{"id":"https://openalex.org/W2020697013","doi":"https://doi.org/10.2298/gensr1001079b","title":"Understanding and utilization of genotype-by-environment interaction in maize breeding","display_name":"Understanding and utilization of genotype-by-environment interaction in maize breeding","publication_year":2010,"publication_date":"2010-01-01","ids":{"openalex":"https://openalex.org/W2020697013","doi":"https://doi.org/10.2298/gensr1001079b","mag":"2020697013"},"language":"en","primary_location":{"id":"doi:10.2298/gensr1001079b","doi":"https://doi.org/10.2298/gensr1001079b","is_oa":true,"landing_page_url":"https://doi.org/10.2298/gensr1001079b","pdf_url":"http://www.doiserbia.nb.rs/ft.aspx?id=0534-00121001079B","source":{"id":"https://openalex.org/S4210171837","display_name":"Genetika","issn_l":"0534-0012","issn":["0534-0012","1820-6069"],"is_oa":true,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","jufo-1","poland-20","russia-white-list-4"],"host_organization":"https://openalex.org/P4310321594","host_organization_name":"Serbian Genetics Society","host_organization_lineage":["https://openalex.org/P4310321594"],"host_organization_lineage_names":["Serbian Genetics Society"],"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":"Genetika","raw_type":"journal-article"},"parent_works":[],"lineage":["https://openalex.org/W2020697013"],"child_works_count":0,"type":"article","is_traditional":true,"indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"diamond","oa_url":"http://www.doiserbia.nb.rs/ft.aspx?id=0534-00121001079B","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5028154279","display_name":"Vojka Babi\u0107","orcid":"https://orcid.org/0000-0002-2719-1260","observed_orcids":["https://orcid.org/0000-0002-2719-1260"]},"institutions":[{"id":"https://openalex.org/I4210143963","display_name":"Maize Research Institute Zemun Polje","ror":"https://ror.org/04bjtj194","country_code":"RS","type":"facility","lineage":["https://openalex.org/I4210143963"]}],"countries":["RS"],"is_corresponding":false,"raw_author_name":"Vojka Babic","raw_affiliation_strings":["Institut za kukuruz 'Zemun Polje', Beograd"],"raw_orcid":"https://orcid.org/0000-0002-2719-1260","affiliations":[{"raw_affiliation_string":"Institut za kukuruz 'Zemun Polje', Beograd","institution_ids":["https://openalex.org/I4210143963"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5068847169","display_name":"Milosav Babi\u0107","orcid":"https://orcid.org/0000-0003-3123-6246","observed_orcids":["https://orcid.org/0000-0003-3123-6246"]},"institutions":[{"id":"https://openalex.org/I4210143963","display_name":"Maize Research Institute Zemun Polje","ror":"https://ror.org/04bjtj194","country_code":"RS","type":"facility","lineage":["https://openalex.org/I4210143963"]}],"countries":["RS"],"is_corresponding":false,"raw_author_name":"Milosav Babic","raw_affiliation_strings":["Institut za kukuruz 'Zemun Polje', Beograd"],"raw_orcid":"https://orcid.org/0000-0003-3123-6246","affiliations":[{"raw_affiliation_string":"Institut za kukuruz 'Zemun Polje', Beograd","institution_ids":["https://openalex.org/I4210143963"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5112391674","display_name":"Mile Ivanovi\u0107","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I4210090643","display_name":"Institute of Field and Vegetable Crops","ror":"https://ror.org/008szy192","country_code":"RS","type":"facility","lineage":["https://openalex.org/I4210090643"]}],"countries":["RS"],"is_corresponding":false,"raw_author_name":"Mile Ivanovic","raw_affiliation_strings":["Institut za ratarstvo i povrtarstvo, Novi Sad"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institut za ratarstvo i povrtarstvo, Novi Sad","institution_ids":["https://openalex.org/I4210090643"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5040531859","display_name":"Marija Kraljevi\u0107-Balali\u0107","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Marija Kraljevic-Balalic","raw_affiliation_strings":["Poljoprivredni fakultet, Novi Sad"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Poljoprivredni fakultet, Novi Sad","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100912378","display_name":"Miodrag Dimitrijevi\u0107","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Miodrag Dimitrijevic","raw_affiliation_strings":["Poljoprivredni fakultet, Novi Sad"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Poljoprivredni fakultet, Novi Sad","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.1365,"has_fulltext":true,"cited_by_count":20,"citation_normalized_percentile":{"value":0.78998752,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":88,"max":97},"biblio":{"volume":"42","issue":"1","first_page":"79","last_page":"90"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11229","display_name":"Genetics and Plant Breeding","score":0.9990000128746033,"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":0.9990000128746033,"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/T12310","display_name":"Crop Yield and Soil Fertility","score":0.0005000000237487257,"subfield":{"id":"https://openalex.org/subfields/1102","display_name":"Agronomy and Crop 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/T13628","display_name":"Agricultural Productivity and Crop Improvement","score":0.0,"subfield":{"id":"https://openalex.org/subfields/1102","display_name":"Agronomy and Crop 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/gene-environment-interaction","display_name":"gene-environment interaction","score":0.9860000014305115},{"id":"https://openalex.org/keywords/maize-breeding","display_name":"maize breeding","score":0.9779999852180481},{"id":"https://openalex.org/keywords/maize-hybrids","display_name":"maize hybrids","score":0.8820000290870667},{"id":"https://openalex.org/keywords/yield-prediction","display_name":"yield prediction","score":0.6050000190734863},{"id":"https://openalex.org/keywords/yield-stability","display_name":"yield stability","score":0.7319999933242798},{"id":"https://openalex.org/keywords/multi-environment-trials","display_name":"multi-environment trials","score":0.843999981880188},{"id":"https://openalex.org/keywords/ammi-model","display_name":"AMMI model","score":0.8679999709129333},{"id":"https://openalex.org/keywords/principal-component-analysis","display_name":"principal component analysis","score":0.6809999942779541},{"id":"https://openalex.org/keywords/clustering","display_name":"clustering","score":0.9409999847412109},{"id":"https://openalex.org/keywords/growing-season-length","display_name":"growing season length","score":0.9319999814033508},{"id":"https://openalex.org/keywords/precipitation","display_name":"precipitation","score":0.7139999866485596},{"id":"https://openalex.org/keywords/biplot","display_name":"biplot","score":0.5360000133514404}],"concepts":[{"id":"https://openalex.org/C2779278562","wikidata":"https://www.wikidata.org/wiki/Q2356589","display_name":"Ammi","level":5,"score":0.922351598739624},{"id":"https://openalex.org/C855514","wikidata":"https://www.wikidata.org/wiki/Q1665869","display_name":"Interaction","level":2,"score":0.7713479995727539},{"id":"https://openalex.org/C28662235","wikidata":"https://www.wikidata.org/wiki/Q6736213","display_name":"Main effect","level":2,"score":0.7171757221221924},{"id":"https://openalex.org/C130947863","wikidata":"https://www.wikidata.org/wiki/Q5533121","display_name":"Gene\u2013environment interaction","level":4,"score":0.666084349155426},{"id":"https://openalex.org/C27438332","wikidata":"https://www.wikidata.org/wiki/Q2873","display_name":"Principal component analysis","level":2,"score":0.5596814155578613},{"id":"https://openalex.org/C118483189","wikidata":"https://www.wikidata.org/wiki/Q4915468","display_name":"Biplot","level":4,"score":0.5118061900138855},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.484009712934494},{"id":"https://openalex.org/C49847556","wikidata":"https://www.wikidata.org/wiki/Q3964631","display_name":"Explained sum of squares","level":2,"score":0.4462076723575592},{"id":"https://openalex.org/C42812","wikidata":"https://www.wikidata.org/wiki/Q1082910","display_name":"Partition (number theory)","level":2,"score":0.433488667011261},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.4220297932624817},{"id":"https://openalex.org/C6557445","wikidata":"https://www.wikidata.org/wiki/Q173113","display_name":"Agronomy","level":1,"score":0.352677583694458},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.3217742145061493},{"id":"https://openalex.org/C135763542","wikidata":"https://www.wikidata.org/wiki/Q106016","display_name":"Genotype","level":3,"score":0.31184321641921997},{"id":"https://openalex.org/C54355233","wikidata":"https://www.wikidata.org/wiki/Q7162","display_name":"Genetics","level":1,"score":0.07658171653747559},{"id":"https://openalex.org/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","level":1,"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":"doi:10.2298/gensr1001079b","doi":"https://doi.org/10.2298/gensr1001079b","is_oa":true,"landing_page_url":"https://doi.org/10.2298/gensr1001079b","pdf_url":"http://www.doiserbia.nb.rs/ft.aspx?id=0534-00121001079B","source":{"id":"https://openalex.org/S4210171837","display_name":"Genetika","issn_l":"0534-0012","issn":["0534-0012","1820-6069"],"is_oa":true,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","jufo-1","poland-20","russia-white-list-4"],"host_organization":"https://openalex.org/P4310321594","host_organization_name":"Serbian Genetics Society","host_organization_lineage":["https://openalex.org/P4310321594"],"host_organization_lineage_names":["Serbian Genetics Society"],"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":"Genetika","raw_type":"journal-article"},{"id":"pmh:oai:fiver.ifvcns.rs:123456789/820","doi":null,"is_oa":true,"landing_page_url":"http://fiver.ifvcns.rs/handle/123456789/820","pdf_url":null,"source":{"id":"https://openalex.org/S4306402550","display_name":"FiVeR (Institute of Field and Vegetable Crops, Novi Sad, Serbia)","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":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Genetika-Belgrade","raw_type":"article"},{"id":"pmh:oai:rik.mrizp.rs:123456789/309","doi":null,"is_oa":true,"landing_page_url":"http://rik.mrizp.rs/handle/123456789/309","pdf_url":null,"source":{"id":"https://openalex.org/S4306402522","display_name":"RIK (Maize Research Institute Zemun Polje (Belgrade, Serbia))","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I4210143963","host_organization_name":"Maize Research Institute Zemun Polje","host_organization_lineage":["https://openalex.org/I4210143963"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Genetika","raw_type":"article"}],"best_oa_location":{"id":"doi:10.2298/gensr1001079b","doi":"https://doi.org/10.2298/gensr1001079b","is_oa":true,"landing_page_url":"https://doi.org/10.2298/gensr1001079b","pdf_url":"http://www.doiserbia.nb.rs/ft.aspx?id=0534-00121001079B","source":{"id":"https://openalex.org/S4210171837","display_name":"Genetika","issn_l":"0534-0012","issn":["0534-0012","1820-6069"],"is_oa":true,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","jufo-1","poland-20","russia-white-list-4"],"host_organization":"https://openalex.org/P4310321594","host_organization_name":"Serbian Genetics Society","host_organization_lineage":["https://openalex.org/P4310321594"],"host_organization_lineage_names":["Serbian Genetics Society"],"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":"Genetika","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/2","display_name":"Zero hunger","score":0.991100013256073}],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2020697013.pdf","grobid_xml":"https://content.openalex.org/works/W2020697013.grobid-xml"},"referenced_works_count":11,"referenced_works":["https://openalex.org/W1489225408","https://openalex.org/W1971928109","https://openalex.org/W1986037157","https://openalex.org/W1999106449","https://openalex.org/W2001268267","https://openalex.org/W2001888653","https://openalex.org/W2002870274","https://openalex.org/W2025560344","https://openalex.org/W2051816248","https://openalex.org/W2123625597","https://openalex.org/W2130968350"],"related_works":["https://openalex.org/W4401421730","https://openalex.org/W308029038","https://openalex.org/W2104370686","https://openalex.org/W3133669764","https://openalex.org/W1974949406","https://openalex.org/W2898523382","https://openalex.org/W2914912598","https://openalex.org/W6930553373","https://openalex.org/W1584558494","https://openalex.org/W2460341693"],"abstract_inverted_index":{"Due":[0],"to":[1,35,39,50,64,109,122,126,176,185,237,247],"the":[2,7,22,41,44,57,70,73,86,89,92,112,120,124,128,143,147,158,165,178,203,211,214,218,231,238,241,248,252,261,272,275],"interaction":[3,90,113,125,144,159,179,212],"and":[4,20,38,53,63,96,104,154,192,199,202,246],"noise":[5],"in":[6,17,21,56,131,139,146,181,183,230,244,255,265,271],"experiments,":[8],"yield":[9,42,83,130],"trails":[10],"for":[11,69,76],"studying":[12],"varieties":[13],"are":[14,107,235,264],"carried":[15],"out":[16],"numerous":[18],"locations":[19],"course":[23],"of":[24,28,46,59,72,88,102,111,150,168,189,210,227,240,258,274],"several":[25],"years.":[26],"Data":[27],"such":[29],"trials":[30,116],"have":[31],"three":[32],"principle":[33],"tasks:":[34],"evaluate":[36],"precisely":[37],"predict":[40],"on":[43],"basis":[45],"limited":[47],"experimental":[48],"data;":[49],"determine":[51],"stability":[52],"explain":[54],"variability":[55],"response":[58],"genotypes":[60,155,245],"across":[61],"locations;":[62],"be":[65],"a":[66,99,174,225],"good":[67],"guide":[68],"selection":[71],"best":[74],"genotype":[75],"sowing":[77],"under":[78],"new":[79],"agroecological":[80],"conditions.":[81],"The":[82,208],"prediction":[84],"without":[85],"inclusion":[87],"with":[91,117,119,152,156,268],"environments":[93,191],"is":[94],"incomplete":[95],"imprecise.":[97],"Therefore,":[98],"great":[100],"deal":[101],"breeding":[103],"agronomic":[105],"studies":[106],"devoted":[108],"observing":[110],"via":[114],"multilocation":[115],"replicates":[118],"aim":[121],"use":[123],"obtain":[127],"maximum":[129],"any":[132],"environment.":[133],"Fifteen":[134],"maize":[135],"hybrids":[136],"were":[137,206],"analyzed":[138],"24":[140],"environments.":[141,256],"As":[142],"participates":[145],"total":[148],"sum":[149,250],"squares":[151],"6%,":[153],"2%,":[157],"deserves":[160],"observations":[161],"more":[162],"detailed":[163],"than":[164],"classical":[166],"analysis":[167,205,220,263],"variance":[169],"(ANOVA)":[170],"provides":[171],"it.":[172],"With":[173],"view":[175],"observe":[177],"effect":[180],"detail":[182],"order":[184],"prove":[186],"better":[187],"understanding":[188],"genotypes,":[190],"their":[193],"interactions":[194],"AMMI":[195],"(Additive":[196],"Main":[197],"Effect":[198],"Multiplicative":[200],"Interaction)":[201],"cluster":[204,262],"applied.":[207],"partition":[209],"into":[213],"principal":[215],"components":[216],"by":[217,260],"PCA":[219],"(Principal":[221],"Components":[222],"Analysis)":[223],"revealed":[224],"part":[226],"systematic":[228],"variations":[229,234],"interaction.":[232],"These":[233],"attributed":[236],"length":[239],"growing":[242,253],"season":[243,254],"precipitation":[249],"during":[251],"Results":[257],"grouping":[259,269],"high":[266],"accordance":[267],"observed":[270],"biplot":[273],"AMMI1":[276],"model.":[277]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":2},{"year":2019,"cited_by_count":2},{"year":2017,"cited_by_count":1},{"year":2016,"cited_by_count":2},{"year":2015,"cited_by_count":1},{"year":2014,"cited_by_count":3},{"year":2013,"cited_by_count":3}],"updated_date":"2026-11-14T11:04:58.165337","created_date":"2016-06-24T00:00:00"}