{"id":"https://openalex.org/W4289545044","doi":"https://doi.org/10.1007/s10586-022-03627-x","title":"A survey on deep learning-based identification of plant and crop diseases from UAV-based aerial images","display_name":"A survey on deep learning-based identification of plant and crop diseases from UAV-based aerial images","publication_year":2022,"publication_date":"2022-08-03","ids":{"openalex":"https://openalex.org/W4289545044","doi":"https://doi.org/10.1007/s10586-022-03627-x","pmid":"https://pubmed.ncbi.nlm.nih.gov/35968221"},"language":"en","primary_location":{"id":"doi:10.1007/s10586-022-03627-x","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s10586-022-03627-x","pdf_url":"https://link.springer.com/content/pdf/10.1007/s10586-022-03627-x.pdf","source":{"id":"https://openalex.org/S106148199","display_name":"Cluster Computing","issn_l":"1386-7857","issn":["1386-7857","1573-7543"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Cluster Computing","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","pubmed"],"open_access":{"is_oa":true,"oa_status":"bronze","oa_url":"https://link.springer.com/content/pdf/10.1007/s10586-022-03627-x.pdf","any_repository_has_fulltext":true},"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), P.O. Box 64, Cheraga, 16014 Algiers, Algeria","Research Centre in Industrial Technologies (CRTI), P.O. Box 64, Cheraga, 16014, Algiers, Algeria"],"raw_orcid":"https://orcid.org/0000-0003-2288-8832","affiliations":[{"raw_affiliation_string":"Research Centre in Industrial Technologies (CRTI), P.O. Box 64, Cheraga, 16014 Algiers, Algeria","institution_ids":["https://openalex.org/I4210086178"]},{"raw_affiliation_string":"Research Centre in Industrial Technologies (CRTI), P.O. Box 64, Cheraga, 16014, 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":["LIM Research, Department of Mathematics and Computer Science, Souk Ahras University, 41000 Souk Ahras, Algeria","LIM Research, Department of Mathematics and Computer Science, Souk Ahras University, 41000, Souk Ahras, Algeria"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"LIM Research, Department of Mathematics and Computer Science, Souk Ahras University, 41000 Souk Ahras, Algeria","institution_ids":["https://openalex.org/I1288970718"]},{"raw_affiliation_string":"LIM Research, Department of Mathematics and Computer Science, Souk Ahras University, 41000, 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), P.O. Box 64, Cheraga, 16014 Algiers, Algeria","Research Centre in Industrial Technologies (CRTI), P.O. Box 64, Cheraga, 16014, Algiers, Algeria"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Research Centre in Industrial Technologies (CRTI), P.O. Box 64, Cheraga, 16014 Algiers, Algeria","institution_ids":["https://openalex.org/I4210086178"]},{"raw_affiliation_string":"Research Centre in Industrial Technologies (CRTI), P.O. Box 64, Cheraga, 16014, 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), P.O. Box 64, Cheraga, 16014 Algiers, Algeria","Research Centre in Industrial Technologies (CRTI), P.O. Box 64, Cheraga, 16014, Algiers, Algeria"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Research Centre in Industrial Technologies (CRTI), P.O. Box 64, Cheraga, 16014 Algiers, Algeria","institution_ids":["https://openalex.org/I4210086178"]},{"raw_affiliation_string":"Research Centre in Industrial Technologies (CRTI), P.O. Box 64, Cheraga, 16014, 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":{"value":2190,"currency":"EUR","value_usd":2790},"apc_paid":null,"fwci":26.2532,"has_fulltext":true,"cited_by_count":136,"citation_normalized_percentile":{"value":0.99752114,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":100},"biblio":{"volume":"26","issue":"2","first_page":"1297","last_page":"1317"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10616","display_name":"Smart Agriculture and AI","score":0.9991999864578247,"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":0.9991999864578247,"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":0.9940999746322632,"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/T10640","display_name":"Spectroscopy and Chemometric Analyses","score":0.9404000043869019,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7534737586975098},{"id":"https://openalex.org/keywords/precision-agriculture","display_name":"Precision agriculture","score":0.6552702784538269},{"id":"https://openalex.org/keywords/agriculture","display_name":"Agriculture","score":0.6365276575088501},{"id":"https://openalex.org/keywords/identification","display_name":"Identification (biology)","score":0.6206083297729492},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.5967499017715454},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4954429864883423},{"id":"https://openalex.org/keywords/plant-disease","display_name":"Plant disease","score":0.47155997157096863},{"id":"https://openalex.org/keywords/productivity","display_name":"Productivity","score":0.4393099248409271},{"id":"https://openalex.org/keywords/crop-productivity","display_name":"Crop productivity","score":0.4373951554298401},{"id":"https://openalex.org/keywords/agricultural-engineering","display_name":"Agricultural engineering","score":0.4180243909358978},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.39023685455322266},{"id":"https://openalex.org/keywords/biotechnology","display_name":"Biotechnology","score":0.20096242427825928},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.0891970694065094},{"id":"https://openalex.org/keywords/ecology","display_name":"Ecology","score":0.07663652300834656}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7534737586975098},{"id":"https://openalex.org/C120217122","wikidata":"https://www.wikidata.org/wiki/Q740083","display_name":"Precision agriculture","level":3,"score":0.6552702784538269},{"id":"https://openalex.org/C118518473","wikidata":"https://www.wikidata.org/wiki/Q11451","display_name":"Agriculture","level":2,"score":0.6365276575088501},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.6206083297729492},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.5967499017715454},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4954429864883423},{"id":"https://openalex.org/C3019235130","wikidata":"https://www.wikidata.org/wiki/Q188956","display_name":"Plant disease","level":2,"score":0.47155997157096863},{"id":"https://openalex.org/C204983608","wikidata":"https://www.wikidata.org/wiki/Q2111958","display_name":"Productivity","level":2,"score":0.4393099248409271},{"id":"https://openalex.org/C2993120057","wikidata":"https://www.wikidata.org/wiki/Q3816336","display_name":"Crop productivity","level":3,"score":0.4373951554298401},{"id":"https://openalex.org/C88463610","wikidata":"https://www.wikidata.org/wiki/Q194118","display_name":"Agricultural engineering","level":1,"score":0.4180243909358978},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.39023685455322266},{"id":"https://openalex.org/C150903083","wikidata":"https://www.wikidata.org/wiki/Q7108","display_name":"Biotechnology","level":1,"score":0.20096242427825928},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0891970694065094},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.07663652300834656},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0},{"id":"https://openalex.org/C139719470","wikidata":"https://www.wikidata.org/wiki/Q39680","display_name":"Macroeconomics","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1007/s10586-022-03627-x","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s10586-022-03627-x","pdf_url":"https://link.springer.com/content/pdf/10.1007/s10586-022-03627-x.pdf","source":{"id":"https://openalex.org/S106148199","display_name":"Cluster Computing","issn_l":"1386-7857","issn":["1386-7857","1573-7543"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Cluster Computing","raw_type":"journal-article"},{"id":"pmid:35968221","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/35968221","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Cluster computing","raw_type":null},{"id":"pmh:oai:pubmedcentral.nih.gov:9362359","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/9362359","pdf_url":null,"source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Cluster Comput","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.1007/s10586-022-03627-x","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s10586-022-03627-x","pdf_url":"https://link.springer.com/content/pdf/10.1007/s10586-022-03627-x.pdf","source":{"id":"https://openalex.org/S106148199","display_name":"Cluster Computing","issn_l":"1386-7857","issn":["1386-7857","1573-7543"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Cluster Computing","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.7900000214576721,"id":"https://metadata.un.org/sdg/2","display_name":"Zero hunger"}],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4289545044.pdf","grobid_xml":"https://content.openalex.org/works/W4289545044.grobid-xml"},"referenced_works_count":85,"referenced_works":["https://openalex.org/W2183341477","https://openalex.org/W2194775991","https://openalex.org/W2410078429","https://openalex.org/W2531409750","https://openalex.org/W2559597482","https://openalex.org/W2598591505","https://openalex.org/W2775495931","https://openalex.org/W2794242089","https://openalex.org/W2800739703","https://openalex.org/W2888404827","https://openalex.org/W2889682228","https://openalex.org/W2895994027","https://openalex.org/W2896292343","https://openalex.org/W2897017401","https://openalex.org/W2906082851","https://openalex.org/W2914880340","https://openalex.org/W2940856955","https://openalex.org/W2954187519","https://openalex.org/W2954934222","https://openalex.org/W2955068635","https://openalex.org/W2969896545","https://openalex.org/W2977144840","https://openalex.org/W2981529822","https://openalex.org/W2988842639","https://openalex.org/W2991429304","https://openalex.org/W2995051770","https://openalex.org/W2995187556","https://openalex.org/W2996062047","https://openalex.org/W2996348887","https://openalex.org/W3003765781","https://openalex.org/W3007203656","https://openalex.org/W3007561208","https://openalex.org/W3009824020","https://openalex.org/W3011520619","https://openalex.org/W3011612089","https://openalex.org/W3017365251","https://openalex.org/W3040987333","https://openalex.org/W3041675257","https://openalex.org/W3044921708","https://openalex.org/W3081084433","https://openalex.org/W3081638962","https://openalex.org/W3081976154","https://openalex.org/W3082480853","https://openalex.org/W3083086122","https://openalex.org/W3087420646","https://openalex.org/W3087613434","https://openalex.org/W3088154325","https://openalex.org/W3091107621","https://openalex.org/W3093956116","https://openalex.org/W3102884643","https://openalex.org/W3106881551","https://openalex.org/W3107505554","https://openalex.org/W3108297739","https://openalex.org/W3111432325","https://openalex.org/W3111779767","https://openalex.org/W3113861800","https://openalex.org/W3114315101","https://openalex.org/W3119001219","https://openalex.org/W3119051141","https://openalex.org/W3120255147","https://openalex.org/W3120426666","https://openalex.org/W3126306463","https://openalex.org/W3136619453","https://openalex.org/W3139484821","https://openalex.org/W3144426752","https://openalex.org/W3159565241","https://openalex.org/W3161987923","https://openalex.org/W3164012963","https://openalex.org/W3174049649","https://openalex.org/W3174385379","https://openalex.org/W3178598619","https://openalex.org/W3184030235","https://openalex.org/W3195569425","https://openalex.org/W3196908521","https://openalex.org/W3199761691","https://openalex.org/W3201244255","https://openalex.org/W3202239139","https://openalex.org/W3202822501","https://openalex.org/W3202964170","https://openalex.org/W3203428234","https://openalex.org/W3204694058","https://openalex.org/W3207126641","https://openalex.org/W3207445082","https://openalex.org/W3212797097","https://openalex.org/W4206758530"],"related_works":["https://openalex.org/W4223943233","https://openalex.org/W4312200629","https://openalex.org/W4360585206","https://openalex.org/W4295854770","https://openalex.org/W3183376677","https://openalex.org/W2897991524","https://openalex.org/W4224986376","https://openalex.org/W4282974753","https://openalex.org/W4281478125","https://openalex.org/W4379875071"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":11},{"year":2025,"cited_by_count":41},{"year":2024,"cited_by_count":56},{"year":2023,"cited_by_count":27},{"year":2022,"cited_by_count":1}],"updated_date":"2026-05-16T08:24:45.110214","created_date":"2025-10-10T00:00:00"}