A data-driven method for improving the correlation estimation in serial ensemble Kalman filters

17 Nov 2016 De La Chevrotière Michèle Harlim John

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 cycle, the poorly estimated sample correlation into an improved correlation... (read more)

PDF Abstract
No code implementations yet. Submit your code now

Categories


  • STATISTICS THEORY
  • NUMERICAL ANALYSIS
  • STATISTICS THEORY