{"id":"https://openalex.org/W1967201245","doi":"https://doi.org/10.1016/j.aca.2011.08.046","title":"Prediction of compositional and sensory characteristics using RGB digital images and multivariate calibration techniques","display_name":"Prediction of compositional and sensory characteristics using RGB digital images and multivariate calibration techniques","publication_year":2011,"publication_date":"2011-09-09","ids":{"openalex":"https://openalex.org/W1967201245","doi":"https://doi.org/10.1016/j.aca.2011.08.046","mag":"1967201245","pmid":"https://pubmed.ncbi.nlm.nih.gov/22023857"},"language":"en","primary_location":{"id":"doi:10.1016/j.aca.2011.08.046","doi":"https://doi.org/10.1016/j.aca.2011.08.046","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.aca.2011.08.046","pdf_url":null,"source":{"id":"https://openalex.org/S192559872","display_name":"Analytica Chimica Acta","issn_l":"0003-2670","issn":["0003-2670","1873-4324"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-scientific","cwts-core","dongbi-a","jufo-2","ki-jl-1","medline","norway-1","poland-100","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Analytica Chimica Acta","raw_type":"journal-article"},"volume":null,"type":"article","is_traditional":true,"indexed_in":["crossref","pubmed"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://iris.unimore.it/bitstream/11380/671445/6/ulrici_aca_pesto_calibration_author_postprint.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5000207382","display_name":"Giorgia Foca","orcid":"https://orcid.org/0000-0002-4436-774X","observed_orcids":["https://orcid.org/0000-0002-4436-774X"]},"institutions":[{"id":"https://openalex.org/I122346577","display_name":"University of Modena and Reggio Emilia","ror":"https://ror.org/02d4c4y02","country_code":"IT","type":"education","lineage":["https://openalex.org/I122346577"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Giorgia Foca","raw_affiliation_strings":["Dipartimento di Scienze Agrarie e degli Alimenti, Universit\u00e0 degli Studi di Modena e Reggio Emilia, Padiglione Besta, via Amendola 2, 42122 Reggio Emilia, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Dipartimento di Scienze Agrarie e degli Alimenti, Universit\u00e0 degli Studi di Modena e Reggio Emilia, Padiglione Besta, via Amendola 2, 42122 Reggio Emilia, Italy","institution_ids":["https://openalex.org/I122346577"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5077363210","display_name":"Francesca Masino","orcid":"https://orcid.org/0000-0002-1206-7267","observed_orcids":["https://orcid.org/0000-0002-1206-7267"]},"institutions":[{"id":"https://openalex.org/I122346577","display_name":"University of Modena and Reggio Emilia","ror":"https://ror.org/02d4c4y02","country_code":"IT","type":"education","lineage":["https://openalex.org/I122346577"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Francesca Masino","raw_affiliation_strings":["Dipartimento di Scienze Agrarie e degli Alimenti, Universit\u00e0 degli Studi di Modena e Reggio Emilia, Padiglione Besta, via Amendola 2, 42122 Reggio Emilia, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Dipartimento di Scienze Agrarie e degli Alimenti, Universit\u00e0 degli Studi di Modena e Reggio Emilia, Padiglione Besta, via Amendola 2, 42122 Reggio Emilia, Italy","institution_ids":["https://openalex.org/I122346577"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101911064","display_name":"Andrea Antonelli","orcid":"https://orcid.org/0000-0002-1288-3184","observed_orcids":["https://orcid.org/0000-0002-1288-3184"]},"institutions":[{"id":"https://openalex.org/I122346577","display_name":"University of Modena and Reggio Emilia","ror":"https://ror.org/02d4c4y02","country_code":"IT","type":"education","lineage":["https://openalex.org/I122346577"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Andrea Antonelli","raw_affiliation_strings":["Dipartimento di Scienze Agrarie e degli Alimenti, Universit\u00e0 degli Studi di Modena e Reggio Emilia, Padiglione Besta, via Amendola 2, 42122 Reggio Emilia, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Dipartimento di Scienze Agrarie e degli Alimenti, Universit\u00e0 degli Studi di Modena e Reggio Emilia, Padiglione Besta, via Amendola 2, 42122 Reggio Emilia, Italy","institution_ids":["https://openalex.org/I122346577"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5008516419","display_name":"Alessandro Ulrici","orcid":"https://orcid.org/0000-0002-6010-6400","observed_orcids":["https://orcid.org/0000-0002-6010-6400"]},"institutions":[{"id":"https://openalex.org/I122346577","display_name":"University of Modena and Reggio Emilia","ror":"https://ror.org/02d4c4y02","country_code":"IT","type":"education","lineage":["https://openalex.org/I122346577"]}],"countries":["IT"],"is_corresponding":true,"raw_author_name":"Alessandro Ulrici","raw_affiliation_strings":["Dipartimento di Scienze Agrarie e degli Alimenti, Universit\u00e0 degli Studi di Modena e Reggio Emilia, Padiglione Besta, via Amendola 2, 42122 Reggio Emilia, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Dipartimento di Scienze Agrarie e degli Alimenti, Universit\u00e0 degli Studi di Modena e Reggio Emilia, Padiglione Besta, via Amendola 2, 42122 Reggio Emilia, Italy","institution_ids":["https://openalex.org/I122346577"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5008516419"],"corresponding_institution_ids":["https://openalex.org/I122346577"],"apc_list":{"value":4270,"currency":"USD","value_usd":4270},"apc_paid":null,"fwci":1.754,"has_fulltext":true,"cited_by_count":43,"citation_normalized_percentile":{"value":0.80360059,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":88,"max":98},"biblio":{"volume":"706","issue":"2","first_page":"238","last_page":"245"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10640","display_name":"Spectroscopy and Chemometric Analyses","score":0.9984999895095825,"subfield":{"id":"https://openalex.org/subfields/1602","display_name":"Analytical Chemistry"},"field":{"id":"https://openalex.org/fields/16","display_name":"Chemistry"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10640","display_name":"Spectroscopy and Chemometric Analyses","score":0.9984999895095825,"subfield":{"id":"https://openalex.org/subfields/1602","display_name":"Analytical Chemistry"},"field":{"id":"https://openalex.org/fields/16","display_name":"Chemistry"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11666","display_name":"Color Science and Applications","score":0.000699999975040555,"subfield":{"id":"https://openalex.org/subfields/3107","display_name":"Atomic and Molecular Physics, and Optics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10616","display_name":"Smart Agriculture and AI","score":9.999999747378752e-05,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/multivariate-calibration","display_name":"multivariate calibration","score":0.8629999756813049},{"id":"https://openalex.org/keywords/chlorophyll","display_name":"chlorophyll","score":0.7540000081062317},{"id":"https://openalex.org/keywords/pheophytin","display_name":"pheophytin","score":0.9890000224113464},{"id":"https://openalex.org/keywords/carotenoids","display_name":"carotenoids","score":0.7950000166893005},{"id":"https://openalex.org/keywords/lutein","display_name":"lutein","score":0.8700000047683716},{"id":"https://openalex.org/keywords/beta-carotene","display_name":"beta-carotene","score":0.8700000047683716},{"id":"https://openalex.org/keywords/sensory-attributes","display_name":"sensory properties","score":0.6100000143051147},{"id":"https://openalex.org/keywords/food-color","display_name":"food color","score":0.4480000138282776},{"id":"https://openalex.org/keywords/image-based-analysis","display_name":"image-based analysis","score":0.39899998903274536}],"concepts":[{"id":"https://openalex.org/C82990744","wikidata":"https://www.wikidata.org/wiki/Q166194","display_name":"RGB color model","level":2,"score":0.7822033762931824},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.60634845495224},{"id":"https://openalex.org/C165838908","wikidata":"https://www.wikidata.org/wiki/Q736777","display_name":"Calibration","level":2,"score":0.591631293296814},{"id":"https://openalex.org/C126537357","wikidata":"https://www.wikidata.org/wiki/Q372948","display_name":"Hue","level":2,"score":0.5457829236984253},{"id":"https://openalex.org/C161584116","wikidata":"https://www.wikidata.org/wiki/Q1952580","display_name":"Multivariate statistics","level":2,"score":0.5373303890228271},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5064088106155396},{"id":"https://openalex.org/C185798385","wikidata":"https://www.wikidata.org/wiki/Q1161707","display_name":"Benchmark (surveying)","level":2,"score":0.4870434105396271},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.48419860005378723},{"id":"https://openalex.org/C186060115","wikidata":"https://www.wikidata.org/wiki/Q30336093","display_name":"Biological system","level":1,"score":0.4327913522720337},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.38533490896224976},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.2333446741104126},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.21566113829612732},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.17567971348762512},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"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/C13280743","wikidata":"https://www.wikidata.org/wiki/Q131089","display_name":"Geodesy","level":1,"score":0.0}],"mesh":[{"descriptor_ui":"D002138","descriptor_name":"Calibration","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D003116","descriptor_name":"Color","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005504","descriptor_name":"Food Analysis","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D012677","descriptor_name":"Sensation","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D015999","descriptor_name":"Multivariate Analysis","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false}],"locations_count":3,"locations":[{"id":"doi:10.1016/j.aca.2011.08.046","doi":"https://doi.org/10.1016/j.aca.2011.08.046","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.aca.2011.08.046","pdf_url":null,"source":{"id":"https://openalex.org/S192559872","display_name":"Analytica Chimica Acta","issn_l":"0003-2670","issn":["0003-2670","1873-4324"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-scientific","cwts-core","dongbi-a","jufo-2","ki-jl-1","medline","norway-1","poland-100","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Analytica Chimica Acta","raw_type":"journal-article"},{"id":"pmid:22023857","doi":null,"is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/22023857","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,"listed_in":[],"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":"Analytica chimica acta","raw_type":"Journal Article"},{"id":"pmh:oai:iris.unimore.it:11380/671445","doi":null,"is_oa":true,"landing_page_url":"http://hdl.handle.net/11380/671445","pdf_url":"https://iris.unimore.it/bitstream/11380/671445/6/ulrici_aca_pesto_calibration_author_postprint.pdf","source":{"id":"https://openalex.org/S4306400718","display_name":"IRIS UNIMORE (University of Modena and Reggio Emilia)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I122346577","host_organization_name":"University of Modena and Reggio Emilia","host_organization_lineage":["https://openalex.org/I122346577"],"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":"info:eu-repo/semantics/article"}],"best_oa_location":{"id":"pmh:oai:iris.unimore.it:11380/671445","doi":null,"is_oa":true,"landing_page_url":"http://hdl.handle.net/11380/671445","pdf_url":"https://iris.unimore.it/bitstream/11380/671445/6/ulrici_aca_pesto_calibration_author_postprint.pdf","source":{"id":"https://openalex.org/S4306400718","display_name":"IRIS UNIMORE (University of Modena and Reggio Emilia)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I122346577","host_organization_name":"University of Modena and Reggio Emilia","host_organization_lineage":["https://openalex.org/I122346577"],"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":"info:eu-repo/semantics/article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/2","score":0.8409000039100647,"display_name":"Zero hunger"}],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W1967201245.pdf","grobid_xml":"https://content.openalex.org/works/W1967201245.grobid-xml"},"referenced_works_count":31,"referenced_works":["https://openalex.org/W599086071","https://openalex.org/W1967767101","https://openalex.org/W1969475642","https://openalex.org/W1978485991","https://openalex.org/W1995811231","https://openalex.org/W1996491638","https://openalex.org/W2003237670","https://openalex.org/W2023906937","https://openalex.org/W2031677585","https://openalex.org/W2034162597","https://openalex.org/W2036010316","https://openalex.org/W2036972834","https://openalex.org/W2037087089","https://openalex.org/W2038135269","https://openalex.org/W2038875453","https://openalex.org/W2043193383","https://openalex.org/W2043604332","https://openalex.org/W2044120814","https://openalex.org/W2045538231","https://openalex.org/W2045767409","https://openalex.org/W2052293867","https://openalex.org/W2052660471","https://openalex.org/W2061431094","https://openalex.org/W2062234395","https://openalex.org/W2064242384","https://openalex.org/W2069101052","https://openalex.org/W2077775919","https://openalex.org/W2086257437","https://openalex.org/W2096207715","https://openalex.org/W2098722265","https://openalex.org/W2598730087"],"related_works":["https://openalex.org/W2069101052","https://openalex.org/W7136525634","https://openalex.org/W4407093115","https://openalex.org/W6987897778","https://openalex.org/W4312173624","https://openalex.org/W4410217059","https://openalex.org/W2051321353","https://openalex.org/W2416350518","https://openalex.org/W2950882276","https://openalex.org/W1980833276"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":1},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":7},{"year":2020,"cited_by_count":3},{"year":2019,"cited_by_count":4},{"year":2018,"cited_by_count":5},{"year":2017,"cited_by_count":2},{"year":2016,"cited_by_count":4},{"year":2015,"cited_by_count":2},{"year":2014,"cited_by_count":1},{"year":2013,"cited_by_count":6},{"year":2012,"cited_by_count":1}],"updated_date":"2026-11-07T11:25:07.637180","created_date":"2016-06-24T00:00:00"}