{"id":"https://openalex.org/W7163756155","doi":"https://doi.org/10.1016/j.compag.2026.111984","title":"\u2018From growth monitoring to berry quality prediction: Advances and challenges in UAV remote sensing for precision viticulture","display_name":"\u2018From growth monitoring to berry quality prediction: Advances and challenges in UAV remote sensing for precision viticulture","publication_year":2026,"publication_date":"2026-06-06","ids":{"openalex":"https://openalex.org/W7163756155","doi":"https://doi.org/10.1016/j.compag.2026.111984"},"language":"en","primary_location":{"id":"doi:10.1016/j.compag.2026.111984","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.compag.2026.111984","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/A5138022707","display_name":"Jinyu Yang","orcid":null},"institutions":[{"id":"https://openalex.org/I4210134523","display_name":"State Forestry and Grassland Administration","ror":"https://ror.org/03f2n3n81","country_code":"CN","type":"government","lineage":["https://openalex.org/I4210134523"]},{"id":"https://openalex.org/I89652312","display_name":"Northwest A&F University","ror":"https://ror.org/0051rme32","country_code":"CN","type":"education","lineage":["https://openalex.org/I89652312"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jinyu Yang","raw_affiliation_strings":["College of Enology, College of Food Science and Engineering, Shaanxi Provincial Key Laboratory of Viti-Viniculture, Viti-viniculture Engineering Technology Center of State Forestry and Grassland Administration, Shaanxi Engineering Research Center for Viti-Viniculture, Heyang Viti-viniculture Station, Ningxia Eastern Foot of Helan Mountain Wine Station, Northwest A&F University, Yangling 712100, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Enology, College of Food Science and Engineering, Shaanxi Provincial Key Laboratory of Viti-Viniculture, Viti-viniculture Engineering Technology Center of State Forestry and Grassland Administration, Shaanxi Engineering Research Center for Viti-Viniculture, Heyang Viti-viniculture Station, Ningxia Eastern Foot of Helan Mountain Wine Station, Northwest A&F University, Yangling 712100, China","institution_ids":["https://openalex.org/I4210134523","https://openalex.org/I89652312"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5138059404","display_name":"Mengyuan Wei","orcid":null},"institutions":[{"id":"https://openalex.org/I4210134523","display_name":"State Forestry and Grassland Administration","ror":"https://ror.org/03f2n3n81","country_code":"CN","type":"government","lineage":["https://openalex.org/I4210134523"]},{"id":"https://openalex.org/I89652312","display_name":"Northwest A&F University","ror":"https://ror.org/0051rme32","country_code":"CN","type":"education","lineage":["https://openalex.org/I89652312"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Mengyuan Wei","raw_affiliation_strings":["College of Enology, College of Food Science and Engineering, Shaanxi Provincial Key Laboratory of Viti-Viniculture, Viti-viniculture Engineering Technology Center of State Forestry and Grassland Administration, Shaanxi Engineering Research Center for Viti-Viniculture, Heyang Viti-viniculture Station, Ningxia Eastern Foot of Helan Mountain Wine Station, Northwest A&F University, Yangling 712100, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Enology, College of Food Science and Engineering, Shaanxi Provincial Key Laboratory of Viti-Viniculture, Viti-viniculture Engineering Technology Center of State Forestry and Grassland Administration, Shaanxi Engineering Research Center for Viti-Viniculture, Heyang Viti-viniculture Station, Ningxia Eastern Foot of Helan Mountain Wine Station, Northwest A&F University, Yangling 712100, China","institution_ids":["https://openalex.org/I4210134523","https://openalex.org/I89652312"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5138036231","display_name":"Qifan Chen","orcid":null},"institutions":[{"id":"https://openalex.org/I89652312","display_name":"Northwest A&F University","ror":"https://ror.org/0051rme32","country_code":"CN","type":"education","lineage":["https://openalex.org/I89652312"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qifan Chen","raw_affiliation_strings":["College of Mechanical and Electronic Engineering, Northwest A&F University, Yangling 712100, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Mechanical and Electronic Engineering, Northwest A&F University, Yangling 712100, China","institution_ids":["https://openalex.org/I89652312"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5138027811","display_name":"Tingting Ma","orcid":null},"institutions":[{"id":"https://openalex.org/I4210134523","display_name":"State Forestry and Grassland Administration","ror":"https://ror.org/03f2n3n81","country_code":"CN","type":"government","lineage":["https://openalex.org/I4210134523"]},{"id":"https://openalex.org/I89652312","display_name":"Northwest A&F University","ror":"https://ror.org/0051rme32","country_code":"CN","type":"education","lineage":["https://openalex.org/I89652312"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Tingting Ma","raw_affiliation_strings":["College of Enology, College of Food Science and Engineering, Shaanxi Provincial Key Laboratory of Viti-Viniculture, Viti-viniculture Engineering Technology Center of State Forestry and Grassland Administration, Shaanxi Engineering Research Center for Viti-Viniculture, Heyang Viti-viniculture Station, Ningxia Eastern Foot of Helan Mountain Wine Station, Northwest A&F University, Yangling 712100, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Enology, College of Food Science and Engineering, Shaanxi Provincial Key Laboratory of Viti-Viniculture, Viti-viniculture Engineering Technology Center of State Forestry and Grassland Administration, Shaanxi Engineering Research Center for Viti-Viniculture, Heyang Viti-viniculture Station, Ningxia Eastern Foot of Helan Mountain Wine Station, Northwest A&F University, Yangling 712100, China","institution_ids":["https://openalex.org/I4210134523","https://openalex.org/I89652312"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5066959325","display_name":"Qian Ge","orcid":null},"institutions":[{"id":"https://openalex.org/I4210104344","display_name":"Ningxia Academy of Agriculture and Forestry Sciences","ror":"https://ror.org/019dkz313","country_code":"CN","type":"government","lineage":["https://openalex.org/I4210104344"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qian Ge","raw_affiliation_strings":["Quality Standards and Testing Institute of Agricultural Technology, Ningxia Academy of Agriculture and Forestry Sciences, Yinchuan 750002, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Quality Standards and Testing Institute of Agricultural Technology, Ningxia Academy of Agriculture and Forestry Sciences, Yinchuan 750002, China","institution_ids":["https://openalex.org/I4210104344"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5138035958","display_name":"Yue Yan","orcid":null},"institutions":[{"id":"https://openalex.org/I4210104344","display_name":"Ningxia Academy of Agriculture and Forestry Sciences","ror":"https://ror.org/019dkz313","country_code":"CN","type":"government","lineage":["https://openalex.org/I4210104344"]},{"id":"https://openalex.org/I4210134523","display_name":"State Forestry and Grassland Administration","ror":"https://ror.org/03f2n3n81","country_code":"CN","type":"government","lineage":["https://openalex.org/I4210134523"]},{"id":"https://openalex.org/I89652312","display_name":"Northwest A&F University","ror":"https://ror.org/0051rme32","country_code":"CN","type":"education","lineage":["https://openalex.org/I89652312"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yue Yan","raw_affiliation_strings":["College of Enology, College of Food Science and Engineering, Shaanxi Provincial Key Laboratory of Viti-Viniculture, Viti-viniculture Engineering Technology Center of State Forestry and Grassland Administration, Shaanxi Engineering Research Center for Viti-Viniculture, Heyang Viti-viniculture Station, Ningxia Eastern Foot of Helan Mountain Wine Station, Northwest A&F University, Yangling 712100, China","Quality Standards and Testing Institute of Agricultural Technology, Ningxia Academy of Agriculture and Forestry Sciences, Yinchuan 750002, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Enology, College of Food Science and Engineering, Shaanxi Provincial Key Laboratory of Viti-Viniculture, Viti-viniculture Engineering Technology Center of State Forestry and Grassland Administration, Shaanxi Engineering Research Center for Viti-Viniculture, Heyang Viti-viniculture Station, Ningxia Eastern Foot of Helan Mountain Wine Station, Northwest A&F University, Yangling 712100, China","institution_ids":["https://openalex.org/I4210134523","https://openalex.org/I89652312"]},{"raw_affiliation_string":"Quality Standards and Testing Institute of Agricultural Technology, Ningxia Academy of Agriculture and Forestry Sciences, Yinchuan 750002, China","institution_ids":["https://openalex.org/I4210104344"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5138044241","display_name":"Jiming Li","orcid":null},"institutions":[{"id":"https://openalex.org/I21642278","display_name":"Ningxia University","ror":"https://ror.org/04j7b2v61","country_code":"CN","type":"education","lineage":["https://openalex.org/I21642278"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jiming Li","raw_affiliation_strings":["Ningxia Changyu Longyu Estate Co. Ltd., Yinchuan 750021, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Ningxia Changyu Longyu Estate Co. Ltd., Yinchuan 750021, China","institution_ids":["https://openalex.org/I21642278"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5138027597","display_name":"Baofeng Su","orcid":null},"institutions":[{"id":"https://openalex.org/I89652312","display_name":"Northwest A&F University","ror":"https://ror.org/0051rme32","country_code":"CN","type":"education","lineage":["https://openalex.org/I89652312"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Baofeng Su","raw_affiliation_strings":["College of Mechanical and Electronic Engineering, Northwest A&F University, Yangling 712100, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Mechanical and Electronic Engineering, Northwest A&F University, Yangling 712100, China","institution_ids":["https://openalex.org/I89652312"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5138054083","display_name":"Yulin Fang","orcid":null},"institutions":[{"id":"https://openalex.org/I4210134523","display_name":"State Forestry and Grassland Administration","ror":"https://ror.org/03f2n3n81","country_code":"CN","type":"government","lineage":["https://openalex.org/I4210134523"]},{"id":"https://openalex.org/I89652312","display_name":"Northwest A&F University","ror":"https://ror.org/0051rme32","country_code":"CN","type":"education","lineage":["https://openalex.org/I89652312"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yulin Fang","raw_affiliation_strings":["College of Enology, College of Food Science and Engineering, Shaanxi Provincial Key Laboratory of Viti-Viniculture, Viti-viniculture Engineering Technology Center of State Forestry and Grassland Administration, Shaanxi Engineering Research Center for Viti-Viniculture, Heyang Viti-viniculture Station, Ningxia Eastern Foot of Helan Mountain Wine Station, Northwest A&F University, Yangling 712100, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Enology, College of Food Science and Engineering, Shaanxi Provincial Key Laboratory of Viti-Viniculture, Viti-viniculture Engineering Technology Center of State Forestry and Grassland Administration, Shaanxi Engineering Research Center for Viti-Viniculture, Heyang Viti-viniculture Station, Ningxia Eastern Foot of Helan Mountain Wine Station, Northwest A&F University, Yangling 712100, China","institution_ids":["https://openalex.org/I4210134523","https://openalex.org/I89652312"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5138069356","display_name":"Xiangyu Sun","orcid":null},"institutions":[{"id":"https://openalex.org/I4210134523","display_name":"State Forestry and Grassland Administration","ror":"https://ror.org/03f2n3n81","country_code":"CN","type":"government","lineage":["https://openalex.org/I4210134523"]},{"id":"https://openalex.org/I89652312","display_name":"Northwest A&F University","ror":"https://ror.org/0051rme32","country_code":"CN","type":"education","lineage":["https://openalex.org/I89652312"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Xiangyu Sun","raw_affiliation_strings":["College of Enology, College of Food Science and Engineering, Shaanxi Provincial Key Laboratory of Viti-Viniculture, Viti-viniculture Engineering Technology Center of State Forestry and Grassland Administration, Shaanxi Engineering Research Center for Viti-Viniculture, Heyang Viti-viniculture Station, Ningxia Eastern Foot of Helan Mountain Wine Station, Northwest A&F University, Yangling 712100, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Enology, College of Food Science and Engineering, Shaanxi Provincial Key Laboratory of Viti-Viniculture, Viti-viniculture Engineering Technology Center of State Forestry and Grassland Administration, Shaanxi Engineering Research Center for Viti-Viniculture, Heyang Viti-viniculture Station, Ningxia Eastern Foot of Helan Mountain Wine Station, Northwest A&F University, Yangling 712100, China","institution_ids":["https://openalex.org/I4210134523","https://openalex.org/I89652312"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5138069356"],"corresponding_institution_ids":["https://openalex.org/I4210134523","https://openalex.org/I89652312"],"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":0.70073919,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"251","issue":null,"first_page":"111984","last_page":"111984"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11796","display_name":"Horticultural and Viticultural Research","score":0.7648000121116638,"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/T11796","display_name":"Horticultural and Viticultural Research","score":0.7648000121116638,"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":0.1234000027179718,"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/T12161","display_name":"Plant Surface Properties and Treatments","score":0.0478999987244606,"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/quality","display_name":"Quality (philosophy)","score":0.5009999871253967},{"id":"https://openalex.org/keywords/viticulture","display_name":"Viticulture","score":0.43790000677108765},{"id":"https://openalex.org/keywords/precision-agriculture","display_name":"Precision agriculture","score":0.3156000077724457},{"id":"https://openalex.org/keywords/berry","display_name":"Berry","score":0.3100000023841858},{"id":"https://openalex.org/keywords/data-quality","display_name":"Data quality","score":0.2838999927043915}],"concepts":[{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.8046000003814697},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.5867000222206116},{"id":"https://openalex.org/C2779530757","wikidata":"https://www.wikidata.org/wiki/Q1207505","display_name":"Quality (philosophy)","level":2,"score":0.5009999871253967},{"id":"https://openalex.org/C139019045","wikidata":"https://www.wikidata.org/wiki/Q253140","display_name":"Viticulture","level":3,"score":0.43790000677108765},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.320499986410141},{"id":"https://openalex.org/C120217122","wikidata":"https://www.wikidata.org/wiki/Q740083","display_name":"Precision agriculture","level":3,"score":0.3156000077724457},{"id":"https://openalex.org/C2776034682","wikidata":"https://www.wikidata.org/wiki/Q13184","display_name":"Berry","level":2,"score":0.3100000023841858},{"id":"https://openalex.org/C24756922","wikidata":"https://www.wikidata.org/wiki/Q1757694","display_name":"Data quality","level":3,"score":0.2838999927043915},{"id":"https://openalex.org/C138827492","wikidata":"https://www.wikidata.org/wiki/Q6661985","display_name":"Data processing","level":2,"score":0.26579999923706055},{"id":"https://openalex.org/C1549246","wikidata":"https://www.wikidata.org/wiki/Q718775","display_name":"Normalized Difference Vegetation Index","level":3,"score":0.2612999975681305}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1016/j.compag.2026.111984","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.compag.2026.111984","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","id":"https://metadata.un.org/sdg/2","score":0.8202543258666992}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":58,"referenced_works":["https://openalex.org/W1980711477","https://openalex.org/W2004544689","https://openalex.org/W2019416082","https://openalex.org/W2036698727","https://openalex.org/W2062982970","https://openalex.org/W2095339865","https://openalex.org/W2107918911","https://openalex.org/W2133257803","https://openalex.org/W2142087338","https://openalex.org/W2515492367","https://openalex.org/W2589097845","https://openalex.org/W2773985483","https://openalex.org/W2788451552","https://openalex.org/W2790861445","https://openalex.org/W2793673017","https://openalex.org/W2794703309","https://openalex.org/W2807964252","https://openalex.org/W2895873012","https://openalex.org/W2895994027","https://openalex.org/W2902949125","https://openalex.org/W2903493363","https://openalex.org/W2910669015","https://openalex.org/W2919108525","https://openalex.org/W2942435091","https://openalex.org/W2946578508","https://openalex.org/W2950267703","https://openalex.org/W2969933026","https://openalex.org/W2989660890","https://openalex.org/W3000419559","https://openalex.org/W3011520619","https://openalex.org/W3022760892","https://openalex.org/W3039041915","https://openalex.org/W3044072522","https://openalex.org/W3045266035","https://openalex.org/W3083926560","https://openalex.org/W3109188416","https://openalex.org/W3159702250","https://openalex.org/W3170722552","https://openalex.org/W4213022947","https://openalex.org/W4214584852","https://openalex.org/W4224246655","https://openalex.org/W4224311935","https://openalex.org/W4307820561","https://openalex.org/W4308493776","https://openalex.org/W4319592049","https://openalex.org/W4323636914","https://openalex.org/W4377968992","https://openalex.org/W4380991893","https://openalex.org/W4387238498","https://openalex.org/W4390026313","https://openalex.org/W4393034436","https://openalex.org/W4399054812","https://openalex.org/W4401823853","https://openalex.org/W4401993655","https://openalex.org/W4404667370","https://openalex.org/W4408253591","https://openalex.org/W4415054036","https://openalex.org/W4415990188"],"related_works":[],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-06-19T15:47:20.252518","created_date":"2026-06-07T00:00:00"}