{"id":"https://openalex.org/W218515012","doi":"https://doi.org/10.1109/jstars.2014.2315875","title":"Integrating Remotely Sensed and Meteorological Observations to Forecast Wheat Powdery Mildew at a Regional Scale","display_name":"Integrating Remotely Sensed and Meteorological Observations to Forecast Wheat Powdery Mildew at a Regional Scale","publication_year":2014,"publication_date":"2014-05-13","ids":{"openalex":"https://openalex.org/W218515012","doi":"https://doi.org/10.1109/jstars.2014.2315875","mag":"218515012"},"language":"en","primary_location":{"id":"doi:10.1109/jstars.2014.2315875","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jstars.2014.2315875","pdf_url":null,"source":{"id":"https://openalex.org/S117727964","display_name":"IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing","issn_l":"1939-1404","issn":["1939-1404","2151-1535"],"is_oa":false,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5101532051","display_name":"Jingcheng Zhang","orcid":"https://orcid.org/0000-0002-6339-7661"},"institutions":[{"id":"https://openalex.org/I29955533","display_name":"Center for Information Technology","ror":"https://ror.org/03jh5a977","country_code":"US","type":"facility","lineage":["https://openalex.org/I1299022934","https://openalex.org/I1299303238","https://openalex.org/I29955533"]},{"id":"https://openalex.org/I4210156423","display_name":"National Engineering Research Center for Information Technology in Agriculture","ror":"https://ror.org/04c3j3t84","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210156423"]}],"countries":["CN","US"],"is_corresponding":true,"raw_author_name":"Jingcheng Zhang","raw_affiliation_strings":["Beijing Research Center for Information Technology in Agriculture, Beijing Academy of Agriculture and Forestry Sciences, Beijing, China","Beijing Research Center for Information Technology in Agriculture, Beijing Academy of Agriculture and Forestry, Sciences, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Beijing Research Center for Information Technology in Agriculture, Beijing Academy of Agriculture and Forestry Sciences, Beijing, China","institution_ids":["https://openalex.org/I4210156423"]},{"raw_affiliation_string":"Beijing Research Center for Information Technology in Agriculture, Beijing Academy of Agriculture and Forestry, Sciences, Beijing, China","institution_ids":["https://openalex.org/I29955533"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5027921393","display_name":"Ruiliang Pu","orcid":"https://orcid.org/0000-0002-6556-6844"},"institutions":[{"id":"https://openalex.org/I2613432","display_name":"University of South Florida","ror":"https://ror.org/032db5x82","country_code":"US","type":"education","lineage":["https://openalex.org/I2613432"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Ruiliang Pu","raw_affiliation_strings":["Department of Geography, Environment, and Planning, University of South Florida, Tampa, FL, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Geography, Environment, and Planning, University of South Florida, Tampa, FL, USA","institution_ids":["https://openalex.org/I2613432"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5049701324","display_name":"Lin Yuan","orcid":"https://orcid.org/0000-0001-5556-0994"},"institutions":[{"id":"https://openalex.org/I76130692","display_name":"Zhejiang University","ror":"https://ror.org/00a2xv884","country_code":"CN","type":"education","lineage":["https://openalex.org/I76130692"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lin Yuan","raw_affiliation_strings":["Institute of Agriculture Remote Sensing and Information System Application, Zhejiang University, Hangzhou, China","[Institute of Agriculture Remote Sensing and Information System Application, Zhejiang University, Hangzhou, China]"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Agriculture Remote Sensing and Information System Application, Zhejiang University, Hangzhou, China","institution_ids":["https://openalex.org/I76130692"]},{"raw_affiliation_string":"[Institute of Agriculture Remote Sensing and Information System Application, Zhejiang University, Hangzhou, China]","institution_ids":["https://openalex.org/I76130692"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5109619264","display_name":"Wenjiang Huang","orcid":"https://orcid.org/0009-0009-3343-7034"},"institutions":[{"id":"https://openalex.org/I4210128053","display_name":"Institute of Remote Sensing and Digital Earth","ror":"https://ror.org/02cjszf03","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210128053"]},{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"funder","lineage":["https://openalex.org/I19820366"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wenjiang Huang","raw_affiliation_strings":["Institute of Remote Sensing and Digital Earth, Chinese Academy of Sciences, Beijing, China","Institute of Remote Sensing and Digital Earth, Chinese Academy of Sciences , Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Remote Sensing and Digital Earth, Chinese Academy of Sciences, Beijing, China","institution_ids":["https://openalex.org/I4210128053","https://openalex.org/I19820366"]},{"raw_affiliation_string":"Institute of Remote Sensing and Digital Earth, Chinese Academy of Sciences , Beijing, China","institution_ids":["https://openalex.org/I4210128053","https://openalex.org/I19820366"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5029159856","display_name":"Chenwei Nie","orcid":"https://orcid.org/0000-0002-0090-673X"},"institutions":[{"id":"https://openalex.org/I4210156423","display_name":"National Engineering Research Center for Information Technology in Agriculture","ror":"https://ror.org/04c3j3t84","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210156423"]},{"id":"https://openalex.org/I29955533","display_name":"Center for Information Technology","ror":"https://ror.org/03jh5a977","country_code":"US","type":"facility","lineage":["https://openalex.org/I1299022934","https://openalex.org/I1299303238","https://openalex.org/I29955533"]}],"countries":["CN","US"],"is_corresponding":false,"raw_author_name":"Chenwei Nie","raw_affiliation_strings":["Beijing Research Center for Information Technology in Agriculture, Beijing Academy of Agriculture and Forestry Sciences, Beijing, China","Beijing Research Center for Information Technology in Agriculture, Beijing Academy of Agriculture and Forestry, Sciences, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Beijing Research Center for Information Technology in Agriculture, Beijing Academy of Agriculture and Forestry Sciences, Beijing, China","institution_ids":["https://openalex.org/I4210156423"]},{"raw_affiliation_string":"Beijing Research Center for Information Technology in Agriculture, Beijing Academy of Agriculture and Forestry, Sciences, Beijing, China","institution_ids":["https://openalex.org/I29955533"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5020713851","display_name":"Guijun Yang","orcid":"https://orcid.org/0000-0002-6425-8321"},"institutions":[{"id":"https://openalex.org/I4210156423","display_name":"National Engineering Research Center for Information Technology in Agriculture","ror":"https://ror.org/04c3j3t84","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210156423"]},{"id":"https://openalex.org/I29955533","display_name":"Center for Information Technology","ror":"https://ror.org/03jh5a977","country_code":"US","type":"facility","lineage":["https://openalex.org/I1299022934","https://openalex.org/I1299303238","https://openalex.org/I29955533"]}],"countries":["CN","US"],"is_corresponding":false,"raw_author_name":"Guijun Yang","raw_affiliation_strings":["Beijing Research Center for Information Technology in Agriculture, Beijing Academy of Agriculture and Forestry Sciences, Beijing, China","Beijing Research Center for Information Technology in Agriculture, Beijing Academy of Agriculture and Forestry, Sciences, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Beijing Research Center for Information Technology in Agriculture, Beijing Academy of Agriculture and Forestry Sciences, Beijing, China","institution_ids":["https://openalex.org/I4210156423"]},{"raw_affiliation_string":"Beijing Research Center for Information Technology in Agriculture, Beijing Academy of Agriculture and Forestry, Sciences, Beijing, China","institution_ids":["https://openalex.org/I29955533"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5101532051"],"corresponding_institution_ids":["https://openalex.org/I29955533","https://openalex.org/I4210156423"],"apc_list":{"value":1250,"currency":"USD","value_usd":1250},"apc_paid":null,"fwci":3.1019,"has_fulltext":false,"cited_by_count":60,"citation_normalized_percentile":{"value":0.89885305,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":99},"biblio":{"volume":"7","issue":"11","first_page":"4328","last_page":"4339"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10111","display_name":"Remote Sensing in Agriculture","score":0.9977999925613403,"subfield":{"id":"https://openalex.org/subfields/2303","display_name":"Ecology"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10111","display_name":"Remote Sensing in Agriculture","score":0.9977999925613403,"subfield":{"id":"https://openalex.org/subfields/2303","display_name":"Ecology"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T13214","display_name":"Powdery Mildew Fungal Diseases","score":0.9977999925613403,"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/T11771","display_name":"Plant Pathogens and Resistance","score":0.994700014591217,"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/environmental-science","display_name":"Environmental science","score":0.693089485168457},{"id":"https://openalex.org/keywords/scale","display_name":"Scale (ratio)","score":0.6149963736534119},{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.6037121415138245},{"id":"https://openalex.org/keywords/meteorology","display_name":"Meteorology","score":0.5841942429542542},{"id":"https://openalex.org/keywords/powdery-mildew","display_name":"Powdery mildew","score":0.5422196984291077},{"id":"https://openalex.org/keywords/precipitation","display_name":"Precipitation","score":0.5059401392936707},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.18373584747314453},{"id":"https://openalex.org/keywords/cartography","display_name":"Cartography","score":0.16419896483421326}],"concepts":[{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.693089485168457},{"id":"https://openalex.org/C2778755073","wikidata":"https://www.wikidata.org/wiki/Q10858537","display_name":"Scale (ratio)","level":2,"score":0.6149963736534119},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.6037121415138245},{"id":"https://openalex.org/C153294291","wikidata":"https://www.wikidata.org/wiki/Q25261","display_name":"Meteorology","level":1,"score":0.5841942429542542},{"id":"https://openalex.org/C2779336322","wikidata":"https://www.wikidata.org/wiki/Q934008","display_name":"Powdery mildew","level":2,"score":0.5422196984291077},{"id":"https://openalex.org/C107054158","wikidata":"https://www.wikidata.org/wiki/Q25257","display_name":"Precipitation","level":2,"score":0.5059401392936707},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.18373584747314453},{"id":"https://openalex.org/C58640448","wikidata":"https://www.wikidata.org/wiki/Q42515","display_name":"Cartography","level":1,"score":0.16419896483421326},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C144027150","wikidata":"https://www.wikidata.org/wiki/Q48803","display_name":"Horticulture","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1109/jstars.2014.2315875","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jstars.2014.2315875","pdf_url":null,"source":{"id":"https://openalex.org/S117727964","display_name":"IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing","issn_l":"1939-1404","issn":["1939-1404","2151-1535"],"is_oa":false,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing","raw_type":"journal-article"},{"id":"pmh:oai:digitalcommons.usf.edu:geo_facpub-1339","is_oa":false,"landing_page_url":"https://digitalcommons.usf.edu/geo_facpub/340","pdf_url":null,"source":{"id":"https://openalex.org/S4377196272","display_name":"Digital Commons - University of South Florida (University of South Florida)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I2613432","host_organization_name":"University of South Florida","host_organization_lineage":["https://openalex.org/I2613432"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"School of Geosciences Faculty and Staff Publications","raw_type":"article"},{"id":"pmh:oai:scholarcommons.usf.edu:geo_facpub-1339","is_oa":false,"landing_page_url":"https://scholarcommons.usf.edu/geo_facpub/340","pdf_url":null,"source":{"id":"https://openalex.org/S4377196272","display_name":"Digital Commons - University of South Florida (University of South Florida)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I2613432","host_organization_name":"University of South Florida","host_organization_lineage":["https://openalex.org/I2613432"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"School of Geosciences Faculty and Staff Publications","raw_type":"text"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/2","display_name":"Zero hunger","score":0.7599999904632568}],"awards":[{"id":"https://openalex.org/G1650955781","display_name":null,"funder_award_id":"41271412","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G6757173007","display_name":null,"funder_award_id":"4132029","funder_id":"https://openalex.org/F4320322919","funder_display_name":"Natural Science Foundation of Beijing Municipality"},{"id":"https://openalex.org/G8780245880","display_name":null,"funder_award_id":"41301476","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation 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/F4320322919","display_name":"Natural Science Foundation of Beijing Municipality","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":49,"referenced_works":["https://openalex.org/W120824856","https://openalex.org/W416631514","https://openalex.org/W1964217023","https://openalex.org/W1972079807","https://openalex.org/W1977084785","https://openalex.org/W1979924220","https://openalex.org/W1985382089","https://openalex.org/W1994282534","https://openalex.org/W1994668970","https://openalex.org/W1995706865","https://openalex.org/W1996043099","https://openalex.org/W2001467506","https://openalex.org/W2004147962","https://openalex.org/W2006646591","https://openalex.org/W2009726216","https://openalex.org/W2012086085","https://openalex.org/W2013284577","https://openalex.org/W2018467765","https://openalex.org/W2024700522","https://openalex.org/W2047815084","https://openalex.org/W2048402019","https://openalex.org/W2051065790","https://openalex.org/W2056352756","https://openalex.org/W2057390839","https://openalex.org/W2059501000","https://openalex.org/W2064632414","https://openalex.org/W2076134241","https://openalex.org/W2076320704","https://openalex.org/W2079722042","https://openalex.org/W2080242189","https://openalex.org/W2083213438","https://openalex.org/W2094858963","https://openalex.org/W2098418965","https://openalex.org/W2107472775","https://openalex.org/W2108125566","https://openalex.org/W2111268229","https://openalex.org/W2127401844","https://openalex.org/W2135630048","https://openalex.org/W2137987480","https://openalex.org/W2147031131","https://openalex.org/W2150348502","https://openalex.org/W2156677085","https://openalex.org/W2161815745","https://openalex.org/W2164853325","https://openalex.org/W2169678197","https://openalex.org/W2169768163","https://openalex.org/W2266995761","https://openalex.org/W2348943143","https://openalex.org/W4297985702"],"related_works":["https://openalex.org/W4246777057","https://openalex.org/W2155753288","https://openalex.org/W2382630740","https://openalex.org/W2075318592","https://openalex.org/W4296107655","https://openalex.org/W4384818011","https://openalex.org/W3201182316","https://openalex.org/W4220843534","https://openalex.org/W2889089900","https://openalex.org/W2139939267"],"abstract_inverted_index":{"The":[0],"prevalence":[1],"of":[2,22,82,104,146,183],"powdery":[3],"mildew":[4],"(PM)":[5],"in":[6,110,195],"winter":[7],"wheat":[8],"field":[9],"has":[10,134],"a":[11,26,136,157,175,212],"severe":[12],"impact":[13],"on":[14],"crop":[15,47],"production.":[16],"An":[17],"effective":[18,62],"and":[19,33,41,49,75,106,131,170],"timely":[20],"forecast":[21],"the":[23,56,92,100,111,116,123,148,162,179,196,206],"disease":[24,93,207],"at":[25,174,211],"regional":[27,176,213],"scale":[28],"is":[29],"necessary":[30],"to":[31,98,144,192,199],"control":[32],"prevent":[34],"it.":[35],"In":[36,178],"this":[37],"study,":[38],"both":[39,128,168],"meteorological":[40,67,120,132,169],"remotely":[42,77],"sensed":[43,78],"observations":[44],"associated":[45],"with":[46,115,119,127],"characteristics":[48],"habitat":[50],"traits":[51],"were":[52,96],"integrated":[53,124],"for":[54,160,204],"modeling":[55],"PM":[57,105,149,163],"occurrence":[58,164,208],"probability.":[59],"With":[60],"an":[61],"feature":[63],"selection":[64],"procedure,":[65],"four":[66],"factors,":[68],"including":[69,80],"precipitation,":[70],"temperature,":[71],"sun":[72],"radiation,":[73],"humidity,":[74],"two":[76],"features":[79],"reflectance":[81],"red":[83],"band":[84],"(R":[85],"<sub":[86],"xmlns:mml=\"http://www.w3.org/1998/Math/MathML\"":[87],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">R</sub>":[88],")":[89],"demonstrate":[90],"that":[91,153],"risk":[94],"maps":[95],"able":[97],"depict":[99],"approximately":[101],"spatial":[102],"distribution":[103],"its":[107,202],"temporal":[108],"dynamic":[109],"study":[112],"area.":[113],"Compared":[114],"model":[117,125,198],"constructed":[118,126],"data":[121,133,173],"only,":[122],"remote":[129,171],"sensing":[130,172],"produced":[135],"higher":[137],"accuracy":[138,141],"(increasing":[139],"overall":[140],"from":[142],"69%":[143],"78%)":[145],"forecasting":[147,205],"occurrence.":[150],"This":[151],"suggests":[152],"there":[154],"would":[155],"be":[156,193],"great":[158],"potential":[159],"predicting":[161],"probability":[165],"by":[166],"integrating":[167],"scale.":[177,214],"future,":[180],"multiple":[181],"forms":[182],"information":[184],"(e.g.,":[185,209],"Web":[186],"sensors":[187],"networks":[188],"data)":[189],"are":[190],"expected":[191],"incorporated":[194],"disease-forecasting":[197],"further":[200],"improve":[201],"performance":[203],"PM)":[210]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":8},{"year":2024,"cited_by_count":5},{"year":2023,"cited_by_count":9},{"year":2022,"cited_by_count":8},{"year":2021,"cited_by_count":9},{"year":2020,"cited_by_count":6},{"year":2019,"cited_by_count":2},{"year":2018,"cited_by_count":2},{"year":2017,"cited_by_count":5},{"year":2016,"cited_by_count":3},{"year":2015,"cited_by_count":2}],"updated_date":"2026-04-25T08:17:42.794288","created_date":"2025-10-10T00:00:00"}