_name":"Marcos Deon Vilela de Resende","orcid":"https://orcid.org/0000-0002-3087-3588","observed_orcids":["https://orcid.org/0000-0002-3087-3588"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Resende, Marcos Deon Vilela de","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5055868846","display_name":"Felipe Lopes da Silva","orcid":"https://orcid.org/0000-0001-9866-9615","observed_orcids":["https://orcid.org/0000-0001-9866-9615"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Silva, Felipe Lopes da","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5076204512","display_name":"Leonardo Lopes Bhering","orcid":"https://orcid.org/0000-0002-6072-0996","observed_orcids":["https://orcid.org/0000-0002-6072-0996"]},"institutions":[{"id":"https://openalex.org/I146165071","display_name":"Universidade Federal de Vi\u00e7osa","ror":"https://ror.org/0409dgb37","country_code":"BR","type":"education","lineage":["https://openalex.org/I146165071"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Bhering, Leonardo Lopes","raw_affiliation_strings":["Universidade Federal de Vi\u00e7osa"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Universidade Federal de Vi\u00e7osa","institution_ids":["https://openalex.org/I146165071"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"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":0.9804999828338623,"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":0.9804999828338623,"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":0.009999999776482582,"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/T12571","display_name":"Soybean genetics and cultivation","score":0.006000000052154064,"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/soybean","display_name":"soybean","score":0.8349999785423279},{"id":"https://openalex.org/keywords/gene-environment-interaction","display_name":"gene-environment interaction","score":0.968999981880188},{"id":"https://openalex.org/keywords/environmental-stratification","display_name":"environmental stratification","score":0.9580000042915344},{"id":"https://openalex.org/keywords/ideotype","display_name":"ideotype","score":0.7609999775886536},{"id":"https://openalex.org/keywords/genotype-recommendation","display_name":"genotype recommendation","score":0.8349999785423279},{"id":"https://openalex.org/keywords/grain-yield","display_name":"grain yield","score":0.7070000171661377},{"id":"https://openalex.org/keywords/indirect-selection","display_name":"indirect selection","score":0.7099999785423279},{"id":"https://openalex.org/keywords/genetic-gain","display_name":"genetic gain","score":0.9129999876022339},{"id":"https://openalex.org/keywords/bayesian-mcmc","display_name":"Bayesian MCMC","score":0.5550000071525574},{"id":"https://openalex.org/keywords/factor-analysis","display_name":"factor analysis","score":0.75},{"id":"https://openalex.org/keywords/soybean-breeding","display_name":"soybean breeding","score":0.6359999775886536}],"concepts":[{"id":"https://openalex.org/C2777350813","wikidata":"https://www.wikidata.org/wiki/Q5988526","display_name":"Ideotype","level":3,"score":0.8556118011474609},{"id":"https://openalex.org/C107673813","wikidata":"https://www.wikidata.org/wiki/Q812534","display_name":"Bayesian probability","level":2,"score":0.6701633930206299},{"id":"https://openalex.org/C135763542","wikidata":"https://www.wikidata.org/wiki/Q106016","display_name":"Genotype","level":3,"score":0.5187628269195557},{"id":"https://openalex.org/C192943249","wikidata":"https://www.wikidata.org/wiki/Q1893382","display_name":"Stratification (seeds)","level":5,"score":0.4973011314868927},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.3899652659893036},{"id":"https://openalex.org/C149782125","wikidata":"https://www.wikidata.org/wiki/Q160039","display_name":"Econometrics","level":1,"score":0.35657423734664917},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.2821398079395294},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.22340518236160278},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.2113414704799652},{"id":"https://openalex.org/C97137747","wikidata":"https://www.wikidata.org/wiki/Q38112","display_name":"Forestry","level":1,"score":0.20186960697174072},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.1877308189868927},{"id":"https://openalex.org/C144027150","wikidata":"https://www.wikidata.org/wiki/Q48803","display_name":"Horticulture","level":1,"score":0.16046610474586487},{"id":"https://openalex.org/C54355233","wikidata":"https://www.wikidata.org/wiki/Q7162","display_name":"Genetics","level":1,"score":0.09998899698257446},{"id":"https://openalex.org/C137580998","wikidata":"https://www.wikidata.org/wiki/Q235352","display_name":"Crop","level":2,"score":0.0},{"id":"https://openalex.org/C88548481","wikidata":"https://www.wikidata.org/wiki/Q2397491","display_name":"Seed dormancy","level":4,"score":0.0},{"id":"https://openalex.org/C3527866","wikidata":"https://www.wikidata.org/wiki/Q162267","display_name":"Dormancy","level":3,"score":0.0},{"id":"https://openalex.org/C100701293","wikidata":"https://www.wikidata.org/wiki/Q193838","display_name":"Germination","level":2,"score":0.0},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"pmh:oai:figshare.com:article/20038522","doi":null,"is_oa":true,"landing_page_url":"https://figshare.com/articles/dataset/Environmental_stratification_and_genotype_recommendation_toward_the_soybean_ideotype_a_Bayesian_approach/20038522","pdf_url":null,"source":{"id":"https://openalex.org/S4377196282","display_name":"Figshare","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I4210132348","host_organization_name":"Figshare (United Kingdom)","host_organization_lineage":["https://openalex.org/I4210132348"],"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":"","raw_type":"Dataset"},{"id":"doi:10.6084/m9.figshare.20038522","doi":"https://doi.org/10.6084/m9.figshare.20038522","is_oa":true,"landing_page_url":"https://doi.org/10.6084/m9.figshare.20038522","pdf_url":null,"source":{"id":"https://openalex.org/S4377196282","display_name":"Figshare","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I4210132348","host_organization_name":"Figshare (United Kingdom)","host_organization_lineage":["https://openalex.org/I4210132348"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Dataset"},{"id":"doi:10.6084/m9.figshare.20038522.v1","doi":"https://doi.org/10.6084/m9.figshare.20038522.v1","is_oa":true,"landing_page_url":"https://doi.org/10.6084/m9.figshare.20038522.v1","pdf_url":null,"source":{"id":"https://openalex.org/S4377196282","display_name":"Figshare","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I4210132348","host_organization_name":"Figshare (United Kingdom)","host_organization_lineage":["https://openalex.org/I4210132348"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Dataset"}],"best_oa_location":{"id":"pmh:oai:figshare.com:article/20038522","doi":null,"is_oa":true,"landing_page_url":"https://figshare.com/articles/dataset/Environmental_stratification_and_genotype_recommendation_toward_the_soybean_ideotype_a_Bayesian_approach/20038522","pdf_url":null,"source":{"id":"https://openalex.org/S4377196282","display_name":"Figshare","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I4210132348","host_organization_name":"Figshare (United Kingdom)","host_organization_lineage":["https://openalex.org/I4210132348"],"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":"","raw_type":"Dataset"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/2","display_name":"Zero hunger","score":0.958299994468689}],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W2735450595","https://openalex.org/W4412365145","https://openalex.org/W7120778205","https://openalex.org/W3095524855","https://openalex.org/W1997726572","https://openalex.org/W4386706805","https://openalex.org/W3167675419","https://openalex.org/W4394404020","https://openalex.org/W7223145030","https://openalex.org/W7120356523"],"abstract_inverted_index":{"Abstract":[0],"The":[1,104,115,122],"genotype":[2],"\u00d7":[3],"environment":[4],"(G\u00d7E)":[5],"interaction":[6],"plays":[7],"an":[8],"essential":[9],"role":[10],"in":[11,19,64,143],"phenotypic":[12],"expression":[13],"and":[14,38,45,77,92,112],"can":[15,139],"lead":[16],"to":[17],"difficulties":[18],"genotypes":[20,51,62,97],"recommendation.":[21,52],"Thus,":[22,131],"the":[23,31,93,101,107,136],"objectives":[24],"of":[25,95,109],"this":[26,54],"study":[27],"were:":[28],"i)":[29],"propose":[30],"Multi-Environment":[32],"Index":[33],"Based":[34],"on":[35],"Factor":[36],"Analysis":[37],"Ideotype-Design/Markov":[39],"Chain":[40],"Monte":[41],"Carlo":[42],"(FAI/MCMC":[43],"index),":[44],"ii)":[46],"apply":[47],"it":[48],"for":[49,67],"soybean":[50,61,96,144],"To":[53],"end,":[55],"a":[56],"data":[57],"set":[58],"with":[59],"30":[60],"evaluated":[63],"10":[65],"environments":[66,116],"grain":[68],"yield":[69],"trait":[70],"was":[71,87,98,129],"used.":[72],"Variance":[73],"components,":[74],"genetic":[75,78,124],"parameters":[76],"values":[79],"were":[80,117],"estimated":[81],"through":[82],"MCMC":[83],"algorithm.":[84],"Environmental":[85],"stratification":[86],"conducted":[88],"by":[89],"factor":[90],"analyses":[91],"selection":[94,128],"performed":[99],"using":[100],"FAI/MCMC":[102,137],"index.":[103],"results":[105,133],"indicated":[106],"existence":[108],"genotypic":[110],"variability":[111],"G\u00d7E":[113],"interaction.":[114],"grouped":[118],"into":[119],"three":[120],"factors.":[121],"predicted":[123],"gains":[125],"from":[126],"indirect":[127],"4.81%.":[130],"our":[132],"suggest":[134],"that":[135],"index":[138],"be":[140],"successfully":[141],"used":[142],"breeding.":[145]},"counts_by_year":[],"updated_date":"2026-10-08T09:06:37.294493","created_date":"2024-04-08T00:00:00"}