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EPSL Reporting & Reproducibility

brycewang-stanfordbybrycewang-stanford
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Learning & Documentation

Assembles supplementary materials, data availability statements, and FAIR discipline repository deposits for Earth and Planetary Science Letters (EPSL) manuscripts.

Streamlines the preparation of supplementary materials, analytical tables, and FAIR data deposition packages for submissions to Earth and Planetary Science Letters (EPSL). This skill ensures full adherence to Elsevier research-data mandates by routing datasets to canonical discipline archives (such as EarthChem, PANGAEA, IRIS/EarthScope, MagIC, and NASA PDS), constructing machine-readable data tables with complete uncertainty metadata, and formulating compliant data-availability statements with resolvable DOIs to guarantee peer-review reproducibility.

Key Features

01Routes datasets to canonical discipline repositories like EarthChem, PANGAEA, MagIC, IRIS, and NASA PDS
02Validates workflow reproducibility to ensure headline numbers and figures are fully re-derivable
03Generates machine-readable, complete data tables with uncertainty levels and sample metadata
04Formats compliant data-availability statements using resolvable DOIs instead of vague request clauses
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06Structures comprehensive methods supplements with instrumentation, standards, blanks, and calibration chains

Use Cases

01Packaging supplementary geochemistry, geochronology, or paleomagnetic tables prior to journal submission
02Drafting an EPSL data-availability statement and selecting appropriate open-science repositories
03Auditing manuscript reproducibility and ensuring analytical figures regenerate from deposited code and raw tables