{"id":"https://openalex.org/W2178280554","doi":"https://doi.org/10.3390/s151129511","title":"Detection of Lettuce Discoloration Using Hyperspectral Reflectance Imaging","display_name":"Detection of Lettuce Discoloration Using Hyperspectral Reflectance Imaging","publication_year":2015,"publication_date":"2015-11-20","ids":{"openalex":"https://openalex.org/W2178280554","doi":"https://doi.org/10.3390/s151129511","mag":"2178280554","pmid":"https://pubmed.ncbi.nlm.nih.gov/26610510"},"language":"en","primary_location":{"id":"doi:10.3390/s151129511","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s151129511","pdf_url":"https://www.mdpi.com/1424-8220/15/11/29511/pdf?version=1448022995","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/1424-8220/15/11/29511/pdf?version=1448022995","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5076664056","display_name":"Changyeun Mo","orcid":"https://orcid.org/0000-0002-9088-5978"},"institutions":[{"id":"https://openalex.org/I2800443534","display_name":"Rural Development Administration","ror":"https://ror.org/03xs9yg50","country_code":"KR","type":"government","lineage":["https://openalex.org/I2800443534","https://openalex.org/I2801339556","https://openalex.org/I4210090853"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Changyeun Mo","raw_affiliation_strings":["National Institute of Agricultural Science, Rural Development Administration, 310 Nonsaengmyeong-ro, Wansan-gu, Jeonju-si, Jeollabuk-do 54875, Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"National Institute of Agricultural Science, Rural Development Administration, 310 Nonsaengmyeong-ro, Wansan-gu, Jeonju-si, Jeollabuk-do 54875, Korea","institution_ids":["https://openalex.org/I2800443534"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Giyoung Kim","orcid":null},"institutions":[{"id":"https://openalex.org/I2800443534","display_name":"Rural Development Administration","ror":"https://ror.org/03xs9yg50","country_code":"KR","type":"government","lineage":["https://openalex.org/I2800443534","https://openalex.org/I2801339556","https://openalex.org/I4210090853"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Giyoung Kim","raw_affiliation_strings":["National Institute of Agricultural Science, Rural Development Administration, 310 Nonsaengmyeong-ro, Wansan-gu, Jeonju-si, Jeollabuk-do 54875, Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"National Institute of Agricultural Science, Rural Development Administration, 310 Nonsaengmyeong-ro, Wansan-gu, Jeonju-si, Jeollabuk-do 54875, Korea","institution_ids":["https://openalex.org/I2800443534"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5025533174","display_name":"Jongguk Lim","orcid":"https://orcid.org/0000-0002-2501-4367"},"institutions":[{"id":"https://openalex.org/I2800443534","display_name":"Rural Development Administration","ror":"https://ror.org/03xs9yg50","country_code":"KR","type":"government","lineage":["https://openalex.org/I2800443534","https://openalex.org/I2801339556","https://openalex.org/I4210090853"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Jongguk Lim","raw_affiliation_strings":["National Institute of Agricultural Science, Rural Development Administration, 310 Nonsaengmyeong-ro, Wansan-gu, Jeonju-si, Jeollabuk-do 54875, Korea"],"raw_orcid":"https://orcid.org/0000-0002-2501-4367","affiliations":[{"raw_affiliation_string":"National Institute of Agricultural Science, Rural Development Administration, 310 Nonsaengmyeong-ro, Wansan-gu, Jeonju-si, Jeollabuk-do 54875, Korea","institution_ids":["https://openalex.org/I2800443534"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5087572724","display_name":"Moon Kim","orcid":null},"institutions":[{"id":"https://openalex.org/I1312222531","display_name":"Agricultural Research Service","ror":"https://ror.org/02d2m2044","country_code":"US","type":"government","lineage":["https://openalex.org/I1312222531","https://openalex.org/I1336096307"]},{"id":"https://openalex.org/I1336096307","display_name":"United States Department of Agriculture","ror":"https://ror.org/01na82s61","country_code":"US","type":"government","lineage":["https://openalex.org/I1336096307"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Moon Kim","raw_affiliation_strings":["Environmental Microbiology and Food Safety Laboratory, BARC-East, Agricultural Research Service, US Department of Agriculture, 10300 Baltimore Avenue, Beltsville, MD 20705, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Environmental Microbiology and Food Safety Laboratory, BARC-East, Agricultural Research Service, US Department of Agriculture, 10300 Baltimore Avenue, Beltsville, MD 20705, USA","institution_ids":["https://openalex.org/I1336096307","https://openalex.org/I1312222531"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5048637818","display_name":"Hyunjeong Cho","orcid":"https://orcid.org/0000-0002-6005-3484"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Hyunjeong Cho","raw_affiliation_strings":["Experiment &amp; Research Institute, National Agricultural Products Quality Management Service, 141 Yongjeon-ro, Gimcheon-si, Gyeongsangbuk-do 39660, Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Experiment &amp; Research Institute, National Agricultural Products Quality Management Service, 141 Yongjeon-ro, Gimcheon-si, Gyeongsangbuk-do 39660, Korea","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5034671201","display_name":"Byoung\u2013Kwan Cho","orcid":"https://orcid.org/0000-0002-8397-9853"},"institutions":[{"id":"https://openalex.org/I196345858","display_name":"Chungnam National University","ror":"https://ror.org/0227as991","country_code":"KR","type":"education","lineage":["https://openalex.org/I196345858"]}],"countries":["KR"],"is_corresponding":true,"raw_author_name":"Byoung-Kwan Cho","raw_affiliation_strings":["Department of Biosystems Machinery Engineering, College of Agricultural and Life Science, Chungnam National University, 99 Daehak-ro, Yuseong-gu, Daejeon 34134, Korea"],"raw_orcid":"https://orcid.org/0000-0002-8397-9853","affiliations":[{"raw_affiliation_string":"Department of Biosystems Machinery Engineering, College of Agricultural and Life Science, Chungnam National University, 99 Daehak-ro, Yuseong-gu, Daejeon 34134, Korea","institution_ids":["https://openalex.org/I196345858"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5034671201"],"corresponding_institution_ids":["https://openalex.org/I196345858"],"apc_list":{"value":2400,"currency":"CHF","value_usd":2598},"apc_paid":{"value":2400,"currency":"CHF","value_usd":2598},"fwci":0.5455,"has_fulltext":false,"cited_by_count":23,"citation_normalized_percentile":{"value":0.68480458,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":"15","issue":"11","first_page":"29511","last_page":"29534"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11667","display_name":"Advanced Chemical Sensor Technologies","score":0.9914000034332275,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T11667","display_name":"Advanced Chemical Sensor Technologies","score":0.9914000034332275,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10640","display_name":"Spectroscopy and Chemometric Analyses","score":0.9778000116348267,"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/T12388","display_name":"Identification and Quantification in Food","score":0.9728000164031982,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/hyperspectral-imaging","display_name":"Hyperspectral imaging","score":0.933147668838501},{"id":"https://openalex.org/keywords/reflectivity","display_name":"Reflectivity","score":0.7352198362350464},{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.710752010345459},{"id":"https://openalex.org/keywords/environmental-science","display_name":"Environmental science","score":0.4888998568058014},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.2712569832801819},{"id":"https://openalex.org/keywords/optics","display_name":"Optics","score":0.2539157271385193},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.07444930076599121}],"concepts":[{"id":"https://openalex.org/C159078339","wikidata":"https://www.wikidata.org/wiki/Q959005","display_name":"Hyperspectral imaging","level":2,"score":0.933147668838501},{"id":"https://openalex.org/C108597893","wikidata":"https://www.wikidata.org/wiki/Q663650","display_name":"Reflectivity","level":2,"score":0.7352198362350464},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.710752010345459},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.4888998568058014},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.2712569832801819},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.2539157271385193},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.07444930076599121}],"mesh":[{"descriptor_ui":"D000383","descriptor_name":"Agriculture","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000383","descriptor_name":"Agriculture","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000383","descriptor_name":"Agriculture","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000383","descriptor_name":"Agriculture","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000383","descriptor_name":"Agriculture","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000704","descriptor_name":"Analysis of Variance","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000704","descriptor_name":"Analysis of Variance","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000704","descriptor_name":"Analysis of Variance","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000704","descriptor_name":"Analysis of Variance","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000704","descriptor_name":"Analysis of Variance","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005504","descriptor_name":"Food Analysis","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005504","descriptor_name":"Food Analysis","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005504","descriptor_name":"Food Analysis","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005504","descriptor_name":"Food Analysis","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005504","descriptor_name":"Food Analysis","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D007091","descriptor_name":"Image Processing, Computer-Assisted","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D007091","descriptor_name":"Image Processing, Computer-Assisted","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D007091","descriptor_name":"Image Processing, Computer-Assisted","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D007091","descriptor_name":"Image Processing, Computer-Assisted","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D007091","descriptor_name":"Image Processing, Computer-Assisted","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D018545","descriptor_name":"Lactuca","qualifier_ui":"Q000737","qualifier_name":"chemistry","is_major_topic":false},{"descriptor_ui":"D018545","descriptor_name":"Lactuca","qualifier_ui":"Q000737","qualifier_name":"chemistry","is_major_topic":false},{"descriptor_ui":"D018545","descriptor_name":"Lactuca","qualifier_ui":"Q000737","qualifier_name":"chemistry","is_major_topic":false},{"descriptor_ui":"D018545","descriptor_name":"Lactuca","qualifier_ui":"Q000737","qualifier_name":"chemistry","is_major_topic":false},{"descriptor_ui":"D018545","descriptor_name":"Lactuca","qualifier_ui":"Q000737","qualifier_name":"chemistry","is_major_topic":false},{"descriptor_ui":"D019265","descriptor_name":"Spectroscopy, Near-Infrared","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D019265","descriptor_name":"Spectroscopy, Near-Infrared","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D019265","descriptor_name":"Spectroscopy, Near-Infrared","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D019265","descriptor_name":"Spectroscopy, Near-Infrared","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D019265","descriptor_name":"Spectroscopy, Near-Infrared","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false}],"locations_count":5,"locations":[{"id":"doi:10.3390/s151129511","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s151129511","pdf_url":"https://www.mdpi.com/1424-8220/15/11/29511/pdf?version=1448022995","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:26610510","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/26610510","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:doaj.org/article:be17d6e8271f44af857819f6d9c33a8c","is_oa":true,"landing_page_url":"https://doaj.org/article/be17d6e8271f44af857819f6d9c33a8c","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Sensors, Vol 15, Iss 11, Pp 29511-29534 (2015)","raw_type":"article"},{"id":"pmh:oai:mdpi.com:/1424-8220/15/11/29511/","is_oa":true,"landing_page_url":"http://dx.doi.org/10.3390/s151129511","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:4701346","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/4701346","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/s151129511","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s151129511","pdf_url":"https://www.mdpi.com/1424-8220/15/11/29511/pdf?version=1448022995","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":0.7300000190734863,"id":"https://metadata.un.org/sdg/10","display_name":"Reduced inequalities"}],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2178280554.pdf","grobid_xml":"https://content.openalex.org/works/W2178280554.grobid-xml"},"referenced_works_count":40,"referenced_works":["https://openalex.org/W236968377","https://openalex.org/W1423560671","https://openalex.org/W1545569787","https://openalex.org/W1968764022","https://openalex.org/W1985555755","https://openalex.org/W2024277145","https://openalex.org/W2024738127","https://openalex.org/W2037973863","https://openalex.org/W2039507374","https://openalex.org/W2044117564","https://openalex.org/W2045540557","https://openalex.org/W2053855494","https://openalex.org/W2057175907","https://openalex.org/W2065202736","https://openalex.org/W2080844074","https://openalex.org/W2088304553","https://openalex.org/W2089984124","https://openalex.org/W2091650778","https://openalex.org/W2107412299","https://openalex.org/W2110518090","https://openalex.org/W2122540764","https://openalex.org/W2133676227","https://openalex.org/W2148032599","https://openalex.org/W2149604334","https://openalex.org/W2153650822","https://openalex.org/W2168544466","https://openalex.org/W2170099421","https://openalex.org/W2171691266","https://openalex.org/W2482075412","https://openalex.org/W2493895764","https://openalex.org/W2589445000","https://openalex.org/W3161936254","https://openalex.org/W4234549270","https://openalex.org/W4237148926","https://openalex.org/W4240494564","https://openalex.org/W4285719527","https://openalex.org/W6628560974","https://openalex.org/W6662101596","https://openalex.org/W6673230843","https://openalex.org/W6682791431"],"related_works":["https://openalex.org/W2072166414","https://openalex.org/W3209970181","https://openalex.org/W2060875994","https://openalex.org/W3034375524","https://openalex.org/W4230131218","https://openalex.org/W2070598848","https://openalex.org/W2385371209","https://openalex.org/W4250051149","https://openalex.org/W2083270190","https://openalex.org/W1991437568"],"abstract_inverted_index":{"Rapid":[0],"visible/near-infrared":[1],"(VNIR)":[2],"hyperspectral":[3,37,128],"imaging":[4,66,95,99,130],"methods,":[5],"employing":[6],"both":[7,88],"a":[8],"single":[9],"waveband":[10],"algorithm":[11],"and":[12,23,30,54,71,84,90,97,107,140],"multi-spectral":[13],"algorithms,":[14],"were":[15,34,58],"developed":[16,68],"in":[17,41,75],"order":[18],"to":[19,116,136],"discrimination":[20],"between":[21,52,138],"sound":[22,29,55,85,141],"discolored":[24,31,53,83,139],"lettuce.":[25,143],"Reflectance":[26],"spectra":[27],"for":[28,50,82,119],"lettuce":[32,56,92],"surfaces":[33,57],"extracted":[35],"from":[36],"reflectance":[38,129],"images":[39],"obtained":[40,118],"the":[42],"400-1000":[43],"nm":[44,106],"wavelength":[45],"range.":[46],"The":[47],"optimal":[48],"wavebands":[49],"discriminating":[51],"determined":[59],"using":[60,69],"one-way":[61],"analysis":[62],"of":[63,79,104],"variance.":[64],"Multi-spectral":[65],"algorithms":[67,101],"ratio":[70],"subtraction":[72,98],"functions":[73],"resulted":[74],"enhanced":[76],"classification":[77,113],"accuracy":[78],"above":[80],"99.9%":[81],"areas":[86],"on":[87],"adaxial":[89],"abaxial":[91],"surfaces.":[93],"Ratio":[94],"(RI)":[96],"(SI)":[100],"at":[102],"wavelengths":[103],"552/701":[105],"557-701":[108],"nm,":[109],"respectively,":[110],"exhibited":[111],"better":[112],"performances":[114],"compared":[115],"results":[117,125],"all":[120],"possible":[121],"two-waveband":[122],"combinations.":[123],"These":[124],"suggest":[126],"that":[127],"techniques":[131],"can":[132],"potentially":[133],"be":[134],"used":[135],"discriminate":[137],"fresh-cut":[142]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":3},{"year":2021,"cited_by_count":5},{"year":2020,"cited_by_count":6},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":3},{"year":2014,"cited_by_count":1}],"updated_date":"2026-05-06T08:25:59.206177","created_date":"2025-10-10T00:00:00"}
