Oxide Spinel and Data-Driven Discovery: A Comprehensive Mineralogical and Geochemical Data Resource, Incorporating Composition, Location, and Paragenesis

Hindrichs, Anna Sophia; Eleazer, Kiana; Lui, Timothy; Williams, Jeffrey; Nord, Julia Ann; Gregory, Daniel D.; Morrison, S. M.; Hazen, Robert M.; Ostroverkhova, Alexandra

doi:10.1130/abs/2022nc-375662

Geological Society of America Abstracts With Programs

2022

DOI: 10.1130/abs/2022nc-375662

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Oxide Spinel and Data-Driven Discovery: A Comprehensive Mineralogical and Geochemical Data Resource, Incorporating Composition, Location, and Paragenesis

Anna Sophia Hindrichs¹,

Kiana Eleazer²,

Timothy Lui³

et al.

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“…DOI: https://doi.org/10.2138/am-2022-8613. http://www.minsocam.org/ 18(Hindrichs et al 2022), and presolar moissanite (SiC)(Boujibar et al 2021;Hystad et al 2021) Boujibar et al (2021). performed cluster analysis on a range of isotopic data from presolar SiC grains in order to examine and compare the origins of these materials.…”

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confidence: 99%

What is mineral informatics?

Prabhu

Morrison

Fox

et al. 2023

American Mineralogist

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Minerals are information-rich materials that offer researchers a glimpse into the evolution of planetary bodies. Thus, it is important to extract, analyze, and interpret this abundance of information in order to improve our understanding of the planetary bodies in our solar system and the role our planet's geosphere played in the origin and evolution of life. Over the past several decades, data-driven efforts in mineralogy have seen a gradual increase. The development and application of data science and analytics methods to mineralogy, while extremely promising, has also been somewhat ad-hoc in nature. In order to systematize and synthesize the direction of these efforts, we introduce the concept of "Mineral Informatics," which is the next frontier for researchers working with mineral data. In this paper, we present our vision for Mineral Informatics and the X-Informatics underpinnings that led to its conception, as well as the needs, challenges, opportunities, and future directions of the field. The intention of this paper is not to create a new specific field or a sub-field as a separate silo, but to document the needs of researchers studying minerals in various contexts and fields of study, to demonstrate how the systemization and enhanced access to mineralogical data will increase cross-and interdisciplinary studies, and how data science and informatics methods are a key next step in integrative mineralogical studies.

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confidence: 99%

What is mineral informatics?

Prabhu

Morrison

Fox

et al. 2023

American Mineralogist

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Oxide Spinel and Data-Driven Discovery: A Comprehensive Mineralogical and Geochemical Data Resource, Incorporating Composition, Location, and Paragenesis

Cited by 1 publication

References 0 publications

What is mineral informatics?

What is mineral informatics?

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