{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,9,28]],"date-time":"2026-09-28T02:59:09Z","timestamp":1790564349885,"version":"4.1.0"},"reference-count":44,"publisher":"Elsevier BV","license":[{"start":{"date-parts":[[2024,9,1]],"date-time":"2024-09-01T00:00:00Z","timestamp":1725148800000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.elsevier.com\/tdm\/userlicense\/1.0\/"},{"start":{"date-parts":[[2024,9,1]],"date-time":"2024-09-01T00:00:00Z","timestamp":1725148800000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.elsevier.com\/legal\/tdmrep-license"},{"start":{"date-parts":[[2024,9,1]],"date-time":"2024-09-01T00:00:00Z","timestamp":1725148800000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-017"},{"start":{"date-parts":[[2024,9,1]],"date-time":"2024-09-01T00:00:00Z","timestamp":1725148800000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"},{"start":{"date-parts":[[2024,9,1]],"date-time":"2024-09-01T00:00:00Z","timestamp":1725148800000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-012"},{"start":{"date-parts":[[2024,9,1]],"date-time":"2024-09-01T00:00:00Z","timestamp":1725148800000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2024,9,1]],"date-time":"2024-09-01T00:00:00Z","timestamp":1725148800000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-004"}],"funder":[{"DOI":"10.13039\/501100001809","name":"NSFC","doi-asserted-by":"publisher","id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":["elsevier.com","sciencedirect.com"],"crossmark-restriction":true},"short-container-title":["Spectrochimica Acta Part A: Molecular and Biomolecular Spectroscopy"],"published-print":{"date-parts":[[2024,9]]},"DOI":"10.1016\/j.saa.2024.124427","type":"journal-article","created":{"date-parts":[[2024,5,10]],"date-time":"2024-05-10T07:16:59Z","timestamp":1715325419000},"page":"124427","update-policy":"https:\/\/doi.org\/10.1016\/elsevier_cm_policy","source":"Crossref","is-referenced-by-count":7,"special_numbering":"C","title":["A novel method for quantitative determination of multiple substances using Raman spectroscopy combined with CWT"],"prefix":"10.1016","volume":"317","author":[{"given":"Si-Wei","family":"Yang","sequence":"first","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Yuhao","family":"Xie","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Jia-Zhen","family":"Liu","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"De","family":"Zhang","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Jie","family":"Huang","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-2493-2238","authenticated-orcid":false,"given":"Pei","family":"Liang","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"78","reference":[{"key":"10.1016\/j.saa.2024.124427_b0005","first-page":"439","volume":"55","author":"Lazaro-Pacheco","year":"2020","journal-title":"Raman Spectroscopy of Breast Cancer"},{"key":"10.1016\/j.saa.2024.124427_b0010","doi-asserted-by":"crossref","first-page":"2225","DOI":"10.1016\/j.saa.2003.11.020","article-title":"Quantitative NIR Raman Analysis in Liquid Mixtures","volume":"60","author":"Sato-Berr\u00fa","year":"2024","journal-title":"Spectrochim. Acta, Part A"},{"key":"10.1016\/j.saa.2024.124427_b0015","doi-asserted-by":"crossref","first-page":"5314","DOI":"10.1039\/C8TC01168K","article-title":"Surface-enhanced Raman spectroscopy (SERS): an adventure from plasmonic metals to organic semiconductors as SERS platforms","volume":"6","author":"Demirel","year":"2018","journal-title":"J. Mater. Chem. C"},{"key":"10.1016\/j.saa.2024.124427_b0020","doi-asserted-by":"crossref","first-page":"7187","DOI":"10.1007\/s00216-019-02103-7","article-title":"Detection of systemic pesticide residues in tea products at trace level based on SERS and verified by GC\u2013MS","volume":"411","author":"Zhang","year":"2019","journal-title":"Analytical and Bioanalytical Chem."},{"key":"10.1016\/j.saa.2024.124427_b0025","doi-asserted-by":"crossref","first-page":"8302","DOI":"10.1021\/jf502053g","article-title":"Lichenysin a cyclooctapeptide occurring in Chinese liquor Jiannanchun reduced the headspace concentration of phenolic off-flavors via hydrogen-bond interactions","volume":"62","author":"Zhang","year":"2014","journal-title":"J. Agric. Food Chem."},{"key":"10.1016\/j.saa.2024.124427_b0030","doi-asserted-by":"crossref","first-page":"5025","DOI":"10.1063\/1.1681017","article-title":"Depolarized rayleigh scattering and hydrogen bonding in liquid water","volume":"60","author":"Montrose","year":"1974","journal-title":"J. Chem. Phys."},{"key":"10.1016\/j.saa.2024.124427_b0035","doi-asserted-by":"crossref","first-page":"257","DOI":"10.1016\/j.saa.2019.04.055","article-title":"Raman spectroscopic discrimination of normal and cancerous lung tissues","volume":"219","author":"Sinica","year":"2019","journal-title":"Spectrochimica Acta Part A: Molecular Biomolecular Spectroscopy"},{"key":"10.1016\/j.saa.2024.124427_b0040","doi-asserted-by":"crossref","first-page":"7109","DOI":"10.1364\/BOE.406097","article-title":"Rapid and label-free urine test based on surface-enhanced Raman spectroscopy for the non-invasive detection of colorectal cancer at different stages","volume":"11","author":"Lin","year":"2020","journal-title":"Biomed. Opt. Express"},{"key":"10.1016\/j.saa.2024.124427_b0045","doi-asserted-by":"crossref","first-page":"6014","DOI":"10.1039\/C8AN01323C","article-title":"A high-throughput serum Raman spectroscopy platform and methodology for colorectal cancer diagnostics","volume":"143","author":"Jenkins","year":"2018","journal-title":"Analyst"},{"key":"10.1016\/j.saa.2024.124427_b0050","doi-asserted-by":"crossref","DOI":"10.1016\/j.saa.2020.119390","article-title":"Intelligent spectral algorithm for pigments visualization, classification and identification based on Raman spectra","volume":"250","author":"Hu","year":"2021","journal-title":"Spectrochimica Acta Part A: Molecular Biomolecular Spectroscopy"},{"key":"10.1016\/j.saa.2024.124427_b0055","unstructured":"M.H. Mozaffari, L.-L.J.a.p.a. Tay. (2020) A review of 1D convolutional neural networks toward unknown substance identification in portable Raman spectrometer."},{"key":"10.1016\/j.saa.2024.124427_b0060","doi-asserted-by":"crossref","first-page":"5486","DOI":"10.1039\/D2AN01355J","article-title":"Raman spectral classification algorithm of cephalosporin based on VGGNeXt","volume":"147","author":"Yang","year":"2022","journal-title":"Analyst"},{"key":"10.1016\/j.saa.2024.124427_b0065","doi-asserted-by":"crossref","first-page":"4067","DOI":"10.1039\/C7AN01371J","article-title":"Deep convolutional neural networks for Raman spectrum recognition: a unified solution","volume":"142","author":"Liu","year":"2017","journal-title":"Analyst"},{"key":"10.1016\/j.saa.2024.124427_b0070","doi-asserted-by":"crossref","DOI":"10.1016\/j.foodchem.2024.138513","article-title":"Quantitative analysis of the quality constituents of Lonicera japonica Thunberg based on Raman spectroscopy","volume":"443","author":"Zeng","year":"2024","journal-title":"Food Chem."},{"key":"10.1016\/j.saa.2024.124427_b0075","doi-asserted-by":"crossref","first-page":"4827","DOI":"10.1039\/D0AN00492H","article-title":"Deep learning networks for the recognition and quantitation of surface-enhanced Raman spectroscopy","volume":"145","author":"Weng","year":"2020","journal-title":"Analyst"},{"key":"10.1016\/j.saa.2024.124427_b0080","doi-asserted-by":"crossref","DOI":"10.1016\/j.foodchem.2022.132655","article-title":"Quantitative analysis of blended corn-olive oil based on Raman spectroscopy and one-dimensional convolutional neural network","volume":"385","author":"Wu","year":"2022","journal-title":"Food Chem."},{"key":"10.1016\/j.saa.2024.124427_b0085","doi-asserted-by":"crossref","DOI":"10.1016\/j.saa.2021.120229","article-title":"A shallow convolutional neural network with elastic nets for blood glucose quantitative analysis using Raman spectroscopy","volume":"264","author":"Pian","year":"2022","journal-title":"Spectrochimica Acta Part A: Molecular Biomolecular Spectroscopy"},{"key":"10.1016\/j.saa.2024.124427_b0090","first-page":"569","volume":"38","author":"Rioul","year":"1992","journal-title":"Fast algorithms for discrete and continuous wavelet transforms"},{"key":"10.1016\/j.saa.2024.124427_b0095","doi-asserted-by":"crossref","first-page":"2","DOI":"10.1007\/978-3-642-97177-8_1","article-title":"Reading and understanding continuous wavelet transforms","author":"Grossmann","year":"1989","journal-title":"Wavelets: Time-Frequency Methods and Phase Space, Springer"},{"key":"10.1016\/j.saa.2024.124427_b0100","doi-asserted-by":"crossref","first-page":"8889","DOI":"10.1021\/acs.analchem.1c01099","article-title":"Development of Crime Scene Intelligence Using a Hand-Held Raman Spectrometer and Transfer Learning","volume":"93","author":"Huang","year":"2021","journal-title":"Anal Chem."},{"key":"10.1016\/j.saa.2024.124427_b0105","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1016\/j.chemolab.2018.08.002","article-title":"An improved method based on a new wavelet transform for overlapped peak detection on spectrum obtained by portable Raman system","volume":"182","author":"Liu","year":"2018","journal-title":"Chemometrics and Intelligent Laboratory System"},{"key":"10.1016\/j.saa.2024.124427_b0110","doi-asserted-by":"crossref","DOI":"10.1063\/1.5140722","article-title":"Raman study of mixed solutions of methanol and ethanol","volume":"10","author":"Emin","year":"2020","journal-title":"AIP Adv."},{"key":"10.1016\/j.saa.2024.124427_b0115","first-page":"182","article-title":"Classification of distilled alcoholic beverages and verification of adulteration by near infrared spectrometry","volume":"39","author":"Pontes","year":"2006","journal-title":"AIP Adv."},{"key":"10.1016\/j.saa.2024.124427_b0120","doi-asserted-by":"crossref","first-page":"343","DOI":"10.1080\/02652038809373713","article-title":"Contaminants, the problem of methanol concentration admissible in distilled fruit spirits","volume":"5","author":"Bindler","year":"1988","journal-title":"Food Addit. Contam."},{"key":"10.1016\/j.saa.2024.124427_b0125","first-page":"361","article-title":"Formate-induced inhibition of photoreceptor function in methanol intoxication","volume":"289","author":"Seme","year":"1999","journal-title":"J. Pharmacol. Exp. Ther."},{"key":"10.1016\/j.saa.2024.124427_b0130","doi-asserted-by":"crossref","first-page":"215","DOI":"10.1016\/0021-9673(92)85384-6","article-title":"Determination of carboxylic acids, sugars, glycerol and ethanol in wine and grape must by ion-exchange high-performance liquid chromatography with refractive index detection","volume":"590","author":"Calull","year":"1992","journal-title":"J. Chromatogr. A"},{"key":"10.1016\/j.saa.2024.124427_b0135","doi-asserted-by":"crossref","first-page":"1167","DOI":"10.1039\/an9931801167","article-title":"Direct determination of ethanol in all types of alcoholic beverages by near-infrared derivative spectrometry","volume":"118","author":"Gallignani","year":"1993","journal-title":"Analyst"},{"key":"10.1016\/j.saa.2024.124427_b0140","doi-asserted-by":"crossref","first-page":"411","DOI":"10.1016\/j.msec.2005.10.031","article-title":"Amperometric biosensor for ethanol detection based on alcohol oxidase immobilised within electrochemically deposited Resydrol film","volume":"26","author":"Shkotova","year":"2006","journal-title":"Mater. Sci. Eng. C"},{"key":"10.1016\/j.saa.2024.124427_b0145","doi-asserted-by":"crossref","first-page":"187","DOI":"10.1016\/j.jfca.2003.08.006","article-title":"A rapid and accurate method for determination of methanol in alcoholic beverage by direct injection capillary gas chromatography","volume":"17","author":"Wang","year":"2004","journal-title":"J. Food Compos. Anal."},{"key":"10.1016\/j.saa.2024.124427_b0150","first-page":"248","article-title":"Gas chromatographic determination and pattern recognition analysis of methanol and fusel oil concentrations in whiskeys","volume":"74","author":"Wilson","year":"1991","journal-title":"J. Assoc. Off. Anal. Chem."},{"key":"10.1016\/j.saa.2024.124427_b0155","doi-asserted-by":"crossref","first-page":"191","DOI":"10.1002\/jrs.6466","article-title":"SE-ResNet-based classifier for highly similar mixtures based on Raman spectrum: classification for alcohol systems as an example","volume":"54","author":"Xie","year":"2023","journal-title":"J. Raman Spectrosc."},{"key":"10.1016\/j.saa.2024.124427_b0160","doi-asserted-by":"crossref","first-page":"324","DOI":"10.1039\/C8AN01702F","article-title":"Rapid through-container detection of fake spirits and methanol quantification with handheld Raman spectroscopy","volume":"144","author":"Ellis","year":"2019","journal-title":"Analyst"},{"key":"10.1016\/j.saa.2024.124427_b0165","doi-asserted-by":"crossref","first-page":"96","DOI":"10.1016\/j.trac.2013.04.015","article-title":"Breaking with trends in pre-processing?","volume":"50","author":"Engel","year":"2013","journal-title":"TrAC Trends Anal. Chem."},{"key":"10.1016\/j.saa.2024.124427_b0170","doi-asserted-by":"crossref","first-page":"411","DOI":"10.4155\/bio.13.337","article-title":"Anatomy of noise in quantitative biological Raman spectroscopy","volume":"6","author":"Smulko","year":"2014","journal-title":"Bioanalysis"},{"key":"10.1016\/j.saa.2024.124427_b0175","doi-asserted-by":"crossref","first-page":"1627","DOI":"10.1021\/ac60214a047","article-title":"Smoothing and differentiation of data by simplified least squares procedures","volume":"36","author":"Savitzky","year":"1964","journal-title":"Analytical Chem."},{"key":"10.1016\/j.saa.2024.124427_b0180","doi-asserted-by":"crossref","first-page":"1138","DOI":"10.1039\/b922045c","article-title":"Baseline correction using adaptive iteratively reweighted penalized least squares","volume":"135","author":"Zhang","year":"2010","journal-title":"Analyst"},{"key":"10.1016\/j.saa.2024.124427_b0185","first-page":"258","article-title":"Investigation of signal characteristics using the continuous wavelet transform","volume":"17","author":"Sadowsky","year":"1996","journal-title":"Johns Hopkins Apl Technical Digest"},{"key":"10.1016\/j.saa.2024.124427_b0190","doi-asserted-by":"crossref","first-page":"608","DOI":"10.1002\/jrs.4232","article-title":"A new paradigm for signal processing of Raman spectra using a smoothing free algorithm: coupling continuous wavelet transform with signal removal method","volume":"44","author":"Kandjani","year":"2013","journal-title":"J. Raman Spectrosc."},{"key":"10.1016\/j.saa.2024.124427_b0195","doi-asserted-by":"crossref","first-page":"2","DOI":"10.1007\/978-3-642-75988-8_1","article-title":"Reading and understanding continuous wavelet transforms","author":"Grossmann","year":"1990","journal-title":"Wavelets, Springer"},{"key":"10.1016\/j.saa.2024.124427_b0200","doi-asserted-by":"crossref","unstructured":"S.C. Olhede, A.T.J.I.T.o.S.P. Walden, Generalized morse wavelets, 50 (2002) 2661-2670.","DOI":"10.1109\/TSP.2002.804066"},{"key":"10.1016\/j.saa.2024.124427_b0205","doi-asserted-by":"crossref","first-page":"146","DOI":"10.1109\/TSP.2008.2007607","article-title":"Higher-order properties of analytic wavelets","volume":"57","author":"Lilly","year":"2008","journal-title":"IEEE Trans. Signal Process."},{"key":"10.1016\/j.saa.2024.124427_b0210","doi-asserted-by":"crossref","first-page":"6036","DOI":"10.1109\/TSP.2012.2210890","article-title":"Generalized Morse wavelets as a superfamily of analytic wavelets","volume":"60","author":"Lilly","year":"2012","journal-title":"IEEE Trans. Signal Process."},{"key":"10.1016\/j.saa.2024.124427_b0215","unstructured":"J.J.U.h.w.j.n.j.h. Lilly, jLab. (2016) A data analysis package for Matlab, v. 1.6. 2."},{"key":"10.1016\/j.saa.2024.124427_b0220","doi-asserted-by":"crossref","first-page":"2427","DOI":"10.1080\/00268976.2010.516277","article-title":"Raman and IR spectroscopy research on hydrogen bonding in water\u2013ethanol systems","volume":"108","author":"Burikov","year":"2010","journal-title":"Mol. Phys."}],"container-title":["Spectrochimica Acta Part A: Molecular and Biomolecular Spectroscopy"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/api.elsevier.com\/content\/article\/PII:S1386142524005936?httpAccept=text\/xml","content-type":"text\/xml","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/api.elsevier.com\/content\/article\/PII:S1386142524005936?httpAccept=text\/plain","content-type":"text\/plain","content-version":"vor","intended-application":"text-mining"}],"deposited":{"date-parts":[[2024,5,27]],"date-time":"2024-05-27T06:46:34Z","timestamp":1716792394000},"score":1,"resource":{"primary":{"URL":"https:\/\/linkinghub.elsevier.com\/retrieve\/pii\/S1386142524005936"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2024,9]]},"references-count":44,"alternative-id":["S1386142524005936"],"URL":"https:\/\/doi.org\/10.1016\/j.saa.2024.124427","relation":{},"ISSN":["1386-1425"],"issn-type":[{"value":"1386-1425","type":"print"}],"subject":[],"published":{"date-parts":[[2024,9]]},"assertion":[{"value":"Elsevier","name":"publisher","label":"This article is maintained by"},{"value":"A novel method for quantitative determination of multiple substances using Raman spectroscopy combined with CWT","name":"articletitle","label":"Article Title"},{"value":"Spectrochimica Acta Part A: Molecular and Biomolecular Spectroscopy","name":"journaltitle","label":"Journal Title"},{"value":"https:\/\/doi.org\/10.1016\/j.saa.2024.124427","name":"articlelink","label":"CrossRef DOI link to publisher maintained version"},{"value":"article","name":"content_type","label":"Content Type"},{"value":"\u00a9 2024 Elsevier B.V. All rights are reserved, including those for text and data mining, AI training, and similar technologies.","name":"copyright","label":"Copyright"}],"article-number":"124427"}}