{"id":"https://openalex.org/W4386352694","doi":"https://doi.org/10.1109/agro-geoinformatics59224.2023.10233550","title":"Improved Random Forest Based Crop Classification in Jingzhou District of Jianghan Plain","display_name":"Improved Random Forest Based Crop Classification in Jingzhou District of Jianghan Plain","publication_year":2023,"publication_date":"2023-07-25","ids":{"openalex":"https://openalex.org/W4386352694","doi":"https://doi.org/10.1109/agro-geoinformatics59224.2023.10233550"},"language":"en","primary_location":{"id":"doi:10.1109/agro-geoinformatics59224.2023.10233550","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/agro-geoinformatics59224.2023.10233550","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 11th International Conference on Agro-Geoinformatics (Agro-Geoinformatics)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"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/A5100428686","display_name":"Wenjie Liu","orcid":"https://orcid.org/0000-0002-9918-3462"},"institutions":[{"id":"https://openalex.org/I176808543","display_name":"Liaoning Technical University","ror":"https://ror.org/01n2bd587","country_code":"CN","type":"education","lineage":["https://openalex.org/I176808543"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Wenjie Liu","raw_affiliation_strings":["Liaoning- Technical- University,Department of Electronic Information and Engineering,Liaonin,China","Department of Electronic Information and Engineering, Liaoning- Technical- University, Liaonin, China"],"affiliations":[{"raw_affiliation_string":"Liaoning- Technical- University,Department of Electronic Information and Engineering,Liaonin,China","institution_ids":["https://openalex.org/I176808543"]},{"raw_affiliation_string":"Department of Electronic Information and Engineering, Liaoning- Technical- University, Liaonin, China","institution_ids":["https://openalex.org/I176808543"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5033239420","display_name":"Hong Fan","orcid":"https://orcid.org/0000-0003-4518-8775"},"institutions":[{"id":"https://openalex.org/I4210118728","display_name":"State Key Laboratory of Information Engineering in Surveying Mapping and Remote Sensing","ror":"https://ror.org/02bpap860","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210118728"]},{"id":"https://openalex.org/I37461747","display_name":"Wuhan University","ror":"https://ror.org/033vjfk17","country_code":"CN","type":"education","lineage":["https://openalex.org/I37461747"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hong Fan","raw_affiliation_strings":["Wuhan University,State Key Laboratory of Information Engineering in Surveying, Mapping and Remote Sensing,Wuhan,China,430079"],"affiliations":[{"raw_affiliation_string":"Wuhan University,State Key Laboratory of Information Engineering in Surveying, Mapping and Remote Sensing,Wuhan,China,430079","institution_ids":["https://openalex.org/I4210118728","https://openalex.org/I37461747"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5076435657","display_name":"Tianxiang Yu","orcid":"https://orcid.org/0000-0001-6948-550X"},"institutions":[{"id":"https://openalex.org/I37461747","display_name":"Wuhan University","ror":"https://ror.org/033vjfk17","country_code":"CN","type":"education","lineage":["https://openalex.org/I37461747"]},{"id":"https://openalex.org/I4210118728","display_name":"State Key Laboratory of Information Engineering in Surveying Mapping and Remote Sensing","ror":"https://ror.org/02bpap860","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210118728"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Tianxiang Yu","raw_affiliation_strings":["Wuhan University,State Key Laboratory of Information Engineering in Surveying, Mapping and Remote Sensing,Wuhan,China,430079"],"affiliations":[{"raw_affiliation_string":"Wuhan University,State Key Laboratory of Information Engineering in Surveying, Mapping and Remote Sensing,Wuhan,China,430079","institution_ids":["https://openalex.org/I4210118728","https://openalex.org/I37461747"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5100428686"],"corresponding_institution_ids":["https://openalex.org/I176808543"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.12399686,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"49","issue":null,"first_page":"1","last_page":"5"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10111","display_name":"Remote Sensing in Agriculture","score":0.9969000220298767,"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":0.9969000220298767,"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/T11164","display_name":"Remote Sensing and LiDAR Applications","score":0.9531000256538391,"subfield":{"id":"https://openalex.org/subfields/2305","display_name":"Environmental Engineering"},"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/T10616","display_name":"Smart Agriculture and AI","score":0.9460999965667725,"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/identification","display_name":"Identification (biology)","score":0.6232203245162964},{"id":"https://openalex.org/keywords/agriculture","display_name":"Agriculture","score":0.5934721231460571},{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.5888904929161072},{"id":"https://openalex.org/keywords/satellite","display_name":"Satellite","score":0.5639898777008057},{"id":"https://openalex.org/keywords/sowing","display_name":"Sowing","score":0.5525257587432861},{"id":"https://openalex.org/keywords/random-forest","display_name":"Random forest","score":0.5462756156921387},{"id":"https://openalex.org/keywords/estimation","display_name":"Estimation","score":0.5138673782348633},{"id":"https://openalex.org/keywords/crop","display_name":"Crop","score":0.5101737976074219},{"id":"https://openalex.org/keywords/agricultural-engineering","display_name":"Agricultural engineering","score":0.4341946542263031},{"id":"https://openalex.org/keywords/environmental-science","display_name":"Environmental science","score":0.41414594650268555},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.3125421106815338},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.20053306221961975},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.1388435661792755},{"id":"https://openalex.org/keywords/forestry","display_name":"Forestry","score":0.11539185047149658},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.10549607872962952},{"id":"https://openalex.org/keywords/agronomy","display_name":"Agronomy","score":0.08362770080566406}],"concepts":[{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.6232203245162964},{"id":"https://openalex.org/C118518473","wikidata":"https://www.wikidata.org/wiki/Q11451","display_name":"Agriculture","level":2,"score":0.5934721231460571},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.5888904929161072},{"id":"https://openalex.org/C19269812","wikidata":"https://www.wikidata.org/wiki/Q26540","display_name":"Satellite","level":2,"score":0.5639898777008057},{"id":"https://openalex.org/C168741863","wikidata":"https://www.wikidata.org/wiki/Q777671","display_name":"Sowing","level":2,"score":0.5525257587432861},{"id":"https://openalex.org/C169258074","wikidata":"https://www.wikidata.org/wiki/Q245748","display_name":"Random forest","level":2,"score":0.5462756156921387},{"id":"https://openalex.org/C96250715","wikidata":"https://www.wikidata.org/wiki/Q965330","display_name":"Estimation","level":2,"score":0.5138673782348633},{"id":"https://openalex.org/C137580998","wikidata":"https://www.wikidata.org/wiki/Q235352","display_name":"Crop","level":2,"score":0.5101737976074219},{"id":"https://openalex.org/C88463610","wikidata":"https://www.wikidata.org/wiki/Q194118","display_name":"Agricultural engineering","level":1,"score":0.4341946542263031},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.41414594650268555},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.3125421106815338},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.20053306221961975},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.1388435661792755},{"id":"https://openalex.org/C97137747","wikidata":"https://www.wikidata.org/wiki/Q38112","display_name":"Forestry","level":1,"score":0.11539185047149658},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.10549607872962952},{"id":"https://openalex.org/C6557445","wikidata":"https://www.wikidata.org/wiki/Q173113","display_name":"Agronomy","level":1,"score":0.08362770080566406},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","level":1,"score":0.0},{"id":"https://openalex.org/C146978453","wikidata":"https://www.wikidata.org/wiki/Q3798668","display_name":"Aerospace engineering","level":1,"score":0.0},{"id":"https://openalex.org/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/agro-geoinformatics59224.2023.10233550","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/agro-geoinformatics59224.2023.10233550","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 11th International Conference on Agro-Geoinformatics (Agro-Geoinformatics)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Zero hunger","score":0.6299999952316284,"id":"https://metadata.un.org/sdg/2"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":4,"referenced_works":["https://openalex.org/W1985555755","https://openalex.org/W2024153625","https://openalex.org/W2058312673","https://openalex.org/W2181149575"],"related_works":["https://openalex.org/W2382423801","https://openalex.org/W2361404876","https://openalex.org/W2372348061","https://openalex.org/W2351979363","https://openalex.org/W3178516037","https://openalex.org/W2392295380","https://openalex.org/W2370438650","https://openalex.org/W3045348154","https://openalex.org/W2385623625","https://openalex.org/W2366940739"],"abstract_inverted_index":{"Crop":[0],"insurance":[1],"can":[2,106],"help":[3],"farmers":[4],"avoid":[5],"risks.":[6],"To":[7],"achieve":[8],"Precision":[9],"agriculture":[10],"insurance,":[11],"it":[12],"is":[13,40],"necessary":[14],"to":[15,21],"carry":[16],"out":[17],"agricultural":[18],"condition":[19],"monitoring":[20],"accurately":[22],"obtain":[23,122],"the":[24,101,109,116,128],"types":[25],"of":[26,31,35,112,127],"crops":[27,114],"and":[28,48,56,63,78,121],"planting":[29,129],"areas":[30],"farmers.":[32],"The":[33,69,97],"use":[34],"remote":[36,118],"sensing":[37,119],"satellite":[38],"data":[39],"a":[41,54,123],"reliable":[42],"way":[43],"for":[44,59],"accurate":[45],"crop":[46,61],"identification":[47,62],"area":[49,64],"estimation.":[50],"This":[51],"paper":[52,105],"proposes":[53],"fast":[55],"efficient":[57],"method":[58,84,102],"wheat":[60,70],"estimation":[65,126],"in":[66,73,93,103],"Jianghan":[67],"Plain.":[68],"Growing":[71,110],"region":[72,111],"Jingzhou":[74],"District":[75],"was":[76],"identified":[77],"extracted":[79],"by":[80],"Random":[81],"forest":[82],"classification":[83],"combined":[85],"with":[86],"phenological":[87],"information":[88],"through":[89],"Sentinel-2":[90,117],"Satellite":[91],"imagery":[92],"Google":[94],"Earth":[95],"Engine.":[96],"results":[98],"show":[99],"that":[100],"this":[104],"quickly":[107],"extract":[108],"different":[113],"from":[115],"image":[120],"higher":[124],"precision":[125],"area.":[130]},"counts_by_year":[],"updated_date":"2025-12-22T23:10:17.713674","created_date":"2025-10-10T00:00:00"}
