{"id":"https://openalex.org/W3022517580","doi":"https://doi.org/10.3390/s20092530","title":"UAV and Machine Learning Based Refinement of a Satellite-Driven Vegetation Index for Precision Agriculture","display_name":"UAV and Machine Learning Based Refinement of a Satellite-Driven Vegetation Index for Precision Agriculture","publication_year":2020,"publication_date":"2020-04-29","ids":{"openalex":"https://openalex.org/W3022517580","doi":"https://doi.org/10.3390/s20092530","mag":"3022517580","pmid":"https://pubmed.ncbi.nlm.nih.gov/32365636"},"language":"en","primary_location":{"id":"doi:10.3390/s20092530","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s20092530","pdf_url":"https://www.mdpi.com/1424-8220/20/9/2530/pdf?version=1588407721","source":{"id":"https://openalex.org/S101949793","display_name":"Sensors","issn_l":"1424-8220","issn":["1424-8220"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors","raw_type":"journal-article"},"type":"article","indexed_in":["arxiv","crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/1424-8220/20/9/2530/pdf?version=1588407721","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5056273253","display_name":"Vittorio Mazzia","orcid":"https://orcid.org/0000-0002-7624-1850"},"institutions":[{"id":"https://openalex.org/I177477856","display_name":"Politecnico di Torino","ror":"https://ror.org/00bgk9508","country_code":"IT","type":"education","lineage":["https://openalex.org/I177477856"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Vittorio Mazzia","raw_affiliation_strings":["Department of Electronics and Telecommunications, Politecnico di Torino, Corso Duca degli Abruzzi 24, 10129 Torino, Italy","PIC4SeR, Politecnico Interdepartmental Centre for Service Robotics, 10129 Turin, Italy"],"raw_orcid":"https://orcid.org/0000-0002-7624-1850","affiliations":[{"raw_affiliation_string":"Department of Electronics and Telecommunications, Politecnico di Torino, Corso Duca degli Abruzzi 24, 10129 Torino, Italy","institution_ids":["https://openalex.org/I177477856"]},{"raw_affiliation_string":"PIC4SeR, Politecnico Interdepartmental Centre for Service Robotics, 10129 Turin, Italy","institution_ids":["https://openalex.org/I177477856"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5050116356","display_name":"Lorenzo Comba","orcid":"https://orcid.org/0000-0001-5466-0918"},"institutions":[{"id":"https://openalex.org/I177477856","display_name":"Politecnico di Torino","ror":"https://ror.org/00bgk9508","country_code":"IT","type":"education","lineage":["https://openalex.org/I177477856"]},{"id":"https://openalex.org/I4210100607","display_name":"Institute of Electronics, Computer and Telecommunication Engineering","ror":"https://ror.org/00n4jbh84","country_code":"IT","type":"facility","lineage":["https://openalex.org/I4210100607","https://openalex.org/I4210155236"]},{"id":"https://openalex.org/I4210155236","display_name":"National Research Council","ror":"https://ror.org/04zaypm56","country_code":"IT","type":"nonprofit","lineage":["https://openalex.org/I4210155236"]},{"id":"https://openalex.org/I55143463","display_name":"University of Turin","ror":"https://ror.org/048tbm396","country_code":"IT","type":"education","lineage":["https://openalex.org/I55143463"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Lorenzo Comba","raw_affiliation_strings":["Department of Agricultural, Forest and Food Sciences, Universit\u00e0 degli Studi di Torino, Largo Paolo Braccini 2, 10095 Grugliasco (TO), Italy","Institute of Electronics, Computer and Telecommunication Engineering of the National Research Council of Italy, c/o Politecnico di Torino, Corso Duca degli Abruzzi 24, 10129 Torino, Italy"],"raw_orcid":"https://orcid.org/0000-0001-5466-0918","affiliations":[{"raw_affiliation_string":"Department of Agricultural, Forest and Food Sciences, Universit\u00e0 degli Studi di Torino, Largo Paolo Braccini 2, 10095 Grugliasco (TO), Italy","institution_ids":["https://openalex.org/I55143463"]},{"raw_affiliation_string":"Institute of Electronics, Computer and Telecommunication Engineering of the National Research Council of Italy, c/o Politecnico di Torino, Corso Duca degli Abruzzi 24, 10129 Torino, Italy","institution_ids":["https://openalex.org/I4210100607","https://openalex.org/I177477856","https://openalex.org/I4210155236"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5040556156","display_name":"Aleem Khaliq","orcid":"https://orcid.org/0000-0002-9771-6595"},"institutions":[{"id":"https://openalex.org/I177477856","display_name":"Politecnico di Torino","ror":"https://ror.org/00bgk9508","country_code":"IT","type":"education","lineage":["https://openalex.org/I177477856"]}],"countries":["IT"],"is_corresponding":true,"raw_author_name":"Aleem Khaliq","raw_affiliation_strings":["Department of Electronics and Telecommunications, Politecnico di Torino, Corso Duca degli Abruzzi 24, 10129 Torino, Italy","PIC4SeR, Politecnico Interdepartmental Centre for Service Robotics, 10129 Turin, Italy"],"raw_orcid":"https://orcid.org/0000-0002-9771-6595","affiliations":[{"raw_affiliation_string":"Department of Electronics and Telecommunications, Politecnico di Torino, Corso Duca degli Abruzzi 24, 10129 Torino, Italy","institution_ids":["https://openalex.org/I177477856"]},{"raw_affiliation_string":"PIC4SeR, Politecnico Interdepartmental Centre for Service Robotics, 10129 Turin, Italy","institution_ids":["https://openalex.org/I177477856"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5009477620","display_name":"Marcello Chiaberge","orcid":"https://orcid.org/0000-0002-1921-0126"},"institutions":[{"id":"https://openalex.org/I177477856","display_name":"Politecnico di Torino","ror":"https://ror.org/00bgk9508","country_code":"IT","type":"education","lineage":["https://openalex.org/I177477856"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Marcello Chiaberge","raw_affiliation_strings":["Department of Electronics and Telecommunications, Politecnico di Torino, Corso Duca degli Abruzzi 24, 10129 Torino, Italy","PIC4SeR, Politecnico Interdepartmental Centre for Service Robotics, 10129 Turin, Italy"],"raw_orcid":"https://orcid.org/0000-0002-1921-0126","affiliations":[{"raw_affiliation_string":"Department of Electronics and Telecommunications, Politecnico di Torino, Corso Duca degli Abruzzi 24, 10129 Torino, Italy","institution_ids":["https://openalex.org/I177477856"]},{"raw_affiliation_string":"PIC4SeR, Politecnico Interdepartmental Centre for Service Robotics, 10129 Turin, Italy","institution_ids":["https://openalex.org/I177477856"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5033489845","display_name":"P. Gay","orcid":"https://orcid.org/0000-0002-8342-425X"},"institutions":[{"id":"https://openalex.org/I55143463","display_name":"University of Turin","ror":"https://ror.org/048tbm396","country_code":"IT","type":"education","lineage":["https://openalex.org/I55143463"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Paolo Gay","raw_affiliation_strings":["Department of Agricultural, Forest and Food Sciences, Universit\u00e0 degli Studi di Torino, Largo Paolo Braccini 2, 10095 Grugliasco (TO), Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Agricultural, Forest and Food Sciences, Universit\u00e0 degli Studi di Torino, Largo Paolo Braccini 2, 10095 Grugliasco (TO), Italy","institution_ids":["https://openalex.org/I55143463"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5040556156"],"corresponding_institution_ids":["https://openalex.org/I177477856"],"apc_list":{"value":2400,"currency":"CHF","value_usd":2598},"apc_paid":{"value":2400,"currency":"CHF","value_usd":2598},"fwci":12.7021,"has_fulltext":true,"cited_by_count":137,"citation_normalized_percentile":{"value":0.99192925,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":99,"max":100},"biblio":{"volume":"20","issue":"9","first_page":"2530","last_page":"2530"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10111","display_name":"Remote Sensing in Agriculture","score":0.9998999834060669,"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"}},"topics":[{"id":"https://openalex.org/T10111","display_name":"Remote Sensing in Agriculture","score":0.9998999834060669,"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/T11164","display_name":"Remote Sensing and LiDAR Applications","score":0.9995999932289124,"subfield":{"id":"https://openalex.org/subfields/2305","display_name":"Environmental Engineering"},"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/T10226","display_name":"Land Use and Ecosystem Services","score":0.9919999837875366,"subfield":{"id":"https://openalex.org/subfields/2306","display_name":"Global and Planetary Change"},"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/normalized-difference-vegetation-index","display_name":"Normalized Difference Vegetation Index","score":0.7518951892852783},{"id":"https://openalex.org/keywords/precision-agriculture","display_name":"Precision agriculture","score":0.6623527407646179},{"id":"https://openalex.org/keywords/vineyard","display_name":"Vineyard","score":0.6457026600837708},{"id":"https://openalex.org/keywords/satellite-imagery","display_name":"Satellite imagery","score":0.6359500288963318},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6111084222793579},{"id":"https://openalex.org/keywords/multispectral-image","display_name":"Multispectral image","score":0.6049172878265381},{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.5950295925140381},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.5654974579811096},{"id":"https://openalex.org/keywords/satellite","display_name":"Satellite","score":0.5630096197128296},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.46234527230262756},{"id":"https://openalex.org/keywords/exploit","display_name":"Exploit","score":0.4592975676059723},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4436340928077698},{"id":"https://openalex.org/keywords/random-forest","display_name":"Random forest","score":0.4142723083496094},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.4108560085296631},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.38173556327819824},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.34167152643203735},{"id":"https://openalex.org/keywords/agriculture","display_name":"Agriculture","score":0.3188934922218323},{"id":"https://openalex.org/keywords/leaf-area-index","display_name":"Leaf area index","score":0.208831787109375},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.14334583282470703},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.09875980019569397}],"concepts":[{"id":"https://openalex.org/C1549246","wikidata":"https://www.wikidata.org/wiki/Q718775","display_name":"Normalized Difference Vegetation Index","level":3,"score":0.7518951892852783},{"id":"https://openalex.org/C120217122","wikidata":"https://www.wikidata.org/wiki/Q740083","display_name":"Precision agriculture","level":3,"score":0.6623527407646179},{"id":"https://openalex.org/C2780924976","wikidata":"https://www.wikidata.org/wiki/Q22715","display_name":"Vineyard","level":2,"score":0.6457026600837708},{"id":"https://openalex.org/C2778102629","wikidata":"https://www.wikidata.org/wiki/Q725252","display_name":"Satellite imagery","level":2,"score":0.6359500288963318},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6111084222793579},{"id":"https://openalex.org/C173163844","wikidata":"https://www.wikidata.org/wiki/Q1761440","display_name":"Multispectral image","level":2,"score":0.6049172878265381},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.5950295925140381},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.5654974579811096},{"id":"https://openalex.org/C19269812","wikidata":"https://www.wikidata.org/wiki/Q26540","display_name":"Satellite","level":2,"score":0.5630096197128296},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.46234527230262756},{"id":"https://openalex.org/C165696696","wikidata":"https://www.wikidata.org/wiki/Q11287","display_name":"Exploit","level":2,"score":0.4592975676059723},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4436340928077698},{"id":"https://openalex.org/C169258074","wikidata":"https://www.wikidata.org/wiki/Q245748","display_name":"Random forest","level":2,"score":0.4142723083496094},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.4108560085296631},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.38173556327819824},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.34167152643203735},{"id":"https://openalex.org/C118518473","wikidata":"https://www.wikidata.org/wiki/Q11451","display_name":"Agriculture","level":2,"score":0.3188934922218323},{"id":"https://openalex.org/C25989453","wikidata":"https://www.wikidata.org/wiki/Q446746","display_name":"Leaf area index","level":2,"score":0.208831787109375},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.14334583282470703},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.09875980019569397},{"id":"https://openalex.org/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.0},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.0},{"id":"https://openalex.org/C146978453","wikidata":"https://www.wikidata.org/wiki/Q3798668","display_name":"Aerospace engineering","level":1,"score":0.0}],"mesh":[{"descriptor_ui":"D000069550","descriptor_name":"Machine Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000069550","descriptor_name":"Machine Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000069550","descriptor_name":"Machine Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000072480","descriptor_name":"Farms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000072480","descriptor_name":"Farms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000072480","descriptor_name":"Farms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000383","descriptor_name":"Agriculture","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000383","descriptor_name":"Agriculture","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000383","descriptor_name":"Agriculture","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D007558","descriptor_name":"Italy","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D007558","descriptor_name":"Italy","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D007558","descriptor_name":"Italy","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012621","descriptor_name":"Seasons","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012621","descriptor_name":"Seasons","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012621","descriptor_name":"Seasons","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D018515","descriptor_name":"Plant Leaves","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D018515","descriptor_name":"Plant Leaves","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D018515","descriptor_name":"Plant Leaves","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D018556","descriptor_name":"Crops, Agricultural","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D018556","descriptor_name":"Crops, Agricultural","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D018556","descriptor_name":"Crops, Agricultural","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D058998","descriptor_name":"Remote Sensing Technology","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D058998","descriptor_name":"Remote Sensing Technology","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D058998","descriptor_name":"Remote Sensing Technology","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D063809","descriptor_name":"Satellite Imagery","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D063809","descriptor_name":"Satellite Imagery","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D063809","descriptor_name":"Satellite Imagery","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true}],"locations_count":6,"locations":[{"id":"doi:10.3390/s20092530","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s20092530","pdf_url":"https://www.mdpi.com/1424-8220/20/9/2530/pdf?version=1588407721","source":{"id":"https://openalex.org/S101949793","display_name":"Sensors","issn_l":"1424-8220","issn":["1424-8220"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors","raw_type":"journal-article"},{"id":"pmid:32365636","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/32365636","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":"Sensors (Basel, Switzerland)","raw_type":null},{"id":"pmh:oai:arXiv.org:2004.14421","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2004.14421","pdf_url":"https://arxiv.org/pdf/2004.14421","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},{"id":"pmh:oai:doaj.org/article:3e6a8a921bc84c9392916d36761771b3","is_oa":true,"landing_page_url":"https://doaj.org/article/3e6a8a921bc84c9392916d36761771b3","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","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":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Sensors, Vol 20, Iss 9, p 2530 (2020)","raw_type":"article"},{"id":"pmh:oai:mdpi.com:/1424-8220/20/9/2530/","is_oa":true,"landing_page_url":"http://dx.doi.org/10.3390/s20092530","pdf_url":null,"source":{"id":"https://openalex.org/S4306400947","display_name":"MDPI (MDPI AG)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210097602","host_organization_name":"Multidisciplinary Digital Publishing Institute (Switzerland)","host_organization_lineage":["https://openalex.org/I4210097602"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Sensors","raw_type":"Text"},{"id":"pmh:oai:pubmedcentral.nih.gov:7249115","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/7249115","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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Sensors (Basel)","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.3390/s20092530","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s20092530","pdf_url":"https://www.mdpi.com/1424-8220/20/9/2530/pdf?version=1588407721","source":{"id":"https://openalex.org/S101949793","display_name":"Sensors","issn_l":"1424-8220","issn":["1424-8220"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Zero hunger","score":0.8500000238418579,"id":"https://metadata.un.org/sdg/2"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320313985","display_name":"Politecnico di Torino","ror":"https://ror.org/00bgk9508"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3022517580.pdf","grobid_xml":"https://content.openalex.org/works/W3022517580.grobid-xml"},"referenced_works_count":57,"referenced_works":["https://openalex.org/W1600079720","https://openalex.org/W2000179198","https://openalex.org/W2037293731","https://openalex.org/W2038782607","https://openalex.org/W2095705004","https://openalex.org/W2097117768","https://openalex.org/W2109044582","https://openalex.org/W2113865576","https://openalex.org/W2132077228","https://openalex.org/W2134346749","https://openalex.org/W2165703940","https://openalex.org/W2176412452","https://openalex.org/W2300552723","https://openalex.org/W2485808711","https://openalex.org/W2507863315","https://openalex.org/W2559239760","https://openalex.org/W2564947386","https://openalex.org/W2600863649","https://openalex.org/W2602572945","https://openalex.org/W2606265598","https://openalex.org/W2747898905","https://openalex.org/W2796901798","https://openalex.org/W2886702754","https://openalex.org/W2887480691","https://openalex.org/W2889648359","https://openalex.org/W2898121939","https://openalex.org/W2900300361","https://openalex.org/W2903554236","https://openalex.org/W2913423314","https://openalex.org/W2916442355","https://openalex.org/W2931073790","https://openalex.org/W2938050580","https://openalex.org/W2942435091","https://openalex.org/W2949117887","https://openalex.org/W2950541952","https://openalex.org/W2953384591","https://openalex.org/W2956093359","https://openalex.org/W2957367360","https://openalex.org/W2963372104","https://openalex.org/W2964054038","https://openalex.org/W2964121744","https://openalex.org/W2970226366","https://openalex.org/W2971932038","https://openalex.org/W2976762801","https://openalex.org/W2989660890","https://openalex.org/W2990188677","https://openalex.org/W2990547986","https://openalex.org/W2995803192","https://openalex.org/W2996717402","https://openalex.org/W2998937092","https://openalex.org/W2999712229","https://openalex.org/W3000130922","https://openalex.org/W3003262233","https://openalex.org/W3003315949","https://openalex.org/W3112703307","https://openalex.org/W6674330103","https://openalex.org/W6713134421"],"related_works":["https://openalex.org/W2256327466","https://openalex.org/W1489092462","https://openalex.org/W2336626438","https://openalex.org/W1586984771","https://openalex.org/W4230401055","https://openalex.org/W2315562738","https://openalex.org/W2338067956","https://openalex.org/W4399245137","https://openalex.org/W2961633999","https://openalex.org/W2072625890"],"abstract_inverted_index":{"Precision":[0],"agriculture":[1,18],"is":[2,39,148],"considered":[3],"to":[4,49,193,200],"be":[5,50,93],"a":[6,11,28,51,107,115,144,167,211,228],"fundamental":[7],"approach":[8,153],"in":[9,44,54,74,86,159,182],"pursuing":[10],"low-input,":[12],"high-efficiency,":[13],"and":[14,30,43,58,155,206],"sustainable":[15],"kind":[16],"of":[17,33,37],"when":[19],"performing":[20],"site-specific":[21],"management":[22],"practices.":[23],"To":[24,137],"achieve":[25],"this":[26,87],"objective,":[27],"reliable":[29],"updated":[31],"description":[32],"the":[34,89,139,151,187,223],"local":[35],"status":[36,197],"crops":[38,80],"required.":[40],"Remote":[41],"sensing,":[42],"particular":[45],"satellite-based":[46],"imagery,":[47],"proved":[48],"valuable":[52,229],"tool":[53,230],"crop":[55,102,196],"mapping,":[56],"monitoring,":[57],"diseases":[59],"assessment.":[60],"However,":[61],"freely":[62],"available":[63],"satellite":[64,109],"imagery":[65,110],"with":[66,198],"low":[67],"or":[68],"moderate":[69],"resolutions":[70],"showed":[71],"some":[72],"limits":[73],"specific":[75],"agricultural":[76],"applications,":[77],"e.g.,":[78],"where":[79],"are":[81,227],"grown":[82],"by":[83,95,129,203],"rows.":[84],"Indeed,":[85],"framework,":[88,112],"satellite's":[90],"output":[91],"could":[92],"biased":[94],"intra-row":[96],"covering,":[97],"giving":[98],"inaccurate":[99],"information":[100,121],"about":[101],"status.":[103],"This":[104],"paper":[105],"presents":[106],"novel":[108],"refinement":[111],"based":[113,213],"on":[114],"deep":[116],"learning":[117],"technique":[118],"which":[119,226],"exploits":[120],"properly":[122],"derived":[123,221],"from":[124,222],"high":[125],"resolution":[126],"images":[127],"acquired":[128,181],"unmanned":[130],"aerial":[131],"vehicle":[132],"(UAV)":[133],"airborne":[134],"multispectral":[135],"sensors.":[136],"train":[138],"convolutional":[140],"neural":[141],"network,":[142],"only":[143],"single":[145],"UAV-driven":[146],"dataset":[147],"required,":[149],"making":[150],"proposed":[152],"simple":[154],"cost-effective.":[156],"A":[157],"vineyard":[158,216],"Serralunga":[160],"d'Alba":[161],"(Northern":[162],"Italy)":[163],"was":[164],"chosen":[165],"as":[166],"case":[168],"study":[169],"for":[170,231],"validation":[171],"purposes.":[172],"Refined":[173],"satellite-driven":[174],"normalized":[175],"difference":[176],"vegetation":[177],"index":[178],"(NDVI)":[179],"maps,":[180,225],"four":[183],"different":[184],"periods":[185],"during":[186],"vine":[188],"growing":[189],"season,":[190],"were":[191,219],"shown":[192],"better":[194],"describe":[195],"respect":[199],"raw":[201],"datasets":[202],"correlation":[204],"analysis":[205],"ANOVA.":[207],"In":[208],"addition,":[209],"using":[210],"K-means":[212],"classifier,":[214],"3-class":[215],"vigor":[217],"maps":[218],"profitably":[220],"NDVI":[224],"growers.":[232]},"counts_by_year":[{"year":2026,"cited_by_count":5},{"year":2025,"cited_by_count":30},{"year":2024,"cited_by_count":23},{"year":2023,"cited_by_count":24},{"year":2022,"cited_by_count":24},{"year":2021,"cited_by_count":20},{"year":2020,"cited_by_count":11}],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}
