{"id":"https://openalex.org/W2989584745","doi":"https://doi.org/10.1007/978-3-030-35990-4_12","title":"Deep Learning Applications in Agriculture: A Short Review","display_name":"Deep Learning Applications in Agriculture: A Short Review","publication_year":2019,"publication_date":"2019-11-19","ids":{"openalex":"https://openalex.org/W2989584745","doi":"https://doi.org/10.1007/978-3-030-35990-4_12","mag":"2989584745"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-030-35990-4_12","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-35990-4_12","pdf_url":null,"source":{"id":"https://openalex.org/S2764905038","display_name":"Advances in intelligent systems and computing","issn_l":"2194-5357","issn":["2194-5357","2194-5365"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Advances in Intelligent Systems and Computing","raw_type":"book-chapter"},"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/A5064635993","display_name":"Lu\u00eds Santos","orcid":"https://orcid.org/0000-0002-0255-5005"},"institutions":[{"id":"https://openalex.org/I155381812","display_name":"University of Tr\u00e1s-os-Montes and Alto Douro","ror":"https://ror.org/03qc8vh97","country_code":"PT","type":"education","lineage":["https://openalex.org/I155381812"]},{"id":"https://openalex.org/I4210166615","display_name":"INESC TEC","ror":"https://ror.org/05fa8ka61","country_code":"PT","type":"nonprofit","lineage":["https://openalex.org/I4210125590","https://openalex.org/I4210166615"]}],"countries":["PT"],"is_corresponding":true,"raw_author_name":"Lu\u00eds Santos","raw_affiliation_strings":["INESC TEC - INESC Technology and Science, Porto, Portugal","UTAD - University of Tr\u00e1s-os-Montes e Alto Douro, Vila Real, Portugal"],"affiliations":[{"raw_affiliation_string":"INESC TEC - INESC Technology and Science, Porto, Portugal","institution_ids":["https://openalex.org/I4210166615"]},{"raw_affiliation_string":"UTAD - University of Tr\u00e1s-os-Montes e Alto Douro, Vila Real, Portugal","institution_ids":["https://openalex.org/I155381812"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5050279632","display_name":"Filipe Neves dos Santos","orcid":"https://orcid.org/0000-0002-8486-6113"},"institutions":[{"id":"https://openalex.org/I4210166615","display_name":"INESC TEC","ror":"https://ror.org/05fa8ka61","country_code":"PT","type":"nonprofit","lineage":["https://openalex.org/I4210125590","https://openalex.org/I4210166615"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"Filipe N. Santos","raw_affiliation_strings":["INESC TEC - INESC Technology and Science, Porto, Portugal"],"affiliations":[{"raw_affiliation_string":"INESC TEC - INESC Technology and Science, Porto, Portugal","institution_ids":["https://openalex.org/I4210166615"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5004386406","display_name":"Paulo Moura Oliveira","orcid":"https://orcid.org/0000-0003-4283-1243"},"institutions":[{"id":"https://openalex.org/I4210166615","display_name":"INESC TEC","ror":"https://ror.org/05fa8ka61","country_code":"PT","type":"nonprofit","lineage":["https://openalex.org/I4210125590","https://openalex.org/I4210166615"]},{"id":"https://openalex.org/I155381812","display_name":"University of Tr\u00e1s-os-Montes and Alto Douro","ror":"https://ror.org/03qc8vh97","country_code":"PT","type":"education","lineage":["https://openalex.org/I155381812"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"Paulo Moura Oliveira","raw_affiliation_strings":["INESC TEC - INESC Technology and Science, Porto, Portugal","UTAD - University of Tr\u00e1s-os-Montes e Alto Douro, Vila Real, Portugal"],"affiliations":[{"raw_affiliation_string":"INESC TEC - INESC Technology and Science, Porto, Portugal","institution_ids":["https://openalex.org/I4210166615"]},{"raw_affiliation_string":"UTAD - University of Tr\u00e1s-os-Montes e Alto Douro, Vila Real, Portugal","institution_ids":["https://openalex.org/I155381812"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5004180036","display_name":"Pranjali Shinde","orcid":null},"institutions":[{"id":"https://openalex.org/I4210166615","display_name":"INESC TEC","ror":"https://ror.org/05fa8ka61","country_code":"PT","type":"nonprofit","lineage":["https://openalex.org/I4210125590","https://openalex.org/I4210166615"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"Pranjali Shinde","raw_affiliation_strings":["INESC TEC - INESC Technology and Science, Porto, Portugal"],"affiliations":[{"raw_affiliation_string":"INESC TEC - INESC Technology and Science, Porto, Portugal","institution_ids":["https://openalex.org/I4210166615"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5064635993"],"corresponding_institution_ids":["https://openalex.org/I155381812","https://openalex.org/I4210166615"],"apc_list":null,"apc_paid":null,"fwci":19.9561,"has_fulltext":false,"cited_by_count":102,"citation_normalized_percentile":{"value":0.99673534,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":99,"max":100},"biblio":{"volume":null,"issue":null,"first_page":"139","last_page":"151"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10616","display_name":"Smart Agriculture and AI","score":0.9998000264167786,"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":0.9998000264167786,"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":0.9743000268936157,"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/T14319","display_name":"Currency Recognition and Detection","score":0.972100019454956,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.863386869430542},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7180917263031006},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6912818551063538},{"id":"https://openalex.org/keywords/domain","display_name":"Domain (mathematical analysis)","score":0.6549246907234192},{"id":"https://openalex.org/keywords/identification","display_name":"Identification (biology)","score":0.5169107913970947},{"id":"https://openalex.org/keywords/big-data","display_name":"Big data","score":0.5132922530174255},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4756954610347748},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.3818463087081909},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.160342276096344},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.07665905356407166}],"concepts":[{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.863386869430542},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7180917263031006},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6912818551063538},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.6549246907234192},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.5169107913970947},{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.5132922530174255},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4756954610347748},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.3818463087081909},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.160342276096344},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.07665905356407166},{"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/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-030-35990-4_12","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-35990-4_12","pdf_url":null,"source":{"id":"https://openalex.org/S2764905038","display_name":"Advances in intelligent systems and computing","issn_l":"2194-5357","issn":["2194-5357","2194-5365"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Advances in Intelligent Systems and Computing","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/2","display_name":"Zero hunger","score":0.75}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":56,"referenced_works":["https://openalex.org/W1532838187","https://openalex.org/W1866448045","https://openalex.org/W1903029394","https://openalex.org/W2029354494","https://openalex.org/W2041137640","https://openalex.org/W2076063813","https://openalex.org/W2119615570","https://openalex.org/W2150341604","https://openalex.org/W2165140361","https://openalex.org/W2167594433","https://openalex.org/W2292481059","https://openalex.org/W2294001878","https://openalex.org/W2339765813","https://openalex.org/W2406293284","https://openalex.org/W2524275922","https://openalex.org/W2564572057","https://openalex.org/W2579348194","https://openalex.org/W2588488882","https://openalex.org/W2617703913","https://openalex.org/W2620779710","https://openalex.org/W2625071945","https://openalex.org/W2719814673","https://openalex.org/W2731165298","https://openalex.org/W2746325398","https://openalex.org/W2753403518","https://openalex.org/W2758007480","https://openalex.org/W2761140038","https://openalex.org/W2765516633","https://openalex.org/W2767767563","https://openalex.org/W2789255992","https://openalex.org/W2790979755","https://openalex.org/W2792228298","https://openalex.org/W2799759580","https://openalex.org/W2802344721","https://openalex.org/W2805772477","https://openalex.org/W2806509237","https://openalex.org/W2809565035","https://openalex.org/W2810270273","https://openalex.org/W2810477488","https://openalex.org/W2885770726","https://openalex.org/W2891667148","https://openalex.org/W2897230194","https://openalex.org/W2903282641","https://openalex.org/W2904453310","https://openalex.org/W2906321005","https://openalex.org/W2911717393","https://openalex.org/W2920621226","https://openalex.org/W2936828149","https://openalex.org/W2937598226","https://openalex.org/W2949687076","https://openalex.org/W2950854291","https://openalex.org/W2963353662","https://openalex.org/W2966147615","https://openalex.org/W3007017931","https://openalex.org/W3105668387","https://openalex.org/W4205947740"],"related_works":["https://openalex.org/W4247566972","https://openalex.org/W2960264696","https://openalex.org/W3090563135","https://openalex.org/W2497432351","https://openalex.org/W4206777497","https://openalex.org/W2910064364","https://openalex.org/W4255224757","https://openalex.org/W2499527417","https://openalex.org/W2218513093","https://openalex.org/W4380075502"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":5},{"year":2025,"cited_by_count":11},{"year":2024,"cited_by_count":23},{"year":2023,"cited_by_count":18},{"year":2022,"cited_by_count":18},{"year":2021,"cited_by_count":19},{"year":2020,"cited_by_count":8}],"updated_date":"2026-03-14T08:43:22.919905","created_date":"2025-10-10T00:00:00"}
