{"id":"https://openalex.org/W2966003450","doi":"https://doi.org/10.3390/s19153335","title":"Non-Invasive Tools to Detect Smoke Contamination in Grapevine Canopies, Berries and Wine: A Remote Sensing and Machine Learning Modeling Approach","display_name":"Non-Invasive Tools to Detect Smoke Contamination in Grapevine Canopies, Berries and Wine: A Remote Sensing and Machine Learning Modeling Approach","publication_year":2019,"publication_date":"2019-07-30","ids":{"openalex":"https://openalex.org/W2966003450","doi":"https://doi.org/10.3390/s19153335","mag":"2966003450","pmid":"https://pubmed.ncbi.nlm.nih.gov/31366016"},"language":"en","primary_location":{"id":"doi:10.3390/s19153335","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s19153335","pdf_url":"https://www.mdpi.com/1424-8220/19/15/3335/pdf?version=1564465605","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":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/1424-8220/19/15/3335/pdf?version=1564465605","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5031627534","display_name":"Sigfredo Fuentes","orcid":"https://orcid.org/0000-0002-0377-5085"},"institutions":[{"id":"https://openalex.org/I165779595","display_name":"The University of Melbourne","ror":"https://ror.org/01ej9dk98","country_code":"AU","type":"education","lineage":["https://openalex.org/I165779595"]},{"id":"https://openalex.org/I4210138055","display_name":"Agriculture and Food","ror":"https://ror.org/03n17ds51","country_code":"AU","type":"facility","lineage":["https://openalex.org/I1292875679","https://openalex.org/I2801453606","https://openalex.org/I4210138055","https://openalex.org/I4387156119"]}],"countries":["AU"],"is_corresponding":true,"raw_author_name":"Sigfredo Fuentes","raw_affiliation_strings":["School of Agriculture and Food, Faculty of Veterinary and Agricultural Sciences, The University of Melbourne, Parkville, VIC 3010, Australia","School of Agriculture and Food, Faculty of Veterinary and Agricultural Sciences, The University of Melbourne, Parkville, VIC 3010, Australia. sfuentes@unimelb.edu.au"],"raw_orcid":"https://orcid.org/0000-0002-0377-5085","affiliations":[{"raw_affiliation_string":"School of Agriculture and Food, Faculty of Veterinary and Agricultural Sciences, The University of Melbourne, Parkville, VIC 3010, Australia","institution_ids":["https://openalex.org/I165779595","https://openalex.org/I4210138055"]},{"raw_affiliation_string":"School of Agriculture and Food, Faculty of Veterinary and Agricultural Sciences, The University of Melbourne, Parkville, VIC 3010, Australia. sfuentes@unimelb.edu.au","institution_ids":["https://openalex.org/I165779595"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5057098344","display_name":"Eden Tongson","orcid":null},"institutions":[{"id":"https://openalex.org/I165779595","display_name":"The University of Melbourne","ror":"https://ror.org/01ej9dk98","country_code":"AU","type":"education","lineage":["https://openalex.org/I165779595"]},{"id":"https://openalex.org/I4210138055","display_name":"Agriculture and Food","ror":"https://ror.org/03n17ds51","country_code":"AU","type":"facility","lineage":["https://openalex.org/I1292875679","https://openalex.org/I2801453606","https://openalex.org/I4210138055","https://openalex.org/I4387156119"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Eden Jane Tongson","raw_affiliation_strings":["School of Agriculture and Food, Faculty of Veterinary and Agricultural Sciences, The University of Melbourne, Parkville, VIC 3010, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Agriculture and Food, Faculty of Veterinary and Agricultural Sciences, The University of Melbourne, Parkville, VIC 3010, Australia","institution_ids":["https://openalex.org/I165779595","https://openalex.org/I4210138055"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5077912187","display_name":"Roberta De Bei","orcid":"https://orcid.org/0000-0002-7128-005X"},"institutions":[{"id":"https://openalex.org/I5681781","display_name":"The University of Adelaide","ror":"https://ror.org/00892tw58","country_code":"AU","type":"education","lineage":["https://openalex.org/I5681781"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Roberta De Bei","raw_affiliation_strings":["School of Agriculture, Food and Wine, The University of Adelaide, PMB 1, Glen Osmond, SA 5064, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Agriculture, Food and Wine, The University of Adelaide, PMB 1, Glen Osmond, SA 5064, Australia","institution_ids":["https://openalex.org/I5681781"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5036304829","display_name":"Claudia Gonzalez Viejo","orcid":"https://orcid.org/0000-0001-9207-9307"},"institutions":[{"id":"https://openalex.org/I165779595","display_name":"The University of Melbourne","ror":"https://ror.org/01ej9dk98","country_code":"AU","type":"education","lineage":["https://openalex.org/I165779595"]},{"id":"https://openalex.org/I4210138055","display_name":"Agriculture and Food","ror":"https://ror.org/03n17ds51","country_code":"AU","type":"facility","lineage":["https://openalex.org/I1292875679","https://openalex.org/I2801453606","https://openalex.org/I4210138055","https://openalex.org/I4387156119"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Claudia Gonzalez Viejo","raw_affiliation_strings":["School of Agriculture and Food, Faculty of Veterinary and Agricultural Sciences, The University of Melbourne, Parkville, VIC 3010, Australia"],"raw_orcid":"https://orcid.org/0000-0001-9207-9307","affiliations":[{"raw_affiliation_string":"School of Agriculture and Food, Faculty of Veterinary and Agricultural Sciences, The University of Melbourne, Parkville, VIC 3010, Australia","institution_ids":["https://openalex.org/I165779595","https://openalex.org/I4210138055"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5054638302","display_name":"Renata Risti\u0107","orcid":"https://orcid.org/0000-0002-6056-9325"},"institutions":[{"id":"https://openalex.org/I5681781","display_name":"The University of Adelaide","ror":"https://ror.org/00892tw58","country_code":"AU","type":"education","lineage":["https://openalex.org/I5681781"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Renata Ristic","raw_affiliation_strings":["School of Agriculture, Food and Wine, The University of Adelaide, PMB 1, Glen Osmond, SA 5064, Australia"],"raw_orcid":"https://orcid.org/0000-0002-6056-9325","affiliations":[{"raw_affiliation_string":"School of Agriculture, Food and Wine, The University of Adelaide, PMB 1, Glen Osmond, SA 5064, Australia","institution_ids":["https://openalex.org/I5681781"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5056351366","display_name":"Stephen D. Tyerman","orcid":"https://orcid.org/0000-0003-2455-1643"},"institutions":[{"id":"https://openalex.org/I5681781","display_name":"The University of Adelaide","ror":"https://ror.org/00892tw58","country_code":"AU","type":"education","lineage":["https://openalex.org/I5681781"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Stephen Tyerman","raw_affiliation_strings":["School of Agriculture, Food and Wine, The University of Adelaide, PMB 1, Glen Osmond, SA 5064, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Agriculture, Food and Wine, The University of Adelaide, PMB 1, Glen Osmond, SA 5064, Australia","institution_ids":["https://openalex.org/I5681781"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5041196065","display_name":"Kerry L. Wilkinson","orcid":"https://orcid.org/0000-0001-6724-9837"},"institutions":[{"id":"https://openalex.org/I5681781","display_name":"The University of Adelaide","ror":"https://ror.org/00892tw58","country_code":"AU","type":"education","lineage":["https://openalex.org/I5681781"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Kerry Wilkinson","raw_affiliation_strings":["School of Agriculture, Food and Wine, The University of Adelaide, PMB 1, Glen Osmond, SA 5064, Australia"],"raw_orcid":"https://orcid.org/0000-0001-6724-9837","affiliations":[{"raw_affiliation_string":"School of Agriculture, Food and Wine, The University of Adelaide, PMB 1, Glen Osmond, SA 5064, Australia","institution_ids":["https://openalex.org/I5681781"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5031627534"],"corresponding_institution_ids":["https://openalex.org/I165779595","https://openalex.org/I4210138055"],"apc_list":{"value":2400,"currency":"CHF","value_usd":2598},"apc_paid":{"value":2400,"currency":"CHF","value_usd":2598},"fwci":6.9857,"has_fulltext":true,"cited_by_count":35,"citation_normalized_percentile":{"value":0.9625594,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":99},"biblio":{"volume":"19","issue":"15","first_page":"3335","last_page":"3335"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11796","display_name":"Horticultural and Viticultural Research","score":0.9987999796867371,"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":0.9987999796867371,"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/T11691","display_name":"Forest Insect Ecology and Management","score":0.9886999726295471,"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/T10111","display_name":"Remote Sensing in Agriculture","score":0.9884999990463257,"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/smoke","display_name":"Smoke","score":0.786307156085968},{"id":"https://openalex.org/keywords/overfitting","display_name":"Overfitting","score":0.7476637959480286},{"id":"https://openalex.org/keywords/vineyard","display_name":"Vineyard","score":0.7323062419891357},{"id":"https://openalex.org/keywords/contamination","display_name":"Contamination","score":0.6544585227966309},{"id":"https://openalex.org/keywords/environmental-science","display_name":"Environmental science","score":0.6426210403442383},{"id":"https://openalex.org/keywords/wine","display_name":"Wine","score":0.5121710300445557},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.41085439920425415},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3911433815956116},{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.37382692098617554},{"id":"https://openalex.org/keywords/horticulture","display_name":"Horticulture","score":0.2141362726688385},{"id":"https://openalex.org/keywords/chemistry","display_name":"Chemistry","score":0.17315682768821716},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.14029425382614136},{"id":"https://openalex.org/keywords/waste-management","display_name":"Waste management","score":0.12279224395751953},{"id":"https://openalex.org/keywords/food-science","display_name":"Food science","score":0.10664013028144836},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.10361051559448242},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.09075716137886047},{"id":"https://openalex.org/keywords/ecology","display_name":"Ecology","score":0.08533135056495667}],"concepts":[{"id":"https://openalex.org/C58874564","wikidata":"https://www.wikidata.org/wiki/Q130768","display_name":"Smoke","level":2,"score":0.786307156085968},{"id":"https://openalex.org/C22019652","wikidata":"https://www.wikidata.org/wiki/Q331309","display_name":"Overfitting","level":3,"score":0.7476637959480286},{"id":"https://openalex.org/C2780924976","wikidata":"https://www.wikidata.org/wiki/Q22715","display_name":"Vineyard","level":2,"score":0.7323062419891357},{"id":"https://openalex.org/C112570922","wikidata":"https://www.wikidata.org/wiki/Q60528603","display_name":"Contamination","level":2,"score":0.6544585227966309},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.6426210403442383},{"id":"https://openalex.org/C55952523","wikidata":"https://www.wikidata.org/wiki/Q3014419","display_name":"Wine","level":2,"score":0.5121710300445557},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.41085439920425415},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3911433815956116},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.37382692098617554},{"id":"https://openalex.org/C144027150","wikidata":"https://www.wikidata.org/wiki/Q48803","display_name":"Horticulture","level":1,"score":0.2141362726688385},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.17315682768821716},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.14029425382614136},{"id":"https://openalex.org/C548081761","wikidata":"https://www.wikidata.org/wiki/Q180388","display_name":"Waste management","level":1,"score":0.12279224395751953},{"id":"https://openalex.org/C31903555","wikidata":"https://www.wikidata.org/wiki/Q1637030","display_name":"Food science","level":1,"score":0.10664013028144836},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.10361051559448242},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.09075716137886047},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.08533135056495667},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.0}],"mesh":[{"descriptor_ui":"D000068997","descriptor_name":"Smartphone","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000068997","descriptor_name":"Smartphone","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000068997","descriptor_name":"Smartphone","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"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":"D005390","descriptor_name":"Fires","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D005390","descriptor_name":"Fires","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D005390","descriptor_name":"Fires","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D005638","descriptor_name":"Fruit","qualifier_ui":"Q000737","qualifier_name":"chemistry","is_major_topic":false},{"descriptor_ui":"D005638","descriptor_name":"Fruit","qualifier_ui":"Q000737","qualifier_name":"chemistry","is_major_topic":false},{"descriptor_ui":"D005638","descriptor_name":"Fruit","qualifier_ui":"Q000737","qualifier_name":"chemistry","is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012906","descriptor_name":"Smoke","qualifier_ui":"Q000032","qualifier_name":"analysis","is_major_topic":false},{"descriptor_ui":"D012906","descriptor_name":"Smoke","qualifier_ui":"Q000032","qualifier_name":"analysis","is_major_topic":false},{"descriptor_ui":"D012906","descriptor_name":"Smoke","qualifier_ui":"Q000032","qualifier_name":"analysis","is_major_topic":false},{"descriptor_ui":"D014920","descriptor_name":"Wine","qualifier_ui":"Q000032","qualifier_name":"analysis","is_major_topic":false},{"descriptor_ui":"D014920","descriptor_name":"Wine","qualifier_ui":"Q000032","qualifier_name":"analysis","is_major_topic":false},{"descriptor_ui":"D014920","descriptor_name":"Wine","qualifier_ui":"Q000032","qualifier_name":"analysis","is_major_topic":false},{"descriptor_ui":"D015374","descriptor_name":"Biosensing Techniques","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D015374","descriptor_name":"Biosensing Techniques","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D015374","descriptor_name":"Biosensing Techniques","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D019265","descriptor_name":"Spectroscopy, Near-Infrared","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D019265","descriptor_name":"Spectroscopy, Near-Infrared","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D019265","descriptor_name":"Spectroscopy, Near-Infrared","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D027843","descriptor_name":"Vitis","qualifier_ui":"Q000737","qualifier_name":"chemistry","is_major_topic":false},{"descriptor_ui":"D027843","descriptor_name":"Vitis","qualifier_ui":"Q000737","qualifier_name":"chemistry","is_major_topic":false},{"descriptor_ui":"D027843","descriptor_name":"Vitis","qualifier_ui":"Q000737","qualifier_name":"chemistry","is_major_topic":false}],"locations_count":7,"locations":[{"id":"doi:10.3390/s19153335","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s19153335","pdf_url":"https://www.mdpi.com/1424-8220/19/15/3335/pdf?version=1564465605","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:31366016","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/31366016","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:jupiter.its.unimelb.edu.au:11343/249614","is_oa":true,"landing_page_url":"http://hdl.handle.net/11343/249614","pdf_url":"http://hdl.handle.net/11343/249614","source":{"id":"https://openalex.org/S4377196259","display_name":"Minerva Access (University of Melbourne)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I165779595","host_organization_name":"The University of Melbourne","host_organization_lineage":["https://openalex.org/I165779595"],"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":"","raw_type":"Journal Article"},{"id":"pmh:oai:digital.library.adelaide.edu.au:2440/120943","is_oa":true,"landing_page_url":"http://hdl.handle.net/2440/120943","pdf_url":null,"source":{"id":"https://openalex.org/S4306401835","display_name":"Adelaide Research & Scholarship (AR&S) (University of Adelaide)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I5681781","host_organization_name":"The University of Adelaide","host_organization_lineage":["https://openalex.org/I5681781"],"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":"http://dx.doi.org/10.3390/s19153335","raw_type":"Journal article"},{"id":"pmh:oai:doaj.org/article:f2a8837ead1c4e5392f51666261862f2","is_oa":true,"landing_page_url":"https://doaj.org/article/f2a8837ead1c4e5392f51666261862f2","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"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 19, Iss 15, p 3335 (2019)","raw_type":"article"},{"id":"pmh:oai:mdpi.com:/1424-8220/19/15/3335/","is_oa":true,"landing_page_url":"http://dx.doi.org/10.3390/s19153335","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:6696063","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/6696063","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/s19153335","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s19153335","pdf_url":"https://www.mdpi.com/1424-8220/19/15/3335/pdf?version=1564465605","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":[{"score":0.4399999976158142,"display_name":"Climate action","id":"https://metadata.un.org/sdg/13"}],"awards":[{"id":"https://openalex.org/G1702020759","display_name":null,"funder_award_id":"LP0989138","funder_id":"https://openalex.org/F4320334704","funder_display_name":"Australian Research Council"}],"funders":[{"id":"https://openalex.org/F4320309910","display_name":"Alberta Water Research Institute","ror":"https://ror.org/00ynafe15"},{"id":"https://openalex.org/F4320334704","display_name":"Australian Research Council","ror":"https://ror.org/05mmh0f86"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2966003450.pdf","grobid_xml":"https://content.openalex.org/works/W2966003450.grobid-xml"},"referenced_works_count":23,"referenced_works":["https://openalex.org/W1572452379","https://openalex.org/W1593768482","https://openalex.org/W1790189870","https://openalex.org/W1966035399","https://openalex.org/W1990767187","https://openalex.org/W1992284930","https://openalex.org/W1993759811","https://openalex.org/W2004493023","https://openalex.org/W2009814100","https://openalex.org/W2046157478","https://openalex.org/W2055139090","https://openalex.org/W2092088043","https://openalex.org/W2092495651","https://openalex.org/W2117847163","https://openalex.org/W2123234588","https://openalex.org/W2136256553","https://openalex.org/W2284528044","https://openalex.org/W2562162680","https://openalex.org/W2603009652","https://openalex.org/W2739913735","https://openalex.org/W2808846707","https://openalex.org/W2907291030","https://openalex.org/W2943376168"],"related_works":["https://openalex.org/W4362597605","https://openalex.org/W1574414179","https://openalex.org/W4297676672","https://openalex.org/W3009056573","https://openalex.org/W2922073769","https://openalex.org/W4281702477","https://openalex.org/W2490526372","https://openalex.org/W4376166922","https://openalex.org/W4378510483","https://openalex.org/W4221142204"],"abstract_inverted_index":{"Bushfires":[0],"are":[1,34],"becoming":[2],"more":[3],"frequent":[4],"and":[5,23,77,102,141,154,190],"intensive":[6],"due":[7],"to":[8,15,91,122,134,173,179],"changing":[9],"climate.":[10],"Those":[11],"that":[12,117],"occur":[13],"close":[14],"vineyards":[16],"can":[17,26,162],"cause":[18],"smoke":[19,44,58,124,136,181],"contamination":[20,45,59,125],"of":[21,43,94,152,158],"grapevines":[22],"grapes,":[24],"which":[25],"affect":[27],"wines,":[28],"producing":[29],"smoke-taint.":[30],"At":[31],"present,":[32],"there":[33],"no":[35,156],"available":[36,40],"practical":[37],"in-field":[38,170,186],"tools":[39,172],"for":[41,57,110],"detection":[42,55],"or":[46],"taint":[47,137,182],"in":[48,60,67,100,139,175,183],"berries.":[49],"This":[50],"research":[51],"proposes":[52],"a":[53,148],"non-invasive/in-field":[54],"system":[56],"grapevine":[61],"canopies":[62,127],"based":[63,71,81],"on":[64,72,82],"predictable":[65],"changes":[66],"stomatal":[68],"conductance":[69],"patterns":[70],"infrared":[73],"thermal":[74],"image":[75],"analysis":[76],"machine":[78,111],"learning":[79,112],"modeling":[80],"pattern":[83,119],"recognition.":[84],"A":[85],"second":[86,132],"model":[87,121,133],"was":[88],"also":[89],"proposed":[90],"quantify":[92],"levels":[93],"smoke-taint":[95],"related":[96],"compounds":[97,138],"as":[98,108],"targets":[99],"berries":[101,140],"wines":[103,184],"using":[104,188],"near-infrared":[105],"spectroscopy":[106],"(NIR)":[107],"inputs":[109],"fitting":[113],"modeling.":[114],"Results":[115],"showed":[116],"the":[118,144],"recognition":[120],"detect":[123],"from":[126],"had":[128],"96%":[129],"accuracy.":[130],"The":[131],"predict":[135],"wine":[142],"fit":[143],"NIR":[145],"data":[146],"with":[147,155,185],"correlation":[149],"coefficient":[150],"(R)":[151],"0.97":[153],"indication":[157],"overfitting.":[159],"These":[160],"methods":[161],"offer":[163],"grape":[164],"growers":[165],"quick,":[166],"affordable,":[167],"accurate,":[168],"non-destructive":[169],"screening":[171],"assist":[174],"vineyard":[176],"management":[177],"practices":[178],"minimize":[180],"applications":[187],"smartphones":[189],"unmanned":[191],"aerial":[192],"systems":[193],"(UAS).":[194]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":4},{"year":2022,"cited_by_count":5},{"year":2021,"cited_by_count":9},{"year":2020,"cited_by_count":7},{"year":2019,"cited_by_count":3}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
