{"id":"https://openalex.org/W3136545240","doi":"https://doi.org/10.3390/rs13061221","title":"A Review of Unmanned Aerial Vehicle Low-Altitude Remote Sensing (UAV-LARS) Use in Agricultural Monitoring in China","display_name":"A Review of Unmanned Aerial Vehicle Low-Altitude Remote Sensing (UAV-LARS) Use in Agricultural Monitoring in China","publication_year":2021,"publication_date":"2021-03-23","ids":{"openalex":"https://openalex.org/W3136545240","doi":"https://doi.org/10.3390/rs13061221","mag":"3136545240"},"language":"en","primary_location":{"id":"doi:10.3390/rs13061221","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs13061221","pdf_url":"https://www.mdpi.com/2072-4292/13/6/1221/pdf?version=1616564717","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":"review","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/2072-4292/13/6/1221/pdf?version=1616564717","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5101951830","display_name":"Haidong Zhang","orcid":"https://orcid.org/0000-0003-2422-0182"},"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/I4210133338","display_name":"Suzhou Academy of Agricultural Sciences","ror":"https://ror.org/03kcfmk89","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210133338"]},{"id":"https://openalex.org/I4210160793","display_name":"Institute of Geographic Sciences and Natural Resources Research","ror":"https://ror.org/04t1cdb72","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210160793"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Haidong Zhang","raw_affiliation_strings":["Institute of Agricultural Sciences in Taihu Area of Jiangsu, Suzhou 215155, China","Key Laboratory of Land Surface Pattern and Simulation, Institute of Geographical Sciences and Natural Resources Research, Chinese Academy of Sciences, Beijing 100101, China"],"affiliations":[{"raw_affiliation_string":"Institute of Agricultural Sciences in Taihu Area of Jiangsu, Suzhou 215155, China","institution_ids":["https://openalex.org/I4210133338"]},{"raw_affiliation_string":"Key Laboratory of Land Surface Pattern and Simulation, Institute of Geographical Sciences and Natural Resources Research, Chinese Academy of Sciences, Beijing 100101, China","institution_ids":["https://openalex.org/I4210160793","https://openalex.org/I19820366"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5086585084","display_name":"Lingqing Wang","orcid":"https://orcid.org/0000-0001-5123-9423"},"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/I4210160793","display_name":"Institute of Geographic Sciences and Natural Resources Research","ror":"https://ror.org/04t1cdb72","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210160793"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lingqing Wang","raw_affiliation_strings":["Key Laboratory of Land Surface Pattern and Simulation, Institute of Geographical Sciences and Natural Resources Research, Chinese Academy of Sciences, Beijing 100101, China"],"affiliations":[{"raw_affiliation_string":"Key Laboratory of Land Surface Pattern and Simulation, Institute of Geographical Sciences and Natural Resources Research, Chinese Academy of Sciences, Beijing 100101, China","institution_ids":["https://openalex.org/I4210160793","https://openalex.org/I19820366"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5063581565","display_name":"Tian Ting","orcid":null},"institutions":[{"id":"https://openalex.org/I4210133338","display_name":"Suzhou Academy of Agricultural Sciences","ror":"https://ror.org/03kcfmk89","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210133338"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ting Tian","raw_affiliation_strings":["Institute of Agricultural Sciences in Taihu Area of Jiangsu, Suzhou 215155, China"],"affiliations":[{"raw_affiliation_string":"Institute of Agricultural Sciences in Taihu Area of Jiangsu, Suzhou 215155, China","institution_ids":["https://openalex.org/I4210133338"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5007868222","display_name":"Jianghai Yin","orcid":null},"institutions":[{"id":"https://openalex.org/I286312201","display_name":"Suzhou Polytechnic Institute of Agriculture","ror":"https://ror.org/03ywvs716","country_code":"CN","type":"education","lineage":["https://openalex.org/I286312201"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Jianghai Yin","raw_affiliation_strings":["Suzhou Polytechnic Institute of Agriculture, Suzhou 215008, China"],"affiliations":[{"raw_affiliation_string":"Suzhou Polytechnic Institute of Agriculture, Suzhou 215008, China","institution_ids":["https://openalex.org/I286312201"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5007868222"],"corresponding_institution_ids":["https://openalex.org/I286312201"],"apc_list":{"value":2500,"currency":"CHF","value_usd":2707},"apc_paid":{"value":2500,"currency":"CHF","value_usd":2707},"fwci":12.3476,"has_fulltext":true,"cited_by_count":210,"citation_normalized_percentile":{"value":0.99482398,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":99,"max":100},"biblio":{"volume":"13","issue":"6","first_page":"1221","last_page":"1221"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11164","display_name":"Remote Sensing and LiDAR Applications","score":0.9915000200271606,"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"}},"topics":[{"id":"https://openalex.org/T11164","display_name":"Remote Sensing and LiDAR Applications","score":0.9915000200271606,"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/T11133","display_name":"UAV Applications and Optimization","score":0.9886999726295471,"subfield":{"id":"https://openalex.org/subfields/2202","display_name":"Aerospace Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10111","display_name":"Remote Sensing in Agriculture","score":0.9764999747276306,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.7393060922622681},{"id":"https://openalex.org/keywords/payload","display_name":"Payload (computing)","score":0.7071051597595215},{"id":"https://openalex.org/keywords/low-altitude","display_name":"Low altitude","score":0.6233605146408081},{"id":"https://openalex.org/keywords/scope","display_name":"Scope (computer science)","score":0.5930417776107788},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.539355456829071},{"id":"https://openalex.org/keywords/precision-agriculture","display_name":"Precision agriculture","score":0.5385621190071106},{"id":"https://openalex.org/keywords/environmental-science","display_name":"Environmental science","score":0.4641178250312805},{"id":"https://openalex.org/keywords/fixed-wing","display_name":"Fixed wing","score":0.42378076910972595},{"id":"https://openalex.org/keywords/agriculture","display_name":"Agriculture","score":0.4053269028663635},{"id":"https://openalex.org/keywords/altitude","display_name":"Altitude (triangle)","score":0.29974836111068726},{"id":"https://openalex.org/keywords/aerospace-engineering","display_name":"Aerospace engineering","score":0.16194570064544678},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.12259018421173096},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.09431803226470947},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.057701170444488525}],"concepts":[{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.7393060922622681},{"id":"https://openalex.org/C134066672","wikidata":"https://www.wikidata.org/wiki/Q1424639","display_name":"Payload (computing)","level":3,"score":0.7071051597595215},{"id":"https://openalex.org/C2993172488","wikidata":"https://www.wikidata.org/wiki/Q190200","display_name":"Low altitude","level":3,"score":0.6233605146408081},{"id":"https://openalex.org/C2778012447","wikidata":"https://www.wikidata.org/wiki/Q1034415","display_name":"Scope (computer science)","level":2,"score":0.5930417776107788},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.539355456829071},{"id":"https://openalex.org/C120217122","wikidata":"https://www.wikidata.org/wiki/Q740083","display_name":"Precision agriculture","level":3,"score":0.5385621190071106},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.4641178250312805},{"id":"https://openalex.org/C3018522811","wikidata":"https://www.wikidata.org/wiki/Q2875704","display_name":"Fixed wing","level":3,"score":0.42378076910972595},{"id":"https://openalex.org/C118518473","wikidata":"https://www.wikidata.org/wiki/Q11451","display_name":"Agriculture","level":2,"score":0.4053269028663635},{"id":"https://openalex.org/C6350597","wikidata":"https://www.wikidata.org/wiki/Q339495","display_name":"Altitude (triangle)","level":2,"score":0.29974836111068726},{"id":"https://openalex.org/C146978453","wikidata":"https://www.wikidata.org/wiki/Q3798668","display_name":"Aerospace engineering","level":1,"score":0.16194570064544678},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.12259018421173096},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.09431803226470947},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.057701170444488525},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","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},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","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},{"id":"https://openalex.org/C97257150","wikidata":"https://www.wikidata.org/wiki/Q161358","display_name":"Wing","level":2,"score":0.0},{"id":"https://openalex.org/C158379750","wikidata":"https://www.wikidata.org/wiki/Q214111","display_name":"Network packet","level":2,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.3390/rs13061221","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs13061221","pdf_url":"https://www.mdpi.com/2072-4292/13/6/1221/pdf?version=1616564717","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:03da37a57dda477bb50be404838f9a85","is_oa":true,"landing_page_url":"https://doaj.org/article/03da37a57dda477bb50be404838f9a85","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Remote Sensing, Vol 13, Iss 6, p 1221 (2021)","raw_type":"article"},{"id":"pmh:oai:mdpi.com:/2072-4292/13/6/1221/","is_oa":true,"landing_page_url":"https://dx.doi.org/10.3390/rs13061221","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 13; Issue 6; Pages: 1221","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.3390/rs13061221","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs13061221","pdf_url":"https://www.mdpi.com/2072-4292/13/6/1221/pdf?version=1616564717","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":[{"display_name":"Zero hunger","score":0.7799999713897705,"id":"https://metadata.un.org/sdg/2"}],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3136545240.pdf","grobid_xml":"https://content.openalex.org/works/W3136545240.grobid-xml"},"referenced_works_count":44,"referenced_works":["https://openalex.org/W1442930683","https://openalex.org/W1968314959","https://openalex.org/W2049492608","https://openalex.org/W2067877300","https://openalex.org/W2074464158","https://openalex.org/W2086372322","https://openalex.org/W2090174188","https://openalex.org/W2118178527","https://openalex.org/W2124386111","https://openalex.org/W2151103935","https://openalex.org/W2363209489","https://openalex.org/W2365718924","https://openalex.org/W2379153634","https://openalex.org/W2383078487","https://openalex.org/W2504127230","https://openalex.org/W2556502614","https://openalex.org/W2585737587","https://openalex.org/W2593778105","https://openalex.org/W2646675373","https://openalex.org/W2765318093","https://openalex.org/W2800297493","https://openalex.org/W2818204966","https://openalex.org/W2888979937","https://openalex.org/W2948995641","https://openalex.org/W2975944598","https://openalex.org/W2979383053","https://openalex.org/W2980635878","https://openalex.org/W3001323744","https://openalex.org/W3005863531","https://openalex.org/W3034475401","https://openalex.org/W3039570061","https://openalex.org/W3040779190","https://openalex.org/W3091785844","https://openalex.org/W3093792502","https://openalex.org/W3104434399","https://openalex.org/W3112575275","https://openalex.org/W3155479022","https://openalex.org/W3205951513","https://openalex.org/W3211882187","https://openalex.org/W6780565680","https://openalex.org/W6903967467","https://openalex.org/W6995916908","https://openalex.org/W7037857698","https://openalex.org/W7066281232"],"related_works":["https://openalex.org/W1535080110","https://openalex.org/W306312984","https://openalex.org/W4229060266","https://openalex.org/W1516428117","https://openalex.org/W4392061597","https://openalex.org/W4404328387","https://openalex.org/W2967511980","https://openalex.org/W4396597629","https://openalex.org/W2767861487","https://openalex.org/W4395017112"],"abstract_inverted_index":{"Precision":[0],"agriculture":[1,97],"relies":[2],"on":[3],"the":[4,76,106,119,126],"rapid":[5],"acquisition":[6],"and":[7,35,43,56,69,100,108,122,133,137,149],"analysis":[8],"of":[9,15,30,52,82,111,125,129,147],"agricultural":[10,16],"information.":[11,45],"An":[12],"emerging":[13],"method":[14],"monitoring":[17,96],"is":[18,64],"unmanned":[19,130],"aerial":[20,131],"vehicle":[21],"low-altitude":[22],"remote":[23,70],"sensing":[24,71],"(UAV-LARS),":[25],"which":[26],"possesses":[27],"significant":[28],"advantages":[29,136],"simple":[31],"construction,":[32],"strong":[33],"mobility,":[34],"high":[36,50],"spatial-temporal":[37],"resolution":[38],"with":[39],"synchronously":[40],"obtained":[41],"image":[42],"spatial":[44],"UAV-LARS":[46,74,87,112,148],"could":[47],"provide":[48,141],"a":[49,93],"degree":[51],"overlap":[53],"between":[54],"X":[55],"Y":[57],"during":[58],"key":[59],"crop":[60],"growth":[61],"periods":[62],"that":[63],"currently":[65],"lacking":[66],"in":[67,113],"satellite":[68],"data.":[72],"Simultaneously,":[73],"overcomes":[75],"limitations":[77,146],"such":[78],"as":[79,92],"small":[80],"scope":[81],"ground":[83],"platform":[84],"monitoring.":[85],"Overall,":[86],"has":[88],"demonstrated":[89],"great":[90],"potential":[91],"tool":[94],"for":[95,143,151],"at":[98],"fine-":[99],"regional-scales.":[101],"Here,":[102],"we":[103,117,140],"systematically":[104],"summarize":[105],"history":[107],"current":[109,145],"application":[110],"Chinese":[114],"agriculture.":[115],"Specifically,":[116],"outline":[118],"technical":[120],"characteristics":[121],"sensor":[123],"payload":[124],"available":[127],"types":[128],"vehicles":[132],"discuss":[134],"their":[135],"limitations.":[138],"Finally,":[139],"suggestions":[142],"overcoming":[144],"directions":[150],"future":[152],"work.":[153]},"counts_by_year":[{"year":2026,"cited_by_count":13},{"year":2025,"cited_by_count":62},{"year":2024,"cited_by_count":59},{"year":2023,"cited_by_count":46},{"year":2022,"cited_by_count":20},{"year":2021,"cited_by_count":10}],"updated_date":"2026-04-18T07:56:08.524223","created_date":"2025-10-10T00:00:00"}
