{"id":"https://openalex.org/W4412924366","doi":"https://doi.org/10.3389/fnut.2025.1623671","title":"Research on non-destructive detection of chilled meat quality based on hyperspectral technology combined with different data processing methods","display_name":"Research on non-destructive detection of chilled meat quality based on hyperspectral technology combined with different data processing methods","publication_year":2025,"publication_date":"2025-07-25","ids":{"openalex":"https://openalex.org/W4412924366","doi":"https://doi.org/10.3389/fnut.2025.1623671","pmid":"https://pubmed.ncbi.nlm.nih.gov/40786691"},"language":"en","primary_location":{"id":"doi:10.3389/fnut.2025.1623671","doi":"https://doi.org/10.3389/fnut.2025.1623671","is_oa":true,"landing_page_url":"https://doi.org/10.3389/fnut.2025.1623671","pdf_url":null,"source":{"id":"https://openalex.org/S2596909297","display_name":"Frontiers in Nutrition","issn_l":"2296-861X","issn":["2296-861X"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["cwts-core","doaj","norway-1"],"host_organization":"https://openalex.org/P4310320527","host_organization_name":"Frontiers Media","host_organization_lineage":["https://openalex.org/P4310320527"],"host_organization_lineage_names":["Frontiers Media"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Frontiers in Nutrition","raw_type":"journal-article"},"volume":null,"type":"article","indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.3389/fnut.2025.1623671","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5086019774","display_name":"Zeyu Xu","orcid":"https://orcid.org/0000-0002-5432-0515","observed_orcids":["https://orcid.org/0000-0002-5432-0515"]},"institutions":[{"id":"https://openalex.org/I23171815","display_name":"Zhengzhou University of Light Industry","ror":"https://ror.org/05fwr8z16","country_code":"CN","type":"education","lineage":["https://openalex.org/I23171815"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zeyu Xu","raw_affiliation_strings":["College of Food and Bioengineering, Zhengzhou University of Light Industry, Zhengzhou, China","Henan Key Laboratory of Cold Chain Food Quality and Safety Control, Zhengzhou, China","Key Laboratory of Cold Chain Food Processing and Safety Control, Ministry of Education, Zhengzhou University of Light Industry, Zhengzhou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Food and Bioengineering, Zhengzhou University of Light Industry, Zhengzhou, China","institution_ids":["https://openalex.org/I23171815"]},{"raw_affiliation_string":"Henan Key Laboratory of Cold Chain Food Quality and Safety Control, Zhengzhou, China","institution_ids":[]},{"raw_affiliation_string":"Key Laboratory of Cold Chain Food Processing and Safety Control, Ministry of Education, Zhengzhou University of Light Industry, Zhengzhou, China","institution_ids":["https://openalex.org/I23171815"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5083619736","display_name":"Yubing Han","orcid":"https://orcid.org/0000-0002-2705-3546","observed_orcids":["https://orcid.org/0000-0002-2705-3546"]},"institutions":[{"id":"https://openalex.org/I23171815","display_name":"Zhengzhou University of Light Industry","ror":"https://ror.org/05fwr8z16","country_code":"CN","type":"education","lineage":["https://openalex.org/I23171815"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yu Han","raw_affiliation_strings":["College of Food and Bioengineering, Zhengzhou University of Light Industry, Zhengzhou, China","Henan Key Laboratory of Cold Chain Food Quality and Safety Control, Zhengzhou, China","Key Laboratory of Cold Chain Food Processing and Safety Control, Ministry of Education, Zhengzhou University of Light Industry, Zhengzhou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Food and Bioengineering, Zhengzhou University of Light Industry, Zhengzhou, China","institution_ids":["https://openalex.org/I23171815"]},{"raw_affiliation_string":"Henan Key Laboratory of Cold Chain Food Quality and Safety Control, Zhengzhou, China","institution_ids":[]},{"raw_affiliation_string":"Key Laboratory of Cold Chain Food Processing and Safety Control, Ministry of Education, Zhengzhou University of Light Industry, Zhengzhou, China","institution_ids":["https://openalex.org/I23171815"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Shuai Chen","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I23171815","display_name":"Zhengzhou University of Light Industry","ror":"https://ror.org/05fwr8z16","country_code":"CN","type":"education","lineage":["https://openalex.org/I23171815"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shuai Chen","raw_affiliation_strings":["College of Food and Bioengineering, Zhengzhou University of Light Industry, Zhengzhou, China","Henan Key Laboratory of Cold Chain Food Quality and Safety Control, Zhengzhou, China","Key Laboratory of Cold Chain Food Processing and Safety Control, Ministry of Education, Zhengzhou University of Light Industry, Zhengzhou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Food and Bioengineering, Zhengzhou University of Light Industry, Zhengzhou, China","institution_ids":["https://openalex.org/I23171815"]},{"raw_affiliation_string":"Henan Key Laboratory of Cold Chain Food Quality and Safety Control, Zhengzhou, China","institution_ids":[]},{"raw_affiliation_string":"Key Laboratory of Cold Chain Food Processing and Safety Control, Ministry of Education, Zhengzhou University of Light Industry, Zhengzhou, China","institution_ids":["https://openalex.org/I23171815"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5106614103","display_name":"Dianbo Zhao","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I23171815","display_name":"Zhengzhou University of Light Industry","ror":"https://ror.org/05fwr8z16","country_code":"CN","type":"education","lineage":["https://openalex.org/I23171815"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Dianbo Zhao","raw_affiliation_strings":["College of Food and Bioengineering, Zhengzhou University of Light Industry, Zhengzhou, China","Henan Key Laboratory of Cold Chain Food Quality and Safety Control, Zhengzhou, China","Key Laboratory of Cold Chain Food Processing and Safety Control, Ministry of Education, Zhengzhou University of Light Industry, Zhengzhou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Food and Bioengineering, Zhengzhou University of Light Industry, Zhengzhou, China","institution_ids":["https://openalex.org/I23171815"]},{"raw_affiliation_string":"Henan Key Laboratory of Cold Chain Food Quality and Safety Control, Zhengzhou, China","institution_ids":[]},{"raw_affiliation_string":"Key Laboratory of Cold Chain Food Processing and Safety Control, Ministry of Education, Zhengzhou University of Light Industry, Zhengzhou, China","institution_ids":["https://openalex.org/I23171815"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Huanli Yao","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I23171815","display_name":"Zhengzhou University of Light Industry","ror":"https://ror.org/05fwr8z16","country_code":"CN","type":"education","lineage":["https://openalex.org/I23171815"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Huanli Yao","raw_affiliation_strings":["College of Food and Bioengineering, Zhengzhou University of Light Industry, Zhengzhou, China","Henan Key Laboratory of Cold Chain Food Quality and Safety Control, Zhengzhou, China","Key Laboratory of Cold Chain Food Processing and Safety Control, Ministry of Education, Zhengzhou University of Light Industry, Zhengzhou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Food and Bioengineering, Zhengzhou University of Light Industry, Zhengzhou, China","institution_ids":["https://openalex.org/I23171815"]},{"raw_affiliation_string":"Henan Key Laboratory of Cold Chain Food Quality and Safety Control, Zhengzhou, China","institution_ids":[]},{"raw_affiliation_string":"Key Laboratory of Cold Chain Food Processing and Safety Control, Ministry of Education, Zhengzhou University of Light Industry, Zhengzhou, China","institution_ids":["https://openalex.org/I23171815"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Jiale Hao","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I23171815","display_name":"Zhengzhou University of Light Industry","ror":"https://ror.org/05fwr8z16","country_code":"CN","type":"education","lineage":["https://openalex.org/I23171815"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jiale Hao","raw_affiliation_strings":["College of Food and Bioengineering, Zhengzhou University of Light Industry, Zhengzhou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Food and Bioengineering, Zhengzhou University of Light Industry, Zhengzhou, China","institution_ids":["https://openalex.org/I23171815"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5059470482","display_name":"Junguang Li","orcid":"https://orcid.org/0000-0003-2384-5754","observed_orcids":["https://orcid.org/0000-0003-2384-5754"]},"institutions":[{"id":"https://openalex.org/I23171815","display_name":"Zhengzhou University of Light Industry","ror":"https://ror.org/05fwr8z16","country_code":"CN","type":"education","lineage":["https://openalex.org/I23171815"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Junguang Li","raw_affiliation_strings":["College of Food and Bioengineering, Zhengzhou University of Light Industry, Zhengzhou, China","Henan Key Laboratory of Cold Chain Food Quality and Safety Control, Zhengzhou, China","Key Laboratory of Cold Chain Food Processing and Safety Control, Ministry of Education, Zhengzhou University of Light Industry, Zhengzhou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Food and Bioengineering, Zhengzhou University of Light Industry, Zhengzhou, China","institution_ids":["https://openalex.org/I23171815"]},{"raw_affiliation_string":"Henan Key Laboratory of Cold Chain Food Quality and Safety Control, Zhengzhou, China","institution_ids":[]},{"raw_affiliation_string":"Key Laboratory of Cold Chain Food Processing and Safety Control, Ministry of Education, Zhengzhou University of Light Industry, Zhengzhou, China","institution_ids":["https://openalex.org/I23171815"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100343460","display_name":"Ke Li","orcid":"https://orcid.org/0000-0001-8572-1103","observed_orcids":["https://orcid.org/0000-0001-8572-1103"]},"institutions":[{"id":"https://openalex.org/I23171815","display_name":"Zhengzhou University of Light Industry","ror":"https://ror.org/05fwr8z16","country_code":"CN","type":"education","lineage":["https://openalex.org/I23171815"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ke Li","raw_affiliation_strings":["College of Food and Bioengineering, Zhengzhou University of Light Industry, Zhengzhou, China","Henan Key Laboratory of Cold Chain Food Quality and Safety Control, Zhengzhou, China","Key Laboratory of Cold Chain Food Processing and Safety Control, Ministry of Education, Zhengzhou University of Light Industry, Zhengzhou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Food and Bioengineering, Zhengzhou University of Light Industry, Zhengzhou, China","institution_ids":["https://openalex.org/I23171815"]},{"raw_affiliation_string":"Henan Key Laboratory of Cold Chain Food Quality and Safety Control, Zhengzhou, China","institution_ids":[]},{"raw_affiliation_string":"Key Laboratory of Cold Chain Food Processing and Safety Control, Ministry of Education, Zhengzhou University of Light Industry, Zhengzhou, China","institution_ids":["https://openalex.org/I23171815"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100740287","display_name":"Shengjie Li","orcid":"https://orcid.org/0000-0001-7250-9840","observed_orcids":["https://orcid.org/0000-0001-7250-9840"]},"institutions":[{"id":"https://openalex.org/I88372448","display_name":"Dalian Polytechnic University","ror":"https://ror.org/00c7x4a95","country_code":"CN","type":"education","lineage":["https://openalex.org/I88372448"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shengjie Li","raw_affiliation_strings":["School of Food Science and Technology, Dalian Polytechnic University, Dalian, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Food Science and Technology, Dalian Polytechnic University, Dalian, China","institution_ids":["https://openalex.org/I88372448"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5003726707","display_name":"Yanhong Bai","orcid":"https://orcid.org/0000-0002-2074-0351","observed_orcids":["https://orcid.org/0000-0002-2074-0351"]},"institutions":[{"id":"https://openalex.org/I23171815","display_name":"Zhengzhou University of Light Industry","ror":"https://ror.org/05fwr8z16","country_code":"CN","type":"education","lineage":["https://openalex.org/I23171815"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Yanhong Bai","raw_affiliation_strings":["College of Food and Bioengineering, Zhengzhou University of Light Industry, Zhengzhou, China","Henan Key Laboratory of Cold Chain Food Quality and Safety Control, Zhengzhou, China","Key Laboratory of Cold Chain Food Processing and Safety Control, Ministry of Education, Zhengzhou University of Light Industry, Zhengzhou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Food and Bioengineering, Zhengzhou University of Light Industry, Zhengzhou, China","institution_ids":["https://openalex.org/I23171815"]},{"raw_affiliation_string":"Henan Key Laboratory of Cold Chain Food Quality and Safety Control, Zhengzhou, China","institution_ids":[]},{"raw_affiliation_string":"Key Laboratory of Cold Chain Food Processing and Safety Control, Ministry of Education, Zhengzhou University of Light Industry, Zhengzhou, China","institution_ids":["https://openalex.org/I23171815"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5003726707"],"corresponding_institution_ids":["https://openalex.org/I23171815"],"apc_list":{"value":3150,"currency":"CHF","value_usd":3801},"apc_paid":{"value":3150,"currency":"CHF","value_usd":3801},"fwci":1.1049,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.74066088,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":97,"max":98},"biblio":{"volume":"12","issue":null,"first_page":"1623671","last_page":"1623671"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10640","display_name":"Spectroscopy and Chemometric Analyses","score":0.9390000104904175,"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":0.9390000104904175,"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/T10333","display_name":"Meat and Animal Product Quality","score":0.057500001043081284,"subfield":{"id":"https://openalex.org/subfields/1103","display_name":"Animal Science and Zoology"},"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/T10977","display_name":"Optical Imaging and Spectroscopy Techniques","score":9.999999747378752e-05,"subfield":{"id":"https://openalex.org/subfields/2741","display_name":"Radiology, Nuclear Medicine and Imaging"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/non-destructive-testing","display_name":"non-destructive testing","score":0.8379999995231628},{"id":"https://openalex.org/keywords/hyperspectral-imaging","display_name":"hyperspectral imaging","score":0.9900000095367432},{"id":"https://openalex.org/keywords/total-volatile-basic-nitrogen","display_name":"total volatile basic nitrogen","score":0.722000002861023},{"id":"https://openalex.org/keywords/spectral-preprocessing","display_name":"spectral preprocessing","score":0.6000000238418579},{"id":"https://openalex.org/keywords/savitzky-golay-filter","display_name":"Savitzky-Golay filter","score":0.9419999718666077},{"id":"https://openalex.org/keywords/single-nucleotide-variants","display_name":"single nucleotide variants","score":0.824999988079071},{"id":"https://openalex.org/keywords/mscs","display_name":"MscS","score":0.652999997138977},{"id":"https://openalex.org/keywords/partial-least-squares-regression","display_name":"partial least squares regression","score":0.9319999814033508},{"id":"https://openalex.org/keywords/meat-spoilage","display_name":"meat spoilage","score":0.7649999856948853}],"concepts":[{"id":"https://openalex.org/C159078339","wikidata":"https://www.wikidata.org/wiki/Q959005","display_name":"Hyperspectral imaging","level":2,"score":0.9109593629837036},{"id":"https://openalex.org/C34736171","wikidata":"https://www.wikidata.org/wiki/Q918333","display_name":"Preprocessor","level":2,"score":0.7016701102256775},{"id":"https://openalex.org/C2780092901","wikidata":"https://www.wikidata.org/wiki/Q3433612","display_name":"Correlation coefficient","level":2,"score":0.6335271596908569},{"id":"https://openalex.org/C3770464","wikidata":"https://www.wikidata.org/wiki/Q775963","display_name":"Smoothing","level":2,"score":0.6081852912902832},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.47850480675697327},{"id":"https://openalex.org/C10551718","wikidata":"https://www.wikidata.org/wiki/Q5227332","display_name":"Data pre-processing","level":2,"score":0.46925684809684753},{"id":"https://openalex.org/C22354355","wikidata":"https://www.wikidata.org/wiki/Q422009","display_name":"Partial least squares regression","level":2,"score":0.4245555102825165},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4238196611404419},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3877856731414795},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.36034834384918213},{"id":"https://openalex.org/C186060115","wikidata":"https://www.wikidata.org/wiki/Q30336093","display_name":"Biological system","level":1,"score":0.33383041620254517},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.22583919763565063},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.16359561681747437},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.10090568661689758}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.3389/fnut.2025.1623671","doi":"https://doi.org/10.3389/fnut.2025.1623671","is_oa":true,"landing_page_url":"https://doi.org/10.3389/fnut.2025.1623671","pdf_url":null,"source":{"id":"https://openalex.org/S2596909297","display_name":"Frontiers in Nutrition","issn_l":"2296-861X","issn":["2296-861X"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["cwts-core","doaj","norway-1"],"host_organization":"https://openalex.org/P4310320527","host_organization_name":"Frontiers Media","host_organization_lineage":["https://openalex.org/P4310320527"],"host_organization_lineage_names":["Frontiers Media"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Frontiers in Nutrition","raw_type":"journal-article"},{"id":"pmid:40786691","doi":null,"is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/40786691","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":"Frontiers in nutrition","raw_type":"Journal Article"},{"id":"pmh:oai:pubmedcentral.nih.gov:12331615","doi":null,"is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/12331615","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,"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Front Nutr","raw_type":"Text"},{"id":"pmh:oai:doaj.org/article:50860efdf3da4fd0ac32b926925916cb","doi":null,"is_oa":true,"landing_page_url":"https://doaj.org/article/50860efdf3da4fd0ac32b926925916cb","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,"listed_in":[],"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":"Frontiers in Nutrition, Vol 12 (2025)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.3389/fnut.2025.1623671","doi":"https://doi.org/10.3389/fnut.2025.1623671","is_oa":true,"landing_page_url":"https://doi.org/10.3389/fnut.2025.1623671","pdf_url":null,"source":{"id":"https://openalex.org/S2596909297","display_name":"Frontiers in Nutrition","issn_l":"2296-861X","issn":["2296-861X"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["cwts-core","doaj","norway-1"],"host_organization":"https://openalex.org/P4310320527","host_organization_name":"Frontiers Media","host_organization_lineage":["https://openalex.org/P4310320527"],"host_organization_lineage_names":["Frontiers Media"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Frontiers in Nutrition","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.875,"id":"https://metadata.un.org/sdg/2","display_name":"Zero hunger"}],"sustainable_development_goals_aurora":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":40,"referenced_works":["https://openalex.org/W1965786993","https://openalex.org/W1966213625","https://openalex.org/W1996997839","https://openalex.org/W2021666642","https://openalex.org/W2046879372","https://openalex.org/W2104530787","https://openalex.org/W2468213734","https://openalex.org/W2754359995","https://openalex.org/W2754507318","https://openalex.org/W2886449871","https://openalex.org/W2889629333","https://openalex.org/W3084953243","https://openalex.org/W3114087993","https://openalex.org/W3119587044","https://openalex.org/W3130011491","https://openalex.org/W3165394036","https://openalex.org/W3206695018","https://openalex.org/W4281927579","https://openalex.org/W4282918813","https://openalex.org/W4293386761","https://openalex.org/W4304693425","https://openalex.org/W4311271677","https://openalex.org/W4311549325","https://openalex.org/W4320175831","https://openalex.org/W4320913840","https://openalex.org/W4367840923","https://openalex.org/W4382139289","https://openalex.org/W4388799195","https://openalex.org/W4389502522","https://openalex.org/W4390511638","https://openalex.org/W4391560843","https://openalex.org/W4391849458","https://openalex.org/W4392368595","https://openalex.org/W4393098661","https://openalex.org/W4394600623","https://openalex.org/W4396621238","https://openalex.org/W4399067186","https://openalex.org/W4402436883","https://openalex.org/W4403265151","https://openalex.org/W4406121385"],"related_works":["https://openalex.org/W2989490741","https://openalex.org/W3092506759","https://openalex.org/W2367545121","https://openalex.org/W4248881655","https://openalex.org/W2482165163","https://openalex.org/W3010890513","https://openalex.org/W120741642","https://openalex.org/W138569904","https://openalex.org/W2390914021","https://openalex.org/W2389417819"],"abstract_inverted_index":{"This":[0,111],"study":[1],"utilized":[2],"hyperspectral":[3,27,131],"technology":[4,132],"in":[5,78],"conjunction":[6],"with":[7,45,50,80,98],"chemometric":[8],"methods":[9],"for":[10,86,105,118,133],"the":[11,72,93,102,128],"non-destructive":[12,120],"assessment":[13],"of":[14,24,95,122,130,141],"chilled":[15,123],"meat":[16,124,135],"quality.":[17],"Average":[18],"spectra":[19,54],"were":[20,55],"extracted":[21],"from":[22],"regions":[23],"interest":[25],"within":[26],"images":[28],"and":[29,47,60,66,143],"further":[30],"optimized":[31,53],"using":[32],"seven":[33],"preprocessing":[34,82,100],"techniques:":[35],"S-G,":[36],"SNV,":[37,46],"MSC,":[38],"1st":[39],"DER,":[40,42],"2nd":[41],"S-G":[43,48,76,96],"combined":[44,49],"MSC.":[51],"These":[52],"then":[56],"incorporated":[57],"into":[58],"PLSR":[59,73],"BPNN":[61],"models":[62],"to":[63],"predict":[64],"TVB-N":[65,87,142],"TVC.":[67,144],"The":[68],"results":[69],"demonstrated":[70],"that":[71],"model":[74],"employing":[75],"smoothing":[77,97],"combination":[79],"SNV":[81],"yielded":[83],"optimal":[84],"predictions":[85],"(Correlation":[88,107],"coefficient":[89,108],"=":[90,109],"0.9631),":[91],"while":[92],"integration":[94],"MSC":[99],"achieved":[101],"best":[103],"prediction":[104],"TVC":[106],"0.9601).":[110],"methodology":[112],"presents":[113],"a":[114],"robust":[115],"technical":[116],"solution":[117],"rapid,":[119],"evaluation":[121],"quality,":[125],"thereby":[126],"highlighting":[127],"potential":[129],"accurate":[134],"quality":[136],"monitoring":[137],"through":[138],"precise":[139],"quantification":[140]},"counts_by_year":[{"year":2026,"cited_by_count":3}],"updated_date":"2026-09-21T07:43:02.447757","created_date":"2025-10-10T00:00:00"}