Search Results for author: Peter J. Van Leeuwen

Found 1 papers, 0 papers with code

Ensemble Riemannian Data Assimilation over the Wasserstein Space

no code implementations7 Sep 2020 Sagar K. Tamang, Ardeshir Ebtehaj, Peter J. Van Leeuwen, Dongmian Zou, Gilad Lerman

Unlike the Eulerian penalization of error in the Euclidean space, the Wasserstein metric can capture translation and difference between the shapes of square-integrable probability distributions of the background state and observations -- enabling to formally penalize geophysical biases in state-space with non-Gaussian distributions.

Methodology

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