MatchaDB

Research

The Global Matcha Research Library

641 papers, trials, theses and preprints that study matcha, gathered from PubMed, OpenAlex and Europe PMC, tagged by study type and topic, and linked back to every source. We keep abstracts and citations; the full text stays with its publisher.

Tip: use "quotes" for an exact phrase, OR between alternatives, and a minus to leave a word out, for example fluoride OR pesticide. Related words are matched too, so “EGCG” also finds “epigallocatechin.”

10 studies match for “chemometric method”

2019Journal article

Evaluation of matcha tea quality index using portable NIR spectroscopy coupled with chemometric algorithms.

Wang J, Zareef M, He P, et al. — Journal of the science of food and agriculture

… study reports a portable near infrared (NIR) spectroscopy system coupled with chemometric algorithms for prediction of tea polyphenols and amino acids in order to index matcha tea quality. RESULTS Spectral data were preprocessed by …

Randomized controlled trialAntioxidants and polyphenolsL-theanine and caffeineProcessing, milling and qualityCited 114×
2025Journal articleFree to read

Detection and classification of microplastics in green tea using SERS with gold nanoparticle substrates integrating chemometrics and deep learning.

Joshi R, Adhikari S, Lee D, et al. — Current research in food science

… to human health and food safety, underscoring the need for effective detection methods. In this study, Surface-Enhanced Raman Scattering (SERS) using gold nanoparticle substrates was applied to detect and classify PS and PET contamination …

Chemical / analyticalSafety, contaminants and toxicityProcessing, milling and qualityAuthenticity and analytical methodsCited 11×
2024Journal articleFree to read

The application of untargeted metabolomics coupled with chemometrics for the analysis of agitation effects on the sensory profiles of matcha tea.

Li S, Tian H, Zhu G, et al. — Current research in food science

… systematically investigated by the combination of untargeted metabolomics and chemometrics. The aroma profiles of matcha tea agitated at low rates (500 rpm) and for 30 s were more richness than that agitated with other parameters by …

Chemical / analyticalMetabolism and weightAntioxidants and polyphenolsAroma, flavor and sensoryCited 4×
2020Journal article

Synchronous fluorescence spectroscopy combined with chemometrics for determination of total phenolic content and antioxidant activity in different tea types.

Bilge G, Özdemir KS — Journal of the science of food and agriculture

… and time by using synchronous fluorescence spectroscopy (SFS) combined chemometrics as a rapid method. In this study, black tea, oolong tea, green tea, and green tea powder (matcha) samples were brewed at 80 °C and 96 °C for 2.5 …

Chemical / analyticalAntioxidants and polyphenolsAuthenticity and analytical methodsProcessing, milling and qualityCited 10×
2018Journal article

Fast nondestructive identification of steamed green tea powder adulterations in matcha by visible spectroscopy combined with chemometrics

Xiao‐Lan Yu, Yong He — Spectroscopy Letters

… powder to adulterate matcha often occurs and this study provided an effective method to identify steamed green tea powder adulterations in matcha rapidly and nondestructively with the combination of visible spectroscopy and chemometrics. …

Chemical / analyticalProcessing, milling and qualityAuthenticity and analytical methodsCited 18×
2019Journal article

Au@Ag nanostructure based SERS substrate for simultaneous determination of pesticides residue in tea via solid phase extraction coupled multivariate calibration

Md Mehedi Hassan, Huanhuan Li, Waqas Ahmad, et al. — LWT

… SERS Au@Ag nanostructure substrate for monitoring SERS signal with subsequent chemometrics modeling. Under the optimized experimental conditions, a linear calibration exhibited at GA-PLS model with RPD values of 6.53 and 6.23, and Rp …

Chemical / analyticalSafety, contaminants and toxicityAuthenticity and analytical methodsProcessing, milling and qualityCited 128×
2026Journal articleFree to read

Cosmeceutical Potential of Matcha (Camellia sinensis) and Yerba Mate (Ilex paraguariensis) Extracts Obtained with Green Solvents.

Gaweł-Bęben K, Szczepanik M, Szczeblewski P, et al. — Molecules (Basel, Switzerland)

… melanoma cells than the PG extract, suggesting a distinct application niche. Chemometric modeling linked biological responses to multivariate phytochemical patterns rather than single compounds, providing marker sets to guide …

In vitro / cell studyAntioxidants and polyphenolsSkin, oral and dentalAuthenticity and analytical methods

How this library is built

Every record comes from three open scholarly indexes — PubMed, OpenAlex and Europe PMC — searched for the word “matcha.” Records are merged by DOI and PubMed ID so each study appears once. A paper is kept only if matcha appears in its title, abstract, author keywords or subject terms and the text is about tea or food, which filters out the surname Matcha, software called Matcha, and the Scandinavian verb “matcha” (to match).

Study type and topic tags are assigned automatically from each paper's own title, abstract and subject terms using fixed keyword rules — no guesses, and papers without an abstract are marked as unclassified. Automatic tagging is imperfect, so treat tags as a way to narrow a search, not as a verdict on a paper's quality. A study being listed here is not an endorsement of its findings.

Coverage: this is every indexed paper that names matcha, not every study of green tea or its compounds (those are far more numerous). Papers that mention matcha only in passing are hidden by default. Work that never uses the word “matcha,” and publications outside these indexes, are not included. The library was last rebuilt October 20, 2026.

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