14 citations · 14 across the 2 of their papers we have counts for
2 papers
physics.ao-ph2017
Data-driven localization mappings in filtering the monsoon-Hadley multicloud convective flows
Michèle De La Chevrotière, John Harlim
This paper demonstrates the efficacy of data-driven localization mappings for assimilating satellite-like observations in a dynamical system of intermediate complexity. In particul…
math.ST2016★ 14 cited
A data-driven method for improving the correlation estimation in serial ensemble Kalman filters
Michèle De La Chevrotière, John Harlim
A data-driven method for improving the correlation estimation in serial ensemble Kalman filters is introduced. The method finds a linear map that transforms, at each assimilation c…