Publications related to the GRACE Missions (no abstracts)

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Uncertainty Quantification of Satellite–Based Essential Climate Variables Derived from Deep Learning

Gou, Junyang, Salberg, Arnt–Børre, Kiani Shahvandi, Mostafa, Tourian, Mohammad J., Meyer, Ulrich, Boergens, Eva, Waldeland, Anders U., Velicogna, Isabella, Dahl, Fredrik, Jäggi, Adrian, Schindler, Konrad, and Soja, Benedikt, 2026. Uncertainty Quantification of Satellite–Based Essential Climate Variables Derived from Deep Learning. Surveys in Geophysics, .

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@ARTICLE{2026SGeo..tmp...12G,
       author = {{Gou}, Junyang and {Salberg}, Arnt-B{\o}rre and {Kiani Shahvandi}, Mostafa and {Tourian}, Mohammad J. and {Meyer}, Ulrich and {Boergens}, Eva and {Waldeland}, Anders U. and {Velicogna}, Isabella and {Dahl}, Fredrik and {J{\"a}ggi}, Adrian and {Schindler}, Konrad and {Soja}, Benedikt},
        title = "{Uncertainty Quantification of Satellite-Based Essential Climate Variables Derived from Deep Learning}",
      journal = {Surveys in Geophysics},
     keywords = {Deep learning, Uncertainty quantification, Essential climate variables, Satellite observations, Snow cover, Terrestrial water storage},
         year = 2026,
        month = jan,
          doi = {10.1007/s10712-025-09919-2},
       adsurl = {https://ui.adsabs.harvard.edu/abs/2026SGeo..tmp...12G},
      adsnote = {Provided by the SAO/NASA Astrophysics Data System}
}

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