{"id":"https://openalex.org/W7164835115","doi":"https://doi.org/10.1016/j.compag.2026.112042","title":"Global wheat disease identification via AI technologies: An in-depth survey with sustainability and future projections","display_name":"Global wheat disease identification via AI technologies: An in-depth survey with sustainability and future projections","publication_year":2026,"publication_date":"2026-06-15","ids":{"openalex":"https://openalex.org/W7164835115","doi":"https://doi.org/10.1016/j.compag.2026.112042"},"language":"en","primary_location":{"id":"doi:10.1016/j.compag.2026.112042","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.compag.2026.112042","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/A5077738450","display_name":"Mustafa Mhamed","orcid":"https://orcid.org/0000-0002-3106-669X"},"institutions":[{"id":"https://openalex.org/I4210149102","display_name":"Sanya University","ror":"https://ror.org/04fa2qd52","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210149102"]},{"id":"https://openalex.org/I4210151987","display_name":"Ministry of Agriculture and Rural Affairs","ror":"https://ror.org/05ckt8b96","country_code":"CN","type":"government","lineage":["https://openalex.org/I4210127390","https://openalex.org/I4210151987"]},{"id":"https://openalex.org/I52158045","display_name":"China Agricultural University","ror":"https://ror.org/04v3ywz14","country_code":"CN","type":"education","lineage":["https://openalex.org/I52158045"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Mustafa Mhamed","raw_affiliation_strings":["Key Laboratory of Agricultural Information Acquisition Technology, Ministry of Agriculture and Rural Affairs, China Agricultural University, Beijing, China","Key Laboratory of Smart Agriculture System Integration, Ministry of Education, Beijing 100083, China","Sanya Institute, China Agricultural University, Sanya 572025, Hainan, China"],"raw_orcid":"https://orcid.org/0000-0002-3106-669X","affiliations":[{"raw_affiliation_string":"Key Laboratory of Agricultural Information Acquisition Technology, Ministry of Agriculture and Rural Affairs, China Agricultural University, Beijing, China","institution_ids":["https://openalex.org/I4210151987","https://openalex.org/I52158045"]},{"raw_affiliation_string":"Key Laboratory of Smart Agriculture System Integration, Ministry of Education, Beijing 100083, China","institution_ids":[]},{"raw_affiliation_string":"Sanya Institute, China Agricultural University, Sanya 572025, Hainan, China","institution_ids":["https://openalex.org/I4210149102","https://openalex.org/I52158045"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5039190713","display_name":"Z K Zhang","orcid":null},"institutions":[{"id":"https://openalex.org/I4210149102","display_name":"Sanya University","ror":"https://ror.org/04fa2qd52","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210149102"]},{"id":"https://openalex.org/I4210151987","display_name":"Ministry of Agriculture and Rural Affairs","ror":"https://ror.org/05ckt8b96","country_code":"CN","type":"government","lineage":["https://openalex.org/I4210127390","https://openalex.org/I4210151987"]},{"id":"https://openalex.org/I52158045","display_name":"China Agricultural University","ror":"https://ror.org/04v3ywz14","country_code":"CN","type":"education","lineage":["https://openalex.org/I52158045"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Zhao Zhang","raw_affiliation_strings":["Key Laboratory of Agricultural Information Acquisition Technology, Ministry of Agriculture and Rural Affairs, China Agricultural University, Beijing, China","Key Laboratory of Smart Agriculture System Integration, Ministry of Education, Beijing 100083, China","Sanya Institute, China Agricultural University, Sanya 572025, Hainan, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Key Laboratory of Agricultural Information Acquisition Technology, Ministry of Agriculture and Rural Affairs, China Agricultural University, Beijing, China","institution_ids":["https://openalex.org/I4210151987","https://openalex.org/I52158045"]},{"raw_affiliation_string":"Key Laboratory of Smart Agriculture System Integration, Ministry of Education, Beijing 100083, China","institution_ids":[]},{"raw_affiliation_string":"Sanya Institute, China Agricultural University, Sanya 572025, Hainan, China","institution_ids":["https://openalex.org/I4210149102","https://openalex.org/I52158045"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5036704622","display_name":"M Zhang","orcid":null},"institutions":[{"id":"https://openalex.org/I4210149102","display_name":"Sanya University","ror":"https://ror.org/04fa2qd52","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210149102"]},{"id":"https://openalex.org/I4210151987","display_name":"Ministry of Agriculture and Rural Affairs","ror":"https://ror.org/05ckt8b96","country_code":"CN","type":"government","lineage":["https://openalex.org/I4210127390","https://openalex.org/I4210151987"]},{"id":"https://openalex.org/I52158045","display_name":"China Agricultural University","ror":"https://ror.org/04v3ywz14","country_code":"CN","type":"education","lineage":["https://openalex.org/I52158045"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Man Zhang","raw_affiliation_strings":["Key Laboratory of Agricultural Information Acquisition Technology, Ministry of Agriculture and Rural Affairs, China Agricultural University, Beijing, China","Key Laboratory of Smart Agriculture System Integration, Ministry of Education, Beijing 100083, China","Sanya Institute, China Agricultural University, Sanya 572025, Hainan, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Key Laboratory of Agricultural Information Acquisition Technology, Ministry of Agriculture and Rural Affairs, China Agricultural University, Beijing, China","institution_ids":["https://openalex.org/I4210151987","https://openalex.org/I52158045"]},{"raw_affiliation_string":"Key Laboratory of Smart Agriculture System Integration, Ministry of Education, Beijing 100083, China","institution_ids":[]},{"raw_affiliation_string":"Sanya Institute, China Agricultural University, Sanya 572025, Hainan, China","institution_ids":["https://openalex.org/I4210149102","https://openalex.org/I52158045"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5039190713"],"corresponding_institution_ids":["https://openalex.org/I4210149102","https://openalex.org/I4210151987","https://openalex.org/I52158045"],"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":0.74734508,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"251","issue":null,"first_page":"112042","last_page":"112042"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10616","display_name":"Smart Agriculture and AI","score":0.9086999893188477,"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":0.9086999893188477,"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":0.03869999945163727,"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/T12660","display_name":"Plant Disease Management Techniques","score":0.003700000001117587,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/sustainability","display_name":"Sustainability","score":0.5608000159263611},{"id":"https://openalex.org/keywords/identification","display_name":"Identification (biology)","score":0.5174000263214111},{"id":"https://openalex.org/keywords/robotics","display_name":"Robotics","score":0.513700008392334},{"id":"https://openalex.org/keywords/food-security","display_name":"Food security","score":0.4982999861240387},{"id":"https://openalex.org/keywords/dominance","display_name":"Dominance (genetics)","score":0.42149999737739563},{"id":"https://openalex.org/keywords/metric","display_name":"Metric (unit)","score":0.39079999923706055},{"id":"https://openalex.org/keywords/sustainable-development","display_name":"Sustainable development","score":0.32420000433921814}],"concepts":[{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5737000107765198},{"id":"https://openalex.org/C66204764","wikidata":"https://www.wikidata.org/wiki/Q219416","display_name":"Sustainability","level":2,"score":0.5608000159263611},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.5174000263214111},{"id":"https://openalex.org/C34413123","wikidata":"https://www.wikidata.org/wiki/Q170978","display_name":"Robotics","level":3,"score":0.513700008392334},{"id":"https://openalex.org/C549605437","wikidata":"https://www.wikidata.org/wiki/Q1229911","display_name":"Food security","level":3,"score":0.4982999861240387},{"id":"https://openalex.org/C151913843","wikidata":"https://www.wikidata.org/wiki/Q3454555","display_name":"Dominance (genetics)","level":3,"score":0.42149999737739563},{"id":"https://openalex.org/C176217482","wikidata":"https://www.wikidata.org/wiki/Q860554","display_name":"Metric (unit)","level":2,"score":0.39079999923706055},{"id":"https://openalex.org/C88463610","wikidata":"https://www.wikidata.org/wiki/Q194118","display_name":"Agricultural engineering","level":1,"score":0.3837999999523163},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.35409998893737793},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.3456999957561493},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3361999988555908},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.3312000036239624},{"id":"https://openalex.org/C552854447","wikidata":"https://www.wikidata.org/wiki/Q131201","display_name":"Sustainable development","level":2,"score":0.32420000433921814},{"id":"https://openalex.org/C133462117","wikidata":"https://www.wikidata.org/wiki/Q4929239","display_name":"Data collection","level":2,"score":0.3124000132083893},{"id":"https://openalex.org/C2778348673","wikidata":"https://www.wikidata.org/wiki/Q739302","display_name":"Production (economics)","level":2,"score":0.3003000020980835},{"id":"https://openalex.org/C5339829","wikidata":"https://www.wikidata.org/wiki/Q1425977","display_name":"Machine vision","level":2,"score":0.2833000123500824},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.28049999475479126},{"id":"https://openalex.org/C2989409935","wikidata":"https://www.wikidata.org/wiki/Q11451","display_name":"Crop production","level":3,"score":0.2775999903678894},{"id":"https://openalex.org/C207267971","wikidata":"https://www.wikidata.org/wiki/Q120208","display_name":"Emerging technologies","level":2,"score":0.2757999897003174},{"id":"https://openalex.org/C137580998","wikidata":"https://www.wikidata.org/wiki/Q235352","display_name":"Crop","level":2,"score":0.27160000801086426},{"id":"https://openalex.org/C107826830","wikidata":"https://www.wikidata.org/wiki/Q929380","display_name":"Environmental resource management","level":1,"score":0.27090001106262207},{"id":"https://openalex.org/C54924851","wikidata":"https://www.wikidata.org/wiki/Q2751054","display_name":"Sustainable agriculture","level":3,"score":0.26989999413490295},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.25679999589920044},{"id":"https://openalex.org/C150903083","wikidata":"https://www.wikidata.org/wiki/Q7108","display_name":"Biotechnology","level":1,"score":0.2524000108242035}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1016/j.compag.2026.112042","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.compag.2026.112042","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":"Responsible consumption and production","score":0.4477533996105194,"id":"https://metadata.un.org/sdg/12"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320321131","display_name":"China Agricultural University","ror":"https://ror.org/04v3ywz14"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":127,"referenced_works":["https://openalex.org/W1999621311","https://openalex.org/W2008270927","https://openalex.org/W2011507161","https://openalex.org/W2037305710","https://openalex.org/W2166809441","https://openalex.org/W2486654687","https://openalex.org/W2510112041","https://openalex.org/W2592084954","https://openalex.org/W2612844455","https://openalex.org/W2765366036","https://openalex.org/W2765671382","https://openalex.org/W2792434602","https://openalex.org/W2890513934","https://openalex.org/W2904027073","https://openalex.org/W2905175840","https://openalex.org/W2910363199","https://openalex.org/W2954187519","https://openalex.org/W2958583289","https://openalex.org/W2958699286","https://openalex.org/W2978267307","https://openalex.org/W2980513214","https://openalex.org/W2980561731","https://openalex.org/W3006316917","https://openalex.org/W3011612089","https://openalex.org/W3031909544","https://openalex.org/W3034787265","https://openalex.org/W3038875616","https://openalex.org/W3041377591","https://openalex.org/W3047895866","https://openalex.org/W3048592561","https://openalex.org/W3094707741","https://openalex.org/W3113861800","https://openalex.org/W3120426666","https://openalex.org/W3135345009","https://openalex.org/W3146889079","https://openalex.org/W3160856016","https://openalex.org/W3166574792","https://openalex.org/W3174396058","https://openalex.org/W3174812049","https://openalex.org/W3175388960","https://openalex.org/W3176362379","https://openalex.org/W3183879353","https://openalex.org/W3202239139","https://openalex.org/W3205512106","https://openalex.org/W3207126641","https://openalex.org/W4200382628","https://openalex.org/W4205236264","https://openalex.org/W4206921311","https://openalex.org/W4213171864","https://openalex.org/W4253855126","https://openalex.org/W4283325576","https://openalex.org/W4284663503","https://openalex.org/W4286208835","https://openalex.org/W4286664797","https://openalex.org/W4289205500","https://openalex.org/W4291753147","https://openalex.org/W4291824831","https://openalex.org/W4303968580","https://openalex.org/W4308509944","https://openalex.org/W4309919941","https://openalex.org/W4310011660","https://openalex.org/W4310241727","https://openalex.org/W4311471747","https://openalex.org/W4313403774","https://openalex.org/W4316466202","https://openalex.org/W4318052970","https://openalex.org/W4323318464","https://openalex.org/W4323644159","https://openalex.org/W4327723655","https://openalex.org/W4366690997","https://openalex.org/W4376129079","https://openalex.org/W4380789014","https://openalex.org/W4382195690","https://openalex.org/W4382202323","https://openalex.org/W4385289315","https://openalex.org/W4385578134","https://openalex.org/W4385584842","https://openalex.org/W4385756503","https://openalex.org/W4385897463","https://openalex.org/W4386156483","https://openalex.org/W4387374946","https://openalex.org/W4388848480","https://openalex.org/W4389617116","https://openalex.org/W4389789345","https://openalex.org/W4390551018","https://openalex.org/W4390735682","https://openalex.org/W4391278496","https://openalex.org/W4391437046","https://openalex.org/W4391690562","https://openalex.org/W4396680676","https://openalex.org/W4396791518","https://openalex.org/W4396835361","https://openalex.org/W4399715967","https://openalex.org/W4399822137","https://openalex.org/W4400284825","https://openalex.org/W4400290499","https://openalex.org/W4401343263","https://openalex.org/W4401534741","https://openalex.org/W4401955341","https://openalex.org/W4402045074","https://openalex.org/W4402509011","https://openalex.org/W4402536348","https://openalex.org/W4403745294","https://openalex.org/W4405307786","https://openalex.org/W4405997326","https://openalex.org/W4406267707","https://openalex.org/W4406739409","https://openalex.org/W4407180859","https://openalex.org/W4408235655","https://openalex.org/W4408605202","https://openalex.org/W4408649227","https://openalex.org/W4409148054","https://openalex.org/W4409277849","https://openalex.org/W4409365448","https://openalex.org/W4410489157","https://openalex.org/W4410729144","https://openalex.org/W4411287704","https://openalex.org/W4412451208","https://openalex.org/W4412463685","https://openalex.org/W4412593807","https://openalex.org/W4412793229","https://openalex.org/W4412861296","https://openalex.org/W7119489180","https://openalex.org/W7124166625","https://openalex.org/W7124675327","https://openalex.org/W7128424761","https://openalex.org/W7160348512"],"related_works":[],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-06-17T06:14:20.161405","created_date":"2026-06-16T00:00:00"}
