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Simulating surface height and terminus position for marine outlet glaciers using a level set method with data assimilation. (arXiv:2201.12235v1 [physics.ao-ph])
Web: http://arxiv.org/abs/2201.12235
Jan. 31, 2022, 2:11 a.m. | M. Alamgir Hossaina, Sam Pimentel, John M. Stockie
cs.LG updates on arXiv.org arxiv.org
We implement a data assimilation framework for integrating ice surface and
terminus position observations into a numerical ice-flow model. The model uses
the well-known shallow shelf approximation (SSA) coupled to a level set method
to capture ice motion and changes in the glacier geometry. The level set method
explicitly tracks the evolving ice-atmosphere and ice-ocean boundaries for a
marine outlet glacier. We use an Ensemble Transform Kalman Filter to assimilate
observations of ice surface elevation and lateral ice extent by …
More from arxiv.org / cs.LG updates on arXiv.org
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