Community recommendations for geochemical data, services and analytical capabilities in the 21st century

Klöcking, Marthe; Wyborn, Lesley; Lehnert, Kerstin; Ware, Bryant; Prent, Alexander; Profeta, Lucia; Kohlmann, Fabian; Noble, Wayne; Bruno, Ian J.; Lambart, Sarah; Ananuer, Halimulati; Barber, Nicholas; Becker, Harry; Brodbeck, Maurice; Deng, Hang; Deng, Kai; Elger, Kirsten; Franco, Gabriel de Souza; Gao, Yue; Ghasera, Khalid Mohammed; Hezel, Dominik C.; Huang, Jingyi; Kerswell, Buchanan; Koch, Hilde; Lanati, Anthony; Maat, Geertje ter; Martínez-Villegas, Nadia; Yobo, Lucien Nana; Redaa, Ahmad; Schäfer, Wiebke; Swing, Megan R.; Taylor, Richard; Traun, Marie Katrine; Whelan, Jo; Zhou, Tengfei

doi:10.1016/j.gca.2023.04.024

Cited by 12 publications

(16 citation statements)

References 57 publications

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“…However, in many cases, journals do not mandate authors submitting data to a specific repository. Community guidelines for exactly how such data should be presented and archived are clearly needed, as well as ways for data curation to be valued when hiring and promoting researchers (e.g., Klöcking et al, 2023).…”

Section: Future Developments Should Be Guided By Fair Principlesmentioning

confidence: 99%

Determining the Pressure – Temperature – Composition (P-T-X) conditions of magma storage

Wieser,

Gleeson,

Matthews

et al. 2024

Preprint

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Determining the pressures and temperatures at which melts are stored in the crust and upper mantle, and the major element composition, redox state and volatile contents of these melts, is vital to constrain the structure and dynamics of magmatic plumbing systems. In turn, constraining these parameters helps understand the geochemical and structural evolution of the Earth’s lithosphere, and periods of unrest at active volcanoes. We review common thermobarometers, hygrometers and chemometers based on mineral and/or liquid compositions, before discussing recent advances in melt and fluid inclusion barometry, Raman-based elastic thermobarometry, and thermodynamic modelling methods. Where possible, we investigate the accuracy and precision of each technique, and the implications for the application of each method to different research questions.

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Section: Future Developments Should Be Guided By Fair Principlesmentioning

confidence: 99%

Determining the Pressure – Temperature – Composition (P-T-X) conditions of magma storage

Wieser,

Gleeson,

Matthews

et al. 2024

Preprint

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“…These challenges are also known as making data Findable, Accessible, Interoperable, and Reusable for both machines and humans, in other words: FAIR (Wilkinson et al 2016). While this has been partly achieved in other, related domains including chemistry, crystallography, seismology, and oceans science (Klöcking et al 2023), whereas geochemistry is just getting started. We now need to harness existing initiatives and better coordinate the various community groups around the world working towards making geochemical data FAIR.…”

Section: Towards Achieving a Shared Visionmentioning

confidence: 99%

“…OneGeochemistry is still very much developing and we want you to get involved in deciding on its governance, formal and legal structure, help make decisions, and participate in the process of defining community-led guidelines for geochemical data handling and preservation. As part of this, you can make yourself electable for the board, and join or lead scientific and technical expert committees to advise on and help coordinate development of standard data reporting methods, method specific vocabularies, as well as metadata profiles (e.g., Klöcking et al 2023). OneGeochemistry also welcomes any suggestions and reviews of project outcomes and progress via our Slack workspace (https://onegeochemistry.slack.com) or email address (onegeochemistry@codata.org).…”

Section: Communities and Agreementsmentioning

confidence: 99%

Innovating and networking global geochemical data resources through OneGeochemistry

Prent¹,

Hezel²,

Klöcking³

et al. 2023

Preprint

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A vision of the not-to-distant future: Imagine yourself as a researcher who is making plans for fieldwork in the Andes Mountains. You are behind your computer and load a three-dimensional visualisation of the Earth and its geology to investigate the research already done in the southern Patagonian regions. You zoom in to the mountain range of interest and select various data layers to show samples, their chemical and isotopic compositions, as well as rock ages for further reference. One area shows particularly young ages and a single click brings up an image showing the thermal and chemical evolution of the rocks, bringing to life the events experienced by that part of the Earth. Each sample and data point have all the necessary information about uncertainties in the data, and the associated description of the analytical methods enables you to verify and trust the quality of data associated with (anomalous) points. Looking back at the visualisation, you change a few parameters and, in (close to) real-time, the modelled Earth changes to display the outcomes of the selected model scenario. The model recipe and selected data are exported by another click to a standard formatted file. These data are directly usable in your chosen application and offline device. Adding your own recently collected data to the model via drag and drop makes them show up in bright colours, contrasting with the prior known data and putting them in direct context. The visualised additional data alters the prior geological understanding and confirms your suspicions regarding what information is missing. Together with a customisable visualisation of model uncertainty, this information helps you to plan the collection of new samples. You are excited to go into the field to collect and subsequently analyse samples that you know will complement existing research in the area and vastly improve the current geological understanding of this region. With this preparation in hand, you are now able to apply for the necessary funding, proposing an efficient plan that minimises cost at a high likelihood of success.

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“…The creation and application of metadata standards in HEIs [6,13,14,46] Involvement of stakeholders such as researchers, students, citizens, librarians, and information and communication technologists (ICT) in HEIs to enhance the creation and development of metadata and metadata standards for their research community members to preserve, discover, and re-use research data in repositories. [9,33,45] Metadata standards can be created by humans (manually) or machines (automatically) using recommended guidelines and applications. However, manual creation requires knowledge of metadata structure schemes, content standards, and controlled vocabulary schemes and repositories designs which can comply with metadata standards for research data to be preserved.…”

Section: Themes Research Article(s) Main Findingsmentioning

confidence: 99%

Metadata Standard for Continuous Preservation, Discovery, and Reuse of Research Data in Repositories by Higher Education Institutions: A Systematic Review

Mosha

Ngulube

2023

Information

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This systematic review synthesised existing research papers that explore the available metadata standards to enable researchers to preserve, discover, and reuse research data in repositories. This review provides a broad overview of certain aspects that must be taken into consideration when creating and assessing metadata standards to enhance research data preservation discoverability and reusability strategies. Research papers on metadata standards, research data preservation, discovery and reuse, and repositories published between January 2003 and April 2023 were reviewed from a total of five databases. The review retrieved 1597 papers, and 13 papers were selected in this review. We revealed 13 research articles that explained the creation and application of metadata standards to enhance preservation, discovery, and reuse of research data in repositories. Among them, eight presented the three main types of metadata, descriptive, structural, and administrative, to enable the preservation of research data in data repositories. We noted limited evidence on how these metadata standards can be used to enhance the discovery and reuse of research data in repositories to enable the preservation, discovery, and reuse of research data in repositories. No reviews indicated specific higher education institutions employing metadata standards for the research data created by their researchers. Repository designs and a lack of expertise and technology know-how were among the challenges identified from the reviewed papers. The review has the potential to influence professional practice and decision-making by stakeholders, including researchers, students, librarians, information communication technologists, data managers, private and public organisations, intermediaries, research institutions, and non-profit organizations.

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Community recommendations for geochemical data, services and analytical capabilities in the 21st century

Cited by 12 publications

References 57 publications

Determining the Pressure – Temperature – Composition (P-T-X) conditions of magma storage

Determining the Pressure – Temperature – Composition (P-T-X) conditions of magma storage

Innovating and networking global geochemical data resources through OneGeochemistry

Metadata Standard for Continuous Preservation, Discovery, and Reuse of Research Data in Repositories by Higher Education Institutions: A Systematic Review

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