GRACE and GRACE-FO Related Publications (no abstracts)

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A Machine Learning Framework for Predicting and Understanding the Canadian Drought Monitor

Mardian, Jacob, Champagne, Catherine, Bonsal, Barrie, and Berg, Aaron, 2023. A Machine Learning Framework for Predicting and Understanding the Canadian Drought Monitor. Water Resources Research, 59(8):e2022WR033847, doi:10.1029/2022WR033847.

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@ARTICLE{2023WRR....5933847M,
       author = {{Mardian}, Jacob and {Champagne}, Catherine and {Bonsal}, Barrie and {Berg}, Aaron},
        title = "{A Machine Learning Framework for Predicting and Understanding the Canadian Drought Monitor}",
      journal = {Water Resources Research},
     keywords = {drought, drought monitor, hydrology, machine learning, XGBoost, SHAP, Earth Science},
         year = 2023,
        month = aug,
       volume = {59},
       number = {8},
          eid = {e2022WR033847},
        pages = {e2022WR033847},
          doi = {10.1029/2022WR033847},
       adsurl = {https://ui.adsabs.harvard.edu/abs/2023WRR....5933847M},
      adsnote = {Provided by the SAO/NASA Astrophysics Data System}
}

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