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    How Interpretable Machine Learning Can Benefit Process Understanding in the Geosciences by Shijie Jiang, Lily‐belle Sweet, Georgios Blougouras, Alexander Brenning, Wantong Li, Markus Reichstein, Joachim Denzler, Wei Shangguan, Guo Yu, Feini Huang, Jakob Zscheischler

    Published 2024-07-01
    “…Our goal is to facilitate a broader, yet more careful and thoughtful integration of IML into Earth science research, positioning it as a valuable data science tool capable of enhancing our current understanding of the Earth system.…”
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    Governance of Indigenous data in open earth systems science by Lydia Jennings, Katherine Jones, Riley Taitingfong, Andrew Martinez, Dominique David-Chavez, Rosanna ʻAnolani Alegado, Adrien Tofighi-Niaki, Julie Maldonado, Bill Thomas, Dennis Dye, Jeff Weber, Katie V. Spellman, Scott Ketchum, Ruth Duerr, Noor Johnson, Jennifer Balch, Stephanie Russo Carroll

    Published 2025-01-01
    “…The Earth Data Relations Working Group (EDRWG), convened to address this question and envision a research landscape that acknowledges the legacy of extractive practices and embraces new norms across Earth science institutions and open science research. …”
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