The mindat.org website (Mindat) has been operating since October 2000 as a free, crowd-sourced, and expert-curated database particularly focused on mineral species and their occurrences worldwide. The project has transformed from a hobbyist site in the beginning into a resource that has found use in various scientific research projects and educational programs. Together with other open data resources, Mindat has helped accelerate scientific discoveries in many fields, such as mineral evolution, mineral ecology, and the co-evolution of the geosphere and biosphere. Recently, through open data efforts, machine interfaces and software packages have been established to enable flexible data discovery and download from Mindat. We assume that the data access and usage will further scale up in the next years. Although Mindat is curated by a team of geoscience and database experts across the world, the crowd-sourced records in Mindat possess some bias. In this paper, we first present an overview of the primary data subjects in Mindat and then give extensive details about the characteristics and partiality of three of the most popular data subjects: locality, mineral species, and mineral occurrence. In the discussion, we also give an outlook on appropriate data usage and future extension of data records. We hope users can obtain a more comprehensive view of the Mindat database through this paper and thus better plan their data use. We also hope more people will be inspired to contribute to the data curation work to make Mindat a sustained data ecosystem for geoscience research.
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Open AccessMindat.org: The open access mineralogy database to accelerate data-intensive geoscience researchJuly 14, 2025
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Requires Authentication UnlicensedAn experimental study of the breakdown of dolomite in H2O at 700 °C, 100 MPaLicensedJuly 14, 2025
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Requires Authentication UnlicensedAtomistic mechanism of Al substitution effects on the post-stishovite transition by high-pressure single-crystal X-ray diffractionLicensedJuly 14, 2025
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Requires Authentication UnlicensedCathodoluminescence textures and trace elements in quartz: Constraints on Ag mineralization in adularia-sericite epithermal systemsLicensedJuly 14, 2025
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Requires Authentication UnlicensedBinding mechanisms of Y and HREE sorption on birnessite: New insights into the formation and sustainable development of regolith-hosted REE depositsLicensedJuly 14, 2025
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Requires Authentication UnlicensedStructural rationale for twinning in galena and a possible relation with the lillianite homologous seriesLicensedJuly 14, 2025
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Requires Authentication UnlicensedInfluence of cation disorder on the mineral physics of ankeriteLicensedJuly 14, 2025
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Requires Authentication UnlicensedFormation of giant copper deposits driven by rapid uplift and sudden depressurizationLicensedJuly 14, 2025
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Requires Authentication UnlicensedThermal expansion of römerite under low-temperature conditionsLicensedJuly 14, 2025
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Requires Authentication UnlicensedEzochiite and shiranuiite are cuprorhodsite and are not new mineral speciesLicensedJuly 14, 2025
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Requires Authentication UnlicensedProgressive change in dislocation microstructures in shocked calcite with pressure: Characterization of micrometeoroid bombardment on asteroid RyuguLicensedJuly 14, 2025
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Requires Authentication UnlicensedHanswilkeite, KFeS2, a new peralkaline sulfide mineralLicensedJuly 14, 2025
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Requires Authentication UnlicensedPorphyry Cu-Mo mineralization at Anabama Hill, Delamerian Orogen, South Australia: Fertility assessment implied from epidote and chlorite chemistryLicensedJuly 14, 2025