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.”

5 studies match for “bootstrapping”

2023Journal article

Monitoring chlorophyll changes during Tencha processing using portable near-infrared spectroscopy.

Liu L, Zareef M, Wang Z, et al. — Food chemistry

… techniques. Subsequently, iteratively variable subset optimization (IVSO), bootstrapping soft shrinkage (BOSS), and competitive adaptive reweighted sampling (CARS) were used to optimize and build partial least square (PLS) models. The …

Chemical / analyticalCultivation and shadingProcessing, milling and qualityAuthenticity and analytical methodsCited 91×
2021Journal article

Simultaneous quantification of chemical constituents in matcha with visible-near infrared hyperspectral imaging technology.

Ouyang Q, Wang L, Park B, et al. — Food chemistry

… characteristic spectra. Competitive adaptive reweighted sampling (CARS) and bootstrapping soft shrinkage (BOSS) were used to optimize the models. They were built based on partial least squares (PLS), creating two models referred to as …

Chemical / analyticalAntioxidants and polyphenolsL-theanine and caffeineProcessing, milling and qualityCited 77×
2026Journal articleFree to read

The Path to Matcha Repurchase: Ritual Attractiveness, Self-Congruence, and Preference

Aimee Gabrielle Lochman, Primidya K. M. Soesilo — Zenodo (CERN European Organization for Nuclear Research)

… data using the Partial Least Squares Structural Equation Modeling (PLS-SEM) bootstrapping route analysis. The results of the empirical analysis reveal that the product preference process has the most direct effect on repurchase …

Observational (human)Food products and applicationsMarket, culture and sustainabilityCognition, mood and stress
2024Journal article

Monitoring of carotenoids changes during the matcha drying process using a portable developed spectral analytical system

Jiang Y, Zareef M, Liu L, et al. — Journal of food composition and analysis : an official publication of the United Nations University, International Network of Food Data Systems

… acquisition and carotenoid analysis. After normalization preprocessing, bootstrapping soft shrinkage (BOSS), iteratively variable subset optimization (IVSO), and variable iterative space shrinkage approach (VISSA) were employed to …

Chemical / analyticalProcessing, milling and qualityAroma, flavor and sensoryAuthenticity and analytical methods
2024Journal article

Rapid determination of free amino acids and caffeine in matcha using near-infrared spectroscopy: A comparison of portable and benchtop systems

Ouyang Q, Liu L, Wang L, et al. — Journal of food composition and analysis : an official publication of the United Nations University, International Network of Food Data Systems

… as synergy interval (Si), competitive adaptive reweighted sampling (CARS), and bootstrapping soft shrinkage (BOSS). Results in the current work showed that BOSS-PLS (BOSS-partial least squares) models yielded satisfactory results for both …

Chemical / analyticalL-theanine and caffeineAuthenticity and analytical methodsMetabolism and weight

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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