{"id":"https://openalex.org/W2958403226","doi":"https://doi.org/10.2134/agronj2019.02.0135","title":"A Framework for Visualization and Analysis of Agronomic Field Trials from On\u2010Farm Research Networks","display_name":"A Framework for Visualization and Analysis of Agronomic Field Trials from On\u2010Farm Research Networks","publication_year":2019,"publication_date":"2019-07-16","ids":{"openalex":"https://openalex.org/W2958403226","doi":"https://doi.org/10.2134/agronj2019.02.0135","mag":"2958403226"},"language":"en","primary_location":{"id":"doi:10.2134/agronj2019.02.0135","doi":"https://doi.org/10.2134/agronj2019.02.0135","is_oa":true,"landing_page_url":"https://doi.org/10.2134/agronj2019.02.0135","pdf_url":"https://acsess.onlinelibrary.wiley.com/doi/pdfdirect/10.2134/agronj2019.02.0135","source":{"id":"https://openalex.org/S139950591","display_name":"Agronomy Journal","issn_l":"0002-1962","issn":["0002-1962","1072-9623","1435-0645"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-scientific","cwts-core","dongbi-c","jufo-1","ki-jl-1","norway-1","poland-100","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310320595","host_organization_name":"Wiley","host_organization_lineage":["https://openalex.org/P4310320595"],"host_organization_lineage_names":["Wiley"],"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":"Agronomy Journal","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://acsess.onlinelibrary.wiley.com/doi/pdfdirect/10.2134/agronj2019.02.0135","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5025280666","display_name":"Anabelle Laurent","orcid":"https://orcid.org/0000-0002-6154-0065","observed_orcids":["https://orcid.org/0000-0002-6154-0065"]},"institutions":[{"id":"https://openalex.org/I173911158","display_name":"Iowa State University","ror":"https://ror.org/04rswrd78","country_code":"US","type":"education","lineage":["https://openalex.org/I173911158"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Anabelle Laurent","raw_affiliation_strings":["Dep. of Agronomy, Iowa State Univ., Ames, IA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Dep. of Agronomy, Iowa State Univ., Ames, IA","institution_ids":["https://openalex.org/I173911158"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5075575451","display_name":"Peter Kyveryga","orcid":"https://orcid.org/0000-0001-8819-0889","observed_orcids":["https://orcid.org/0000-0001-8819-0889"]},"institutions":[{"id":"https://openalex.org/I4210165468","display_name":"Iowa Soybean Association","ror":"https://ror.org/05yk4yy03","country_code":"US","type":"nonprofit","lineage":["https://openalex.org/I4210165468"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Peter Kyveryga","raw_affiliation_strings":["Analytics, Iowa Soybean Association, Ankeny, IA, 50023"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Analytics, Iowa Soybean Association, Ankeny, IA, 50023","institution_ids":["https://openalex.org/I4210165468"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5018063298","display_name":"David Makowski","orcid":"https://orcid.org/0000-0001-6385-3703","observed_orcids":["https://orcid.org/0000-0001-6385-3703"]},"institutions":[{"id":"https://openalex.org/I131077856","display_name":"Centre de Coop\u00e9ration Internationale en Recherche Agronomique pour le D\u00e9veloppement","ror":"https://ror.org/05kpkpg04","country_code":"FR","type":"facility","lineage":["https://openalex.org/I131077856"]},{"id":"https://openalex.org/I4210103046","display_name":"CIRED","ror":"https://ror.org/01b436806","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I131077856","https://openalex.org/I142631665","https://openalex.org/I22248866","https://openalex.org/I277688954","https://openalex.org/I4210103046","https://openalex.org/I4210145102","https://openalex.org/I4210150854","https://openalex.org/I90669466"]},{"id":"https://openalex.org/I4387154544","display_name":"Institut National de la Recherche Agronomique","ror":"https://ror.org/01x3gbx83","country_code":"FR","type":"government","lineage":["https://openalex.org/I4210088668","https://openalex.org/I4387154544"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"David Makowski","raw_affiliation_strings":["Centre International de Recherche sur l'Environnement et le D\u00e9veloppement, CIRAD 45bis Avenue de la Belle Gabrielle, 94130 Nogent\u2010sur\u2010Marne France","INRA, UMR 211 Agronomie  F\u201078850 Thiverval\u2010Grignon France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Centre International de Recherche sur l'Environnement et le D\u00e9veloppement, CIRAD 45bis Avenue de la Belle Gabrielle, 94130 Nogent\u2010sur\u2010Marne France","institution_ids":["https://openalex.org/I131077856","https://openalex.org/I4210103046"]},{"raw_affiliation_string":"INRA, UMR 211 Agronomie  F\u201078850 Thiverval\u2010Grignon France","institution_ids":["https://openalex.org/I4387154544"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5087265245","display_name":"Fernando E. Miguez","orcid":"https://orcid.org/0000-0002-4627-8329","observed_orcids":["https://orcid.org/0000-0002-4627-8329"]},"institutions":[{"id":"https://openalex.org/I173911158","display_name":"Iowa State University","ror":"https://ror.org/04rswrd78","country_code":"US","type":"education","lineage":["https://openalex.org/I173911158"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Fernando Miguez","raw_affiliation_strings":["Dep. of Agronomy, Iowa State Univ., Ames, IA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Dep. of Agronomy, Iowa State Univ., Ames, IA","institution_ids":["https://openalex.org/I173911158"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5025280666"],"corresponding_institution_ids":["https://openalex.org/I173911158"],"apc_list":{"value":1800,"currency":"USD","value_usd":1800},"apc_paid":{"value":1800,"currency":"USD","value_usd":1800},"fwci":3.4645,"has_fulltext":true,"cited_by_count":43,"citation_normalized_percentile":{"value":0.91921761,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":88,"max":99},"biblio":{"volume":"111","issue":"6","first_page":"2712","last_page":"2723"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10616","display_name":"Smart Agriculture and AI","score":0.29420000314712524,"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/T10616","display_name":"Smart Agriculture and AI","score":0.29420000314712524,"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/T10243","display_name":"Statistical Methods and Bayesian Inference","score":0.1103999987244606,"subfield":{"id":"https://openalex.org/subfields/2613","display_name":"Statistics and Probability"},"field":{"id":"https://openalex.org/fields/26","display_name":"Mathematics"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T14137","display_name":"Agriculture, Soil, Plant Science","score":0.0877000018954277,"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/bayesian-hierarchical-model","display_name":"Bayesian hierarchical model","score":0.9919999837875366},{"id":"https://openalex.org/keywords/uncertainty-quantification","display_name":"uncertainty quantification","score":0.6949999928474426},{"id":"https://openalex.org/keywords/web-application","display_name":"web application","score":0.5889999866485596},{"id":"https://openalex.org/keywords/data-visualization","display_name":"data visualization","score":0.8740000128746033},{"id":"https://openalex.org/keywords/break-even-point","display_name":"break-even point","score":0.8379999995231628},{"id":"https://openalex.org/keywords/farm-level-decision-making","display_name":"farm-level decision making","score":0.7170000076293945},{"id":"https://openalex.org/keywords/data-analytics-framework","display_name":"data analytics framework","score":0.6100000143051147}],"concepts":[{"id":"https://openalex.org/C79158427","wikidata":"https://www.wikidata.org/wiki/Q485396","display_name":"Analytics","level":2,"score":0.6855520009994507},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5924921035766602},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.5573235154151917},{"id":"https://openalex.org/C36464697","wikidata":"https://www.wikidata.org/wiki/Q451553","display_name":"Visualization","level":2,"score":0.5531060099601746},{"id":"https://openalex.org/C33724603","wikidata":"https://www.wikidata.org/wiki/Q812540","display_name":"Bayesian network","level":2,"score":0.5352414846420288},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.5208059549331665},{"id":"https://openalex.org/C175801342","wikidata":"https://www.wikidata.org/wiki/Q1988917","display_name":"Data analysis","level":2,"score":0.519883394241333},{"id":"https://openalex.org/C172367668","wikidata":"https://www.wikidata.org/wiki/Q6504956","display_name":"Data visualization","level":3,"score":0.44645512104034424},{"id":"https://openalex.org/C1668388","wikidata":"https://www.wikidata.org/wiki/Q1149776","display_name":"Data management","level":2,"score":0.4369211792945862},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.32113850116729736},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.1515319049358368},{"id":"https://openalex.org/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","level":1,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.2134/agronj2019.02.0135","doi":"https://doi.org/10.2134/agronj2019.02.0135","is_oa":true,"landing_page_url":"https://doi.org/10.2134/agronj2019.02.0135","pdf_url":"https://acsess.onlinelibrary.wiley.com/doi/pdfdirect/10.2134/agronj2019.02.0135","source":{"id":"https://openalex.org/S139950591","display_name":"Agronomy Journal","issn_l":"0002-1962","issn":["0002-1962","1072-9623","1435-0645"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-scientific","cwts-core","dongbi-c","jufo-1","ki-jl-1","norway-1","poland-100","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310320595","host_organization_name":"Wiley","host_organization_lineage":["https://openalex.org/P4310320595"],"host_organization_lineage_names":["Wiley"],"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":"Agronomy Journal","raw_type":"journal-article"},{"id":"pmh:oai:HAL:hal-02866768v1","doi":null,"is_oa":true,"landing_page_url":"https://hal.inrae.fr/hal-02866768","pdf_url":"https://hal.inrae.fr/hal-02866768/document","source":{"id":"https://openalex.org/S4306402512","display_name":"HAL","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I4405252976","host_organization_name":"Centre pour la Communication Scientifique Directe","host_organization_lineage":["https://openalex.org/I4405252976"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nd","license_id":"https://openalex.org/licenses/cc-by-nd","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Agronomy Journal, 2019, 111 (6), pp.2712-2723. ⟨10.2134/agronj2019.02.0135⟩","raw_type":"info:eu-repo/semantics/article"}],"best_oa_location":{"id":"doi:10.2134/agronj2019.02.0135","doi":"https://doi.org/10.2134/agronj2019.02.0135","is_oa":true,"landing_page_url":"https://doi.org/10.2134/agronj2019.02.0135","pdf_url":"https://acsess.onlinelibrary.wiley.com/doi/pdfdirect/10.2134/agronj2019.02.0135","source":{"id":"https://openalex.org/S139950591","display_name":"Agronomy Journal","issn_l":"0002-1962","issn":["0002-1962","1072-9623","1435-0645"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-scientific","cwts-core","dongbi-c","jufo-1","ki-jl-1","norway-1","poland-100","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310320595","host_organization_name":"Wiley","host_organization_lineage":["https://openalex.org/P4310320595"],"host_organization_lineage_names":["Wiley"],"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":"Agronomy Journal","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.958299994468689,"display_name":"Zero hunger","id":"https://metadata.un.org/sdg/2"}],"study_designs":[],"awards":[{"id":"https://openalex.org/G2018490628","display_name":null,"funder_award_id":"ANR\u201011\u2010LABX\u20100034","funder_id":"https://openalex.org/F4320322364","funder_display_name":"Labex"},{"id":"https://openalex.org/G3024506935","display_name":"Idex Paris-Saclay","funder_award_id":"ANR-11-IDEX-0003","funder_id":"https://openalex.org/F4320320883","funder_display_name":"Agence Nationale de la Recherche"},{"id":"https://openalex.org/G5766087447","display_name":"Biodiversit\u00e9, Agro\u00e9cosyst\u00e8mes, Soci\u00e9t\u00e9, Climat","funder_award_id":"ANR-11-LABX-0034","funder_id":"https://openalex.org/F4320320883","funder_display_name":"Agence Nationale de la Recherche"}],"funders":[{"id":"https://openalex.org/F4320311090","display_name":"Iowa State University","ror":"https://ror.org/04rswrd78"},{"id":"https://openalex.org/F4320312806","display_name":"Iowa Soybean Association","ror":"https://ror.org/05yk4yy03"},{"id":"https://openalex.org/F4320320883","display_name":"Agence Nationale de la Recherche","ror":"https://ror.org/00rbzpz17"},{"id":"https://openalex.org/F4320322364","display_name":"Labex","ror":"https://ror.org/01cvsyf94"},{"id":"https://openalex.org/F4320333867","display_name":"Plant Sciences Institute, Iowa State University","ror":"https://ror.org/01xztc839"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2958403226.pdf","grobid_xml":"https://content.openalex.org/works/W2958403226.grobid-xml"},"referenced_works_count":32,"referenced_works":["https://openalex.org/W163459706","https://openalex.org/W644416351","https://openalex.org/W1496856705","https://openalex.org/W1605504889","https://openalex.org/W1611569621","https://openalex.org/W1964161725","https://openalex.org/W1974804030","https://openalex.org/W1976789612","https://openalex.org/W1991695297","https://openalex.org/W1998468774","https://openalex.org/W2023786405","https://openalex.org/W2024081693","https://openalex.org/W2030951345","https://openalex.org/W2033045294","https://openalex.org/W2055863690","https://openalex.org/W2064940065","https://openalex.org/W2077889257","https://openalex.org/W2083350339","https://openalex.org/W2118070609","https://openalex.org/W2123640245","https://openalex.org/W2129530525","https://openalex.org/W2134301617","https://openalex.org/W2144673831","https://openalex.org/W2174706075","https://openalex.org/W2237531005","https://openalex.org/W2314853926","https://openalex.org/W2792756227","https://openalex.org/W2804708268","https://openalex.org/W2899335097","https://openalex.org/W2899720802","https://openalex.org/W4241043241","https://openalex.org/W4399638148"],"related_works":["https://openalex.org/W7162806157","https://openalex.org/W3046485845","https://openalex.org/W3138833401","https://openalex.org/W2992704515","https://openalex.org/W2595675115","https://openalex.org/W7159768256","https://openalex.org/W2965828051","https://openalex.org/W6926007438","https://openalex.org/W4281808448","https://openalex.org/W4367603248"],"abstract_inverted_index":{"An":[0],"on\u2010farm":[1,191],"research":[2,192],"network":[3],"is":[4,17,31,85,108],"an":[5,20,70,109],"organization":[6],"of":[7,81,112,136,171,224],"farmers":[8],"that":[9,19,52,59,94,126],"conducts":[10],"agronomic":[11,134],"experiments":[12],"under":[13],"local":[14,154],"conditions.":[15],"It":[16],"common":[18,62],"elementary":[21],"statistical":[22],"analysis":[23,223],"be":[24,77,128,148],"conducted":[25],"for":[26,40,190],"individual":[27],"studies.":[28],"However,":[29],"there":[30],"unexplored":[32],"potential":[33],"in":[34,201],"detecting":[35],"yield":[36,202],"response":[37],"variability":[38],"patterns":[39],"better":[41],"decision":[42],"making.":[43],"We":[44,183],"developed":[45,119],"a":[46,61,122,178,185,219],"data\u2010analytics":[47,83,186],"framework":[48,84,187,217],"and":[49,64,101,120,156,169,188,211],"web\u2010application":[50,160,189],"program":[51],"allows":[53],"users":[54],"to":[55,87,97,130,143,166,176],"analyze":[56],"multiple":[57],"studies":[58],"use":[60],"protocol":[63],"can":[65,95,127],"identify":[66],"the":[67,91,132,151,174,199],"conditions":[68,155],"where":[69],"imposed":[71],"treatment":[72],"may":[73,75],"or":[74],"not":[76],"effective.":[78],"The":[79,159,204,216],"development":[80],"this":[82,115],"needed":[86],"improve":[88],"predictions":[89],"at":[90],"farm":[92],"level":[93],"lead":[96],"more":[98],"cost\u2010effective,":[99],"sustainable":[100],"environmentally":[102],"sound":[103],"agricultural":[104],"production.":[105],"Data":[106],"visualization":[107,164],"important":[110],"part":[111],"data\u2010analytics.":[113],"In":[114],"paper,":[116],"we":[117],"have":[118],"tested":[121],"Bayesian":[123,195],"hierarchical":[124,196],"model":[125,197,205],"used":[129],"assess":[131,207],"general":[133],"performance":[135],"different":[137],"management":[138,145,226],"practices.":[139,227],"Decision":[140],"making":[141],"related":[142],"new":[144],"practices":[146],"should":[147],"based":[149],"on":[150],"complete":[152],"evidence,":[153],"economic":[157,222],"considerations.":[158],"includes":[161],"dynamic":[162],"data":[163],"features":[165],"enhance":[167],"communication":[168],"sharing":[170],"information":[172],"with":[173],"goal":[175],"reach":[177],"broader":[179],"audience.":[180],"Core":[181],"Ideas":[182],"develop":[184],"trials.":[193],"A":[194],"quantifies":[198],"uncertainty":[200],"response.":[203],"helps":[206],"alternative":[208,225],"practices,":[209],"products,":[210],"technologies":[212],"among":[213],"trial":[214],"locations.":[215],"provides":[218],"reactive":[220],"break\u2010even":[221]},"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":9},{"year":2024,"cited_by_count":8},{"year":2023,"cited_by_count":4},{"year":2022,"cited_by_count":5},{"year":2021,"cited_by_count":6},{"year":2020,"cited_by_count":7},{"year":2019,"cited_by_count":1}],"updated_date":"2026-11-10T11:39:43.021295","created_date":"2019-07-23T00:00:00"}