{"id":"https://openalex.org/W7160352784","doi":"https://doi.org/10.1016/j.knosys.2026.116122","title":"Deep learning methods for disease detection in cotton fields through UAV imagery: A review","display_name":"Deep learning methods for disease detection in cotton fields through UAV imagery: A review","publication_year":2026,"publication_date":"2026-05-03","ids":{"openalex":"https://openalex.org/W7160352784","doi":"https://doi.org/10.1016/j.knosys.2026.116122"},"language":"en","primary_location":{"id":"doi:10.1016/j.knosys.2026.116122","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.knosys.2026.116122","pdf_url":null,"source":{"id":"https://openalex.org/S10169007","display_name":"Knowledge-Based Systems","issn_l":"0950-7051","issn":["0950-7051","1872-7409"],"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":"Knowledge-Based Systems","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/A5135386744","display_name":"Anwar Iqbal","orcid":"https://orcid.org/0009-0009-3021-8119"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Anwar Iqbal","raw_affiliation_strings":[],"raw_orcid":"https://orcid.org/0009-0009-3021-8119","affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5135297611","display_name":"Kunwar Faraz Ahmad Khan","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Faraz Kunwar","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5135379290","display_name":"Shahbaz Khan","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Shahbaz Khan","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":3130,"currency":"USD","value_usd":3130},"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.68374996,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"345","issue":null,"first_page":"116122","last_page":"116122"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10616","display_name":"Smart Agriculture and AI","score":0.6837999820709229,"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":0.6837999820709229,"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":0.02879999950528145,"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/T13918","display_name":"Advanced Data and IoT Technologies","score":0.02630000002682209,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.7207000255584717},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.32919999957084656},{"id":"https://openalex.org/keywords/field","display_name":"Field (mathematics)","score":0.32179999351501465},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.2978000044822693},{"id":"https://openalex.org/keywords/feature-extraction","display_name":"Feature extraction","score":0.28290000557899475}],"concepts":[{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.7207000255584717},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6836000084877014},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5059000253677368},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.42719998955726624},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.32919999957084656},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.32179999351501465},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.31060001254081726},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.2978000044822693},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.28290000557899475},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.26820001006126404},{"id":"https://openalex.org/C2779134260","wikidata":"https://www.wikidata.org/wiki/Q12136","display_name":"Disease","level":2,"score":0.26499998569488525},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.2624000012874603},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.25699999928474426}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1016/j.knosys.2026.116122","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.knosys.2026.116122","pdf_url":null,"source":{"id":"https://openalex.org/S10169007","display_name":"Knowledge-Based Systems","issn_l":"0950-7051","issn":["0950-7051","1872-7409"],"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":"Knowledge-Based Systems","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":61,"referenced_works":["https://openalex.org/W2496882813","https://openalex.org/W2789255992","https://openalex.org/W2887424318","https://openalex.org/W2970576551","https://openalex.org/W2989613844","https://openalex.org/W3011248222","https://openalex.org/W3034173830","https://openalex.org/W3036750509","https://openalex.org/W3065732173","https://openalex.org/W3091846766","https://openalex.org/W3126230548","https://openalex.org/W3157895500","https://openalex.org/W3165045544","https://openalex.org/W3173170759","https://openalex.org/W3175954599","https://openalex.org/W3196717993","https://openalex.org/W3198510748","https://openalex.org/W3202844853","https://openalex.org/W3206899080","https://openalex.org/W3211538292","https://openalex.org/W3215622688","https://openalex.org/W4200579766","https://openalex.org/W4221124464","https://openalex.org/W4226080951","https://openalex.org/W4281846758","https://openalex.org/W4285149115","https://openalex.org/W4288747728","https://openalex.org/W4295934940","https://openalex.org/W4297138475","https://openalex.org/W4309780419","https://openalex.org/W4310859192","https://openalex.org/W4311390783","https://openalex.org/W4312551887","https://openalex.org/W4313591362","https://openalex.org/W4321497943","https://openalex.org/W4322775968","https://openalex.org/W4361212918","https://openalex.org/W4364376240","https://openalex.org/W4385765745","https://openalex.org/W4386753078","https://openalex.org/W4387338457","https://openalex.org/W4387640879","https://openalex.org/W4387711468","https://openalex.org/W4388162723","https://openalex.org/W4388794491","https://openalex.org/W4396991606","https://openalex.org/W4397001290","https://openalex.org/W4399600571","https://openalex.org/W4399702659","https://openalex.org/W4400542424","https://openalex.org/W4400618288","https://openalex.org/W4401295662","https://openalex.org/W4402328599","https://openalex.org/W4402495748","https://openalex.org/W4402888224","https://openalex.org/W4403679686","https://openalex.org/W4403680880","https://openalex.org/W4405194977","https://openalex.org/W4408104321","https://openalex.org/W4409359641","https://openalex.org/W4410775711"],"related_works":[],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2026-05-06T00:00:00"}