{"id":"https://openalex.org/W3184030235","doi":"https://doi.org/10.1109/icit52682.2021.9491661","title":"Recent Advances on UAV and Deep Learning for Early Crop Diseases Identification: A Short Review","display_name":"Recent Advances on UAV and Deep Learning for Early Crop Diseases Identification: A Short Review","publication_year":2021,"publication_date":"2021-07-14","ids":{"openalex":"https://openalex.org/W3184030235","doi":"https://doi.org/10.1109/icit52682.2021.9491661","mag":"3184030235"},"language":"en","primary_location":{"id":"doi:10.1109/icit52682.2021.9491661","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icit52682.2021.9491661","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 International Conference on Information Technology (ICIT)","raw_type":"proceedings-article"},"type":"review","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/A5079165539","display_name":"Abdelmalek Bouguettaya","orcid":"https://orcid.org/0000-0003-2288-8832"},"institutions":[{"id":"https://openalex.org/I4210086178","display_name":"Research Center in Industrial Technologies","ror":"https://ror.org/00qhvgf79","country_code":"DZ","type":"facility","lineage":["https://openalex.org/I4210086178"]}],"countries":["DZ"],"is_corresponding":true,"raw_author_name":"Abdelmalek Bouguettaya","raw_affiliation_strings":["Research Centre in Industrial Technologies (CRTI), Algiers, Algeria"],"affiliations":[{"raw_affiliation_string":"Research Centre in Industrial Technologies (CRTI), Algiers, Algeria","institution_ids":["https://openalex.org/I4210086178"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5064615228","display_name":"Hafed Zarzour","orcid":"https://orcid.org/0000-0001-9441-4842"},"institutions":[{"id":"https://openalex.org/I1288970718","display_name":"Mohamed-Cherif Messaadia University","ror":"https://ror.org/04pn9tn44","country_code":"DZ","type":"education","lineage":["https://openalex.org/I1288970718"]}],"countries":["DZ"],"is_corresponding":false,"raw_author_name":"Hafed Zarzour","raw_affiliation_strings":["Souk Ahras University, Souk-Ahras, Algeria"],"affiliations":[{"raw_affiliation_string":"Souk Ahras University, Souk-Ahras, Algeria","institution_ids":["https://openalex.org/I1288970718"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5037891173","display_name":"Ahmed Kechida","orcid":"https://orcid.org/0000-0001-7330-2104"},"institutions":[{"id":"https://openalex.org/I4210086178","display_name":"Research Center in Industrial Technologies","ror":"https://ror.org/00qhvgf79","country_code":"DZ","type":"facility","lineage":["https://openalex.org/I4210086178"]}],"countries":["DZ"],"is_corresponding":false,"raw_author_name":"Ahmed Kechida","raw_affiliation_strings":["Research Centre in Industrial Technologies (CRTI), Algiers, Algeria"],"affiliations":[{"raw_affiliation_string":"Research Centre in Industrial Technologies (CRTI), Algiers, Algeria","institution_ids":["https://openalex.org/I4210086178"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5005064437","display_name":"Amine Mohammed Taberkit","orcid":"https://orcid.org/0000-0002-7478-718X"},"institutions":[{"id":"https://openalex.org/I4210086178","display_name":"Research Center in Industrial Technologies","ror":"https://ror.org/00qhvgf79","country_code":"DZ","type":"facility","lineage":["https://openalex.org/I4210086178"]}],"countries":["DZ"],"is_corresponding":false,"raw_author_name":"Amine Mohammed Taberkit","raw_affiliation_strings":["Research Centre in Industrial Technologies (CRTI), Algiers, Algeria"],"affiliations":[{"raw_affiliation_string":"Research Centre in Industrial Technologies (CRTI), Algiers, Algeria","institution_ids":["https://openalex.org/I4210086178"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5079165539"],"corresponding_institution_ids":["https://openalex.org/I4210086178"],"apc_list":null,"apc_paid":null,"fwci":3.2828,"has_fulltext":false,"cited_by_count":19,"citation_normalized_percentile":{"value":0.91454598,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"334","last_page":"339"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10616","display_name":"Smart Agriculture and AI","score":0.9991000294685364,"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":0.9991000294685364,"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/T10640","display_name":"Spectroscopy and Chemometric Analyses","score":0.982699990272522,"subfield":{"id":"https://openalex.org/subfields/1602","display_name":"Analytical Chemistry"},"field":{"id":"https://openalex.org/fields/16","display_name":"Chemistry"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10111","display_name":"Remote Sensing in Agriculture","score":0.9804999828338623,"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/computer-science","display_name":"Computer science","score":0.6508055925369263},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.6086440086364746},{"id":"https://openalex.org/keywords/identification","display_name":"Identification (biology)","score":0.5884413719177246},{"id":"https://openalex.org/keywords/food-security","display_name":"Food security","score":0.4952487051486969},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4283718764781952},{"id":"https://openalex.org/keywords/agricultural-engineering","display_name":"Agricultural engineering","score":0.33985331654548645},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.1711445152759552},{"id":"https://openalex.org/keywords/agriculture","display_name":"Agriculture","score":0.13027364015579224}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6508055925369263},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.6086440086364746},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.5884413719177246},{"id":"https://openalex.org/C549605437","wikidata":"https://www.wikidata.org/wiki/Q1229911","display_name":"Food security","level":3,"score":0.4952487051486969},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4283718764781952},{"id":"https://openalex.org/C88463610","wikidata":"https://www.wikidata.org/wiki/Q194118","display_name":"Agricultural engineering","level":1,"score":0.33985331654548645},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.1711445152759552},{"id":"https://openalex.org/C118518473","wikidata":"https://www.wikidata.org/wiki/Q11451","display_name":"Agriculture","level":2,"score":0.13027364015579224},{"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/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icit52682.2021.9491661","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icit52682.2021.9491661","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 International Conference on Information Technology (ICIT)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.7200000286102295,"display_name":"Zero hunger","id":"https://metadata.un.org/sdg/2"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":71,"referenced_works":["https://openalex.org/W639708223","https://openalex.org/W1686810756","https://openalex.org/W1901129140","https://openalex.org/W1903029394","https://openalex.org/W2097117768","https://openalex.org/W2099471712","https://openalex.org/W2112796928","https://openalex.org/W2118246710","https://openalex.org/W2158809385","https://openalex.org/W2183341477","https://openalex.org/W2194775991","https://openalex.org/W2274287116","https://openalex.org/W2410078429","https://openalex.org/W2412782625","https://openalex.org/W2531409750","https://openalex.org/W2560023338","https://openalex.org/W2612445135","https://openalex.org/W2796347433","https://openalex.org/W2895994027","https://openalex.org/W2897017401","https://openalex.org/W2911964244","https://openalex.org/W2921277556","https://openalex.org/W2954187519","https://openalex.org/W2955068635","https://openalex.org/W2962835968","https://openalex.org/W2963351448","https://openalex.org/W2963881378","https://openalex.org/W2964350391","https://openalex.org/W2969896545","https://openalex.org/W2978577964","https://openalex.org/W2989079554","https://openalex.org/W2995051770","https://openalex.org/W2995187556","https://openalex.org/W3003765781","https://openalex.org/W3007561208","https://openalex.org/W3014258979","https://openalex.org/W3017365251","https://openalex.org/W3019576236","https://openalex.org/W3039926407","https://openalex.org/W3042909640","https://openalex.org/W3081084433","https://openalex.org/W3081638962","https://openalex.org/W3082480853","https://openalex.org/W3083086122","https://openalex.org/W3087613434","https://openalex.org/W3088154325","https://openalex.org/W3088604489","https://openalex.org/W3090216389","https://openalex.org/W3093956116","https://openalex.org/W3102884643","https://openalex.org/W3107505554","https://openalex.org/W3111779767","https://openalex.org/W3113861800","https://openalex.org/W3120255147","https://openalex.org/W3120426666","https://openalex.org/W3126306463","https://openalex.org/W3164012963","https://openalex.org/W4293584584","https://openalex.org/W4297775537","https://openalex.org/W4320013936","https://openalex.org/W6637373629","https://openalex.org/W6639824700","https://openalex.org/W6676622225","https://openalex.org/W6737664043","https://openalex.org/W6750227808","https://openalex.org/W6780024393","https://openalex.org/W6783122889","https://openalex.org/W6786045712","https://openalex.org/W6787268219","https://openalex.org/W6787380779","https://openalex.org/W6795319910"],"related_works":["https://openalex.org/W2731899572","https://openalex.org/W3215138031","https://openalex.org/W3009238340","https://openalex.org/W2939353110","https://openalex.org/W4321369474","https://openalex.org/W4360585206","https://openalex.org/W4285208911","https://openalex.org/W3082895349","https://openalex.org/W4213079790","https://openalex.org/W2248239756"],"abstract_inverted_index":{"The":[0,35],"different":[1],"crop":[2,30,53,122],"diseases":[3,123],"are":[4,22,88],"a":[5,58],"serious":[6],"threat":[7],"resulting":[8,70],"in":[9,71,80,100,109],"significant":[10],"yield":[11],"losses,":[12],"where":[13],"their":[14,125],"effective":[15,50,91],"monitoring":[16],"and":[17,28,32,62,84,114],"accurate":[18],"early":[19,126],"identification":[20],"techniques":[21,87],"considered":[23,89],"crucial":[24],"to":[25,66,93,120,128],"ensure":[26],"stable":[27],"reliable":[29],"productivity":[31],"food":[33,130],"security.":[34],"traditional":[36],"methods":[37],"often":[38],"rely":[39],"on":[40,105],"human":[41],"expert-based":[42],"inspection":[43],"of":[44],"disease":[45],"symptoms,":[46],"which":[47],"could":[48],"be":[49],"for":[51],"small":[52],"fields.":[54],"However,":[55],"they":[56],"require":[57],"very":[59,72],"long":[60],"time":[61],"great":[63],"physical":[64],"effort":[65],"cover":[67],"large":[68],"crops":[69],"high":[73],"miss":[74],"detection":[75],"rates.":[76],"Recent":[77],"innovative":[78],"advances":[79,108],"remote":[81],"sensing":[82],"technologies":[83],"computer":[85,117],"vision":[86,118],"an":[90],"way":[92],"solve":[94],"such":[95],"problems.":[96],"To":[97],"this":[98,101],"end,":[99],"paper,":[102],"we":[103],"focus":[104],"the":[106],"recent":[107],"Unmanned":[110],"Aerial":[111],"Vehicle":[112],"platforms":[113],"deep":[115],"learning-based":[116],"algorithms":[119],"identify":[121],"at":[124],"stage":[127],"improve":[129],"production.":[131]},"counts_by_year":[{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":6},{"year":2023,"cited_by_count":6},{"year":2022,"cited_by_count":3}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}