{"id":"https://openalex.org/W7160552727","doi":"https://doi.org/10.1016/j.compag.2026.111847","title":"UAV-based crop pest and disease monitoring: A review of multi-source sensing and intelligent methods","display_name":"UAV-based crop pest and disease monitoring: A review of multi-source sensing and intelligent methods","publication_year":2026,"publication_date":"2026-05-07","ids":{"openalex":"https://openalex.org/W7160552727","doi":"https://doi.org/10.1016/j.compag.2026.111847"},"language":"en","primary_location":{"id":"doi:10.1016/j.compag.2026.111847","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.compag.2026.111847","pdf_url":null,"source":{"id":"https://openalex.org/S116775814","display_name":"Computers and Electronics in Agriculture","issn_l":"0168-1699","issn":["0168-1699","1872-7107"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Computers and Electronics in Agriculture","raw_type":"journal-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/A5135571320","display_name":"Jie Guo","orcid":null},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Jie Guo","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5135537359","display_name":"Jin-Hai Li","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Jin-Hai Li","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5122339206","display_name":"Le Dong","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Le Dong","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5135624820","display_name":"Shun-Yu Wang","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Shun-Yu Wang","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5135563853","display_name":"Guang-Yue Wu","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Guang-Yue Wu","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5135627842","display_name":"Yu-Peng Zhang","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Yu-Peng Zhang","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5135604575","display_name":"Chang-Yong Tao","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Chang-Yong Tao","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5135597519","display_name":"De-Hua Gao","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"De-Hua Gao","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5135544805","display_name":"Shu-Ming Yang","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Shu-Ming Yang","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5135634586","display_name":"Yu-Tan Wang","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Yu-Tan Wang","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":10,"corresponding_author_ids":["https://openalex.org/A5135571320"],"corresponding_institution_ids":[],"apc_list":{"value":3680,"currency":"USD","value_usd":3680},"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.93494778,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":null,"biblio":{"volume":"249","issue":null,"first_page":"111847","last_page":"111847"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10616","display_name":"Smart Agriculture and AI","score":0.23829999566078186,"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":0.23829999566078186,"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/T10111","display_name":"Remote Sensing in Agriculture","score":0.14790000021457672,"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/T12321","display_name":"Insect Pheromone Research and Control","score":0.08540000021457672,"subfield":{"id":"https://openalex.org/subfields/1109","display_name":"Insect 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/crop","display_name":"Crop","score":0.5376999974250793},{"id":"https://openalex.org/keywords/pest-analysis","display_name":"PEST analysis","score":0.4399999976158142},{"id":"https://openalex.org/keywords/plant-disease","display_name":"Plant disease","score":0.3366999924182892},{"id":"https://openalex.org/keywords/integrated-pest-management","display_name":"Integrated pest management","score":0.3285999894142151},{"id":"https://openalex.org/keywords/disease","display_name":"Disease","score":0.3239000141620636},{"id":"https://openalex.org/keywords/pest-control","display_name":"Pest control","score":0.28850001096725464}],"concepts":[{"id":"https://openalex.org/C137580998","wikidata":"https://www.wikidata.org/wiki/Q235352","display_name":"Crop","level":2,"score":0.5376999974250793},{"id":"https://openalex.org/C22508944","wikidata":"https://www.wikidata.org/wiki/Q568174","display_name":"PEST analysis","level":2,"score":0.4399999976158142},{"id":"https://openalex.org/C3019235130","wikidata":"https://www.wikidata.org/wiki/Q188956","display_name":"Plant disease","level":2,"score":0.3366999924182892},{"id":"https://openalex.org/C123963621","wikidata":"https://www.wikidata.org/wiki/Q525309","display_name":"Integrated pest management","level":2,"score":0.3285999894142151},{"id":"https://openalex.org/C2779134260","wikidata":"https://www.wikidata.org/wiki/Q12136","display_name":"Disease","level":2,"score":0.3239000141620636},{"id":"https://openalex.org/C150903083","wikidata":"https://www.wikidata.org/wiki/Q7108","display_name":"Biotechnology","level":1,"score":0.3222000002861023},{"id":"https://openalex.org/C54286561","wikidata":"https://www.wikidata.org/wiki/Q397350","display_name":"Agroforestry","level":1,"score":0.32179999351501465},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.32010000944137573},{"id":"https://openalex.org/C88463610","wikidata":"https://www.wikidata.org/wiki/Q194118","display_name":"Agricultural engineering","level":1,"score":0.3093000054359436},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.3077000081539154},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.3000999987125397},{"id":"https://openalex.org/C540442320","wikidata":"https://www.wikidata.org/wiki/Q2306047","display_name":"Pest control","level":2,"score":0.28850001096725464},{"id":"https://openalex.org/C120217122","wikidata":"https://www.wikidata.org/wiki/Q740083","display_name":"Precision agriculture","level":3,"score":0.2809999883174896},{"id":"https://openalex.org/C118518473","wikidata":"https://www.wikidata.org/wiki/Q11451","display_name":"Agriculture","level":2,"score":0.2784999907016754},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.2754000127315521},{"id":"https://openalex.org/C2989409935","wikidata":"https://www.wikidata.org/wiki/Q11451","display_name":"Crop production","level":3,"score":0.2694999873638153},{"id":"https://openalex.org/C2992336426","wikidata":"https://www.wikidata.org/wiki/Q5187949","display_name":"Crop loss","level":3,"score":0.25859999656677246},{"id":"https://openalex.org/C126343540","wikidata":"https://www.wikidata.org/wiki/Q889514","display_name":"Crop yield","level":2,"score":0.2558000087738037},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.25540000200271606}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1016/j.compag.2026.111847","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.compag.2026.111847","pdf_url":null,"source":{"id":"https://openalex.org/S116775814","display_name":"Computers and Electronics in Agriculture","issn_l":"0168-1699","issn":["0168-1699","1872-7107"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Computers and Electronics in Agriculture","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Zero hunger","score":0.8234555721282959,"id":"https://metadata.un.org/sdg/2"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320322877","display_name":"Natural Science Foundation of Ningxia Province","ror":null},{"id":"https://openalex.org/F4320334010","display_name":"Key Research and Development Program of Ningxia","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":119,"referenced_works":["https://openalex.org/W1536680647","https://openalex.org/W2067877300","https://openalex.org/W2069609746","https://openalex.org/W2074464158","https://openalex.org/W2077653178","https://openalex.org/W2103959917","https://openalex.org/W2162772680","https://openalex.org/W2473156356","https://openalex.org/W2598591505","https://openalex.org/W2728224506","https://openalex.org/W2765366036","https://openalex.org/W2789255992","https://openalex.org/W2810270273","https://openalex.org/W2904027073","https://openalex.org/W2913255291","https://openalex.org/W2916084569","https://openalex.org/W2920018594","https://openalex.org/W2944683508","https://openalex.org/W2969896545","https://openalex.org/W2974511126","https://openalex.org/W2991358490","https://openalex.org/W2991429304","https://openalex.org/W2995187556","https://openalex.org/W2998424169","https://openalex.org/W2998829203","https://openalex.org/W3008369512","https://openalex.org/W3016361142","https://openalex.org/W3031948869","https://openalex.org/W3035016091","https://openalex.org/W3042926432","https://openalex.org/W3081638962","https://openalex.org/W3083086122","https://openalex.org/W3092718721","https://openalex.org/W3094130103","https://openalex.org/W3127942413","https://openalex.org/W3138644757","https://openalex.org/W3145695377","https://openalex.org/W3146889079","https://openalex.org/W3161106266","https://openalex.org/W3163770455","https://openalex.org/W3165045544","https://openalex.org/W3176043636","https://openalex.org/W3191349376","https://openalex.org/W3194813201","https://openalex.org/W3202239139","https://openalex.org/W4206736393","https://openalex.org/W4206758530","https://openalex.org/W4213258479","https://openalex.org/W4280610169","https://openalex.org/W4289792395","https://openalex.org/W4296218720","https://openalex.org/W4296904787","https://openalex.org/W4313420747","https://openalex.org/W4315606101","https://openalex.org/W4317504540","https://openalex.org/W4379231268","https://openalex.org/W4379233004","https://openalex.org/W4382362038","https://openalex.org/W4382630561","https://openalex.org/W4386222389","https://openalex.org/W4386590670","https://openalex.org/W4387338038","https://openalex.org/W4388695479","https://openalex.org/W4390542325","https://openalex.org/W4391074076","https://openalex.org/W4391110864","https://openalex.org/W4391155282","https://openalex.org/W4391360392","https://openalex.org/W4392778396","https://openalex.org/W4396530170","https://openalex.org/W4396941348","https://openalex.org/W4399651788","https://openalex.org/W4400234542","https://openalex.org/W4401247253","https://openalex.org/W4401488576","https://openalex.org/W4403348969","https://openalex.org/W4403745294","https://openalex.org/W4404328206","https://openalex.org/W4404612912","https://openalex.org/W4404636625","https://openalex.org/W4405293733","https://openalex.org/W4405529080","https://openalex.org/W4405974272","https://openalex.org/W4406668541","https://openalex.org/W4407002644","https://openalex.org/W4407209088","https://openalex.org/W4407636005","https://openalex.org/W4407640314","https://openalex.org/W4407787286","https://openalex.org/W4408170542","https://openalex.org/W4408715615","https://openalex.org/W4409190883","https://openalex.org/W4409262808","https://openalex.org/W4409432795","https://openalex.org/W4410040214","https://openalex.org/W4410071188","https://openalex.org/W4410575846","https://openalex.org/W4410732417","https://openalex.org/W4411571221","https://openalex.org/W4411801849","https://openalex.org/W4411863554","https://openalex.org/W4412095032","https://openalex.org/W4412483089","https://openalex.org/W4412651301","https://openalex.org/W4412706966","https://openalex.org/W4412833350","https://openalex.org/W4412893104","https://openalex.org/W4412989708","https://openalex.org/W4413230269","https://openalex.org/W4413230439","https://openalex.org/W4413279000","https://openalex.org/W4413381097","https://openalex.org/W4414229157","https://openalex.org/W4414247204","https://openalex.org/W4414399243","https://openalex.org/W4416250127","https://openalex.org/W7122695037","https://openalex.org/W7130960579","https://openalex.org/W7153974372"],"related_works":[],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-05-08T13:18:25.657630","created_date":"2026-05-08T00:00:00"}