{"id":"https://openalex.org/W2958439264","doi":"https://doi.org/10.3390/s19143054","title":"Spatial Variability of Aroma Profiles of Cocoa Trees Obtained through Computer Vision and Machine Learning Modelling: A Cover Photography and High Spatial Remote Sensing Application","display_name":"Spatial Variability of Aroma Profiles of Cocoa Trees Obtained through Computer Vision and Machine Learning Modelling: A Cover Photography and High Spatial Remote Sensing Application","publication_year":2019,"publication_date":"2019-07-11","ids":{"openalex":"https://openalex.org/W2958439264","doi":"https://doi.org/10.3390/s19143054","mag":"2958439264","pmid":"https://pubmed.ncbi.nlm.nih.gov/31373303"},"language":"en","primary_location":{"id":"doi:10.3390/s19143054","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s19143054","pdf_url":"https://www.mdpi.com/1424-8220/19/14/3054/pdf?version=1562825003","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/1424-8220/19/14/3054/pdf?version=1562825003","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, University of Melbourne, Melbourne, VIC 3010, Australia"],"raw_orcid":"https://orcid.org/0000-0002-0377-5085","affiliations":[{"raw_affiliation_string":"School of Agriculture and Food, Faculty of Veterinary and Agricultural Sciences, University of Melbourne, Melbourne, VIC 3010, Australia","institution_ids":["https://openalex.org/I165779595","https://openalex.org/I4210138055"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5039188927","display_name":"Gabriela Chacon","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":"Gabriela Chacon","raw_affiliation_strings":["School of Agriculture and Food, Faculty of Veterinary and Agricultural Sciences, University of Melbourne, Melbourne, VIC 3010, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Agriculture and Food, Faculty of Veterinary and Agricultural Sciences, University of Melbourne, Melbourne, VIC 3010, Australia","institution_ids":["https://openalex.org/I165779595","https://openalex.org/I4210138055"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5032923277","display_name":"Damir D. Torrico","orcid":"https://orcid.org/0000-0003-1482-2438"},"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/I184746854","display_name":"Lincoln University","ror":"https://ror.org/04ps1r162","country_code":"NZ","type":"education","lineage":["https://openalex.org/I184746854"]},{"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","NZ"],"is_corresponding":false,"raw_author_name":"Damir D. Torrico","raw_affiliation_strings":["Department of Wine, Food and Molecular Biosciences, Faculty of Agriculture and Life Sciences, Lincoln University, Lincoln 7647, New Zealand","School of Agriculture and Food, Faculty of Veterinary and Agricultural Sciences, University of Melbourne, Melbourne, VIC 3010, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Wine, Food and Molecular Biosciences, Faculty of Agriculture and Life Sciences, Lincoln University, Lincoln 7647, New Zealand","institution_ids":["https://openalex.org/I184746854"]},{"raw_affiliation_string":"School of Agriculture and Food, Faculty of Veterinary and Agricultural Sciences, University of Melbourne, Melbourne, VIC 3010, Australia","institution_ids":["https://openalex.org/I165779595","https://openalex.org/I4210138055"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5052494908","display_name":"Andrea Zarate","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":"Andrea Zarate","raw_affiliation_strings":["School of Agriculture and Food, Faculty of Veterinary and Agricultural Sciences, University of Melbourne, Melbourne, VIC 3010, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Agriculture and Food, Faculty of Veterinary and Agricultural Sciences, University of Melbourne, Melbourne, VIC 3010, Australia","institution_ids":["https://openalex.org/I165779595","https://openalex.org/I4210138055"]}]},{"author_position":"last","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, University of Melbourne, Melbourne, 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, University of Melbourne, Melbourne, VIC 3010, Australia","institution_ids":["https://openalex.org/I165779595","https://openalex.org/I4210138055"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"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":2.1755,"has_fulltext":true,"cited_by_count":20,"citation_normalized_percentile":{"value":0.87092898,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":"19","issue":"14","first_page":"3054","last_page":"3054"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12349","display_name":"Food Chemistry and Fat Analysis","score":0.9998000264167786,"subfield":{"id":"https://openalex.org/subfields/1106","display_name":"Food 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/T12349","display_name":"Food Chemistry and Fat Analysis","score":0.9998000264167786,"subfield":{"id":"https://openalex.org/subfields/1106","display_name":"Food 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/T13069","display_name":"Cocoa and Sweet Potato Agronomy","score":0.9962999820709229,"subfield":{"id":"https://openalex.org/subfields/1108","display_name":"Horticulture"},"field":{"id":"https://openalex.org/fields/11","display_name":"Agricultural and Biological Sciences"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/canopy","display_name":"Canopy","score":0.7350887656211853},{"id":"https://openalex.org/keywords/aroma","display_name":"Aroma","score":0.6549022197723389},{"id":"https://openalex.org/keywords/overfitting","display_name":"Overfitting","score":0.4967043995857239},{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.47731050848960876},{"id":"https://openalex.org/keywords/tree-canopy","display_name":"Tree canopy","score":0.47467541694641113},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.47327399253845215},{"id":"https://openalex.org/keywords/tree","display_name":"Tree (set theory)","score":0.44193360209465027},{"id":"https://openalex.org/keywords/coefficient-of-determination","display_name":"Coefficient of determination","score":0.4393700361251831},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.4204524755477905},{"id":"https://openalex.org/keywords/machine-vision","display_name":"Machine vision","score":0.4145583510398865},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.38045433163642883},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.3636307716369629},{"id":"https://openalex.org/keywords/environmental-science","display_name":"Environmental science","score":0.35050344467163086},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3218449652194977},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.30151087045669556},{"id":"https://openalex.org/keywords/food-science","display_name":"Food science","score":0.16310977935791016},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.11426597833633423}],"concepts":[{"id":"https://openalex.org/C101000010","wikidata":"https://www.wikidata.org/wiki/Q5033434","display_name":"Canopy","level":2,"score":0.7350887656211853},{"id":"https://openalex.org/C2780563676","wikidata":"https://www.wikidata.org/wiki/Q1758872","display_name":"Aroma","level":2,"score":0.6549022197723389},{"id":"https://openalex.org/C22019652","wikidata":"https://www.wikidata.org/wiki/Q331309","display_name":"Overfitting","level":3,"score":0.4967043995857239},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.47731050848960876},{"id":"https://openalex.org/C39807119","wikidata":"https://www.wikidata.org/wiki/Q1134228","display_name":"Tree canopy","level":3,"score":0.47467541694641113},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.47327399253845215},{"id":"https://openalex.org/C113174947","wikidata":"https://www.wikidata.org/wiki/Q2859736","display_name":"Tree (set theory)","level":2,"score":0.44193360209465027},{"id":"https://openalex.org/C128990827","wikidata":"https://www.wikidata.org/wiki/Q192830","display_name":"Coefficient of determination","level":2,"score":0.4393700361251831},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.4204524755477905},{"id":"https://openalex.org/C5339829","wikidata":"https://www.wikidata.org/wiki/Q1425977","display_name":"Machine vision","level":2,"score":0.4145583510398865},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.38045433163642883},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.3636307716369629},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.35050344467163086},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3218449652194977},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.30151087045669556},{"id":"https://openalex.org/C31903555","wikidata":"https://www.wikidata.org/wiki/Q1637030","display_name":"Food science","level":1,"score":0.16310977935791016},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.11426597833633423},{"id":"https://openalex.org/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","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":[{"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":"D002099","descriptor_name":"Cacao","qualifier_ui":"Q000378","qualifier_name":"metabolism","is_major_topic":false},{"descriptor_ui":"D002099","descriptor_name":"Cacao","qualifier_ui":"Q000378","qualifier_name":"metabolism","is_major_topic":false},{"descriptor_ui":"D002099","descriptor_name":"Cacao","qualifier_ui":"Q000378","qualifier_name":"metabolism","is_major_topic":false},{"descriptor_ui":"D002099","descriptor_name":"Cacao","qualifier_ui":"Q000737","qualifier_name":"chemistry","is_major_topic":false},{"descriptor_ui":"D002099","descriptor_name":"Cacao","qualifier_ui":"Q000737","qualifier_name":"chemistry","is_major_topic":false},{"descriptor_ui":"D002099","descriptor_name":"Cacao","qualifier_ui":"Q000737","qualifier_name":"chemistry","is_major_topic":false},{"descriptor_ui":"D007091","descriptor_name":"Image Processing, Computer-Assisted","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D007091","descriptor_name":"Image Processing, Computer-Assisted","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D007091","descriptor_name":"Image Processing, Computer-Assisted","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008401","descriptor_name":"Gas Chromatography-Mass Spectrometry","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008401","descriptor_name":"Gas Chromatography-Mass Spectrometry","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008401","descriptor_name":"Gas Chromatography-Mass Spectrometry","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":"D055549","descriptor_name":"Volatile Organic Compounds","qualifier_ui":"Q000032","qualifier_name":"analysis","is_major_topic":false},{"descriptor_ui":"D055549","descriptor_name":"Volatile Organic Compounds","qualifier_ui":"Q000032","qualifier_name":"analysis","is_major_topic":false},{"descriptor_ui":"D055549","descriptor_name":"Volatile Organic Compounds","qualifier_ui":"Q000032","qualifier_name":"analysis","is_major_topic":false},{"descriptor_ui":"D055549","descriptor_name":"Volatile Organic Compounds","qualifier_ui":"Q000737","qualifier_name":"chemistry","is_major_topic":false},{"descriptor_ui":"D055549","descriptor_name":"Volatile Organic Compounds","qualifier_ui":"Q000737","qualifier_name":"chemistry","is_major_topic":false},{"descriptor_ui":"D055549","descriptor_name":"Volatile Organic Compounds","qualifier_ui":"Q000737","qualifier_name":"chemistry","is_major_topic":false},{"descriptor_ui":"D058998","descriptor_name":"Remote Sensing Technology","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D058998","descriptor_name":"Remote Sensing Technology","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D058998","descriptor_name":"Remote Sensing Technology","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false}],"locations_count":7,"locations":[{"id":"doi:10.3390/s19143054","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s19143054","pdf_url":"https://www.mdpi.com/1424-8220/19/14/3054/pdf?version=1562825003","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:31373303","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/31373303","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:11343/241653","is_oa":true,"landing_page_url":"http://hdl.handle.net/11343/241653","pdf_url":"http://hdl.handle.net/11343/241653","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:doaj.org/article:f0fa52ca6f4f4cde800cfcb8aa4d974e","is_oa":true,"landing_page_url":"https://doaj.org/article/f0fa52ca6f4f4cde800cfcb8aa4d974e","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 14, p 3054 (2019)","raw_type":"article"},{"id":"pmh:oai:mdpi.com:/1424-8220/19/14/3054/","is_oa":true,"landing_page_url":"http://dx.doi.org/10.3390/s19143054","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:6678375","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/6678375","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"},{"id":"pmh:oai:researcharchive.lincoln.ac.nz:10182/11574","is_oa":true,"landing_page_url":"https://hdl.handle.net/10182/11574","pdf_url":null,"source":{"id":"https://openalex.org/S4306400204","display_name":"Lincoln University Research Archive (Lincoln University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I114395901","host_organization_name":"University of Nebraska\u2013Lincoln","host_organization_lineage":["https://openalex.org/I114395901"],"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":null,"raw_type":"Journal Article"}],"best_oa_location":{"id":"doi:10.3390/s19143054","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s19143054","pdf_url":"https://www.mdpi.com/1424-8220/19/14/3054/pdf?version=1562825003","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":0.4300000071525574,"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9"},{"score":0.4099999964237213,"display_name":"Partnerships for the goals","id":"https://metadata.un.org/sdg/17"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320320974","display_name":"University of Melbourne","ror":"https://ror.org/01ej9dk98"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2958439264.pdf","grobid_xml":"https://content.openalex.org/works/W2958439264.grobid-xml"},"referenced_works_count":38,"referenced_works":["https://openalex.org/W117115882","https://openalex.org/W1964811854","https://openalex.org/W1981001412","https://openalex.org/W1985781668","https://openalex.org/W2017268674","https://openalex.org/W2018968921","https://openalex.org/W2023206247","https://openalex.org/W2028985776","https://openalex.org/W2036077498","https://openalex.org/W2036576180","https://openalex.org/W2063418562","https://openalex.org/W2063619374","https://openalex.org/W2077699258","https://openalex.org/W2081068538","https://openalex.org/W2085525236","https://openalex.org/W2113165174","https://openalex.org/W2122678109","https://openalex.org/W2126459859","https://openalex.org/W2129223668","https://openalex.org/W2136365673","https://openalex.org/W2137975774","https://openalex.org/W2140415682","https://openalex.org/W2141469046","https://openalex.org/W2144835507","https://openalex.org/W2177332555","https://openalex.org/W2279133129","https://openalex.org/W2337536913","https://openalex.org/W2550134042","https://openalex.org/W2562162680","https://openalex.org/W2592334636","https://openalex.org/W2609033725","https://openalex.org/W2912109473","https://openalex.org/W2913969251","https://openalex.org/W2921578058","https://openalex.org/W6681467522","https://openalex.org/W6730953337","https://openalex.org/W6759205172","https://openalex.org/W7019691851"],"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":{"Cocoa":[0],"is":[1],"an":[2,95,137],"important":[3],"commodity":[4],"crop,":[5],"not":[6],"only":[7],"to":[8,30,48,76,136,146,155],"produce":[9,147],"chocolate,":[10],"one":[11,22],"of":[12,53,140],"the":[13,18,31,50,64,78,102,141,156,165],"most":[14],"complex":[15],"products":[16],"from":[17],"sensory":[19],"perspective,":[20],"but":[21],"that":[23],"commonly":[24],"grows":[25],"in":[26,56,60,94,169],"developing":[27],"countries":[28],"close":[29],"tropics.":[32],"This":[33],"paper":[34],"presents":[35],"novel":[36,44],"techniques":[37],"applied":[38,135],"using":[39,83],"cover":[40],"photography":[41],"and":[42,74,150],"a":[43,57,174],"computer":[45],"application":[46],"(VitiCanopy)":[47],"assess":[49],"canopy":[51,87,148,166],"architecture":[52,88],"cocoa":[54,65,143,170,178],"trees":[55,66],"commercial":[58],"plantation":[59],"Queensland,":[61],"Australia.":[62],"From":[63],"monitored,":[67],"pod":[68],"samples":[69],"were":[70,90],"collected,":[71],"fermented,":[72],"dried,":[73],"ground":[75],"obtain":[77],"aroma":[79,103,151],"profile":[80,152],"per":[81],"tree":[82],"gas":[84],"chromatography.":[85],"The":[86,111,131,159],"data":[89],"used":[91],"as":[92,109],"inputs":[93],"artificial":[96],"neural":[97],"network":[98],"(ANN)":[99],"algorithm,":[100],"with":[101,128],"profile,":[104],"considering":[105],"six":[106],"main":[107],"aromas,":[108],"targets.":[110],"ANN":[112],"model":[113,132],"rendered":[114],"high":[115],"accuracy":[116],"(correlation":[117],"coefficient":[118],"(R)":[119],"=":[120,126],"0.82;":[121],"mean":[122],"squared":[123],"error":[124],"(MSE)":[125],"0.09)":[127],"no":[129],"overfitting.":[130],"was":[133],"then":[134],"aerial":[138],"image":[139],"whole":[142],"field":[144],"studied":[145],"vigor,":[149],"maps":[153],"up":[154],"tree-by-tree":[157],"scale.":[158],"tool":[160],"developed":[161],"could":[162],"significantly":[163],"aid":[164],"management":[167],"practices":[168],"trees,":[171],"which":[172],"have":[173],"direct":[175],"effect":[176],"on":[177],"quality.":[179]},"counts_by_year":[{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":4},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":3},{"year":2020,"cited_by_count":5},{"year":2019,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}