{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,10,6]],"date-time":"2026-10-06T21:44:16Z","timestamp":1791323056153,"version":"4.3.1"},"reference-count":74,"publisher":"MDPI AG","issue":"22","license":[{"start":{"date-parts":[[2024,11,12]],"date-time":"2024-11-12T00:00:00Z","timestamp":1731369600000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by\/4.0\/"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["Molecules"],"abstract":"<jats:p>Today, there is an increasing concern and effort for protection, conservation, and restoration of cultural heritage materials. Non-invasive analytical methodologies such as Raman spectroscopy offers various advantages such as high speed, robust identification, low cost, and in-site analysis. Previous contributions highlighted the potential of Raman spectroscopy combined with multivariate statistics for identification and quality evaluation of cultural heritage materials such as paints, fiber, dyes, woods, stones, inks, and textile materials. Especially, application of chemometrics and multivariate statistics algorithms opens new horizons for scientists and inspectors. In conclusion, the paper provided an overview of the state-of-the-art uses of multivariate statistically equipped Raman spectroscopy methods for evaluation of cultural heritage and art materials with illustrations from previous research studies.<\/jats:p>","DOI":"10.3390\/molecules29225324","type":"journal-article","created":{"date-parts":[[2024,11,12]],"date-time":"2024-11-12T06:28:32Z","timestamp":1731392912000},"page":"5324","update-policy":"https:\/\/doi.org\/10.3390\/mdpi_crossmark_policy","source":"Crossref","is-referenced-by-count":39,"title":["A Review of Non-Destructive Raman Spectroscopy and Chemometric Techniques in the Analysis of Cultural Heritage"],"prefix":"10.3390","volume":"29","author":[{"given":"Burak","family":"Yogurtcu","sequence":"first","affiliation":[{"name":"Department of Conservation and Restoration of Artworks, Faculty of Fine Arts, Mimar Sinan Fine Arts University, 34427 Istanbul, Turkey"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Nur","family":"Cebi","sequence":"additional","affiliation":[{"name":"Food Engineering Department, Chemical-Metallurgical Faculty, Y\u0131ld\u0131z Technical University, 34210 Istanbul, Turkey"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-1519-1711","authenticated-orcid":false,"given":"An\u0131l Tevfik","family":"Ko\u00e7er","sequence":"additional","affiliation":[{"name":"Health Biotechnology Joint Research and Application Center of Excellence, 34210 Istanbul, Turkey"},{"name":"Bioengineering Department, Chemical-Metallurgical Faculty, Y\u0131ld\u0131z Technical University, 34210 Istanbul, Turkey"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Azime","family":"Erarslan","sequence":"additional","affiliation":[{"name":"Bioengineering Department, Chemical-Metallurgical Faculty, Y\u0131ld\u0131z Technical University, 34210 Istanbul, Turkey"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"1968","published-online":{"date-parts":[[2024,11,12]]},"reference":[{"key":"ref_1","doi-asserted-by":"crossref","unstructured":"Cuca, B., Zaina, F., and Tapete, D. 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