{"id":"https://openalex.org/W4400421465","doi":"https://doi.org/10.1016/j.procs.2024.06.049","title":"AI-powered Solution for Plant Disease Detection in Viticulture","display_name":"AI-powered Solution for Plant Disease Detection in Viticulture","publication_year":2024,"publication_date":"2024-01-01","ids":{"openalex":"https://openalex.org/W4400421465","doi":"https://doi.org/10.1016/j.procs.2024.06.049"},"language":"en","primary_location":{"id":"doi:10.1016/j.procs.2024.06.049","is_oa":true,"landing_page_url":"https://doi.org/10.1016/j.procs.2024.06.049","pdf_url":null,"source":{"id":"https://openalex.org/S120348307","display_name":"Procedia Computer Science","issn_l":"1877-0509","issn":["1877-0509"],"is_oa":true,"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":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Procedia Computer Science","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"diamond","oa_url":"https://doi.org/10.1016/j.procs.2024.06.049","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5080987446","display_name":"M. F. C. Madeira","orcid":null},"institutions":[{"id":"https://openalex.org/I141596103","display_name":"University of Lisbon","ror":"https://ror.org/01c27hj86","country_code":"PT","type":"education","lineage":["https://openalex.org/I141596103"]},{"id":"https://openalex.org/I83558840","display_name":"Universidade Nova de Lisboa","ror":"https://ror.org/02xankh89","country_code":"PT","type":"education","lineage":["https://openalex.org/I83558840"]},{"id":"https://openalex.org/I4210102653","display_name":"Instituto Politecnico de Setubal","ror":"https://ror.org/01bvjz807","country_code":"PT","type":"education","lineage":["https://openalex.org/I4210102653"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"Miguel Madeira","raw_affiliation_strings":["Escola Superior de Tecnologia de Set\u00fabal, Instituto Polit\u00e9cnico de Set\u00fabal, Set\u00fabal, Portugal","NOVA LINCS, NOVA School of Science and Technology, NOVA University of Lisbon, Caparica, Portugal"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Escola Superior de Tecnologia de Set\u00fabal, Instituto Polit\u00e9cnico de Set\u00fabal, Set\u00fabal, Portugal","institution_ids":["https://openalex.org/I4210102653"]},{"raw_affiliation_string":"NOVA LINCS, NOVA School of Science and Technology, NOVA University of Lisbon, Caparica, Portugal","institution_ids":["https://openalex.org/I83558840","https://openalex.org/I141596103"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5084805500","display_name":"Rui Pedro Porf\u00edrio","orcid":"https://orcid.org/0009-0004-3164-4260"},"institutions":[{"id":"https://openalex.org/I4210102653","display_name":"Instituto Politecnico de Setubal","ror":"https://ror.org/01bvjz807","country_code":"PT","type":"education","lineage":["https://openalex.org/I4210102653"]},{"id":"https://openalex.org/I83558840","display_name":"Universidade Nova de Lisboa","ror":"https://ror.org/02xankh89","country_code":"PT","type":"education","lineage":["https://openalex.org/I83558840"]},{"id":"https://openalex.org/I141596103","display_name":"University of Lisbon","ror":"https://ror.org/01c27hj86","country_code":"PT","type":"education","lineage":["https://openalex.org/I141596103"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"Rui Pedro Porf\u00edrio","raw_affiliation_strings":["Escola Superior de Tecnologia de Set\u00fabal, Instituto Polit\u00e9cnico de Set\u00fabal, Set\u00fabal, Portugal","NOVA LINCS, NOVA School of Science and Technology, NOVA University of Lisbon, Caparica, Portugal"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Escola Superior de Tecnologia de Set\u00fabal, Instituto Polit\u00e9cnico de Set\u00fabal, Set\u00fabal, Portugal","institution_ids":["https://openalex.org/I4210102653"]},{"raw_affiliation_string":"NOVA LINCS, NOVA School of Science and Technology, NOVA University of Lisbon, Caparica, Portugal","institution_ids":["https://openalex.org/I83558840","https://openalex.org/I141596103"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5074747366","display_name":"Pedro Albuquerque Santos","orcid":"https://orcid.org/0000-0001-8159-1364"},"institutions":[{"id":"https://openalex.org/I203847022","display_name":"Instituto Polit\u00e9cnico de Lisboa","ror":"https://ror.org/04ea70f07","country_code":"PT","type":"education","lineage":["https://openalex.org/I203847022"]},{"id":"https://openalex.org/I83558840","display_name":"Universidade Nova de Lisboa","ror":"https://ror.org/02xankh89","country_code":"PT","type":"education","lineage":["https://openalex.org/I83558840"]},{"id":"https://openalex.org/I141596103","display_name":"University of Lisbon","ror":"https://ror.org/01c27hj86","country_code":"PT","type":"education","lineage":["https://openalex.org/I141596103"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"Pedro Albuquerque Santos","raw_affiliation_strings":["Instituto Superior de Engenharia de Lisboa, Instituto Polit\u00e9cnico de Lisboa, Lisboa, Portugal","NOVA LINCS, NOVA School of Science and Technology, NOVA University of Lisbon, Caparica, Portugal"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Instituto Superior de Engenharia de Lisboa, Instituto Polit\u00e9cnico de Lisboa, Lisboa, Portugal","institution_ids":["https://openalex.org/I203847022"]},{"raw_affiliation_string":"NOVA LINCS, NOVA School of Science and Technology, NOVA University of Lisbon, Caparica, Portugal","institution_ids":["https://openalex.org/I83558840","https://openalex.org/I141596103"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5034169817","display_name":"Rui Neves Madeira","orcid":"https://orcid.org/0000-0001-7360-3855"},"institutions":[{"id":"https://openalex.org/I4210102653","display_name":"Instituto Politecnico de Setubal","ror":"https://ror.org/01bvjz807","country_code":"PT","type":"education","lineage":["https://openalex.org/I4210102653"]},{"id":"https://openalex.org/I83558840","display_name":"Universidade Nova de Lisboa","ror":"https://ror.org/02xankh89","country_code":"PT","type":"education","lineage":["https://openalex.org/I83558840"]},{"id":"https://openalex.org/I141596103","display_name":"University of Lisbon","ror":"https://ror.org/01c27hj86","country_code":"PT","type":"education","lineage":["https://openalex.org/I141596103"]}],"countries":["PT"],"is_corresponding":true,"raw_author_name":"Rui Neves Madeira","raw_affiliation_strings":["Escola Superior de Tecnologia de Set\u00fabal, Instituto Polit\u00e9cnico de Set\u00fabal, Set\u00fabal, Portugal","NOVA LINCS, NOVA School of Science and Technology, NOVA University of Lisbon, Caparica, Portugal"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Escola Superior de Tecnologia de Set\u00fabal, Instituto Polit\u00e9cnico de Set\u00fabal, Set\u00fabal, Portugal","institution_ids":["https://openalex.org/I4210102653"]},{"raw_affiliation_string":"NOVA LINCS, NOVA School of Science and Technology, NOVA University of Lisbon, Caparica, Portugal","institution_ids":["https://openalex.org/I83558840","https://openalex.org/I141596103"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5034169817"],"corresponding_institution_ids":["https://openalex.org/I141596103","https://openalex.org/I4210102653","https://openalex.org/I83558840"],"apc_list":null,"apc_paid":null,"fwci":8.808,"has_fulltext":false,"cited_by_count":16,"citation_normalized_percentile":{"value":0.97624587,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":99},"biblio":{"volume":"238","issue":null,"first_page":"468","last_page":"475"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10616","display_name":"Smart Agriculture and AI","score":0.9977999925613403,"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":0.9977999925613403,"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/T11796","display_name":"Horticultural and Viticultural Research","score":0.992900013923645,"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":0.987500011920929,"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":0.7856292128562927},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.6706457734107971},{"id":"https://openalex.org/keywords/vineyard","display_name":"Vineyard","score":0.6363162398338318},{"id":"https://openalex.org/keywords/architecture","display_name":"Architecture","score":0.5946450233459473},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.5328044891357422},{"id":"https://openalex.org/keywords/transformative-learning","display_name":"Transformative learning","score":0.5274451375007629},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.51777184009552},{"id":"https://openalex.org/keywords/viticulture","display_name":"Viticulture","score":0.4949285387992859},{"id":"https://openalex.org/keywords/domain","display_name":"Domain (mathematical analysis)","score":0.47123679518699646},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.39752766489982605}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7856292128562927},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.6706457734107971},{"id":"https://openalex.org/C2780924976","wikidata":"https://www.wikidata.org/wiki/Q22715","display_name":"Vineyard","level":2,"score":0.6363162398338318},{"id":"https://openalex.org/C123657996","wikidata":"https://www.wikidata.org/wiki/Q12271","display_name":"Architecture","level":2,"score":0.5946450233459473},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.5328044891357422},{"id":"https://openalex.org/C70587473","wikidata":"https://www.wikidata.org/wiki/Q7834111","display_name":"Transformative learning","level":2,"score":0.5274451375007629},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.51777184009552},{"id":"https://openalex.org/C139019045","wikidata":"https://www.wikidata.org/wiki/Q253140","display_name":"Viticulture","level":3,"score":0.4949285387992859},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.47123679518699646},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.39752766489982605},{"id":"https://openalex.org/C55952523","wikidata":"https://www.wikidata.org/wiki/Q3014419","display_name":"Wine","level":2,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C142362112","wikidata":"https://www.wikidata.org/wiki/Q735","display_name":"Art","level":0,"score":0.0},{"id":"https://openalex.org/C19417346","wikidata":"https://www.wikidata.org/wiki/Q7922","display_name":"Pedagogy","level":1,"score":0.0},{"id":"https://openalex.org/C153349607","wikidata":"https://www.wikidata.org/wiki/Q36649","display_name":"Visual arts","level":1,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","level":1,"score":0.0},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.0},{"id":"https://openalex.org/C95457728","wikidata":"https://www.wikidata.org/wiki/Q309","display_name":"History","level":0,"score":0.0},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1016/j.procs.2024.06.049","is_oa":true,"landing_page_url":"https://doi.org/10.1016/j.procs.2024.06.049","pdf_url":null,"source":{"id":"https://openalex.org/S120348307","display_name":"Procedia Computer Science","issn_l":"1877-0509","issn":["1877-0509"],"is_oa":true,"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":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Procedia Computer Science","raw_type":"journal-article"},{"id":"pmh:oai:comum.rcaap.pt:10400.26/53497","is_oa":true,"landing_page_url":"http://hdl.handle.net/10400.26/53497","pdf_url":null,"source":{"id":"https://openalex.org/S4306402433","display_name":"Portuguese National Funding Agency for Science, Research and Technology (RCAAP Project by FCT)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"journal article"}],"best_oa_location":{"id":"doi:10.1016/j.procs.2024.06.049","is_oa":true,"landing_page_url":"https://doi.org/10.1016/j.procs.2024.06.049","pdf_url":null,"source":{"id":"https://openalex.org/S120348307","display_name":"Procedia Computer Science","issn_l":"1877-0509","issn":["1877-0509"],"is_oa":true,"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":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Procedia Computer Science","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.8799999952316284,"id":"https://metadata.un.org/sdg/2","display_name":"Zero hunger"}],"awards":[{"id":"https://openalex.org/G7064528909","display_name":"Collaborative Digital Platform based on Multimodal Data towards Smart and Sustainable Agricultural Ecosystems","funder_award_id":"PRT/BD/154548/2023","funder_id":"https://openalex.org/F4320334779","funder_display_name":"Funda\u00e7\u00e3o para a Ci\u00eancia e a Tecnologia"}],"funders":[{"id":"https://openalex.org/F4320320300","display_name":"European Commission","ror":"https://ror.org/00k4n6c32"},{"id":"https://openalex.org/F4320334779","display_name":"Funda\u00e7\u00e3o para a Ci\u00eancia e a Tecnologia","ror":"https://ror.org/00snfqn58"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":20,"referenced_works":["https://openalex.org/W2041458355","https://openalex.org/W2117539524","https://openalex.org/W2203271200","https://openalex.org/W2473156356","https://openalex.org/W2618530766","https://openalex.org/W2714342494","https://openalex.org/W2789255992","https://openalex.org/W2790979755","https://openalex.org/W2919115771","https://openalex.org/W2920621226","https://openalex.org/W3079760979","https://openalex.org/W3174385379","https://openalex.org/W3217239981","https://openalex.org/W4288456457","https://openalex.org/W4294325784","https://openalex.org/W4296366175","https://openalex.org/W4297902650","https://openalex.org/W4313155187","https://openalex.org/W4387140606","https://openalex.org/W6610335769"],"related_works":["https://openalex.org/W2249459365","https://openalex.org/W339368639","https://openalex.org/W1564111968","https://openalex.org/W350061691","https://openalex.org/W2481876342","https://openalex.org/W2203271200","https://openalex.org/W631928630","https://openalex.org/W4291381505","https://openalex.org/W3141350065","https://openalex.org/W2948414908"],"abstract_inverted_index":{"In":[0],"an":[1,160],"era":[2],"dominated":[3],"by":[4,103],"the":[5,13,19,85,115,145,152,163,167],"intersection":[6],"of":[7,15,21,117,147,155,162,169],"advanced":[8],"technology":[9],"and":[10,38,78,142,176],"traditional":[11],"industries,":[12],"domain":[14],"agriculture":[16],"is":[17,95],"on":[18,84,134],"verge":[20],"a":[22,28,57,105],"revolutionary":[23],"transformation.":[24],"This":[25,47,157],"article":[26],"introduces":[27,159],"solution":[29],"for":[30,50,92,114],"vineyard":[31,44,121],"producers,":[32],"harnessing":[33],"satellite":[34],"imagery,":[35],"weather":[36],"data,":[37],"deep":[39,89],"learning":[40,90],"(DL)":[41],"to":[42,68],"identify":[43],"diseases":[45,119],"robustly.":[46],"solution,":[48],"designed":[49],"proactive":[51],"plant":[52,118],"health":[53],"management,":[54],"stands":[55],"as":[56,70],"transformative":[58],"tool":[59],"towards":[60],"digital":[61],"viticulture.":[62,156],"Such":[63],"tools":[64],"transition":[65],"from":[66],"luxuries":[67],"essentials":[69],"vineyards":[71],"confront":[72],"evolving":[73],"challenges":[74,154],"like":[75,140],"climate":[76],"change":[77],"new":[79],"pathogens.":[80],"Our":[81],"research":[82],"builds":[83],"hypothesis":[86],"that":[87,127],"customising":[88],"architectures":[91],"specific":[93],"tasks":[94],"crucial":[96],"in":[97,150],"enhancing":[98],"their":[99,173],"effectiveness.":[100],"We":[101],"contribute":[102],"introducing":[104],"tailored":[106],"convolutional":[107],"neural":[108],"network":[109],"(CNN)":[110],"architecture,":[111,165],"developed":[112],"specifically":[113],"classification":[116],"using":[120],"imagery.":[122],"The":[123],"experimental":[124],"results":[125],"demonstrate":[126],"our":[128],"custom":[129],"CNN":[130],"architecture":[131],"exhibits":[132],"performance":[133],"par":[135],"with":[136,172],"established":[137],"state-of-the-art":[138],"models":[139],"ResNet50":[141],"MobileNetV2,":[143],"underscoring":[144],"value":[146],"specialized":[148],"solutions":[149],"addressing":[151],"unique":[153],"paper":[158],"overview":[161],"solution\u2019s":[164],"presents":[166],"implementation":[168],"DL":[170],"modules":[171],"corresponding":[174],"results,":[175],"describes":[177],"use":[178],"case":[179],"scenarios.":[180]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":10},{"year":2024,"cited_by_count":5}],"updated_date":"2026-05-13T08:25:38.343686","created_date":"2025-10-10T00:00:00"}