Spectroscopic techniques for edible oil evaluation - Technology overview and recent applications from lab to industry
Ensuring the quality and safety of edible oils is essential for the food industry and public health. Traditional analysis methods are often slow, costly, and destructive. Spectroscopic techniques, including established methods like Raman, infrared, ultraviolet–visible, and nuclear magnetic resonance...
Saved in:
Published in | Food control Vol. 176; p. 111352 |
---|---|
Main Authors | , , , , , , , , |
Format | Journal Article |
Language | English |
Published |
Elsevier Ltd
01.10.2025
|
Subjects | |
Online Access | Get full text |
ISSN | 0956-7135 |
DOI | 10.1016/j.foodcont.2025.111352 |
Cover
Abstract | Ensuring the quality and safety of edible oils is essential for the food industry and public health. Traditional analysis methods are often slow, costly, and destructive. Spectroscopic techniques, including established methods like Raman, infrared, ultraviolet–visible, and nuclear magnetic resonance (NMR), alongside emerging approaches such as hyperspectral imaging, terahertz, and laser-induced breakdown spectroscopy, offer rapid, non-destructive, and detailed molecular insights, improving edible oil analysis. This review explores the transformative impact of these methods, highlighting their applications in compositional analysis, adulteration detection, oxidative stability assessment, and process monitoring. Recent advancements, including portable devices, chemometrics, machine learning, and sensor fusion, have expanded their practicality and precision. Despite these advantages, challenges such as standardization, validation protocols, and spectral database development remain. The review emphasizes the significant impact of these techniques on food safety and transparency. It suggests future research integrating spectroscopy with nanotechnology, microfluidics, and IoT to enhance capabilities in the edible oil sector. |
---|---|
AbstractList | Ensuring the quality and safety of edible oils is essential for the food industry and public health. Traditional analysis methods are often slow, costly, and destructive. Spectroscopic techniques, including established methods like Raman, infrared, ultraviolet-visible, and nuclear magnetic resonance (NMR), alongside emerging approaches such as hyperspectral imaging, terahertz, and laser-induced breakdown spectroscopy, offer rapid, non-destructive, and detailed molecular insights, improving edible oil analysis. This review explores the transformative impact of these methods, highlighting their applications in compositional analysis, adulteration detection, oxidative stability assessment, and process monitoring. Recent advancements, including portable devices, chemometrics, machine learning, and sensor fusion, have expanded their practicality and precision. Despite these advantages, challenges such as standardization, validation protocols, and spectral database development remain. The review emphasizes the significant impact of these techniques on food safety and transparency. It suggests future research integrating spectroscopy with nanotechnology, microfluidics, and IoT to enhance capabilities in the edible oil sector. |
ArticleNumber | 111352 |
Author | Kwadzokpui, Bridget Ama Ekumah, John-Nelson Chen, Quansheng Teye, Ernest Lin, Hao Johnson, Nana Adwoa Nkuma Nunekpeku, Xorlali Ahmad, Waqas Adade, Selorm Yao-Say Solomon |
Author_xml | – sequence: 1 givenname: Selorm Yao-Say Solomon orcidid: 0000-0002-7955-3876 surname: Adade fullname: Adade, Selorm Yao-Say Solomon email: syadade@gmail.com organization: College of Ocean Food and Biological Engineering, Jimei University, Xiamen 361021, PR China – sequence: 2 givenname: Hao surname: Lin fullname: Lin, Hao organization: School of Food and Biological Engineering, Jiangsu University, Zhenjiang 212013, PR China – sequence: 3 givenname: Nana Adwoa Nkuma surname: Johnson fullname: Johnson, Nana Adwoa Nkuma organization: College of Ocean Food and Biological Engineering, Jimei University, Xiamen 361021, PR China – sequence: 4 givenname: Xorlali surname: Nunekpeku fullname: Nunekpeku, Xorlali organization: School of Food and Biological Engineering, Jiangsu University, Zhenjiang 212013, PR China – sequence: 5 givenname: John-Nelson surname: Ekumah fullname: Ekumah, John-Nelson organization: School of Food and Biological Engineering, Jiangsu University, Zhenjiang 212013, PR China – sequence: 6 givenname: Bridget Ama surname: Kwadzokpui fullname: Kwadzokpui, Bridget Ama organization: School of Food and Biological Engineering, Jiangsu University, Zhenjiang 212013, PR China – sequence: 7 givenname: Ernest surname: Teye fullname: Teye, Ernest organization: School of Agriculture, Department of Agricultural Engineering, University of Cape Coast, 00233, Ghana – sequence: 8 givenname: Waqas surname: Ahmad fullname: Ahmad, Waqas organization: College of Ocean Food and Biological Engineering, Jimei University, Xiamen 361021, PR China – sequence: 9 givenname: Quansheng surname: Chen fullname: Chen, Quansheng email: qschen@ujs.edu.cn organization: College of Ocean Food and Biological Engineering, Jimei University, Xiamen 361021, PR China |
BookMark | eNqFkEtLAzEUhbOoYKv-BcnSzdQ8OjPtThFfILiw-5BJ7mhKmjsmmUr_vanVtavLhe8cON-MTAIGIOSSszlnvLnezHtEazDkuWCinnPOZS0mZMpWdVO15Tkls5Q2jPGWcTYl49sAJkdMBgdnaAbzEdznCIn2GClY13mg6DyFnfajzg4Drej6gKHH9z3FHcSdgy-qg6URDIRM9TB4Z37g0hNxS73uaEbqgh1TjvtzctJrn-Di956R9cP9-u6penl9fL67famMWC1yJfq2Y1zLemH5smWsrk23ZE23MJ1suobVy36pYaUt62TbStByoUVttdWiBynkGbk61g4RD5uy2rpkwHsdAMekpGANX7VStAVtjqgpLlKEXg3RbXXcK87UQa3aqD-16qBWHdWW4M0xCGVHERFVMg6CKeqKjawsuv8qvgF1NIxE |
Cites_doi | 10.1002/ejlt.201400127 10.1016/j.foodcont.2012.04.024 10.3390/foods12122402 10.4315/JFP-20-447 10.1364/AO.432851 10.1038/s41598-024-70297-7 10.1007/s12161-019-01680-8 10.1177/0003702821994500 10.1016/j.tifs.2017.05.005 10.1080/10942912.2016.1230744 10.1016/j.foodchem.2015.04.005 10.1080/10408398.2021.1891520 10.3390/foods11030315 10.1111/1541-4337.12408 10.1155/2023/3364720 10.1016/j.foodchem.2012.02.083 10.3390/toxins14120855 10.1080/10408398.2021.1922872 10.1007/s11694-021-00986-8 10.1016/j.infrared.2023.104814 10.1155/2020/8870170 10.1038/s41370-023-00596-0 10.1002/jsfa.10962 10.1002/fsn3.614 10.1016/j.tifs.2024.104851 10.4236/opj.2018.87021 10.1016/j.foodcont.2012.07.045 10.7451/CBE.2022.64.7.1 10.1016/j.saa.2020.118973 10.1111/1541-4337.12251 10.3390/rs12162659 10.59317/9789395319300 10.1016/j.arabjc.2014.05.025 10.5650/jos.ess18156 10.3390/foods12030429 10.3390/horticulturae9070843 10.1038/121501c0 10.1007/s12161-015-0384-3 10.1155/2022/9223424 10.1007/s11947-020-02505-x 10.1515/psr-2018-0008 10.22159/ijap.2018v10i6.29716 10.5650/jos.ess21109 10.1002/cem.2874 10.5650/jos.ess17243 10.1016/j.ejfs.2015.06.001 10.5812/jjnpp-142389 10.1021/acsomega.1c05123 10.3390/bios11120492 10.1155/2021/7105170 10.26656/fr.2017.4(S6).051 10.1039/D0RA03668D 10.1007/s00003-023-01465-6 10.1016/j.foodcont.2018.11.055 10.3390/cryst12101362 10.3390/molecules27186064 10.3390/molecules26164981 10.1039/c1an15636e 10.3390/molecules29051111 10.3390/bios11080261 10.1016/j.infrared.2023.104827 10.1038/s41596-019-0150-x 10.3390/molecules28073215 10.1016/j.tifs.2020.05.002 10.19113/sdufbed.67183 10.1016/j.talanta.2018.08.074 10.3390/nu8020093 10.1007/s11746-016-2945-z 10.1016/j.lwt.2018.12.056 10.1016/j.foodchem.2021.131471 10.53671/pturj.v2i1.23 10.1016/j.vibspec.2023.103527 10.56530/spectroscopy.lz8466z5 10.1038/s41598-018-36151-3 10.1080/10408398.2016.1225666 10.3390/nu15092127 10.1016/j.tifs.2021.01.091 10.46602/jcsn.v48i1.849 10.1016/j.lwt.2017.07.050 10.1016/j.toxrep.2023.01.005 10.1007/s12161-020-01939-5 10.1007/s12161-017-1069-x 10.1016/j.aiia.2020.07.001 10.1016/j.foodchem.2015.09.076 10.3390/molecules26164738 10.4236/msa.2020.1110046 10.1007/s12161-013-9747-9 10.1016/j.heliyon.2023.e20413 10.1111/1541-4337.13005 10.1177/0003702819888220 10.1016/j.jpba.2022.114658 10.3989/gya.0861231.2012 10.3390/foods11010113 10.1021/acssensors.9b00354 10.1038/s41598-020-72558-7 10.1007/s12161-023-02481-w 10.3390/antiox10050643 10.1016/j.aca.2016.01.025 10.1016/j.numecd.2020.06.007 10.3390/toxins13020092 10.1002/ejlt.201900442 10.1002/0470027320.s8968 |
ContentType | Journal Article |
Copyright | 2025 Elsevier Ltd |
Copyright_xml | – notice: 2025 Elsevier Ltd |
DBID | AAYXX CITATION 7S9 L.6 |
DOI | 10.1016/j.foodcont.2025.111352 |
DatabaseName | CrossRef AGRICOLA AGRICOLA - Academic |
DatabaseTitle | CrossRef AGRICOLA AGRICOLA - Academic |
DatabaseTitleList | AGRICOLA |
DeliveryMethod | fulltext_linktorsrc |
Discipline | Engineering Public Health |
ExternalDocumentID | 10_1016_j_foodcont_2025_111352 S095671352500221X |
GroupedDBID | --K --M .~1 0R~ 1B1 1RT 1~. 1~5 29H 3EH 4.4 457 4G. 53G 5GY 5VS 7-5 71M 8P~ 9JM AABNK AAEDT AAEDW AAHBH AAIKJ AAKOC AALCJ AALRI AAOAW AAQFI AAQXK AATLK AATTM AAXKI AAXUO AAYWO ABFNM ABFRF ABGRD ABJNI ABMAC ABWVN ABXDB ACDAQ ACGFO ACGFS ACIUM ACRLP ACRPL ACVFH ADBBV ADCNI ADEZE ADHUB ADMUD ADNMO ADQTV AEBSH AEFWE AEIPS AEKER AENEX AEQOU AEUPX AFJKZ AFPUW AFTJW AFXIZ AGCQF AGHFR AGQPQ AGRNS AGUBO AGYEJ AHHHB AIEXJ AIGII AIIUN AIKHN AITUG AKBMS AKRWK AKYEP ALMA_UNASSIGNED_HOLDINGS AMRAJ ANKPU APXCP ASPBG AVWKF AXJTR AZFZN BKOJK BLXMC BNPGV CS3 DU5 EBS EFJIC EJD EO8 EO9 EP2 EP3 F5P FDB FEDTE FGOYB FIRID FNPLU FYGXN G-2 G-Q GBLVA HLV HVGLF HZ~ IHE J1W K-O KOM LW9 M41 MO0 N9A O-L O9- OAUVE OZT P-8 P-9 P2P PC. Q38 R2- RIG ROL RPZ SAB SCC SDF SDG SES SEW SPCBC SSA SSH SSZ T5K WH7 WUQ Y6R ~G- ~KM AAYXX CITATION 7S9 EFKBS EFLBG L.6 |
ID | FETCH-LOGICAL-c294t-2f7b01a354d1870055cb806b4cb36b6058f8ae9ad0b3773ea34a25dada2fe323 |
IEDL.DBID | AIKHN |
ISSN | 0956-7135 |
IngestDate | Fri Sep 05 16:08:14 EDT 2025 Sun Jul 06 05:05:20 EDT 2025 Sat Jun 14 16:54:32 EDT 2025 |
IsPeerReviewed | true |
IsScholarly | true |
Keywords | Spectroscopic techniques Adulteration detection Edible oil analysis Geographic origin determination Food industry Chemometrics |
Language | English |
LinkModel | DirectLink |
MergedId | FETCHMERGED-LOGICAL-c294t-2f7b01a354d1870055cb806b4cb36b6058f8ae9ad0b3773ea34a25dada2fe323 |
Notes | ObjectType-Article-1 SourceType-Scholarly Journals-1 ObjectType-Feature-2 content type line 23 |
ORCID | 0000-0002-7955-3876 |
PQID | 3206197327 |
PQPubID | 24069 |
ParticipantIDs | proquest_miscellaneous_3206197327 crossref_primary_10_1016_j_foodcont_2025_111352 elsevier_sciencedirect_doi_10_1016_j_foodcont_2025_111352 |
PublicationCentury | 2000 |
PublicationDate | 2025-10-01 |
PublicationDateYYYYMMDD | 2025-10-01 |
PublicationDate_xml | – month: 10 year: 2025 text: 2025-10-01 day: 01 |
PublicationDecade | 2020 |
PublicationTitle | Food control |
PublicationYear | 2025 |
Publisher | Elsevier Ltd |
Publisher_xml | – name: Elsevier Ltd |
References | Qiu, Hou, Huyen, Yang, Chen (bib146) 2019; 9 Adade, Lin, Haruna, Johnson, Fuyun, Chen (bib1) 2024; 125 de Souza, Olenka, Peternella (bib44) 2020; 11 Jiang, He, Xu, Chen (bib87) 2021; 14 Lam, Ghosh, Chattopadhyay (bib101) 2019; 73 Hafer, Holzgrabe, Wiedemann, Adams, Diehl (bib68) 2020; 122 Yang, Cui, Shi, Gao (bib188) 2024; 199 Arslan, Akin, Karuk Elmas, Yilmaz, Janssen, Kenar (bib19) 2019; 98 Ampem, Gresley, Grootveld, Naughton (bib13) 2023; 31 Baeten, Fernández Pierna, Dehareng, Sinnaeve, Dardenne (bib20) 2001 Mouftari, Khalidi, Gomaa, Mahjoubi (bib128) 2022 Teye, Elliott, Sam-Amoah, Mingle (bib169) 2019; 36 Hatzakis (bib69) 2019; 18 Lin, Wang, Lin, Yang, Kang, Jiang (bib107) 2023; 405 (bib37) 2022 Bumbrah, Sharma (bib27) 2016; 6 Fortes, Moros, Lucena, Cabal, Laserna (bib56) 2013 Flores, Avendaño, Bravo, Valdés, Forero-Doria, Quitral (bib54) 2021; 2021 Teye, Elliott, Sam-Amoah, Mingle (bib170) 2019; 36 Markiewicz-Keszycka, Cama-Moncunill, Casado-Gavalda, Dixit, Cama-Moncunill, Cullen (bib118) 2017; 65 Osheter, Campisi-Pinto, Resende, Linder, Wiesman (bib136) 2022; 27 Meng, Ye, Nie, Jiang (bib122) 2017 Mousa, Wang, Antora, Al-qurashi, Ibrahim, He (bib129) 2022; 62 Teye, Amuah, Yeh, Nyorkeh (bib168) 2023; 2023 Tsolis, Kyriakou, Sifnaiou, Thomos, Glykos, Tsiafoulis (bib172) 2024; 29 Karaliūnas, Nasser, Urbanowicz, Kašalynas, Bražinskienė, Asadauskas (bib95) 2018; 8 Nyarko, Boateng, Asamoah, Edusei, Mahu (bib133) 2023; 10 Islam, Al-tabatabaie, Habib, Iqbal, Qureshi, Al-Mutairi (bib81) 2022; 12 Jiménez-Carvelo, Osorio, Koidis, González-Casado, Cuadros-Rodríguez (bib90) 2017; 86 Jiang, Lin, Lin, Yao-Say Solomon Adade, Chen, Xue (bib88) 2022; 133 Jamwal, Amit, Kumari, Sharma, Kelly, Cannavan (bib84) 2021; 113 Jiang, He, Chen (bib86) 2021; 101 Covaciu, Berghian-Grosan, Feher, Magdas (bib39) 2020; 10 Verma, Mishra (bib175) 2018; 7 Wu, Du, Ma, Zhang, Yang, Liu (bib180) 2024; 433 Adade, Lin, Johnson, Nunekpeku, Aheto, Ekumah (bib6) 2025; 156 Salguero-Chaparro, Gaitán-Jurado, Ortiz-Somovilla, Peña-Rodríguez (bib153) 2013; 30 Rajput, Rehal, Goswami, Mandge (bib148) 2019 Senesi, Andreani, Baglioni, Batista de Carvalho, Licoccia, Marques (bib154) 2021; 10 Mishra, Cherusseri, Bishnoi, Thomas (bib124) 2017; 2 Raman, Applications (bib149) 2019; 11 Botosoa, Karoui (bib26) 2022; 154 Cheng, Liu, Wang, Liu (bib36) 2017; 16 Mannu, Poddighe, Garroni, Malfatti (bib116) 2022; 178 Morais, Paraskevaidi, Cui, Fullwood, Isabelle, Lima (bib126) 2019; 14 Okere, Arendse, Nieuwoudt, Perold, Opara (bib134) 2022; 13 Zaukuu, Adam, Nkansah, Mensah (bib196) 2024; 14 Venturini, Sperti, Michelucci, Gucciardi, Martos, Deriu (bib174) 2023; 336 Yu, Ren, Zhao (bib193) 2020; 4 Hu, Cai, Yang, Xu, Zheng, Ye (bib72) 2020; 1673 Adade, Lin, Johnson, Afang, Chen, Haruna (bib5) 2024; 125 Crocombe (bib41) 2022 Sadiku, Ashaolu, Musa (bib152) 2020; 4 Müller-Maatsch, Bertani, Mencattini, Gerardino, Martinelli, Weesepoel (bib130) 2021; 110 Akash, Rehman (bib8) 2019 Melendreras, Soldado, Costa-fern, Alberto, Valledor, Campo (bib121) 2023 Hu, He, Zhang, Yang, Liu (bib74) 2019; 191 Nor Mahiran, Abd Kadir, Maulidiani, Tengku Mohamad, Gooderham, Alam (bib132) 2023; 9 Carmona, Lafont, Jiménez-Sanchidrián, Ruiz (bib31) 2014; 116 Guillén, Uriarte (bib66) 2012; 28 Amereih, Barghouthi (bib10) 2014; 2 Hu, Huyan, Geng, Yu (bib75) 2019; 68 Prabowo, Muflihah, Rohman (bib144) 2018; 10 Erkinbaev, Morse, Paliwal (bib52) 2022; 64 Tokay (bib171) 2017; 21 Goh, Maulidiani, Rudiyanto, Abas, Lai, Nyam (bib61) 2021; 125 Calò, Girelli, Wang, Fanizzi (bib30) 2022; 11 Deshpande, Poshadari (bib46) 2023 Jiang, Xue, Chen (bib89) 2023; 133 Hua, Li, Huang, Su, Zeng, Huang (bib76) 2024; 196 Sulin, Mokhtar, Mohammed, Baharuddin (bib163) 2020; 4 Lucietto, Peters, Taleyarkhan, Tan (bib110) 2021 Bajoub, Bendini, Fernández-Gutiérrez, Carrasco-Pancorbo (bib21) 2018; 58 Mahato, Devi, Pandhi, Sharma, Maurya, Mishra (bib112) 2021; 13 Yu, Tu, Wang, Wu, Zheng, He (bib194) 2017; 130 García-González, Quintero-Flórez, Ruiz-Méndez, Perona (bib58) 2023; 15 Ahmed, Fattani, Ali, Enam (bib7) 2022; 13 Du, Zhu, Shi, Luo, Gan, Tang (bib50) 2021; 121 Cai, Zhang, Xia, Shen, Feng (bib29) 2019; 84 Tamiji, Kianpour, Pourjabbar, Salami, Khoshayand, Sadeghi (bib164) 2024; 19 Zahir, Saeed, Hameed, Yousuf (bib195) 2017; 10 Hoppenreijs, Berton-Carabin, Dubbelboer, Hennebelle (bib71) 2021; 147 Su, Weng, Wang, Xu (bib161) 2021; 11 Lu, Dao, Liu, He, Shang (bib109) 2020; 12 Mašán, Matwijczuk, Niemczynowicz, Kycia, Karcz, Gładyszewska (bib119) 2021; 11 Su, Pan, Wang, Weng (bib160) 2021; 11 Krithivasan, Miller, Belliveau, Gearhart, Krishnamoorthi, Lee (bib98) 2023; 33 Ottaway, Chance Carter, Adams, Camancho, Lavine, Booksh (bib137) 2021; 75 Bunaciu, Fleschin, Aboul-enein (bib28) 2022; 69 Anowarul Haque, Sohayeb Hossain, Alqahtani, Islam, Moniruzzaman, Samsuzzaman (bib15) 2024; 307 Tan, Kong, Irfan, Solihin, Pui (bib165) 2021; 70 Jin, Ma, Li, Cheng (bib91) 2016; 9 Ng, Nuzul Amri, Che Rahmat, Nu’man, Hasliyanti, Rohaya (bib131) 2023; 122 Folch-Fortuny, Vitale, de Noord, Ferrer (bib55) 2017; 31 Kumar, Bhattacharya, Agarwal, Chakkaravarthi (bib99) 2020; 7 Rodriguez, Westenberger, Buhse, Kauffman (bib151) 2011; 136 Omwange, Al Riza, Saito, Suzuki, Ogawa, Shiraga (bib135) 2021; 124 Xu, Huang, Lu (bib185) 2023; 9 Da Costa, Fernandes, Gomes, De Almeida, Veras (bib42) 2016; 196 Johnson, Walsh, Naiker, Ameer (bib92) 2023; 28 Maestrello, Solovyev, Bontempo, Mannina, Camin (bib111) 2022; 21 Bao, Tang, Rich, Hatzakis (bib24) 2023; 1273 Amereih, Barghouthi, Marowan (bib11) 2014; 2 Adade, Lin, Haruna, Johnson, Osei, Afang (bib2) 2024; 125 Zhang, Li, Feng, Su, Li, Liang (bib197) 2015; 185 Gu, Shi, Wu, Hu, Shang, Hassan (bib65) 2024; 13 Amiri, Raeisi-Dehkordi, Sarrafzadegan, Forbes, Salehi-Abargouei (bib12) 2020; 30 Temiz, Velioglu, Guner, Velioglu (bib166) 2021; 146 Khosroshahi (bib96) 2018; 8 Lin, Jiang, He, Haruna, Chen, Xue (bib106) 2021; 335 Borghi, Santos, Santos, Nascimento, Corrêa, Cesconetto (bib25) 2020; 159 Dong, Shi, Li, Zhang (bib48) 2020; 10 Guillén, Uriarte (bib67) 2012; 134 Carvalho, Leite, Morais, Lima, Teixeira (bib32) 2019; 103 Pang, Chen, Yin, Cheng, Jin, Zhao (bib140) 2022; 6 Qu, Jin (bib147) 2022; 2061 Ye, Meng (bib191) 2022; 385 Xue, Jiang (bib186) 2023; 12 Pulassery, Abraham, Ajikumar, Munnilath, Yoosaf (bib145) 2022; 7 Kwofie, Lavine, Ottaway, Booksh (bib100) 2020; 74 Meenu, Decker, Xu (bib120) 2022; 62 Sudhakar, Chakraborty, Mahanti, Varghese (bib162) 2021; 0 Adade, Lin, Haruna, Osei, Jiang, Akomeah (bib3) 2022; 114 Zhong, Chai, Yu, Wang, Wang, Lin (bib203) 2025; 137 Gokul Raj, Priya Rani, Rameshkumar (bib62) 2024; 75 Gómez-Caravaca, Maggio, Cerretani (bib63) 2016; 913 Wu, Xu, Niu, Gao, Zhao, Ma (bib183) 2023; 119 Stefas, Gyftokostas, Nanou, Kourelias, Couris (bib158) 2021; 26 (bib53) 2004 Lam, Roy, Chattopadhyay (bib102) 2020; 106 Ou, Klinken, Hakkel, Petruzzella, Elst, Ševo (bib138) 2022; 37 Li, Chen, Li, Zhong, Xu, Teng (bib103) 2024; 313 Didham, Truong, Chapman, Cozzolino (bib47) 2020; 13 Deng, Zhang, Li, Jiang, Chen (bib45) 2022; 180 Giraudo, Cavallini, Gavoci, Geobaldo, Savorani (bib59) 2017; 2017 (bib83) 2020 Du, Su, Jiang, Yu, Xu, Lou (bib49) 2019; 4 Jolayemi, Ajatta, Adegeye (bib93) 2018; 6 Adade, Lin, Jiang, Haruna, Osei, Zareef (bib4) 2022; 388 Motahari, Mousavi, Haghighi (bib127) 2023; 16 Raman, Krishnan (bib150) 1928; 121 Yiannaka (bib192) 2023; 18 Zhao, Zhan, Xu, John Nduwamungu, Zhou, Powers (bib201) 2022; 373 Manjunatha Reddy, Mannina, Sobolev, Caldarelli (bib115) 2018; 11 Dymińska, Calik, Albegar, Zając, Kostyń, Lorenc (bib51) 2017; 20 Mahfuz, Hossain, Alam, Gazi, Fahim, Nahar (bib113) 2022; 14 Zhao, Jiang, Chen (bib199) 2023; 133 Picollo, Aceto, Vitorino (bib142) 2019; 4 González-Morales, Valencia, Díaz-Nuñez, Fuentes-Estrada, López-Santos, García-Beltrán (bib64) 2019 Hwang, Winkler-Moser, Liu (bib78) 2017; 94 Gao, Zhang, Lu (bib57) 2023; 13 Girigisu, Salman, Shittu, Salawu (bib60) 2023; 48 Patrick, Karoui (bib141) 2022; 154 Kim, Lee, Kwon, Chun, Ahn, Kim (bib97) 2018; 513 Castejón, Fricke, Cambero, Herrera (bib33) 2016; 8 Li, Zhang, Zhang, Wang, Wang, Yu (bib104) 2020; 101 (bib80) 2019; 5 Zielińska, Wójcicki, Klensporf-Pawlik, Dias-Ferreira, Lucarini, Durazzo (bib204) 2020; 2020 Hwang, Choi, Jeong, Lee (bib77) 2024; 8 Xue, Qi, Li, Yang, Li, Wang (bib187) 2021; 60 Wu, Bian, Lin, Wang, Guo, Tan (bib179) 2021; 342 Marbello, Valbuena, Racedo (bib117) 2020; 206 (bib79) 2023; 2 Mishra, Cherusseri, Bishnoi, Thomas (bib123) 2017; 2 Jolayemi, Tokatli, Ozen (bib94) 2021; 15 Yao, Liu, Xu, Zhang, Deng, Guo (bib190) 2022; 2022 Banerjee, Ghosh, Biswas (bib23) 2024; 3 Teye, Amuah, Lamptey, Obeng, Nyorkeh (bib167) 2024; 8 Jia, Liang (bib85) 2023; 28 Liu, Yao, Xia, Gao, Gong (bib108) 2021; 246 Castejón, Mateos-Aparicio, Molero, Cambero, Herrera (bib34) 2014; 7 Xing, Wang, Lin, Xia, Feng, Shen (bib184) 2021; 26 Wu, Ma, Xu, Wang, Du, Zhang (bib182) 2023; 126 Malavi, Nikkhah, Raes, Van Haute (bib114) 2023; 12 Siudem, Zielińska, Paradowska (bib155) 2022; 212 Bajoub, Bendini, Fernández-Gutiérrez, Carrasco-Pancorbo (bib22) 2018; 58 Popa, Milea, Boran, Nițu, Moșoarcă, Vancea (bib143) 2020; 10 da Silva Soares, Scussel, Dahlke (bib43) 2021; 1 Song, Li, Guang, Yang, Pan, Huang (bib156) 2021; 84 Li, Zhang, Zhang, Wang, Wang, Yu (bib105) 2020; 101 Zheng, Li, Liu, Wang (bib202) 2023; 56 Cozzolino (bib40) 2022; 11 Wu, Gao, Niu, Zhao, Xu, Ma (bib181) 2022; 108 Arendse, Nieuwoudt, Magwaza, Nturambirwe, Fawole, Opara (bib18) 2021; 14 Su, Jiang, Guo, Zhu, Cheng, Yu (bib159) 2021; 143 Vaskova, Buckova (bib173) 2018; 14 Apolonski, Roy, Lampe, Maiti (bib17) 2019; 26 Jin (10.1016/j.foodcont.2025.111352_bib91) 2016; 9 (10.1016/j.foodcont.2025.111352_bib53) 2004 Hafer (10.1016/j.foodcont.2025.111352_bib68) 2020; 122 Jiang (10.1016/j.foodcont.2025.111352_bib89) 2023; 133 Stefas (10.1016/j.foodcont.2025.111352_bib158) 2021; 26 Wu (10.1016/j.foodcont.2025.111352_bib179) 2021; 342 Meng (10.1016/j.foodcont.2025.111352_bib122) 2017 Qiu (10.1016/j.foodcont.2025.111352_bib146) 2019; 9 Teye (10.1016/j.foodcont.2025.111352_bib168) 2023; 2023 Flores (10.1016/j.foodcont.2025.111352_bib54) 2021; 2021 Yiannaka (10.1016/j.foodcont.2025.111352_bib192) 2023; 18 Zhong (10.1016/j.foodcont.2025.111352_bib203) 2025; 137 Jamwal (10.1016/j.foodcont.2025.111352_bib84) 2021; 113 Müller-Maatsch (10.1016/j.foodcont.2025.111352_bib130) 2021; 110 Xue (10.1016/j.foodcont.2025.111352_bib187) 2021; 60 Hatzakis (10.1016/j.foodcont.2025.111352_bib69) 2019; 18 Hu (10.1016/j.foodcont.2025.111352_bib75) 2019; 68 Popa (10.1016/j.foodcont.2025.111352_bib143) 2020; 10 Zhao (10.1016/j.foodcont.2025.111352_bib199) 2023; 133 Mahato (10.1016/j.foodcont.2025.111352_bib112) 2021; 13 Sulin (10.1016/j.foodcont.2025.111352_bib163) 2020; 4 Tokay (10.1016/j.foodcont.2025.111352_bib171) 2017; 21 Guillén (10.1016/j.foodcont.2025.111352_bib66) 2012; 28 Guillén (10.1016/j.foodcont.2025.111352_bib67) 2012; 134 Deng (10.1016/j.foodcont.2025.111352_bib45) 2022; 180 Zaukuu (10.1016/j.foodcont.2025.111352_bib196) 2024; 14 Li (10.1016/j.foodcont.2025.111352_bib103) 2024; 313 Su (10.1016/j.foodcont.2025.111352_bib160) 2021; 11 Pulassery (10.1016/j.foodcont.2025.111352_bib145) 2022; 7 Liu (10.1016/j.foodcont.2025.111352_bib108) 2021; 246 Wu (10.1016/j.foodcont.2025.111352_bib183) 2023; 119 Johnson (10.1016/j.foodcont.2025.111352_bib92) 2023; 28 Kwofie (10.1016/j.foodcont.2025.111352_bib100) 2020; 74 Ng (10.1016/j.foodcont.2025.111352_bib131) 2023; 122 Bao (10.1016/j.foodcont.2025.111352_bib24) 2023; 1273 Bumbrah (10.1016/j.foodcont.2025.111352_bib27) 2016; 6 Pang (10.1016/j.foodcont.2025.111352_bib140) 2022; 6 Omwange (10.1016/j.foodcont.2025.111352_bib135) 2021; 124 Bajoub (10.1016/j.foodcont.2025.111352_bib21) 2018; 58 Li (10.1016/j.foodcont.2025.111352_bib105) 2020; 101 Bunaciu (10.1016/j.foodcont.2025.111352_bib28) 2022; 69 Tan (10.1016/j.foodcont.2025.111352_bib165) 2021; 70 Hu (10.1016/j.foodcont.2025.111352_bib72) 2020; 1673 Zahir (10.1016/j.foodcont.2025.111352_bib195) 2017; 10 Giraudo (10.1016/j.foodcont.2025.111352_bib59) 2017; 2017 Raman (10.1016/j.foodcont.2025.111352_bib150) 1928; 121 Zheng (10.1016/j.foodcont.2025.111352_bib202) 2023; 56 Adade (10.1016/j.foodcont.2025.111352_bib6) 2025; 156 Castejón (10.1016/j.foodcont.2025.111352_bib34) 2014; 7 Mousa (10.1016/j.foodcont.2025.111352_bib129) 2022; 62 Patrick (10.1016/j.foodcont.2025.111352_bib141) 2022; 154 Goh (10.1016/j.foodcont.2025.111352_bib61) 2021; 125 Jiang (10.1016/j.foodcont.2025.111352_bib87) 2021; 14 Rodriguez (10.1016/j.foodcont.2025.111352_bib151) 2011; 136 Vaskova (10.1016/j.foodcont.2025.111352_bib173) 2018; 14 Lucietto (10.1016/j.foodcont.2025.111352_bib110) 2021 Yao (10.1016/j.foodcont.2025.111352_bib190) 2022; 2022 Adade (10.1016/j.foodcont.2025.111352_bib1) 2024; 125 Siudem (10.1016/j.foodcont.2025.111352_bib155) 2022; 212 Du (10.1016/j.foodcont.2025.111352_bib49) 2019; 4 Venturini (10.1016/j.foodcont.2025.111352_bib174) 2023; 336 Didham (10.1016/j.foodcont.2025.111352_bib47) 2020; 13 Kim (10.1016/j.foodcont.2025.111352_bib97) 2018; 513 Xu (10.1016/j.foodcont.2025.111352_bib185) 2023; 9 Yu (10.1016/j.foodcont.2025.111352_bib194) 2017; 130 (10.1016/j.foodcont.2025.111352_bib79) 2023; 2 Da Costa (10.1016/j.foodcont.2025.111352_bib42) 2016; 196 Mahfuz (10.1016/j.foodcont.2025.111352_bib113) 2022; 14 Motahari (10.1016/j.foodcont.2025.111352_bib127) 2023; 16 Wu (10.1016/j.foodcont.2025.111352_bib180) 2024; 433 Mishra (10.1016/j.foodcont.2025.111352_bib124) 2017; 2 Tamiji (10.1016/j.foodcont.2025.111352_bib164) 2024; 19 Islam (10.1016/j.foodcont.2025.111352_bib81) 2022; 12 Jolayemi (10.1016/j.foodcont.2025.111352_bib93) 2018; 6 Amereih (10.1016/j.foodcont.2025.111352_bib10) 2014; 2 Lin (10.1016/j.foodcont.2025.111352_bib106) 2021; 335 (10.1016/j.foodcont.2025.111352_bib83) 2020 Zhang (10.1016/j.foodcont.2025.111352_bib197) 2015; 185 Raman (10.1016/j.foodcont.2025.111352_bib149) 2019; 11 Teye (10.1016/j.foodcont.2025.111352_bib167) 2024; 8 Adade (10.1016/j.foodcont.2025.111352_bib2) 2024; 125 Covaciu (10.1016/j.foodcont.2025.111352_bib39) 2020; 10 Gu (10.1016/j.foodcont.2025.111352_bib65) 2024; 13 Sadiku (10.1016/j.foodcont.2025.111352_bib152) 2020; 4 Adade (10.1016/j.foodcont.2025.111352_bib5) 2024; 125 Gokul Raj (10.1016/j.foodcont.2025.111352_bib62) 2024; 75 Osheter (10.1016/j.foodcont.2025.111352_bib136) 2022; 27 Ye (10.1016/j.foodcont.2025.111352_bib191) 2022; 385 (10.1016/j.foodcont.2025.111352_bib37) 2022 Hwang (10.1016/j.foodcont.2025.111352_bib77) 2024; 8 da Silva Soares (10.1016/j.foodcont.2025.111352_bib43) 2021; 1 (10.1016/j.foodcont.2025.111352_bib80) 2019; 5 Mannu (10.1016/j.foodcont.2025.111352_bib116) 2022; 178 Senesi (10.1016/j.foodcont.2025.111352_bib154) 2021; 10 Sudhakar (10.1016/j.foodcont.2025.111352_bib162) 2021; 0 Botosoa (10.1016/j.foodcont.2025.111352_bib26) 2022; 154 Erkinbaev (10.1016/j.foodcont.2025.111352_bib52) 2022; 64 Fortes (10.1016/j.foodcont.2025.111352_bib56) 2013 Castejón (10.1016/j.foodcont.2025.111352_bib33) 2016; 8 Mašán (10.1016/j.foodcont.2025.111352_bib119) 2021; 11 Morais (10.1016/j.foodcont.2025.111352_bib126) 2019; 14 Ampem (10.1016/j.foodcont.2025.111352_bib13) 2023; 31 Girigisu (10.1016/j.foodcont.2025.111352_bib60) 2023; 48 Folch-Fortuny (10.1016/j.foodcont.2025.111352_bib55) 2017; 31 Picollo (10.1016/j.foodcont.2025.111352_bib142) 2019; 4 Banerjee (10.1016/j.foodcont.2025.111352_bib23) 2024; 3 Yu (10.1016/j.foodcont.2025.111352_bib193) 2020; 4 Gao (10.1016/j.foodcont.2025.111352_bib57) 2023; 13 Wu (10.1016/j.foodcont.2025.111352_bib181) 2022; 108 Deshpande (10.1016/j.foodcont.2025.111352_bib46) 2023 Karaliūnas (10.1016/j.foodcont.2025.111352_bib95) 2018; 8 Xing (10.1016/j.foodcont.2025.111352_bib184) 2021; 26 Zielińska (10.1016/j.foodcont.2025.111352_bib204) 2020; 2020 Hwang (10.1016/j.foodcont.2025.111352_bib78) 2017; 94 Kumar (10.1016/j.foodcont.2025.111352_bib99) 2020; 7 Ottaway (10.1016/j.foodcont.2025.111352_bib137) 2021; 75 Nyarko (10.1016/j.foodcont.2025.111352_bib133) 2023; 10 Xue (10.1016/j.foodcont.2025.111352_bib186) 2023; 12 Hoppenreijs (10.1016/j.foodcont.2025.111352_bib71) 2021; 147 Malavi (10.1016/j.foodcont.2025.111352_bib114) 2023; 12 Verma (10.1016/j.foodcont.2025.111352_bib175) 2018; 7 Zhao (10.1016/j.foodcont.2025.111352_bib201) 2022; 373 Adade (10.1016/j.foodcont.2025.111352_bib3) 2022; 114 Markiewicz-Keszycka (10.1016/j.foodcont.2025.111352_bib118) 2017; 65 Salguero-Chaparro (10.1016/j.foodcont.2025.111352_bib153) 2013; 30 Calò (10.1016/j.foodcont.2025.111352_bib30) 2022; 11 Akash (10.1016/j.foodcont.2025.111352_bib8) 2019 González-Morales (10.1016/j.foodcont.2025.111352_bib64) 2019 Teye (10.1016/j.foodcont.2025.111352_bib169) 2019; 36 Lam (10.1016/j.foodcont.2025.111352_bib101) 2019; 73 Teye (10.1016/j.foodcont.2025.111352_bib170) 2019; 36 Carvalho (10.1016/j.foodcont.2025.111352_bib32) 2019; 103 Temiz (10.1016/j.foodcont.2025.111352_bib166) 2021; 146 Qu (10.1016/j.foodcont.2025.111352_bib147) 2022; 2061 Tsolis (10.1016/j.foodcont.2025.111352_bib172) 2024; 29 Meenu (10.1016/j.foodcont.2025.111352_bib120) 2022; 62 Amereih (10.1016/j.foodcont.2025.111352_bib11) 2014; 2 Lin (10.1016/j.foodcont.2025.111352_bib107) 2023; 405 Jiang (10.1016/j.foodcont.2025.111352_bib88) 2022; 133 Li (10.1016/j.foodcont.2025.111352_bib104) 2020; 101 Yang (10.1016/j.foodcont.2025.111352_bib188) 2024; 199 Mouftari (10.1016/j.foodcont.2025.111352_bib128) Dymińska (10.1016/j.foodcont.2025.111352_bib51) 2017; 20 García-González (10.1016/j.foodcont.2025.111352_bib58) 2023; 15 Ou (10.1016/j.foodcont.2025.111352_bib138) 2022; 37 Jiang (10.1016/j.foodcont.2025.111352_bib86) 2021; 101 Khosroshahi (10.1016/j.foodcont.2025.111352_bib96) 2018; 8 Cheng (10.1016/j.foodcont.2025.111352_bib36) 2017; 16 Jia (10.1016/j.foodcont.2025.111352_bib85) 2023; 28 de Souza (10.1016/j.foodcont.2025.111352_bib44) 2020; 11 Prabowo (10.1016/j.foodcont.2025.111352_bib144) 2018; 10 Bajoub (10.1016/j.foodcont.2025.111352_bib22) 2018; 58 Song (10.1016/j.foodcont.2025.111352_bib156) 2021; 84 Du (10.1016/j.foodcont.2025.111352_bib50) 2021; 121 Cozzolino (10.1016/j.foodcont.2025.111352_bib40) 2022; 11 Jolayemi (10.1016/j.foodcont.2025.111352_bib94) 2021; 15 Baeten (10.1016/j.foodcont.2025.111352_bib20) 2001 Cai (10.1016/j.foodcont.2025.111352_bib29) 2019; 84 Jiménez-Carvelo (10.1016/j.foodcont.2025.111352_bib90) 2017; 86 Ahmed (10.1016/j.foodcont.2025.111352_bib7) 2022; 13 Lu (10.1016/j.foodcont.2025.111352_bib109) 2020; 12 Wu (10.1016/j.foodcont.2025.111352_bib182) 2023; 126 Borghi (10.1016/j.foodcont.2025.111352_bib25) 2020; 159 Hua (10.1016/j.foodcont.2025.111352_bib76) 2024; 196 Marbello (10.1016/j.foodcont.2025.111352_bib117) 2020; 206 Amiri (10.1016/j.foodcont.2025.111352_bib12) 2020; 30 Hu (10.1016/j.foodcont.2025.111352_bib74) 2019; 191 Arendse (10.1016/j.foodcont.2025.111352_bib18) 2021; 14 Crocombe (10.1016/j.foodcont.2025.111352_bib41) 2022 Gómez-Caravaca (10.1016/j.foodcont.2025.111352_bib63) 2016; 913 Adade (10.1016/j.foodcont.2025.111352_bib4) 2022; 388 Krithivasan (10.1016/j.foodcont.2025.111352_bib98) 2023; 33 Lam (10.1016/j.foodcont.2025.111352_bib102) 2020; 106 Manjunatha Reddy (10.1016/j.foodcont.2025.111352_bib115) 2018; 11 Nor Mahiran (10.1016/j.foodcont.2025.111352_bib132) 2023; 9 Okere (10.1016/j.foodcont.2025.111352_bib134) 2022; 13 Rajput (10.1016/j.foodcont.2025.111352_bib148) 2019 Arslan (10.1016/j.foodcont.2025.111352_bib19) 2019; 98 Dong (10.1016/j.foodcont.2025.111352_bib48) 2020; 10 Apolonski (10.1016/j.foodcont.2025.111352_bib17) 2019; 26 Melendreras (10.1016/j.foodcont.2025.111352_bib121) 2023 Su (10.1016/j.foodcont.2025.111352_bib159) 2021; 143 Anowarul Haque (10.1016/j.foodcont.2025.111352_bib15) 2024; 307 Carmona (10.1016/j.foodcont.2025.111352_bib31) 2014; 116 Mishra (10.1016/j.foodcont.2025.1 |
References_xml | – volume: 6 start-page: 209 year: 2016 end-page: 215 ident: bib27 article-title: Raman spectroscopy – basic principle, instrumentation and selected applications for the characterization of drugs of abuse publication-title: Egyptian Journal of Forensic Sciences – volume: 196 start-page: 539 year: 2016 end-page: 543 ident: bib42 article-title: Using near infrared spectroscopy to classify soybean oil according to expiration date publication-title: Food Chemistry – volume: 1 year: 2021 ident: bib43 publication-title: Pyrethroid and residues in chickens and poultry litter – volume: 84 year: 2019 ident: bib29 article-title: An expert system based on 1H NMR spectroscopy for quality evaluation and adulteration identification of edible oils publication-title: Journal of Food Composition and Analysis – volume: 196 year: 2024 ident: bib76 article-title: Rapid analysis of flaxseed oil quality during frying process based on Raman spectroscopy combined with peak-area-ratio method publication-title: Lwt – volume: 11 start-page: 1 year: 2021 end-page: 13 ident: bib119 article-title: Chemometric approach to characterization of the selected grape seed oils based on their fatty acids composition and FTIR spectroscopy publication-title: Scientific Reports – start-page: 1 year: 2022 end-page: 13 ident: bib37 article-title: Standard for named vegetable oils CODEX STAN 210-1999 publication-title: Codex Alimentarius – volume: 2017 year: 2017 ident: bib59 publication-title: NIR and Visible spectroscopies coupled with chemometrics for the evaluation of edible seed oils quality evolution during storage under different illumination conditions – volume: 373 year: 2022 ident: bib201 article-title: The application of machine-learning and Raman spectroscopy for the rapid detection of edible oils type and adulteration publication-title: Food Chemistry – volume: 27 start-page: 1 year: 2022 end-page: 12 ident: bib136 article-title: 1H LF-NMR self-diffusion measurements for rapid monitoring of an edible oil's food quality with respect to its oxidation status publication-title: Molecules – volume: 7 start-page: 1170 year: 2018 end-page: 1180 ident: bib175 article-title: Development and optimization of UV-vis spectroscopy - a review publication-title: World Journal of Pharmaceutical Research – volume: 73 start-page: 1308 year: 2019 ident: bib101 article-title: Calibrated optical markers to study thermal degradation in edible oils using Raman and optical transmission spectroscopy publication-title: Applied Spectroscopy – volume: 388 year: 2022 ident: bib4 article-title: Fraud detection in crude palm oil using SERS combined with chemometrics publication-title: Food Chemistry – volume: 8 year: 2024 ident: bib167 article-title: Artificial intelligence for honey integrity in Ghana: A feasibility study on the use of smartphone images coupled with multivariate algorithms publication-title: Smart Agricultural Technology – volume: 84 start-page: 1315 year: 2021 end-page: 1320 ident: bib156 article-title: Detection of aflatoxin B1 in peanut oil using attenuated total reflection fourier transform infrared spectroscopy combined with partial least squares discriminant analysis and support vector machine models publication-title: Journal of Food Protection – volume: 134 start-page: 162 year: 2012 end-page: 172 ident: bib67 article-title: Study by 1H NMR spectroscopy of the evolution of extra virgin olive oil composition submitted to frying temperature in an industrial fryer for a prolonged period of time publication-title: Food Chemistry – volume: 11 start-page: 1012 year: 2018 end-page: 1020 ident: bib115 article-title: Polyphenols fingerprinting in olive oils through maximum-quantum NMR spectroscopy publication-title: Food Analytical Methods – volume: 4 start-page: 111 year: 2020 end-page: 115 ident: bib152 article-title: Global food fraud A primer publication-title: International Journal of Trend in Scientific Research and Development – volume: 2 year: 2017 ident: bib124 article-title: Nuclear magnetic resonance spectroscopy publication-title: Spectroscopic methods for nanomaterials characterization – year: 2020 ident: bib83 article-title: National standardization strategies – volume: 7 start-page: 9164 year: 2022 end-page: 9171 ident: bib145 article-title: Rapid iodine value estimation using a handheld Raman spectrometer for on-site, reagent-free authentication of edible oils publication-title: ACS Omega – volume: 12 start-page: 1 year: 2020 end-page: 44 ident: bib109 article-title: Recent advances of hyperspectral imaging technology and applications in agriculture publication-title: Remote Sensing – volume: 1273 year: 2023 ident: bib24 article-title: Analytica Chimica Acta A comparative evaluation of low-field and high-field NMR untargeted analysis : Authentication of virgin coconut oil adulterated with refined coconut oil as a case study publication-title: Analytica Chimica Acta – volume: 7 start-page: 75 year: 2020 end-page: 83 ident: bib99 article-title: Trans fatty acid analysis of frying oil using atr-ftir spectroscopy: A study on Indian traditional snack foods publication-title: Journal of Food Quality and Hazards Control – volume: 21 start-page: 332 year: 2017 ident: bib171 article-title: Development of UV-vis spectrophotometric method for rapid nickel determination in original oil matrix publication-title: Süleyman Demirel Üniversitesi Fen Bilimleri Enstitüsü Dergisi – volume: 30 start-page: 2133 year: 2020 end-page: 2145 ident: bib12 article-title: The effects of canola oil on cardiovascular risk factors: A systematic review and meta-analysis with dose-response analysis of controlled clinical trials publication-title: Nutrition, Metabolism, and Cardiovascular Diseases – volume: 15 start-page: 1 year: 2023 end-page: 11 ident: bib58 article-title: Virgin olive oil ranks first in a new nutritional quality score due to its compositional profile publication-title: Nutrients – volume: 26 year: 2021 ident: bib158 article-title: Laser-induced breakdown spectroscopy: An efficient tool for food science and technology (from the analysis of martian rocks to the analysis of Olive Oil, Honey, Milk and other natural earth products) publication-title: Molecules – year: 2001 ident: bib20 article-title: Regulatory considerations in applying vibrational spectroscopic methods for quality control publication-title: Handbook of Vibrational Spectroscopy – year: 2013 ident: bib56 article-title: Laser-induced breakdown spectroscopy – volume: 6 start-page: 773 year: 2018 end-page: 782 ident: bib93 article-title: Geographical discrimination of palm oils (Elaeis guineensis) using quality characteristics and UV-visible spectroscopy publication-title: Food Science and Nutrition – volume: 7 start-page: 1285 year: 2014 end-page: 1297 ident: bib34 article-title: Evaluation and optimization of the analysis of fatty acid types in edible oils by 1H-NMR publication-title: Food Analytical Methods – volume: 11 start-page: 678 year: 2020 end-page: 691 ident: bib44 article-title: A study of degradation in vegetable oils by exposure to sunlight using fourier transform infrared spectroscopy publication-title: Materials Sciences and Applications – volume: 130 start-page: 903 year: 2017 end-page: 908 ident: bib194 publication-title: Identification of edible oil based on multi-source spectra data fusion – volume: 14 year: 2019 ident: bib126 article-title: Standardization of complex biologically derived spectrochemical datasets publication-title: Nature Protocols – volume: 75 start-page: 781 year: 2021 end-page: 794 ident: bib137 article-title: Comparison of spectroscopic techniques for determining the peroxide value of 19 classes of naturally aged, plant-based edible oils publication-title: Applied Spectroscopy – volume: 137 year: 2025 ident: bib203 article-title: Rapid detection of oil content in Camellia oleifera kernels based on hyperspectral imaging and machine learning publication-title: Journal of Food Composition and Analysis – year: 2023 ident: bib46 article-title: Food analysis and quality control publication-title: Food Analysis and Quality Control – volume: 913 start-page: 1 year: 2016 end-page: 21 ident: bib63 article-title: Chemometric applications to assess quality and critical parameters of virgin and extra-virgin olive oil. A review publication-title: Analytica Chimica Acta – volume: 126 year: 2023 ident: bib182 article-title: Qualitative and quantitative studies of plasticizers in extra virgin olive oil by surface-enhanced Raman spectroscopy combined with chemometrics publication-title: Vibrational Spectroscopy – volume: 26 start-page: 1 year: 2021 end-page: 16 ident: bib184 article-title: Composition profiling and authenticity assessment of camellia oil using high field and low field1h nmr publication-title: Molecules – volume: 12 year: 2023 ident: bib114 article-title: Hyperspectral imaging and chemometrics for authentication of extra virgin olive oil: A comparative approach with FTIR, UV-VIS, Raman, and GC-MS publication-title: Foods – volume: 125 year: 2024 ident: bib5 article-title: Rapid quantitative analysis of acetamiprid residue in crude palm oil using SERS coupled with random frog (RF) algorithm publication-title: Journal of Food Composition and Analysis – volume: 37 year: 2022 ident: bib138 article-title: Spectral sensing using a handheld NIR module based on a fully integrated sensor chip – volume: 103 start-page: 101 year: 2019 end-page: 107 ident: bib32 article-title: Non-destructive assessment of the oxidative stability of intact macadamia nuts during the drying process by near-infrared spectroscopy publication-title: Lwt – volume: 2020 year: 2020 ident: bib204 article-title: Chemical and physical properties of meadowfoam seed oil and extra virgin olive oil: Focus on vibrational spectroscopy publication-title: Journal of Spectroscopy – volume: 10 start-page: 24073 year: 2020 end-page: 24078 ident: bib48 article-title: An indirect analytical approach based on ATR-FTIR spectroscopy for determining the FFA content in vegetable oils publication-title: RSC Advances – volume: 10 start-page: 1 year: 2020 end-page: 9 ident: bib143 article-title: Rapid adulteration detection of cold pressed oils with their refined versions by UV–Vis spectroscopy publication-title: Scientific Reports – volume: 18 start-page: 359 year: 2023 end-page: 360 ident: bib192 article-title: Food fraud: A persistent problem that demands a comprehensive approach publication-title: Journal Fur Verbraucherschutz Und Lebensmittelsicherheit – volume: 86 start-page: 174 year: 2017 end-page: 184 ident: bib90 article-title: Chemometric classification and quantification of olive oil in blends with any edible vegetable oils using FTIR-ATR and Raman spectroscopy publication-title: Lwt – volume: 10 start-page: 117 year: 2023 end-page: 123 ident: bib133 article-title: Potential human health risks associated with ingestion of heavy metals through fish consumption in the Gulf of Guinea publication-title: Toxicology Reports – volume: 56 year: 2023 ident: bib202 article-title: Data fusion of FT-NIR and ATR-FTIR spectra for accurate authentication of geographical indications for Gastrodia elata Blume publication-title: Food Bioscience – volume: 21 start-page: 4056 year: 2022 end-page: 4075 ident: bib111 article-title: Nuclear magnetic resonance spectroscopy in extra virgin olive oil authentication publication-title: Comprehensive Reviews in Food Science and Food Safety – volume: 65 start-page: 80 year: 2017 end-page: 93 ident: bib118 article-title: Laser-induced breakdown spectroscopy (LIBS) for food analysis: A review publication-title: Trends in Food Science and Technology – volume: 13 year: 2024 ident: bib65 article-title: Quantitative prediction of acid value of camellia seed oil based on hyperspectral imaging technology fusing spectral and image features publication-title: Foods – volume: 1673 year: 2020 ident: bib72 article-title: Analysis of aflatoxin b1 in peanut oil by near infrared spectroscopy publication-title: Journal of Physics: Conference Series – volume: 122 year: 2023 ident: bib131 article-title: Potential of nuclear magnetic resonance for the determination of organochlorine in edible oils publication-title: Journal of Food Composition and Analysis – volume: 405 year: 2023 ident: bib107 article-title: Detection of wheat toxigenic Aspergillus flavus based on nano-composite colorimetric sensing technology publication-title: Food Chemistry – year: 2004 ident: bib53 article-title: Guidance for industry Part 11, electronic records; electronic signatures — scope and application publication-title: 21 CFR Part 11 – volume: 11 year: 2022 ident: bib40 article-title: An overview of the successful application of vibrational spectroscopy techniques to quantify nutraceuticals in fruits and plants publication-title: Foods – volume: 156 year: 2025 ident: bib6 article-title: Advanced food contaminant detection through multi-source data fusion: Strategies, applications, and future perspectives publication-title: Trends in Food Science & Technology – volume: 121 start-page: 501 year: 1928 end-page: 502 ident: bib150 article-title: A new type of secondary radiation [11] publication-title: Nature – volume: 4 start-page: 11 year: 2020 end-page: 18 ident: bib163 article-title: Review on palm oil contaminants related to 3-monochloropropane-1, 2-diol (3-MCPD) and glycidyl esters (GE) publication-title: Food Research – volume: 19 year: 2024 ident: bib164 article-title: Detecting olive oil fraud with near-infrared spectroscopy and chemometrics: A modern safety control approach publication-title: Jundishapur Journal of Natural Pharmaceutical Products – volume: 108 year: 2022 ident: bib181 article-title: Identification of olive oil in vegetable blend oil by one-dimensional convolutional neural network combined with Raman spectroscopy publication-title: Journal of Food Composition and Analysis – year: 2019 ident: bib8 article-title: Essentials of pharmaceutical analysis publication-title: Essentials of pharmaceutical analysis – volume: 4 start-page: 1 year: 2019 end-page: 14 ident: bib142 article-title: UV-Vis spectroscopy publication-title: Physical Sciences Reviews – volume: 9 start-page: 2060 year: 2016 end-page: 2067 ident: bib91 article-title: Rapid and non-destructive determination of oil content of peanut (Arachis hypogaea L.) using hyperspectral imaging analysis publication-title: Food Analytical Methods – volume: 9 year: 2019 ident: bib146 article-title: Raman spectroscopy and 2DCOS analysis of unsaturated fatty acid in edible vegetable oils publication-title: Applied Sciences (Switzerland) – volume: 2 year: 2017 ident: bib123 article-title: Nuclear magnetic resonance spectroscopy publication-title: Spectroscopic methods for nanomaterials characterization – volume: 185 start-page: 326 year: 2015 end-page: 332 ident: bib197 article-title: A unique quantitative method of acid value of edible oils and studying the impact of heating on edible oils by UV-Vis spectrometry publication-title: Food Chemistry – volume: 98 start-page: 323 year: 2019 end-page: 332 ident: bib19 article-title: Rapid detection of authenticity and adulteration of cold pressed black cumin seed oil: A comparative study of ATR–FTIR spectroscopy and synchronous fluorescence with multivariate data analysis publication-title: Food Control – volume: 13 start-page: 1 year: 2021 end-page: 24 ident: bib112 article-title: Occurrence, impact on agriculture, human health, and management strategies of zearalenone in food and feed: A review publication-title: Toxins – volume: 14 start-page: 1 year: 2024 end-page: 13 ident: bib196 article-title: Detection and quantification of groundnut oil adulteration with machine learning using a comparative approach with NIRS and UV–VIS publication-title: Scientific Reports – volume: 62 start-page: 5744 year: 2022 end-page: 5765 ident: bib120 article-title: Application of vibrational spectroscopic techniques for determination of thermal degradation of frying oils and fats: A review publication-title: Critical Reviews in Food Science and Nutrition – start-page: 1 year: 2017 end-page: 7 ident: bib122 article-title: Iodine value determination of edible oils using ATR‐FTIR and chemometric methods publication-title: European Journal of Lipid Science and Technology – volume: 75 start-page: 2012 year: 2024 ident: bib62 article-title: Detection of coconut oil adulteration with palm oil through NMR spectroscopic method publication-title: Grasas y Aceites – volume: 119 year: 2023 ident: bib183 article-title: Detection of antioxidants in edible oil by two-dimensional correlation spectroscopy combined with convolutional neural network publication-title: Journal of Food Composition and Analysis – volume: 136 start-page: 4232 year: 2011 end-page: 4240 ident: bib151 article-title: Standardization of Raman spectra for transfer of spectral libraries across different instruments publication-title: Analyst – volume: 31 start-page: 1 year: 2017 end-page: 11 ident: bib55 article-title: Calibration transfer between NIR spectrometers: New proposals and a comparative study publication-title: Journal of Chemometrics – volume: 2022 year: 2022 ident: bib190 article-title: Rapid determination of aflatoxin B1Contamination in peanut oil by fourier transform near-infrared spectroscopy publication-title: Journal of Spectroscopy – volume: 9 start-page: 1 year: 2023 end-page: 20 ident: bib185 article-title: Advancements and applications of Raman spectroscopy in rapid quality and safety detection of fruits and vegetables publication-title: Horticulturae – volume: 11 start-page: 1 year: 2019 end-page: 8 ident: bib149 publication-title: Handheld Raman , mid-infrared and near infrared spectrometers : State-of-the-Art instrumentation and useful applications – volume: 159 year: 2020 ident: bib25 article-title: Quantification and classification of vegetable oils in extra virgin olive oil samples using a portable near-infrared spectrometer associated with chemometrics publication-title: Microchemical Journal – volume: 101 start-page: 172 year: 2020 end-page: 181 ident: bib105 article-title: Review of NIR spectroscopy methods for nondestructive quality analysis of oilseeds and edible oils publication-title: Trends in Food Science and Technology – volume: 62 start-page: 8009 year: 2022 end-page: 8027 ident: bib129 article-title: An overview of recent advances and applications of FT-IR spectroscopy for quality, authenticity, and adulteration detection in edible oils publication-title: Critical Reviews in Food Science and Nutrition – volume: 14 start-page: 226 year: 2018 end-page: 232 ident: bib173 article-title: Multivariate study of Raman spectral data of edible oils publication-title: WSEAS Transactions on Environment and Development – volume: 125 year: 2024 ident: bib2 article-title: Multicomponent prediction of Sudan dye adulteration in crude palm oil using SERS – based bimetallic nanoflower combined with genetic algorithm publication-title: Journal of Food Composition and Analysis – volume: 10 start-page: 1 year: 2020 end-page: 20 ident: bib39 article-title: Edible oils differentiation based on the determination of fatty acids profile and Raman spectroscopy—a case study publication-title: Applied Sciences (Switzerland) – volume: 33 start-page: 778 year: 2023 end-page: 786 ident: bib98 article-title: Analysis of ortho-phthalates and other plasticizers in select organic and conventional foods in the United States publication-title: Journal of Exposure Science and Environmental Epidemiology – volume: 13 start-page: 601 year: 2020 end-page: 607 ident: bib47 article-title: Sensing the addition of vegetable oils to olive oil: The ability of UV–VIS and MIR spectroscopy coupled with chemometric analysis publication-title: Food Analytical Methods – volume: 113 year: 2021 ident: bib84 article-title: Recent trends in the use of FTIR spectroscopy integrated with chemometrics for the detection of edible oil adulteration publication-title: Vibrational Spectroscopy – volume: 9 year: 2023 ident: bib132 article-title: Multivariate modelling analysis for prediction of glycidyl esters and 3-monochloropropane-1,2-diol (3-MCPD) formation in periodically heated palm oil publication-title: Heliyon – volume: 121 year: 2021 ident: bib50 article-title: Adulteration detection of corn oil, rapeseed oil and sunflower oil in camellia oil by in situ diffuse reflectance near-infrared spectroscopy and chemometrics publication-title: Food Control – volume: 2 start-page: 14 year: 2014 end-page: 19 ident: bib10 article-title: Detection and quantification of adulteration in olive oil using a UV- spectrophotometric method publication-title: مجلة جامعة فلسطين التقنية للأبحاث – volume: 212 start-page: 1 year: 2022 end-page: 8 ident: bib155 article-title: Application of 1H NMR in the study of fatty acids composition of vegetable oils publication-title: Journal of Pharmaceutical and Biomedical Analysis – volume: 8 year: 2016 ident: bib33 article-title: Automatic 1H-NMR screening of fatty acid composition in edible oils publication-title: Nutrients – volume: 2 year: 2023 ident: bib79 article-title: International commission on harmonisation. ICH Q2 (R2) validation of analytical procedures publication-title: European Agency for the Evaluation of Medicinal Products – volume: 4 start-page: 127 year: 2020 end-page: 139 ident: bib193 article-title: Principles, developments and applications of laser-induced breakdown spectroscopy in agriculture: A review publication-title: Artificial Intelligence in Agriculture – volume: 28 start-page: 59 year: 2012 end-page: 68 ident: bib66 article-title: Monitoring by 1H nuclear magnetic resonance of the changes in the composition of virgin linseed oil heated at frying temperature. Comparison with the evolution of other edible oils publication-title: Food Control – volume: 13 year: 2023 ident: bib57 article-title: Characterizing variances of adulterated extra virgin olive oils by UV-vis spectroscopy combined with analysis of variance-projected difference resolution (ANOVA-PDR) and multivariate classification publication-title: Applied Sciences (Switzerland) – volume: 16 start-page: 1237 year: 2023 end-page: 1251 ident: bib127 article-title: Raman, FTIR, and UV–vis spectroscopic investigation of some oils and their hierarchical agglomerative clustering (HAC) publication-title: Food Analytical Methods – volume: 36 start-page: 1589 year: 2019 end-page: 1596 ident: bib170 article-title: Rapid and nondestructive fraud detection of palm oil adulteration with Sudan dyes using portable NIR spectroscopic techniques publication-title: Food Additives & Contaminants Part A Chemistry, Analysis, Control, Exposure and Risk Assessment – volume: 26 year: 2019 ident: bib17 publication-title: Application of vibrational spectroscopy in biology and medicine. Breath analysis – volume: 114 year: 2022 ident: bib3 article-title: SERS-based sensor coupled with multivariate models for rapid detection of palm oil adulteration with Sudan II and IV dyes publication-title: Journal of Food Composition and Analysis – volume: 69 start-page: 827 year: 2022 end-page: 832 ident: bib28 publication-title: Determination of some edible oils adulteration with paraffin oil using infrared spectroscopy – volume: 2 start-page: 14 year: 2014 end-page: 19 ident: bib11 article-title: Detection and quantification of adulteration in olive oil using a UV- spectrophotometric method publication-title: Palestine Technical University Research Journal – volume: 11 year: 2022 ident: bib30 article-title: Geographical origin assessment of extra virgin olive oil via NMR and MS combined with chemometrics as analytical approaches publication-title: Foods – volume: 513 start-page: 507 year: 2018 end-page: 513 ident: bib97 article-title: A 43 MHz low-field benchtop 1 H nuclear magnetic resonance method to discriminate Perilla oil authenticity publication-title: Journal of Oleo Science – volume: 106 year: 2020 ident: bib102 article-title: Thermal degradation in edible oils by surface enhanced Raman spectroscopy calibrated with iodine values publication-title: Vibrational Spectroscopy – volume: 2061 start-page: 1 year: 2022 end-page: 14 ident: bib147 publication-title: Application of nuclear magnetic resonance in food analysis – volume: 6 start-page: 1 year: 2022 end-page: 10 ident: bib140 article-title: Rapid fatty acids detection of vegetable oils by Raman spectroscopy based on competitive adaptive reweighted sampling coupled with support vector regression publication-title: Food Quality and Safety – volume: 30 start-page: 504 year: 2013 end-page: 509 ident: bib153 article-title: Feasibility of using NIR spectroscopy to detect herbicide residues in intact olives publication-title: Food Control – volume: 206 year: 2020 ident: bib117 article-title: Study of the nonlinear optical response and thermal stability of edible oils using the Z-scan technique publication-title: Talanta – volume: 12 year: 2023 ident: bib186 article-title: Monitoring of chlorpyrifos residues in corn oil based on Raman spectral deep-learning model publication-title: Foods – volume: 307 year: 2024 ident: bib15 article-title: Multiband highly sensitive metamaterial-based THz absorber for edible oil adulteration sensing publication-title: Optik – volume: 133 year: 2022 ident: bib88 article-title: Non-destructive detection of multi-component heavy metals in corn oil using nano-modified colorimetric sensor combined with near-infrared spectroscopy publication-title: Food Control – volume: 11 start-page: 1 year: 2021 end-page: 16 ident: bib161 article-title: Reflectance spectroscopy with multivariate methods for non-destructive discrimination of edible oil adulteration publication-title: Biosensors – volume: 180 year: 2022 ident: bib45 article-title: Feasibility study on Raman spectra-based deep learning models for monitoring the contamination degree and level of aflatoxin B1 in edible oil publication-title: Microchemical Journal – year: 2019 ident: bib148 article-title: Methods for food analysis and quality control. – volume: 0 start-page: 1 year: 2021 end-page: 29 ident: bib162 article-title: Advanced techniques in edible oil authentication: A systematic review and critical analysis publication-title: Critical Reviews in Food Science and Nutrition – volume: 336 year: 2023 ident: bib174 article-title: Extraction of physicochemical properties from the fluorescence spectrum with 1D convolutional neural networks : Application to olive oil publication-title: Journal of Food Engineering – volume: 28 start-page: 1 year: 2023 end-page: 10 ident: bib85 article-title: Molecular dynamics and chain length of edible oil using low-field nuclear magnetic resonance publication-title: Molecules – volume: 18 start-page: 189 year: 2019 end-page: 220 ident: bib69 article-title: Nuclear magnetic resonance (NMR) spectroscopy in food science: A comprehensive review publication-title: Comprehensive Reviews in Food Science and Food Safety – volume: 14 year: 2022 ident: bib113 article-title: Chronic aflatoxin exposure and cognitive and language development in young children of Bangladesh: A longitudinal study publication-title: Toxins – volume: 11 start-page: 1 year: 2021 end-page: 14 ident: bib160 article-title: Rapid detection of fatty acids in edible oils using vis-nir reflectance spectroscopy with multivariate methods publication-title: Biosensors – volume: 342 year: 2021 ident: bib179 article-title: Weighted multiscale support vector regression for fast quantification of vegetable oils in edible blend oil by ultraviolet-visible spectroscopy publication-title: Food Chemistry – volume: 133 year: 2023 ident: bib199 article-title: Determination of residual levels of procymidone in rapeseed oil using near-infrared spectroscopy combined with multivariate analysis publication-title: Infrared Physics & Technology – volume: 178 year: 2022 ident: bib116 article-title: Application of IR and UV–VIS spectroscopies and multivariate analysis for the classification of waste vegetable oils publication-title: Resources, Conservation and Recycling – volume: 122 start-page: 1 year: 2020 end-page: 11 ident: bib68 article-title: NMR spectroscopy: Determination of peroxide value in vegetable and Krill oil by using triphenylphosphine as tagging reagent publication-title: European Journal of Lipid Science and Technology – volume: 16 start-page: 263 year: 2017 end-page: 281 ident: bib36 article-title: Glycidyl fatty acid esters in refined edible oils: A review on formation, occurrence, analysis, and elimination methods publication-title: Comprehensive Reviews in Food Science and Food Safety – volume: 60 start-page: 8349 year: 2021 end-page: 8359 ident: bib187 article-title: Fluorescence hyperspectral imaging system for analysis and visualization of oil sample composition and thickness publication-title: Applied Optics – volume: 31 year: 2023 ident: bib13 publication-title: High-resolution 1H NMR analysis of continuous and discontinuous thermo- oxidative susceptibility of culinary oils during frying at 180 °C – volume: 8 start-page: 247 year: 2018 end-page: 263 ident: bib96 article-title: Effect of temperature on optical properties of vegetable oils using UV-vis and laser fluorescence spectroscopy publication-title: Optics and Photonics Journal – volume: 110 start-page: 841 year: 2021 end-page: 848 ident: bib130 article-title: The spectral treasure house of miniaturized instruments for food safety, quality and authenticity applications: A perspective publication-title: Trends in Food Science and Technology – volume: 433 year: 2024 ident: bib180 article-title: Qualitative and quantitative studies of phthalates in extra virgin olive oil (EVOO) by surface-enhanced Raman spectroscopy (SERS) combined with long short term memory (LSTM) neural network publication-title: Food Chemistry – volume: 191 start-page: 324 year: 2019 end-page: 332 ident: bib74 article-title: Safety analysis of edible oil products via Raman spectroscopy publication-title: Talanta – volume: 36 start-page: 1589 year: 2019 end-page: 1596 ident: bib169 article-title: Rapid and nondestructive fraud detection of palm oil adulteration with Sudan dyes using portable NIR spectroscopic techniques publication-title: Food Additives & Contaminants Part A Chemistry, Analysis, Control, Exposure and Risk Assessment – volume: 2021 year: 2021 ident: bib54 article-title: Edible oil parameters during deterioration processes publication-title: International Journal of Food Science – volume: 74 start-page: 645 year: 2020 end-page: 654 ident: bib100 article-title: Differentiation of edible oils by type using Raman spectroscopy and pattern recognition methods publication-title: Applied Spectroscopy – volume: 125 year: 2021 ident: bib61 article-title: The detection of glycidyl ester in edible palm-based cooking oil using FTIR-chemometrics and 1H NMR analysis publication-title: Food Control – volume: 2023 year: 2023 ident: bib168 article-title: Nondestructive detection of moisture content in palm oil by using portable vibrational spectroscopy and optimal prediction algorithms publication-title: Journal of Analytical Methods in Chemistry – volume: 13 year: 2022 ident: bib134 article-title: Non-destructive evaluation of the quality characteristics of pomegranate kernel oil by fourier transform near-infrared and mid-infrared spectroscopy publication-title: Frontiers in Plant Science – volume: 101 start-page: 172 year: 2020 end-page: 181 ident: bib104 article-title: Review of NIR spectroscopy methods for nondestructive quality analysis of oilseeds and edible oils publication-title: Trends in Food Science and Technology – volume: 10 year: 2021 ident: bib154 article-title: Looking for minor phenolic compounds in extra virgin olive oils using neutron and Raman spectroscopies publication-title: Antioxidants – start-page: 6 year: 2022 end-page: 11 ident: bib41 article-title: Spectrometers in wonderland: Shrinking, shrinking, shrinking publication-title: Spectroscopy – volume: 29 year: 2024 ident: bib172 article-title: NMR analysis of extra virgin olive oil of the epirus region of Greece with emphasis on selected phenolic compounds publication-title: Molecules – volume: 125 year: 2024 ident: bib1 article-title: Quantitative SERS detection of Aflatoxin B1 in edible crude palm oil using QuEChERS combined with chemometrics publication-title: Journal of Food Composition and Analysis – volume: 4 start-page: 1798 year: 2019 end-page: 1805 ident: bib49 article-title: Direct discrimination of edible oil type, oxidation, and adulteration by liquid interfacial surface-enhanced Raman spectroscopy publication-title: ACS Sensors – volume: 385 year: 2022 ident: bib191 article-title: Highly efficient authentication of edible oils by FTIR spectroscopy coupled with chemometrics publication-title: Food Chemistry – volume: 5 year: 2019 ident: bib80 article-title: Spectrophotometric investigation in the ultraviolet publication-title: COI/T.20/Doc. No 19/Rev. – year: 2022 ident: bib128 article-title: Applications of FTIR and chemometrics methods in authenticity analysis of walnut oil – volume: 10 start-page: 82 year: 2018 end-page: 87 ident: bib144 article-title: Monitoring oxidative levels of frying oils using ftir spectroscopy and multivariate calibration publication-title: International Journal of Applied Pharmaceutics – volume: 15 start-page: 4138 year: 2021 end-page: 4149 ident: bib94 article-title: UV–Vis spectroscopy for the estimation of variety and chemical parameters of olive oils publication-title: Journal of Food Measurement and Characterization – volume: 28 year: 2023 ident: bib92 article-title: The use of infrared spectroscopy for the quantification of bioactive compounds in food: A review publication-title: Molecules – volume: 64 start-page: 7.1 year: 2022 end-page: 7.8 ident: bib52 article-title: Rapid assessment of canola spoilage under sub-optimal storage condition using FTIR spectroscopy publication-title: Canadian Biosystems Engineering – volume: 48 start-page: 65 year: 2023 end-page: 72 ident: bib60 article-title: Physicochemical evaluation and ftir characterisation of the oil extracted from Avocado seed publication-title: Journal of Chemical Society of Nigeria – volume: 58 start-page: 832 year: 2018 end-page: 857 ident: bib21 article-title: Olive oil authentication: A comparative analysis of regulatory frameworks with especial emphasis on quality and authenticity indices, and recent analytical techniques developed for their assessment. A review publication-title: Critical Reviews in Food Science and Nutrition – start-page: 1 year: 2019 end-page: 15 ident: bib64 article-title: Development of a low-cost UV-vis spectrophotometer and its application for the detection of mercuric ions assisted by chemosensors publication-title: Sensors MDPI – volume: 246 year: 2021 ident: bib108 article-title: Geographical discrimination and adulteration analysis for edible oils using two-dimensional correlation spectroscopy and convolutional neural networks (CNNs) publication-title: Spectrochimica Acta - Part A: Molecular and Biomolecular Spectroscopy – volume: 13 start-page: 1 year: 2022 end-page: 11 ident: bib7 article-title: Strengthening the bridge between academic and the industry through the academia-industry collaboration plan design model publication-title: Frontiers in Psychology – volume: 12 year: 2022 ident: bib81 article-title: Design of a hollow-core photonic crystal fiber based edible oil sensor publication-title: Crystals – year: 2021 ident: bib110 article-title: Academic and industry collaboration: A literature review publication-title: ASEE annual conference and exposition, conference proceedings – volume: 94 start-page: 257 year: 2017 end-page: 270 ident: bib78 article-title: Reliability of 1H NMR analysis for assessment of lipid oxidation at frying temperatures publication-title: JAOCS, Journal of the American Oil Chemists’ Society – year: 2023 ident: bib121 article-title: An affordable NIR spectroscopic system for fraud detection in olive oil – volume: 8 year: 2024 ident: bib77 article-title: Machine learning identification of edible vegetable oils from fatty acid compositions and hyperspectral images publication-title: Current Research in Food Science – volume: 101 start-page: 3328 year: 2021 end-page: 3335 ident: bib86 article-title: Determination of acid value during edible oil storage using a portable NIR spectroscopy system combined with variable selection algorithms based on an MPA-based strategy publication-title: Journal of the Science of Food and Agriculture – volume: 154 year: 2022 ident: bib26 article-title: 3D front face fluorescence spectroscopy as a tool for monitoring the oxidation level of edible vegetable oil during storage at 60 °C publication-title: Lwt – volume: 124 year: 2021 ident: bib135 article-title: Potential of front face fluorescence spectroscopy and fluorescence imaging in discriminating adulterated extra-virgin olive oil with virgin olive oil publication-title: Food Control – volume: 14 start-page: 1 year: 2021 end-page: 22 ident: bib18 article-title: Recent advancements on vibrational spectroscopic techniques for the detection of authenticity and adulteration in horticultural products with a specific focus on oils, juices and powders publication-title: Food and Bioprocess Technology – volume: 116 start-page: 1451 year: 2014 end-page: 1456 ident: bib31 article-title: Raman spectroscopy study of edible oils and determination of the oxidative stability at frying temperatures publication-title: European Journal of Lipid Science and Technology – volume: 147 year: 2021 ident: bib71 article-title: Evaluation of oxygen partial pressure, temperature and stripping of antioxidants for accelerated shelf-life testing of oil blends using 1H NMR publication-title: Food Research International – volume: 143 year: 2021 ident: bib159 article-title: Quality alert from direct discrimination of polycyclic aromatic hydrocarbons in edible oil by liquid-interfacial surface-enhanced Raman spectroscopy publication-title: Lwt – volume: 146 year: 2021 ident: bib166 article-title: The use of Raman spectroscopy and chemometrics for the discrimination of lab-produced, commercial, and adulterated cold-pressed oils publication-title: Lwt – volume: 14 start-page: 1826 year: 2021 end-page: 1835 ident: bib87 article-title: Quantitative detection of acid value during edible oil storage by Raman spectroscopy: Comparison of the optimization effects of BOSS and VCPA algorithms on the characteristic Raman spectra of edible oils publication-title: Food Analytical Methods – volume: 335 year: 2021 ident: bib106 article-title: Non-destructive detection of heavy metals in vegetable oil based on nano-chemoselective response dye combined with near-infrared spectroscopy publication-title: Sensors and Actuators, B: Chemical – volume: 58 start-page: 832 year: 2018 end-page: 857 ident: bib22 article-title: Olive oil authentication: A comparative analysis of regulatory frameworks with especial emphasis on quality and authenticity indices, and recent analytical techniques developed for their assessment. A review publication-title: Critical Reviews in Food Science and Nutrition – volume: 3 start-page: 71 year: 2024 end-page: 79 ident: bib23 article-title: Biochemical analysis and nutritional benefits of various edible oils – a comprehensive review publication-title: Futuristic Trends in Chemical Material Sciences & Nano Technology – volume: 68 start-page: 121 year: 2019 end-page: 129 ident: bib75 article-title: Rapid determination of acid value of edible oils via ftir spectroscopy using inFrared Quartz Cuvette publication-title: Journal of Oleo Science – volume: 8 start-page: 1 year: 2018 end-page: 11 ident: bib95 article-title: Non-destructive inspection of food and technical oils by terahertz spectroscopy publication-title: Scientific Reports – volume: 10 start-page: S3870 year: 2017 end-page: S3876 ident: bib195 article-title: Study of physicochemical properties of edible oil and evaluation of frying oil quality by Fourier Transform-Infrared (FT-IR) Spectroscopy publication-title: Arabian Journal of Chemistry – volume: 313 year: 2024 ident: bib103 article-title: Ultrasensitive SERS quantitative detection of antioxidants via diazo derivatization reaction and deep learning for signal fluctuation mitigation publication-title: Spectrochimica Acta - Part A: Molecular and Biomolecular Spectroscopy – volume: 199 year: 2024 ident: bib188 article-title: SERS enhancement effect analysis of BaP detection in edible oil using Ag@GO substrate publication-title: Microchemical Journal – volume: 20 start-page: 2003 year: 2017 end-page: 2015 ident: bib51 article-title: Quantitative determination of the iodine values of unsaturated plant oils using infrared and Raman spectroscopy methods publication-title: International Journal of Food Properties – volume: 133 year: 2023 ident: bib89 article-title: Quantitative analysis of residues of chlorpyrifos in corn oil based on Fourier transform near-infrared spectroscopy and deep transfer learning publication-title: Infrared Physics & Technology – volume: 70 year: 2021 ident: bib165 article-title: Edible oils adulteration: A review on regulatory compliance and its detection technologies publication-title: Journal of Oleo Science – volume: 154 year: 2022 ident: bib141 article-title: 3D front face fluorescence spectroscopy as a tool for monitoring the oxidation level of edible vegetable oil during storage at 60 ◦ C publication-title: LWT – volume: 114 issue: August year: 2022 ident: 10.1016/j.foodcont.2025.111352_bib3 article-title: SERS-based sensor coupled with multivariate models for rapid detection of palm oil adulteration with Sudan II and IV dyes publication-title: Journal of Food Composition and Analysis – volume: 116 start-page: 1451 issue: 11 year: 2014 ident: 10.1016/j.foodcont.2025.111352_bib31 article-title: Raman spectroscopy study of edible oils and determination of the oxidative stability at frying temperatures publication-title: European Journal of Lipid Science and Technology doi: 10.1002/ejlt.201400127 – volume: 28 start-page: 59 issue: 1 year: 2012 ident: 10.1016/j.foodcont.2025.111352_bib66 article-title: Monitoring by 1H nuclear magnetic resonance of the changes in the composition of virgin linseed oil heated at frying temperature. Comparison with the evolution of other edible oils publication-title: Food Control doi: 10.1016/j.foodcont.2012.04.024 – volume: 73 start-page: 1308 issue: 11 year: 2019 ident: 10.1016/j.foodcont.2025.111352_bib101 article-title: Calibrated optical markers to study thermal degradation in edible oils using Raman and optical transmission spectroscopy publication-title: Applied Spectroscopy – volume: 199 issue: September 2023 year: 2024 ident: 10.1016/j.foodcont.2025.111352_bib188 article-title: SERS enhancement effect analysis of BaP detection in edible oil using Ag@GO substrate publication-title: Microchemical Journal – volume: 1673 issue: 1 year: 2020 ident: 10.1016/j.foodcont.2025.111352_bib72 article-title: Analysis of aflatoxin b1 in peanut oil by near infrared spectroscopy publication-title: Journal of Physics: Conference Series – volume: 12 issue: 12 year: 2023 ident: 10.1016/j.foodcont.2025.111352_bib186 article-title: Monitoring of chlorpyrifos residues in corn oil based on Raman spectral deep-learning model publication-title: Foods doi: 10.3390/foods12122402 – volume: 84 start-page: 1315 issue: 8 year: 2021 ident: 10.1016/j.foodcont.2025.111352_bib156 article-title: Detection of aflatoxin B1 in peanut oil using attenuated total reflection fourier transform infrared spectroscopy combined with partial least squares discriminant analysis and support vector machine models publication-title: Journal of Food Protection doi: 10.4315/JFP-20-447 – volume: 60 start-page: 8349 issue: 27 year: 2021 ident: 10.1016/j.foodcont.2025.111352_bib187 article-title: Fluorescence hyperspectral imaging system for analysis and visualization of oil sample composition and thickness publication-title: Applied Optics doi: 10.1364/AO.432851 – volume: 14 start-page: 1 issue: 1 year: 2024 ident: 10.1016/j.foodcont.2025.111352_bib196 article-title: Detection and quantification of groundnut oil adulteration with machine learning using a comparative approach with NIRS and UV–VIS publication-title: Scientific Reports doi: 10.1038/s41598-024-70297-7 – volume: 13 start-page: 601 issue: 3 year: 2020 ident: 10.1016/j.foodcont.2025.111352_bib47 article-title: Sensing the addition of vegetable oils to olive oil: The ability of UV–VIS and MIR spectroscopy coupled with chemometric analysis publication-title: Food Analytical Methods doi: 10.1007/s12161-019-01680-8 – volume: 13 issue: 20 year: 2024 ident: 10.1016/j.foodcont.2025.111352_bib65 article-title: Quantitative prediction of acid value of camellia seed oil based on hyperspectral imaging technology fusing spectral and image features publication-title: Foods – volume: 75 start-page: 781 issue: 7 year: 2021 ident: 10.1016/j.foodcont.2025.111352_bib137 article-title: Comparison of spectroscopic techniques for determining the peroxide value of 19 classes of naturally aged, plant-based edible oils publication-title: Applied Spectroscopy doi: 10.1177/0003702821994500 – volume: 84 issue: September year: 2019 ident: 10.1016/j.foodcont.2025.111352_bib29 article-title: An expert system based on 1H NMR spectroscopy for quality evaluation and adulteration identification of edible oils publication-title: Journal of Food Composition and Analysis – volume: 4 start-page: 111 issue: 3 year: 2020 ident: 10.1016/j.foodcont.2025.111352_bib152 article-title: Global food fraud A primer publication-title: International Journal of Trend in Scientific Research and Development – volume: 1273 issue: March year: 2023 ident: 10.1016/j.foodcont.2025.111352_bib24 article-title: Analytica Chimica Acta A comparative evaluation of low-field and high-field NMR untargeted analysis : Authentication of virgin coconut oil adulterated with refined coconut oil as a case study publication-title: Analytica Chimica Acta – volume: 65 start-page: 80 year: 2017 ident: 10.1016/j.foodcont.2025.111352_bib118 article-title: Laser-induced breakdown spectroscopy (LIBS) for food analysis: A review publication-title: Trends in Food Science and Technology doi: 10.1016/j.tifs.2017.05.005 – volume: 2061 start-page: 1 year: 2022 ident: 10.1016/j.foodcont.2025.111352_bib147 – volume: 20 start-page: 2003 issue: 9 year: 2017 ident: 10.1016/j.foodcont.2025.111352_bib51 article-title: Quantitative determination of the iodine values of unsaturated plant oils using infrared and Raman spectroscopy methods publication-title: International Journal of Food Properties doi: 10.1080/10942912.2016.1230744 – volume: 185 start-page: 326 year: 2015 ident: 10.1016/j.foodcont.2025.111352_bib197 article-title: A unique quantitative method of acid value of edible oils and studying the impact of heating on edible oils by UV-Vis spectrometry publication-title: Food Chemistry doi: 10.1016/j.foodchem.2015.04.005 – volume: 62 start-page: 5744 issue: 21 year: 2022 ident: 10.1016/j.foodcont.2025.111352_bib120 article-title: Application of vibrational spectroscopic techniques for determination of thermal degradation of frying oils and fats: A review publication-title: Critical Reviews in Food Science and Nutrition doi: 10.1080/10408398.2021.1891520 – volume: 3 start-page: 71 issue: 3 year: 2024 ident: 10.1016/j.foodcont.2025.111352_bib23 article-title: Biochemical analysis and nutritional benefits of various edible oils – a comprehensive review publication-title: Futuristic Trends in Chemical Material Sciences & Nano Technology – volume: 11 issue: 3 year: 2022 ident: 10.1016/j.foodcont.2025.111352_bib40 article-title: An overview of the successful application of vibrational spectroscopy techniques to quantify nutraceuticals in fruits and plants publication-title: Foods doi: 10.3390/foods11030315 – volume: 146 issue: February year: 2021 ident: 10.1016/j.foodcont.2025.111352_bib166 article-title: The use of Raman spectroscopy and chemometrics for the discrimination of lab-produced, commercial, and adulterated cold-pressed oils publication-title: Lwt – volume: 147 issue: May year: 2021 ident: 10.1016/j.foodcont.2025.111352_bib71 article-title: Evaluation of oxygen partial pressure, temperature and stripping of antioxidants for accelerated shelf-life testing of oil blends using 1H NMR publication-title: Food Research International – year: 2019 ident: 10.1016/j.foodcont.2025.111352_bib148 – volume: 180 issue: May year: 2022 ident: 10.1016/j.foodcont.2025.111352_bib45 article-title: Feasibility study on Raman spectra-based deep learning models for monitoring the contamination degree and level of aflatoxin B1 in edible oil publication-title: Microchemical Journal – volume: 18 start-page: 189 issue: 1 year: 2019 ident: 10.1016/j.foodcont.2025.111352_bib69 article-title: Nuclear magnetic resonance (NMR) spectroscopy in food science: A comprehensive review publication-title: Comprehensive Reviews in Food Science and Food Safety doi: 10.1111/1541-4337.12408 – volume: 2 issue: December 2023 year: 2023 ident: 10.1016/j.foodcont.2025.111352_bib79 article-title: International commission on harmonisation. ICH Q2 (R2) validation of analytical procedures publication-title: European Agency for the Evaluation of Medicinal Products – volume: 2023 year: 2023 ident: 10.1016/j.foodcont.2025.111352_bib168 article-title: Nondestructive detection of moisture content in palm oil by using portable vibrational spectroscopy and optimal prediction algorithms publication-title: Journal of Analytical Methods in Chemistry doi: 10.1155/2023/3364720 – volume: 37 issue: Issue November year: 2022 ident: 10.1016/j.foodcont.2025.111352_bib138 article-title: Spectral sensing using a handheld NIR module based on a fully integrated sensor chip – volume: 134 start-page: 162 issue: 1 year: 2012 ident: 10.1016/j.foodcont.2025.111352_bib67 article-title: Study by 1H NMR spectroscopy of the evolution of extra virgin olive oil composition submitted to frying temperature in an industrial fryer for a prolonged period of time publication-title: Food Chemistry doi: 10.1016/j.foodchem.2012.02.083 – volume: 14 issue: 12 year: 2022 ident: 10.1016/j.foodcont.2025.111352_bib113 article-title: Chronic aflatoxin exposure and cognitive and language development in young children of Bangladesh: A longitudinal study publication-title: Toxins doi: 10.3390/toxins14120855 – volume: 62 start-page: 8009 issue: 29 year: 2022 ident: 10.1016/j.foodcont.2025.111352_bib129 article-title: An overview of recent advances and applications of FT-IR spectroscopy for quality, authenticity, and adulteration detection in edible oils publication-title: Critical Reviews in Food Science and Nutrition doi: 10.1080/10408398.2021.1922872 – volume: 15 start-page: 4138 issue: 5 year: 2021 ident: 10.1016/j.foodcont.2025.111352_bib94 article-title: UV–Vis spectroscopy for the estimation of variety and chemical parameters of olive oils publication-title: Journal of Food Measurement and Characterization doi: 10.1007/s11694-021-00986-8 – ident: 10.1016/j.foodcont.2025.111352_bib128 – volume: 342 issue: May 2020 year: 2021 ident: 10.1016/j.foodcont.2025.111352_bib179 article-title: Weighted multiscale support vector regression for fast quantification of vegetable oils in edible blend oil by ultraviolet-visible spectroscopy publication-title: Food Chemistry – volume: 133 year: 2023 ident: 10.1016/j.foodcont.2025.111352_bib89 article-title: Quantitative analysis of residues of chlorpyrifos in corn oil based on Fourier transform near-infrared spectroscopy and deep transfer learning publication-title: Infrared Physics & Technology doi: 10.1016/j.infrared.2023.104814 – volume: 2020 year: 2020 ident: 10.1016/j.foodcont.2025.111352_bib204 article-title: Chemical and physical properties of meadowfoam seed oil and extra virgin olive oil: Focus on vibrational spectroscopy publication-title: Journal of Spectroscopy doi: 10.1155/2020/8870170 – volume: 33 start-page: 778 issue: 5 year: 2023 ident: 10.1016/j.foodcont.2025.111352_bib98 article-title: Analysis of ortho-phthalates and other plasticizers in select organic and conventional foods in the United States publication-title: Journal of Exposure Science and Environmental Epidemiology doi: 10.1038/s41370-023-00596-0 – volume: 125 issue: October 2023 year: 2024 ident: 10.1016/j.foodcont.2025.111352_bib1 article-title: Quantitative SERS detection of Aflatoxin B1 in edible crude palm oil using QuEChERS combined with chemometrics publication-title: Journal of Food Composition and Analysis – volume: 101 start-page: 3328 issue: 8 year: 2021 ident: 10.1016/j.foodcont.2025.111352_bib86 article-title: Determination of acid value during edible oil storage using a portable NIR spectroscopy system combined with variable selection algorithms based on an MPA-based strategy publication-title: Journal of the Science of Food and Agriculture doi: 10.1002/jsfa.10962 – volume: 113 issue: January year: 2021 ident: 10.1016/j.foodcont.2025.111352_bib84 article-title: Recent trends in the use of FTIR spectroscopy integrated with chemometrics for the detection of edible oil adulteration publication-title: Vibrational Spectroscopy – volume: 6 start-page: 773 issue: 4 year: 2018 ident: 10.1016/j.foodcont.2025.111352_bib93 article-title: Geographical discrimination of palm oils (Elaeis guineensis) using quality characteristics and UV-visible spectroscopy publication-title: Food Science and Nutrition doi: 10.1002/fsn3.614 – volume: 156 year: 2025 ident: 10.1016/j.foodcont.2025.111352_bib6 article-title: Advanced food contaminant detection through multi-source data fusion: Strategies, applications, and future perspectives publication-title: Trends in Food Science & Technology doi: 10.1016/j.tifs.2024.104851 – volume: 14 start-page: 226 issue: 2017 year: 2018 ident: 10.1016/j.foodcont.2025.111352_bib173 article-title: Multivariate study of Raman spectral data of edible oils publication-title: WSEAS Transactions on Environment and Development – volume: 8 start-page: 247 issue: 7 year: 2018 ident: 10.1016/j.foodcont.2025.111352_bib96 article-title: Effect of temperature on optical properties of vegetable oils using UV-vis and laser fluorescence spectroscopy publication-title: Optics and Photonics Journal doi: 10.4236/opj.2018.87021 – volume: 30 start-page: 504 issue: 2 year: 2013 ident: 10.1016/j.foodcont.2025.111352_bib153 article-title: Feasibility of using NIR spectroscopy to detect herbicide residues in intact olives publication-title: Food Control doi: 10.1016/j.foodcont.2012.07.045 – volume: 64 start-page: 7.1 issue: 1 year: 2022 ident: 10.1016/j.foodcont.2025.111352_bib52 article-title: Rapid assessment of canola spoilage under sub-optimal storage condition using FTIR spectroscopy publication-title: Canadian Biosystems Engineering doi: 10.7451/CBE.2022.64.7.1 – volume: 8 issue: April year: 2024 ident: 10.1016/j.foodcont.2025.111352_bib167 article-title: Artificial intelligence for honey integrity in Ghana: A feasibility study on the use of smartphone images coupled with multivariate algorithms publication-title: Smart Agricultural Technology – volume: 246 year: 2021 ident: 10.1016/j.foodcont.2025.111352_bib108 article-title: Geographical discrimination and adulteration analysis for edible oils using two-dimensional correlation spectroscopy and convolutional neural networks (CNNs) publication-title: Spectrochimica Acta - Part A: Molecular and Biomolecular Spectroscopy doi: 10.1016/j.saa.2020.118973 – volume: 16 start-page: 263 issue: 2 year: 2017 ident: 10.1016/j.foodcont.2025.111352_bib36 article-title: Glycidyl fatty acid esters in refined edible oils: A review on formation, occurrence, analysis, and elimination methods publication-title: Comprehensive Reviews in Food Science and Food Safety doi: 10.1111/1541-4337.12251 – start-page: 1 year: 2022 ident: 10.1016/j.foodcont.2025.111352_bib37 article-title: Standard for named vegetable oils CODEX STAN 210-1999 publication-title: Codex Alimentarius – volume: 12 start-page: 1 issue: 16 year: 2020 ident: 10.1016/j.foodcont.2025.111352_bib109 article-title: Recent advances of hyperspectral imaging technology and applications in agriculture publication-title: Remote Sensing doi: 10.3390/rs12162659 – volume: 31 year: 2023 ident: 10.1016/j.foodcont.2025.111352_bib13 – volume: 143 issue: September 2020 year: 2021 ident: 10.1016/j.foodcont.2025.111352_bib159 article-title: Quality alert from direct discrimination of polycyclic aromatic hydrocarbons in edible oil by liquid-interfacial surface-enhanced Raman spectroscopy publication-title: Lwt – volume: 154 issue: July 2021 year: 2022 ident: 10.1016/j.foodcont.2025.111352_bib26 article-title: 3D front face fluorescence spectroscopy as a tool for monitoring the oxidation level of edible vegetable oil during storage at 60 °C publication-title: Lwt – volume: 405 issue: PA year: 2023 ident: 10.1016/j.foodcont.2025.111352_bib107 article-title: Detection of wheat toxigenic Aspergillus flavus based on nano-composite colorimetric sensing technology publication-title: Food Chemistry – volume: 433 issue: January 2023 year: 2024 ident: 10.1016/j.foodcont.2025.111352_bib180 article-title: Qualitative and quantitative studies of phthalates in extra virgin olive oil (EVOO) by surface-enhanced Raman spectroscopy (SERS) combined with long short term memory (LSTM) neural network publication-title: Food Chemistry – volume: 388 issue: March year: 2022 ident: 10.1016/j.foodcont.2025.111352_bib4 article-title: Fraud detection in crude palm oil using SERS combined with chemometrics publication-title: Food Chemistry – volume: 8 issue: December 2023 year: 2024 ident: 10.1016/j.foodcont.2025.111352_bib77 article-title: Machine learning identification of edible vegetable oils from fatty acid compositions and hyperspectral images publication-title: Current Research in Food Science – volume: 6 start-page: 1 issue: September year: 2022 ident: 10.1016/j.foodcont.2025.111352_bib140 article-title: Rapid fatty acids detection of vegetable oils by Raman spectroscopy based on competitive adaptive reweighted sampling coupled with support vector regression publication-title: Food Quality and Safety – year: 2023 ident: 10.1016/j.foodcont.2025.111352_bib46 article-title: Food analysis and quality control publication-title: Food Analysis and Quality Control doi: 10.59317/9789395319300 – volume: 10 start-page: S3870 year: 2017 ident: 10.1016/j.foodcont.2025.111352_bib195 article-title: Study of physicochemical properties of edible oil and evaluation of frying oil quality by Fourier Transform-Infrared (FT-IR) Spectroscopy publication-title: Arabian Journal of Chemistry doi: 10.1016/j.arabjc.2014.05.025 – volume: 26 year: 2019 ident: 10.1016/j.foodcont.2025.111352_bib17 – volume: 68 start-page: 121 issue: 2 year: 2019 ident: 10.1016/j.foodcont.2025.111352_bib75 article-title: Rapid determination of acid value of edible oils via ftir spectroscopy using inFrared Quartz Cuvette publication-title: Journal of Oleo Science doi: 10.5650/jos.ess18156 – start-page: 1 year: 2017 ident: 10.1016/j.foodcont.2025.111352_bib122 article-title: Iodine value determination of edible oils using ATR‐FTIR and chemometric methods publication-title: European Journal of Lipid Science and Technology – volume: 9 issue: 14 year: 2019 ident: 10.1016/j.foodcont.2025.111352_bib146 article-title: Raman spectroscopy and 2DCOS analysis of unsaturated fatty acid in edible vegetable oils publication-title: Applied Sciences (Switzerland) – volume: 11 start-page: 1 year: 2019 ident: 10.1016/j.foodcont.2025.111352_bib149 – volume: 119 issue: November 2022 year: 2023 ident: 10.1016/j.foodcont.2025.111352_bib183 article-title: Detection of antioxidants in edible oil by two-dimensional correlation spectroscopy combined with convolutional neural network publication-title: Journal of Food Composition and Analysis – volume: 108 issue: December 2021 year: 2022 ident: 10.1016/j.foodcont.2025.111352_bib181 article-title: Identification of olive oil in vegetable blend oil by one-dimensional convolutional neural network combined with Raman spectroscopy publication-title: Journal of Food Composition and Analysis – volume: 7 start-page: 75 issue: 2 year: 2020 ident: 10.1016/j.foodcont.2025.111352_bib99 article-title: Trans fatty acid analysis of frying oil using atr-ftir spectroscopy: A study on Indian traditional snack foods publication-title: Journal of Food Quality and Hazards Control – year: 2004 ident: 10.1016/j.foodcont.2025.111352_bib53 article-title: Guidance for industry Part 11, electronic records; electronic signatures — scope and application – volume: 2 year: 2017 ident: 10.1016/j.foodcont.2025.111352_bib123 article-title: Nuclear magnetic resonance spectroscopy – volume: 12 issue: 3 year: 2023 ident: 10.1016/j.foodcont.2025.111352_bib114 article-title: Hyperspectral imaging and chemometrics for authentication of extra virgin olive oil: A comparative approach with FTIR, UV-VIS, Raman, and GC-MS publication-title: Foods doi: 10.3390/foods12030429 – volume: 9 start-page: 1 issue: 7 year: 2023 ident: 10.1016/j.foodcont.2025.111352_bib185 article-title: Advancements and applications of Raman spectroscopy in rapid quality and safety detection of fruits and vegetables publication-title: Horticulturae doi: 10.3390/horticulturae9070843 – volume: 121 start-page: 501 issue: 3048 year: 1928 ident: 10.1016/j.foodcont.2025.111352_bib150 article-title: A new type of secondary radiation [11] publication-title: Nature doi: 10.1038/121501c0 – volume: 9 start-page: 2060 issue: 7 year: 2016 ident: 10.1016/j.foodcont.2025.111352_bib91 article-title: Rapid and non-destructive determination of oil content of peanut (Arachis hypogaea L.) using hyperspectral imaging analysis publication-title: Food Analytical Methods doi: 10.1007/s12161-015-0384-3 – volume: 2022 year: 2022 ident: 10.1016/j.foodcont.2025.111352_bib190 article-title: Rapid determination of aflatoxin B1Contamination in peanut oil by fourier transform near-infrared spectroscopy publication-title: Journal of Spectroscopy doi: 10.1155/2022/9223424 – volume: 14 start-page: 1 issue: 1 year: 2021 ident: 10.1016/j.foodcont.2025.111352_bib18 article-title: Recent advancements on vibrational spectroscopic techniques for the detection of authenticity and adulteration in horticultural products with a specific focus on oils, juices and powders publication-title: Food and Bioprocess Technology doi: 10.1007/s11947-020-02505-x – volume: 4 start-page: 1 issue: 4 year: 2019 ident: 10.1016/j.foodcont.2025.111352_bib142 article-title: UV-Vis spectroscopy publication-title: Physical Sciences Reviews doi: 10.1515/psr-2018-0008 – volume: 10 start-page: 82 issue: 6 year: 2018 ident: 10.1016/j.foodcont.2025.111352_bib144 article-title: Monitoring oxidative levels of frying oils using ftir spectroscopy and multivariate calibration publication-title: International Journal of Applied Pharmaceutics doi: 10.22159/ijap.2018v10i6.29716 – volume: 56 issue: November year: 2023 ident: 10.1016/j.foodcont.2025.111352_bib202 article-title: Data fusion of FT-NIR and ATR-FTIR spectra for accurate authentication of geographical indications for Gastrodia elata Blume publication-title: Food Bioscience – volume: 70 issue: 10 year: 2021 ident: 10.1016/j.foodcont.2025.111352_bib165 article-title: Edible oils adulteration: A review on regulatory compliance and its detection technologies publication-title: Journal of Oleo Science doi: 10.5650/jos.ess21109 – volume: 31 start-page: 1 issue: 3 year: 2017 ident: 10.1016/j.foodcont.2025.111352_bib55 article-title: Calibration transfer between NIR spectrometers: New proposals and a comparative study publication-title: Journal of Chemometrics doi: 10.1002/cem.2874 – volume: 513 start-page: 507 issue: 5 year: 2018 ident: 10.1016/j.foodcont.2025.111352_bib97 article-title: A 43 MHz low-field benchtop 1 H nuclear magnetic resonance method to discriminate Perilla oil authenticity publication-title: Journal of Oleo Science doi: 10.5650/jos.ess17243 – volume: 385 issue: December 2021 year: 2022 ident: 10.1016/j.foodcont.2025.111352_bib191 article-title: Highly efficient authentication of edible oils by FTIR spectroscopy coupled with chemometrics publication-title: Food Chemistry – volume: 6 start-page: 209 issue: 3 year: 2016 ident: 10.1016/j.foodcont.2025.111352_bib27 article-title: Raman spectroscopy – basic principle, instrumentation and selected applications for the characterization of drugs of abuse publication-title: Egyptian Journal of Forensic Sciences doi: 10.1016/j.ejfs.2015.06.001 – volume: 19 issue: 2 year: 2024 ident: 10.1016/j.foodcont.2025.111352_bib164 article-title: Detecting olive oil fraud with near-infrared spectroscopy and chemometrics: A modern safety control approach publication-title: Jundishapur Journal of Natural Pharmaceutical Products doi: 10.5812/jjnpp-142389 – volume: 7 start-page: 9164 issue: 11 year: 2022 ident: 10.1016/j.foodcont.2025.111352_bib145 article-title: Rapid iodine value estimation using a handheld Raman spectrometer for on-site, reagent-free authentication of edible oils publication-title: ACS Omega doi: 10.1021/acsomega.1c05123 – volume: 11 start-page: 1 issue: 12 year: 2021 ident: 10.1016/j.foodcont.2025.111352_bib161 article-title: Reflectance spectroscopy with multivariate methods for non-destructive discrimination of edible oil adulteration publication-title: Biosensors doi: 10.3390/bios11120492 – volume: 2021 year: 2021 ident: 10.1016/j.foodcont.2025.111352_bib54 article-title: Edible oil parameters during deterioration processes publication-title: International Journal of Food Science doi: 10.1155/2021/7105170 – volume: 4 start-page: 11 year: 2020 ident: 10.1016/j.foodcont.2025.111352_bib163 article-title: Review on palm oil contaminants related to 3-monochloropropane-1, 2-diol (3-MCPD) and glycidyl esters (GE) publication-title: Food Research doi: 10.26656/fr.2017.4(S6).051 – volume: 69 start-page: 827 year: 2022 ident: 10.1016/j.foodcont.2025.111352_bib28 – volume: 10 start-page: 24073 issue: 40 year: 2020 ident: 10.1016/j.foodcont.2025.111352_bib48 article-title: An indirect analytical approach based on ATR-FTIR spectroscopy for determining the FFA content in vegetable oils publication-title: RSC Advances doi: 10.1039/D0RA03668D – volume: 5 issue: 19 year: 2019 ident: 10.1016/j.foodcont.2025.111352_bib80 article-title: Spectrophotometric investigation in the ultraviolet publication-title: COI/T.20/Doc. No 19/Rev. – volume: 18 start-page: 359 issue: 4 year: 2023 ident: 10.1016/j.foodcont.2025.111352_bib192 article-title: Food fraud: A persistent problem that demands a comprehensive approach publication-title: Journal Fur Verbraucherschutz Und Lebensmittelsicherheit doi: 10.1007/s00003-023-01465-6 – year: 2020 ident: 10.1016/j.foodcont.2025.111352_bib83 – volume: 98 start-page: 323 issue: November 2018 year: 2019 ident: 10.1016/j.foodcont.2025.111352_bib19 article-title: Rapid detection of authenticity and adulteration of cold pressed black cumin seed oil: A comparative study of ATR–FTIR spectroscopy and synchronous fluorescence with multivariate data analysis publication-title: Food Control doi: 10.1016/j.foodcont.2018.11.055 – volume: 12 issue: 10 year: 2022 ident: 10.1016/j.foodcont.2025.111352_bib81 article-title: Design of a hollow-core photonic crystal fiber based edible oil sensor publication-title: Crystals doi: 10.3390/cryst12101362 – volume: 27 start-page: 1 issue: 18 year: 2022 ident: 10.1016/j.foodcont.2025.111352_bib136 article-title: 1H LF-NMR self-diffusion measurements for rapid monitoring of an edible oil's food quality with respect to its oxidation status publication-title: Molecules doi: 10.3390/molecules27186064 – volume: 130 start-page: 903 year: 2017 ident: 10.1016/j.foodcont.2025.111352_bib194 – volume: 26 issue: 16 year: 2021 ident: 10.1016/j.foodcont.2025.111352_bib158 article-title: Laser-induced breakdown spectroscopy: An efficient tool for food science and technology (from the analysis of martian rocks to the analysis of Olive Oil, Honey, Milk and other natural earth products) publication-title: Molecules doi: 10.3390/molecules26164981 – volume: 122 issue: June year: 2023 ident: 10.1016/j.foodcont.2025.111352_bib131 article-title: Potential of nuclear magnetic resonance for the determination of organochlorine in edible oils publication-title: Journal of Food Composition and Analysis – volume: 136 start-page: 4232 issue: 20 year: 2011 ident: 10.1016/j.foodcont.2025.111352_bib151 article-title: Standardization of Raman spectra for transfer of spectral libraries across different instruments publication-title: Analyst doi: 10.1039/c1an15636e – volume: 1 year: 2021 ident: 10.1016/j.foodcont.2025.111352_bib43 – volume: 29 issue: 5 year: 2024 ident: 10.1016/j.foodcont.2025.111352_bib172 article-title: NMR analysis of extra virgin olive oil of the epirus region of Greece with emphasis on selected phenolic compounds publication-title: Molecules doi: 10.3390/molecules29051111 – volume: 11 start-page: 1 issue: 8 year: 2021 ident: 10.1016/j.foodcont.2025.111352_bib160 article-title: Rapid detection of fatty acids in edible oils using vis-nir reflectance spectroscopy with multivariate methods publication-title: Biosensors doi: 10.3390/bios11080261 – volume: 178 issue: November 2021 year: 2022 ident: 10.1016/j.foodcont.2025.111352_bib116 article-title: Application of IR and UV–VIS spectroscopies and multivariate analysis for the classification of waste vegetable oils publication-title: Resources, Conservation and Recycling – volume: 133 year: 2023 ident: 10.1016/j.foodcont.2025.111352_bib199 article-title: Determination of residual levels of procymidone in rapeseed oil using near-infrared spectroscopy combined with multivariate analysis publication-title: Infrared Physics & Technology doi: 10.1016/j.infrared.2023.104827 – volume: 313 issue: February year: 2024 ident: 10.1016/j.foodcont.2025.111352_bib103 article-title: Ultrasensitive SERS quantitative detection of antioxidants via diazo derivatization reaction and deep learning for signal fluctuation mitigation publication-title: Spectrochimica Acta - Part A: Molecular and Biomolecular Spectroscopy – year: 2021 ident: 10.1016/j.foodcont.2025.111352_bib110 article-title: Academic and industry collaboration: A literature review – volume: 14 issue: 5 year: 2019 ident: 10.1016/j.foodcont.2025.111352_bib126 article-title: Standardization of complex biologically derived spectrochemical datasets publication-title: Nature Protocols doi: 10.1038/s41596-019-0150-x – volume: 13 issue: 7 year: 2023 ident: 10.1016/j.foodcont.2025.111352_bib57 article-title: Characterizing variances of adulterated extra virgin olive oils by UV-vis spectroscopy combined with analysis of variance-projected difference resolution (ANOVA-PDR) and multivariate classification publication-title: Applied Sciences (Switzerland) – volume: 28 issue: 7 year: 2023 ident: 10.1016/j.foodcont.2025.111352_bib92 article-title: The use of infrared spectroscopy for the quantification of bioactive compounds in food: A review publication-title: Molecules doi: 10.3390/molecules28073215 – volume: 106 issue: October 2019 year: 2020 ident: 10.1016/j.foodcont.2025.111352_bib102 article-title: Thermal degradation in edible oils by surface enhanced Raman spectroscopy calibrated with iodine values publication-title: Vibrational Spectroscopy – volume: 101 start-page: 172 issue: May year: 2020 ident: 10.1016/j.foodcont.2025.111352_bib105 article-title: Review of NIR spectroscopy methods for nondestructive quality analysis of oilseeds and edible oils publication-title: Trends in Food Science and Technology doi: 10.1016/j.tifs.2020.05.002 – volume: 21 start-page: 332 issue: 2 year: 2017 ident: 10.1016/j.foodcont.2025.111352_bib171 article-title: Development of UV-vis spectrophotometric method for rapid nickel determination in original oil matrix publication-title: Süleyman Demirel Üniversitesi Fen Bilimleri Enstitüsü Dergisi doi: 10.19113/sdufbed.67183 – volume: 191 start-page: 324 issue: May 2018 year: 2019 ident: 10.1016/j.foodcont.2025.111352_bib74 article-title: Safety analysis of edible oil products via Raman spectroscopy publication-title: Talanta doi: 10.1016/j.talanta.2018.08.074 – volume: 125 issue: January 2023 year: 2024 ident: 10.1016/j.foodcont.2025.111352_bib5 article-title: Rapid quantitative analysis of acetamiprid residue in crude palm oil using SERS coupled with random frog (RF) algorithm publication-title: Journal of Food Composition and Analysis – volume: 8 issue: 2 year: 2016 ident: 10.1016/j.foodcont.2025.111352_bib33 article-title: Automatic 1H-NMR screening of fatty acid composition in edible oils publication-title: Nutrients doi: 10.3390/nu8020093 – volume: 94 start-page: 257 issue: 2 year: 2017 ident: 10.1016/j.foodcont.2025.111352_bib78 article-title: Reliability of 1H NMR analysis for assessment of lipid oxidation at frying temperatures publication-title: JAOCS, Journal of the American Oil Chemists’ Society doi: 10.1007/s11746-016-2945-z – year: 2019 ident: 10.1016/j.foodcont.2025.111352_bib8 article-title: Essentials of pharmaceutical analysis – volume: 103 start-page: 101 issue: December 2018 year: 2019 ident: 10.1016/j.foodcont.2025.111352_bib32 article-title: Non-destructive assessment of the oxidative stability of intact macadamia nuts during the drying process by near-infrared spectroscopy publication-title: Lwt doi: 10.1016/j.lwt.2018.12.056 – volume: 373 year: 2022 ident: 10.1016/j.foodcont.2025.111352_bib201 article-title: The application of machine-learning and Raman spectroscopy for the rapid detection of edible oils type and adulteration publication-title: Food Chemistry doi: 10.1016/j.foodchem.2021.131471 – volume: 2 start-page: 14 issue: 1 year: 2014 ident: 10.1016/j.foodcont.2025.111352_bib10 article-title: Detection and quantification of adulteration in olive oil using a UV- spectrophotometric method publication-title: مجلة جامعة فلسطين التقنية للأبحاث doi: 10.53671/pturj.v2i1.23 – volume: 121 issue: May 2020 year: 2021 ident: 10.1016/j.foodcont.2025.111352_bib50 article-title: Adulteration detection of corn oil, rapeseed oil and sunflower oil in camellia oil by in situ diffuse reflectance near-infrared spectroscopy and chemometrics publication-title: Food Control – volume: 126 year: 2023 ident: 10.1016/j.foodcont.2025.111352_bib182 article-title: Qualitative and quantitative studies of plasticizers in extra virgin olive oil by surface-enhanced Raman spectroscopy combined with chemometrics publication-title: Vibrational Spectroscopy doi: 10.1016/j.vibspec.2023.103527 – start-page: 6 year: 2022 ident: 10.1016/j.foodcont.2025.111352_bib41 article-title: Spectrometers in wonderland: Shrinking, shrinking, shrinking publication-title: Spectroscopy doi: 10.56530/spectroscopy.lz8466z5 – volume: 125 issue: September 2020 year: 2021 ident: 10.1016/j.foodcont.2025.111352_bib61 article-title: The detection of glycidyl ester in edible palm-based cooking oil using FTIR-chemometrics and 1H NMR analysis publication-title: Food Control – volume: 8 start-page: 1 issue: 1 year: 2018 ident: 10.1016/j.foodcont.2025.111352_bib95 article-title: Non-destructive inspection of food and technical oils by terahertz spectroscopy publication-title: Scientific Reports doi: 10.1038/s41598-018-36151-3 – volume: 58 start-page: 832 issue: 5 year: 2018 ident: 10.1016/j.foodcont.2025.111352_bib21 article-title: Olive oil authentication: A comparative analysis of regulatory frameworks with especial emphasis on quality and authenticity indices, and recent analytical techniques developed for their assessment. A review publication-title: Critical Reviews in Food Science and Nutrition doi: 10.1080/10408398.2016.1225666 – volume: 15 start-page: 1 issue: 9 year: 2023 ident: 10.1016/j.foodcont.2025.111352_bib58 article-title: Virgin olive oil ranks first in a new nutritional quality score due to its compositional profile publication-title: Nutrients doi: 10.3390/nu15092127 – volume: 110 start-page: 841 issue: February year: 2021 ident: 10.1016/j.foodcont.2025.111352_bib130 article-title: The spectral treasure house of miniaturized instruments for food safety, quality and authenticity applications: A perspective publication-title: Trends in Food Science and Technology doi: 10.1016/j.tifs.2021.01.091 – year: 2013 ident: 10.1016/j.foodcont.2025.111352_bib56 – volume: 48 start-page: 65 issue: 1 year: 2023 ident: 10.1016/j.foodcont.2025.111352_bib60 article-title: Physicochemical evaluation and ftir characterisation of the oil extracted from Avocado seed publication-title: Journal of Chemical Society of Nigeria doi: 10.46602/jcsn.v48i1.849 – volume: 86 start-page: 174 year: 2017 ident: 10.1016/j.foodcont.2025.111352_bib90 article-title: Chemometric classification and quantification of olive oil in blends with any edible vegetable oils using FTIR-ATR and Raman spectroscopy publication-title: Lwt doi: 10.1016/j.lwt.2017.07.050 – volume: 10 start-page: 117 issue: September 2022 year: 2023 ident: 10.1016/j.foodcont.2025.111352_bib133 article-title: Potential human health risks associated with ingestion of heavy metals through fish consumption in the Gulf of Guinea publication-title: Toxicology Reports doi: 10.1016/j.toxrep.2023.01.005 – volume: 124 issue: August 2020 year: 2021 ident: 10.1016/j.foodcont.2025.111352_bib135 article-title: Potential of front face fluorescence spectroscopy and fluorescence imaging in discriminating adulterated extra-virgin olive oil with virgin olive oil publication-title: Food Control – volume: 336 issue: April 2022 year: 2023 ident: 10.1016/j.foodcont.2025.111352_bib174 article-title: Extraction of physicochemical properties from the fluorescence spectrum with 1D convolutional neural networks : Application to olive oil publication-title: Journal of Food Engineering – volume: 0 start-page: 1 issue: 0 year: 2021 ident: 10.1016/j.foodcont.2025.111352_bib162 article-title: Advanced techniques in edible oil authentication: A systematic review and critical analysis publication-title: Critical Reviews in Food Science and Nutrition – volume: 125 issue: April 2023 year: 2024 ident: 10.1016/j.foodcont.2025.111352_bib2 article-title: Multicomponent prediction of Sudan dye adulteration in crude palm oil using SERS – based bimetallic nanoflower combined with genetic algorithm publication-title: Journal of Food Composition and Analysis – volume: 13 start-page: 1 issue: June year: 2022 ident: 10.1016/j.foodcont.2025.111352_bib7 article-title: Strengthening the bridge between academic and the industry through the academia-industry collaboration plan design model publication-title: Frontiers in Psychology – volume: 14 start-page: 1826 issue: 9 year: 2021 ident: 10.1016/j.foodcont.2025.111352_bib87 article-title: Quantitative detection of acid value during edible oil storage by Raman spectroscopy: Comparison of the optimization effects of BOSS and VCPA algorithms on the characteristic Raman spectra of edible oils publication-title: Food Analytical Methods doi: 10.1007/s12161-020-01939-5 – volume: 11 start-page: 1012 issue: 4 year: 2018 ident: 10.1016/j.foodcont.2025.111352_bib115 article-title: Polyphenols fingerprinting in olive oils through maximum-quantum NMR spectroscopy publication-title: Food Analytical Methods doi: 10.1007/s12161-017-1069-x – volume: 2017 year: 2017 ident: 10.1016/j.foodcont.2025.111352_bib59 – volume: 7 start-page: 1170 issue: 11 year: 2018 ident: 10.1016/j.foodcont.2025.111352_bib175 article-title: Development and optimization of UV-vis spectroscopy - a review publication-title: World Journal of Pharmaceutical Research – volume: 4 start-page: 127 year: 2020 ident: 10.1016/j.foodcont.2025.111352_bib193 article-title: Principles, developments and applications of laser-induced breakdown spectroscopy in agriculture: A review publication-title: Artificial Intelligence in Agriculture doi: 10.1016/j.aiia.2020.07.001 – volume: 196 start-page: 539 year: 2016 ident: 10.1016/j.foodcont.2025.111352_bib42 article-title: Using near infrared spectroscopy to classify soybean oil according to expiration date publication-title: Food Chemistry doi: 10.1016/j.foodchem.2015.09.076 – volume: 58 start-page: 832 issue: 5 year: 2018 ident: 10.1016/j.foodcont.2025.111352_bib22 article-title: Olive oil authentication: A comparative analysis of regulatory frameworks with especial emphasis on quality and authenticity indices, and recent analytical techniques developed for their assessment. A review publication-title: Critical Reviews in Food Science and Nutrition doi: 10.1080/10408398.2016.1225666 – volume: 36 start-page: 1589 issue: 11 year: 2019 ident: 10.1016/j.foodcont.2025.111352_bib170 article-title: Rapid and nondestructive fraud detection of palm oil adulteration with Sudan dyes using portable NIR spectroscopic techniques publication-title: Food Additives & Contaminants Part A Chemistry, Analysis, Control, Exposure and Risk Assessment – volume: 26 start-page: 1 issue: 16 year: 2021 ident: 10.1016/j.foodcont.2025.111352_bib184 article-title: Composition profiling and authenticity assessment of camellia oil using high field and low field1h nmr publication-title: Molecules doi: 10.3390/molecules26164738 – volume: 2 start-page: 14 issue: 1 year: 2014 ident: 10.1016/j.foodcont.2025.111352_bib11 article-title: Detection and quantification of adulteration in olive oil using a UV- spectrophotometric method publication-title: Palestine Technical University Research Journal doi: 10.53671/pturj.v2i1.23 – volume: 28 start-page: 1 issue: 1 year: 2023 ident: 10.1016/j.foodcont.2025.111352_bib85 article-title: Molecular dynamics and chain length of edible oil using low-field nuclear magnetic resonance publication-title: Molecules – volume: 101 start-page: 172 issue: April year: 2020 ident: 10.1016/j.foodcont.2025.111352_bib104 article-title: Review of NIR spectroscopy methods for nondestructive quality analysis of oilseeds and edible oils publication-title: Trends in Food Science and Technology doi: 10.1016/j.tifs.2020.05.002 – volume: 11 start-page: 678 issue: 10 year: 2020 ident: 10.1016/j.foodcont.2025.111352_bib44 article-title: A study of degradation in vegetable oils by exposure to sunlight using fourier transform infrared spectroscopy publication-title: Materials Sciences and Applications doi: 10.4236/msa.2020.1110046 – volume: 159 issue: July year: 2020 ident: 10.1016/j.foodcont.2025.111352_bib25 article-title: Quantification and classification of vegetable oils in extra virgin olive oil samples using a portable near-infrared spectrometer associated with chemometrics publication-title: Microchemical Journal – volume: 7 start-page: 1285 issue: 6 year: 2014 ident: 10.1016/j.foodcont.2025.111352_bib34 article-title: Evaluation and optimization of the analysis of fatty acid types in edible oils by 1H-NMR publication-title: Food Analytical Methods doi: 10.1007/s12161-013-9747-9 – volume: 137 issue: PA year: 2025 ident: 10.1016/j.foodcont.2025.111352_bib203 article-title: Rapid detection of oil content in Camellia oleifera kernels based on hyperspectral imaging and machine learning publication-title: Journal of Food Composition and Analysis – volume: 133 issue: PB year: 2022 ident: 10.1016/j.foodcont.2025.111352_bib88 article-title: Non-destructive detection of multi-component heavy metals in corn oil using nano-modified colorimetric sensor combined with near-infrared spectroscopy publication-title: Food Control – volume: 9 issue: 10 year: 2023 ident: 10.1016/j.foodcont.2025.111352_bib132 article-title: Multivariate modelling analysis for prediction of glycidyl esters and 3-monochloropropane-1,2-diol (3-MCPD) formation in periodically heated palm oil publication-title: Heliyon doi: 10.1016/j.heliyon.2023.e20413 – start-page: 1 year: 2019 ident: 10.1016/j.foodcont.2025.111352_bib64 article-title: Development of a low-cost UV-vis spectrophotometer and its application for the detection of mercuric ions assisted by chemosensors publication-title: Sensors MDPI – volume: 2 year: 2017 ident: 10.1016/j.foodcont.2025.111352_bib124 article-title: Nuclear magnetic resonance spectroscopy – year: 2023 ident: 10.1016/j.foodcont.2025.111352_bib121 – volume: 21 start-page: 4056 issue: 5 year: 2022 ident: 10.1016/j.foodcont.2025.111352_bib111 article-title: Nuclear magnetic resonance spectroscopy in extra virgin olive oil authentication publication-title: Comprehensive Reviews in Food Science and Food Safety doi: 10.1111/1541-4337.13005 – volume: 206 issue: July 2019 year: 2020 ident: 10.1016/j.foodcont.2025.111352_bib117 article-title: Study of the nonlinear optical response and thermal stability of edible oils using the Z-scan technique publication-title: Talanta – volume: 74 start-page: 645 issue: 6 year: 2020 ident: 10.1016/j.foodcont.2025.111352_bib100 article-title: Differentiation of edible oils by type using Raman spectroscopy and pattern recognition methods publication-title: Applied Spectroscopy doi: 10.1177/0003702819888220 – volume: 13 issue: July year: 2022 ident: 10.1016/j.foodcont.2025.111352_bib134 article-title: Non-destructive evaluation of the quality characteristics of pomegranate kernel oil by fourier transform near-infrared and mid-infrared spectroscopy publication-title: Frontiers in Plant Science – volume: 212 start-page: 1 year: 2022 ident: 10.1016/j.foodcont.2025.111352_bib155 article-title: Application of 1H NMR in the study of fatty acids composition of vegetable oils publication-title: Journal of Pharmaceutical and Biomedical Analysis doi: 10.1016/j.jpba.2022.114658 – volume: 75 start-page: 2012 issue: 2 year: 2024 ident: 10.1016/j.foodcont.2025.111352_bib62 article-title: Detection of coconut oil adulteration with palm oil through NMR spectroscopic method publication-title: Grasas y Aceites doi: 10.3989/gya.0861231.2012 – volume: 11 issue: 1 year: 2022 ident: 10.1016/j.foodcont.2025.111352_bib30 article-title: Geographical origin assessment of extra virgin olive oil via NMR and MS combined with chemometrics as analytical approaches publication-title: Foods doi: 10.3390/foods11010113 – volume: 4 start-page: 1798 issue: 7 year: 2019 ident: 10.1016/j.foodcont.2025.111352_bib49 article-title: Direct discrimination of edible oil type, oxidation, and adulteration by liquid interfacial surface-enhanced Raman spectroscopy publication-title: ACS Sensors doi: 10.1021/acssensors.9b00354 – volume: 307 issue: January year: 2024 ident: 10.1016/j.foodcont.2025.111352_bib15 article-title: Multiband highly sensitive metamaterial-based THz absorber for edible oil adulteration sensing publication-title: Optik – volume: 10 start-page: 1 issue: 23 year: 2020 ident: 10.1016/j.foodcont.2025.111352_bib39 article-title: Edible oils differentiation based on the determination of fatty acids profile and Raman spectroscopy—a case study publication-title: Applied Sciences (Switzerland) – volume: 10 start-page: 1 issue: 1 year: 2020 ident: 10.1016/j.foodcont.2025.111352_bib143 article-title: Rapid adulteration detection of cold pressed oils with their refined versions by UV–Vis spectroscopy publication-title: Scientific Reports doi: 10.1038/s41598-020-72558-7 – volume: 335 issue: February year: 2021 ident: 10.1016/j.foodcont.2025.111352_bib106 article-title: Non-destructive detection of heavy metals in vegetable oil based on nano-chemoselective response dye combined with near-infrared spectroscopy publication-title: Sensors and Actuators, B: Chemical – volume: 11 start-page: 1 issue: 1 year: 2021 ident: 10.1016/j.foodcont.2025.111352_bib119 article-title: Chemometric approach to characterization of the selected grape seed oils based on their fatty acids composition and FTIR spectroscopy publication-title: Scientific Reports – volume: 16 start-page: 1237 issue: 7 year: 2023 ident: 10.1016/j.foodcont.2025.111352_bib127 article-title: Raman, FTIR, and UV–vis spectroscopic investigation of some oils and their hierarchical agglomerative clustering (HAC) publication-title: Food Analytical Methods doi: 10.1007/s12161-023-02481-w – volume: 10 issue: 5 year: 2021 ident: 10.1016/j.foodcont.2025.111352_bib154 article-title: Looking for minor phenolic compounds in extra virgin olive oils using neutron and Raman spectroscopies publication-title: Antioxidants doi: 10.3390/antiox10050643 – volume: 913 start-page: 1 year: 2016 ident: 10.1016/j.foodcont.2025.111352_bib63 article-title: Chemometric applications to assess quality and critical parameters of virgin and extra-virgin olive oil. A review publication-title: Analytica Chimica Acta doi: 10.1016/j.aca.2016.01.025 – volume: 154 issue: July 2021 year: 2022 ident: 10.1016/j.foodcont.2025.111352_bib141 article-title: 3D front face fluorescence spectroscopy as a tool for monitoring the oxidation level of edible vegetable oil during storage at 60 ◦ C publication-title: LWT – volume: 30 start-page: 2133 issue: 12 year: 2020 ident: 10.1016/j.foodcont.2025.111352_bib12 article-title: The effects of canola oil on cardiovascular risk factors: A systematic review and meta-analysis with dose-response analysis of controlled clinical trials publication-title: Nutrition, Metabolism, and Cardiovascular Diseases doi: 10.1016/j.numecd.2020.06.007 – volume: 196 issue: August 2023 year: 2024 ident: 10.1016/j.foodcont.2025.111352_bib76 article-title: Rapid analysis of flaxseed oil quality during frying process based on Raman spectroscopy combined with peak-area-ratio method publication-title: Lwt – volume: 13 start-page: 1 issue: 2 year: 2021 ident: 10.1016/j.foodcont.2025.111352_bib112 article-title: Occurrence, impact on agriculture, human health, and management strategies of zearalenone in food and feed: A review publication-title: Toxins doi: 10.3390/toxins13020092 – volume: 122 start-page: 1 issue: 5 year: 2020 ident: 10.1016/j.foodcont.2025.111352_bib68 article-title: NMR spectroscopy: Determination of peroxide value in vegetable and Krill oil by using triphenylphosphine as tagging reagent publication-title: European Journal of Lipid Science and Technology doi: 10.1002/ejlt.201900442 – volume: 36 start-page: 1589 issue: 11 year: 2019 ident: 10.1016/j.foodcont.2025.111352_bib169 article-title: Rapid and nondestructive fraud detection of palm oil adulteration with Sudan dyes using portable NIR spectroscopic techniques publication-title: Food Additives & Contaminants Part A Chemistry, Analysis, Control, Exposure and Risk Assessment – year: 2001 ident: 10.1016/j.foodcont.2025.111352_bib20 article-title: Regulatory considerations in applying vibrational spectroscopic methods for quality control publication-title: Handbook of Vibrational Spectroscopy doi: 10.1002/0470027320.s8968 |
SSID | ssj0017010 |
Score | 2.4440339 |
SecondaryResourceType | review_article |
Snippet | Ensuring the quality and safety of edible oils is essential for the food industry and public health. Traditional analysis methods are often slow, costly, and... |
SourceID | proquest crossref elsevier |
SourceType | Aggregation Database Index Database Publisher |
StartPage | 111352 |
SubjectTerms | adulterated products Adulteration detection atomic absorption spectrometry Chemometrics cooking fats and oils Edible oil analysis Food industry food safety Geographic origin determination microfluidic technology nanotechnology nuclear magnetic resonance spectroscopy oxidative stability public health Spectroscopic techniques |
Title | Spectroscopic techniques for edible oil evaluation - Technology overview and recent applications from lab to industry |
URI | https://dx.doi.org/10.1016/j.foodcont.2025.111352 https://www.proquest.com/docview/3206197327 |
Volume | 176 |
hasFullText | 1 |
inHoldings | 1 |
isFullTextHit | |
isPrint | |
link | http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwpV1LT9wwEB7BcikHBG0Rb02lXsMmdpysjwiBtlTlUirtzXJiWwpCyapkD73w25nJA7YVEoceE8lO8mU8M_bMfAPwVQmuCHVlJFNd0gYlV5EurY4ULSxnZ8InHYnrj9ts_iu9WajFBlyOtTCcVjno_l6nd9p6uDMd0Jwuq2r6kyn0uMEcGXEyRMliE7aE1JmawNbFt-_z25dgQh53pAQd5R4PWCsUvj8PTeM4K5y2ikKxAulqkN62Uf9o684EXe_CzuA74kX_enuw4euPsL3GKPgJVtxPvmWGymZZlfjC0PqI5JwifWzx4LGpHvCV5RsjfD1fR87o5GgB2tohIUM2CdeD3Mj1KEiig22DVd_3489nuLu-urucR0NnhagUOm0jEfIiTqxUqUtowcZKlcUszoq0LGRWcKQ0zKzX1sWFzHPprUytUM46K4KXQu7DpG5qfwAos-BCoq3KaWOiSpoiyKB16mdB0CPCIUxHKM2y588wY2LZvRnBNwy-6cE_BD0ibv6SBENK_t2xX8ZfZGiZcOzD1r5ZPRopyHFhZqL86D_mP4YPfNUn853ApP298qfklLTFGWyePyVng-g9A6dx46M |
linkProvider | Elsevier |
linkToHtml | http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwpV1LT-MwELbYctjlsFr2IWAfDBLX0MSOm_i4qqjK0vZCV-rNcmJbCkJJBemBC7-dmTygrFbiwDXvfLFnxplvvmHsVHKqCLV5IGKV4wIlkYHKjQokTixrUu6iRsR1vhhN_8Z_VnK1w8Z9LQzRKjvb39r0xlp3W4YdmsN1UQyvSEKPGsyhE0dHFK3esd1YioR4fWcPTzwP0hsPe8E9OnyrTPj6zFeVJU44LhS5JPPRVCD930P9Y6sbBzT5xD52kSP8bh9un-248jPb29IT_MI21E2-Jn3Kal3k8KTPegcYmgK-anbjoCpu4FnjGwJ4_rsOxOekXAGY0gLigh4JtlPcQNUogAMH6gqKtuvH_Ve2nJwvx9Og66sQ5FzFdcB9koWRETK2EU7XUMo8S8NRFueZGGWUJ_WpccrYMBNJIpwRseHSGmu4d4KLb2xQVqU7YCBG3vpIGZngskTmeAkvvFKxSz3HW_hDNuyh1OtWPUP3tLJr3YOvCXzdgn_IVI-4fjEONJr4V8896T-RxklCmQ9TumpzpwXHsIV0iZKjN1z_mL2fLuczPbtYXH5nH2hPS-v7wQb17cb9xPCkzn41w-8RmBXkbg |
openUrl | ctx_ver=Z39.88-2004&ctx_enc=info%3Aofi%2Fenc%3AUTF-8&rfr_id=info%3Asid%2Fsummon.serialssolutions.com&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Ajournal&rft.genre=article&rft.atitle=Spectroscopic+techniques+for+edible+oil+evaluation+-+Technology+overview+and+recent+applications+from+lab+to+industry&rft.jtitle=Food+control&rft.au=Adade%2C+Selorm+Yao-Say+Solomon&rft.au=Lin%2C+Hao&rft.au=Johnson%2C+Nana+Adwoa+Nkuma&rft.au=Nunekpeku%2C+Xorlali&rft.date=2025-10-01&rft.pub=Elsevier+Ltd&rft.issn=0956-7135&rft.volume=176&rft_id=info:doi/10.1016%2Fj.foodcont.2025.111352&rft.externalDocID=S095671352500221X |
thumbnail_l | http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/lc.gif&issn=0956-7135&client=summon |
thumbnail_m | http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/mc.gif&issn=0956-7135&client=summon |
thumbnail_s | http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/sc.gif&issn=0956-7135&client=summon |