{"id":"https://openalex.org/W4282542634","doi":"https://doi.org/10.3390/rs14122732","title":"Combining Disease Mechanism and Machine Learning to Predict Wheat Fusarium Head Blight","display_name":"Combining Disease Mechanism and Machine Learning to Predict Wheat Fusarium Head Blight","publication_year":2022,"publication_date":"2022-06-07","ids":{"openalex":"https://openalex.org/W4282542634","doi":"https://doi.org/10.3390/rs14122732"},"language":"en","primary_location":{"id":"doi:10.3390/rs14122732","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs14122732","pdf_url":"https://www.mdpi.com/2072-4292/14/12/2732/pdf?version=1654601044","source":{"id":"https://openalex.org/S43295729","display_name":"Remote Sensing","issn_l":"2072-4292","issn":["2072-4292"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Remote Sensing","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/2072-4292/14/12/2732/pdf?version=1654601044","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5100386293","display_name":"Lu Li","orcid":"https://orcid.org/0000-0001-7225-6572"},"institutions":[{"id":"https://openalex.org/I96852419","display_name":"Capital Normal University","ror":"https://ror.org/005edt527","country_code":"CN","type":"education","lineage":["https://openalex.org/I96852419"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lu Li","raw_affiliation_strings":["School of Mathematical Sciences, Capital Normal University, Beijing 100048, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Mathematical Sciences, Capital Normal University, Beijing 100048, China","institution_ids":["https://openalex.org/I96852419"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5057149005","display_name":"Yingying Dong","orcid":"https://orcid.org/0000-0002-2865-5020"},"institutions":[{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"government","lineage":["https://openalex.org/I19820366"]},{"id":"https://openalex.org/I4210137199","display_name":"Aerospace Information Research Institute","ror":"https://ror.org/0419fj215","country_code":"CN","type":"education","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210137199"]},{"id":"https://openalex.org/I4210165038","display_name":"University of Chinese Academy of Sciences","ror":"https://ror.org/05qbk4x57","country_code":"CN","type":"education","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210165038"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Yingying Dong","raw_affiliation_strings":["Key Laboratory of Digital Earth Science, Aerospace Information Research Institute, Chinese Academy of Sciences, Beijing 100094, China","University of Chinese Academy of Sciences, Beijing 100049, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Key Laboratory of Digital Earth Science, Aerospace Information Research Institute, Chinese Academy of Sciences, Beijing 100094, China","institution_ids":["https://openalex.org/I4210137199","https://openalex.org/I19820366"]},{"raw_affiliation_string":"University of Chinese Academy of Sciences, Beijing 100049, China","institution_ids":["https://openalex.org/I4210165038"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5021271725","display_name":"Yingxin Xiao","orcid":null},"institutions":[{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"government","lineage":["https://openalex.org/I19820366"]},{"id":"https://openalex.org/I4210137199","display_name":"Aerospace Information Research Institute","ror":"https://ror.org/0419fj215","country_code":"CN","type":"education","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210137199"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yingxin Xiao","raw_affiliation_strings":["Key Laboratory of Digital Earth Science, Aerospace Information Research Institute, Chinese Academy of Sciences, Beijing 100094, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Key Laboratory of Digital Earth Science, Aerospace Information Research Institute, Chinese Academy of Sciences, Beijing 100094, China","institution_ids":["https://openalex.org/I4210137199","https://openalex.org/I19820366"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5014118419","display_name":"Linyi Liu","orcid":"https://orcid.org/0000-0003-4587-2489"},"institutions":[{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"government","lineage":["https://openalex.org/I19820366"]},{"id":"https://openalex.org/I4210137199","display_name":"Aerospace Information Research Institute","ror":"https://ror.org/0419fj215","country_code":"CN","type":"education","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210137199"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Linyi Liu","raw_affiliation_strings":["Key Laboratory of Digital Earth Science, Aerospace Information Research Institute, Chinese Academy of Sciences, Beijing 100094, China"],"raw_orcid":"https://orcid.org/0000-0003-4587-2489","affiliations":[{"raw_affiliation_string":"Key Laboratory of Digital Earth Science, Aerospace Information Research Institute, Chinese Academy of Sciences, Beijing 100094, China","institution_ids":["https://openalex.org/I4210137199","https://openalex.org/I19820366"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5038383323","display_name":"X. Zhao","orcid":"https://orcid.org/0000-0001-5146-8998"},"institutions":[{"id":"https://openalex.org/I96852419","display_name":"Capital Normal University","ror":"https://ror.org/005edt527","country_code":"CN","type":"education","lineage":["https://openalex.org/I96852419"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xing Zhao","raw_affiliation_strings":["School of Mathematical Sciences, Capital Normal University, Beijing 100048, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Mathematical Sciences, Capital Normal University, Beijing 100048, China","institution_ids":["https://openalex.org/I96852419"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5109619264","display_name":"Wenjiang Huang","orcid":"https://orcid.org/0000-0003-1710-8301"},"institutions":[{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"government","lineage":["https://openalex.org/I19820366"]},{"id":"https://openalex.org/I4210137199","display_name":"Aerospace Information Research Institute","ror":"https://ror.org/0419fj215","country_code":"CN","type":"education","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210137199"]},{"id":"https://openalex.org/I4210165038","display_name":"University of Chinese Academy of Sciences","ror":"https://ror.org/05qbk4x57","country_code":"CN","type":"education","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210165038"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wenjiang Huang","raw_affiliation_strings":["Key Laboratory of Digital Earth Science, Aerospace Information Research Institute, Chinese Academy of Sciences, Beijing 100094, China","Key Laboratory of Earth Observation of Hainan Province, Hainan Research Institute, Aerospace Information Research Institute, Chinese Academy of Sciences, Sanya 572029, China","University of Chinese Academy of Sciences, Beijing 100049, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Key Laboratory of Digital Earth Science, Aerospace Information Research Institute, Chinese Academy of Sciences, Beijing 100094, China","institution_ids":["https://openalex.org/I4210137199","https://openalex.org/I19820366"]},{"raw_affiliation_string":"Key Laboratory of Earth Observation of Hainan Province, Hainan Research Institute, Aerospace Information Research Institute, Chinese Academy of Sciences, Sanya 572029, China","institution_ids":["https://openalex.org/I4210137199","https://openalex.org/I19820366"]},{"raw_affiliation_string":"University of Chinese Academy of Sciences, Beijing 100049, China","institution_ids":["https://openalex.org/I4210165038"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5057149005"],"corresponding_institution_ids":["https://openalex.org/I19820366","https://openalex.org/I4210137199","https://openalex.org/I4210165038"],"apc_list":{"value":2500,"currency":"CHF","value_usd":2707},"apc_paid":{"value":2500,"currency":"CHF","value_usd":2707},"fwci":4.0165,"has_fulltext":false,"cited_by_count":21,"citation_normalized_percentile":{"value":0.93114476,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":"14","issue":"12","first_page":"2732","last_page":"2732"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10520","display_name":"Mycotoxins in Agriculture and Food","score":0.9988999962806702,"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/T10520","display_name":"Mycotoxins in Agriculture and Food","score":0.9988999962806702,"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/T11688","display_name":"Microbial infections and disease research","score":0.9940000176429749,"subfield":{"id":"https://openalex.org/subfields/2404","display_name":"Microbiology"},"field":{"id":"https://openalex.org/fields/24","display_name":"Immunology and Microbiology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T10825","display_name":"Plant Pathogens and Fungal Diseases","score":0.9907000064849854,"subfield":{"id":"https://openalex.org/subfields/1307","display_name":"Cell Biology"},"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/logistic-regression","display_name":"Logistic regression","score":0.688764750957489},{"id":"https://openalex.org/keywords/fusarium","display_name":"Fusarium","score":0.5759372115135193},{"id":"https://openalex.org/keywords/generalizability-theory","display_name":"Generalizability theory","score":0.5213567018508911},{"id":"https://openalex.org/keywords/predictive-modelling","display_name":"Predictive modelling","score":0.50870281457901},{"id":"https://openalex.org/keywords/stability","display_name":"Stability (learning theory)","score":0.5057761669158936},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.46437186002731323},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.4133000075817108},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4055303633213043},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.37480971217155457},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.20795956254005432},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.09107887744903564},{"id":"https://openalex.org/keywords/botany","display_name":"Botany","score":0.06267091631889343}],"concepts":[{"id":"https://openalex.org/C151956035","wikidata":"https://www.wikidata.org/wiki/Q1132755","display_name":"Logistic regression","level":2,"score":0.688764750957489},{"id":"https://openalex.org/C2778867309","wikidata":"https://www.wikidata.org/wiki/Q131672","display_name":"Fusarium","level":2,"score":0.5759372115135193},{"id":"https://openalex.org/C27158222","wikidata":"https://www.wikidata.org/wiki/Q5532422","display_name":"Generalizability theory","level":2,"score":0.5213567018508911},{"id":"https://openalex.org/C45804977","wikidata":"https://www.wikidata.org/wiki/Q7239673","display_name":"Predictive modelling","level":2,"score":0.50870281457901},{"id":"https://openalex.org/C112972136","wikidata":"https://www.wikidata.org/wiki/Q7595718","display_name":"Stability (learning theory)","level":2,"score":0.5057761669158936},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.46437186002731323},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.4133000075817108},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4055303633213043},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.37480971217155457},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.20795956254005432},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.09107887744903564},{"id":"https://openalex.org/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","level":1,"score":0.06267091631889343}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.3390/rs14122732","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs14122732","pdf_url":"https://www.mdpi.com/2072-4292/14/12/2732/pdf?version=1654601044","source":{"id":"https://openalex.org/S43295729","display_name":"Remote Sensing","issn_l":"2072-4292","issn":["2072-4292"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Remote Sensing","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:aee0450b437346329eea9d7319f93f65","is_oa":false,"landing_page_url":"https://doaj.org/article/aee0450b437346329eea9d7319f93f65","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Remote Sensing, Vol 14, Iss 12, p 2732 (2022)","raw_type":"article"},{"id":"pmh:oai:mdpi.com:/2072-4292/14/12/2732/","is_oa":true,"landing_page_url":"https://dx.doi.org/10.3390/rs14122732","pdf_url":null,"source":{"id":"https://openalex.org/S4306400947","display_name":"MDPI (MDPI AG)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210097602","host_organization_name":"Multidisciplinary Digital Publishing Institute (Switzerland)","host_organization_lineage":["https://openalex.org/I4210097602"],"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":"Remote Sensing; Volume 14; Issue 12; Pages: 2732","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.3390/rs14122732","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs14122732","pdf_url":"https://www.mdpi.com/2072-4292/14/12/2732/pdf?version=1654601044","source":{"id":"https://openalex.org/S43295729","display_name":"Remote Sensing","issn_l":"2072-4292","issn":["2072-4292"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Remote Sensing","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.6600000262260437,"id":"https://metadata.un.org/sdg/1","display_name":"No poverty"}],"awards":[{"id":"https://openalex.org/G2217603027","display_name":null,"funder_award_id":"2021YFE0194800","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G2438760166","display_name":null,"funder_award_id":"42071423","funder_id":"https://openalex.org/F4320335777","funder_display_name":"National Key Research and Development Program of China"},{"id":"https://openalex.org/G3810283429","display_name":null,"funder_award_id":"Z191100001119089","funder_id":"https://openalex.org/F4320335777","funder_display_name":"National Key Research and Development Program of China"},{"id":"https://openalex.org/G5862213184","display_name":null,"funder_award_id":"183611KYSB20200080","funder_id":"https://openalex.org/F4320335777","funder_display_name":"National Key Research and Development Program of China"},{"id":"https://openalex.org/G6029566870","display_name":null,"funder_award_id":"ANSO-CR-KP-2021-06","funder_id":"https://openalex.org/F4320335777","funder_display_name":"National Key Research and Development Program of China"},{"id":"https://openalex.org/G6485959331","display_name":null,"funder_award_id":"ANSO-CR-KP-2021-06","funder_id":"https://openalex.org/F4320332035","funder_display_name":"Alliance of International Science Organizations"},{"id":"https://openalex.org/G775825118","display_name":"\u533a\u57df\u5c0f\u9ea6\u8d64\u9709\u75c5\u9065\u611f\u52a8\u6001\u9884\u6d4b\u65b9\u6cd5\u7814\u7a76","funder_award_id":"42071423","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8050295578","display_name":null,"funder_award_id":"ANSO-CR-KP-2021-06","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8159975191","display_name":null,"funder_award_id":"Z191100001119089","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8232878621","display_name":null,"funder_award_id":"183611KYSB20200080","funder_id":"https://openalex.org/F4320323160","funder_display_name":"Bureau of International Cooperation, Chinese Academy of Sciences"},{"id":"https://openalex.org/G8907027212","display_name":null,"funder_award_id":"183611KYSB20200080","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G948319328","display_name":null,"funder_award_id":"2021YFE0194800","funder_id":"https://openalex.org/F4320335777","funder_display_name":"National Key Research and Development Program of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320323160","display_name":"Bureau of International Cooperation, Chinese Academy of Sciences","ror":"https://ror.org/01m909h91"},{"id":"https://openalex.org/F4320332035","display_name":"Alliance of International Science Organizations","ror":null},{"id":"https://openalex.org/F4320335777","display_name":"National Key Research and Development Program of China","ror":null}],"has_content":{"grobid_xml":false,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4282542634.pdf"},"referenced_works_count":61,"referenced_works":["https://openalex.org/W1802314291","https://openalex.org/W1964050442","https://openalex.org/W1981552604","https://openalex.org/W1982545135","https://openalex.org/W1983464201","https://openalex.org/W1994109434","https://openalex.org/W2029306476","https://openalex.org/W2053437313","https://openalex.org/W2061028411","https://openalex.org/W2067964504","https://openalex.org/W2068807235","https://openalex.org/W2070539022","https://openalex.org/W2116885858","https://openalex.org/W2129331902","https://openalex.org/W2132383899","https://openalex.org/W2137608957","https://openalex.org/W2154545984","https://openalex.org/W2330650686","https://openalex.org/W2514830628","https://openalex.org/W2531024673","https://openalex.org/W2566584811","https://openalex.org/W2586954078","https://openalex.org/W2606436201","https://openalex.org/W2752210844","https://openalex.org/W2767184665","https://openalex.org/W2819107377","https://openalex.org/W2889593075","https://openalex.org/W2941060043","https://openalex.org/W2945976633","https://openalex.org/W3003475327","https://openalex.org/W3006050125","https://openalex.org/W3008420030","https://openalex.org/W3012196029","https://openalex.org/W3012550271","https://openalex.org/W3025589451","https://openalex.org/W3026418923","https://openalex.org/W3028904157","https://openalex.org/W3036407082","https://openalex.org/W3089590590","https://openalex.org/W3097566126","https://openalex.org/W3104887532","https://openalex.org/W3111544046","https://openalex.org/W3111938789","https://openalex.org/W3120426666","https://openalex.org/W3132575986","https://openalex.org/W3151962877","https://openalex.org/W3168496760","https://openalex.org/W3191349376","https://openalex.org/W3202608626","https://openalex.org/W3203738044","https://openalex.org/W3210741146","https://openalex.org/W4205427760","https://openalex.org/W4212969676","https://openalex.org/W4220782789","https://openalex.org/W4221115757","https://openalex.org/W4221138941","https://openalex.org/W4223918474","https://openalex.org/W4226013668","https://openalex.org/W6777850675","https://openalex.org/W6796508488","https://openalex.org/W6809554458"],"related_works":["https://openalex.org/W2118717649","https://openalex.org/W410723623","https://openalex.org/W2413243053","https://openalex.org/W2015341305","https://openalex.org/W4225593417","https://openalex.org/W2035068594","https://openalex.org/W2573498121","https://openalex.org/W3022298670","https://openalex.org/W3147115604","https://openalex.org/W4385216705"],"abstract_inverted_index":{"Wheat":[0,122],"Fusarium":[1],"head":[2],"blight":[3],"(FHB)":[4],"can":[5],"be":[6],"effectively":[7],"controlled":[8],"through":[9],"prediction.":[10],"To":[11],"address":[12],"the":[13,63,67,74,86,91,96,102,107,113,118,141,168,181,184,192,204,208,221],"low":[14],"accuracy":[15,114,169,213],"and":[16,38,56,70,94,115,128,152,189,191,197,214],"poor":[17],"stability":[18,216],"of":[19,22,28,66,109,117,146,170,180,230],"model":[20,37,42,77,104,161,172,210],"predictions":[21,205],"wheat":[23,29,110,134,147,231],"FHB,":[24],"a":[25,33,80,160],"prediction":[26,76,229],"method":[27],"FHB":[30,135,148],"that":[31,162,203],"couples":[32],"logistic":[34,81],"regression":[35],"mechanism-based":[36],"k-nearest":[39],"neighbours":[40],"(KNN)":[41],"is":[43],"proposed":[44],"in":[45,73,124],"this":[46],"paper.":[47],"First,":[48],"we":[49,60,84],"selected":[50],"predictive":[51,92,97],"factors,":[52],"including":[53],"remote":[54,226],"sensing-based":[55,227],"meteorological":[57],"factors.":[58],"Then,":[59],"quantitatively":[61],"expressed":[62],"factor":[64,88],"weights":[65,89,100],"disease":[68,75,166],"occurrence":[69],"development":[71],"mechanisms":[72],"by":[78,174],"using":[79],"model.":[82],"Subsequently,":[83],"integrated":[85],"obtained":[87],"into":[90,101],"factors":[93,98],"input":[95],"with":[99,159,207,220],"KNN":[103,222],"to":[105],"predict":[106],"incidence":[108],"FHB.":[111,232],"Finally,":[112],"generalizability":[116],"models":[119,182],"were":[120,138,156,187],"evaluated.":[121],"fields":[123],"Changfeng,":[125],"Dingyuan,":[126],"Fengyuan,":[127],"Feidong":[129],"counties,":[130],"Anhui":[131],"Province,":[132],"where":[133],"often":[136],"occurs,":[137],"used":[139],"as":[140],"study":[142],"area.":[143],"The":[144,177,200],"incidences":[145],"on":[149],"29":[150],"April":[151],"10":[153],"May":[154],"2021":[155],"predicted.":[157],"Compared":[158],"did":[163],"not":[164],"consider":[165],"mechanism,":[167],"our":[171],"increased":[173],"approximately":[175],"13%.":[176],"overall":[178],"accuracies":[179],"for":[183],"two":[185],"dates":[186],"0.88":[188],"0.92,":[190],"F1":[193],"index":[194],"was":[195],"0.86":[196],"0.94,":[198],"respectively.":[199],"results":[201],"show":[202],"made":[206,219],"logistic-KNN":[209],"had":[211],"higher":[212],"better":[215],"than":[217],"those":[218],"model,":[223],"thus":[224],"achieving":[225],"high-precision":[228]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":9},{"year":2024,"cited_by_count":7},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":1}],"updated_date":"2026-05-22T06:13:13.366637","created_date":"2025-10-10T00:00:00"}