Cosimo Solidoro

A novel Gauss-Hermite High-Order Sampling Hybrid ensemble filter for computationally efficient data assimilation in geosciences – Part 1: Application to Lorenz-96 in PythonDA v1.2.2

Data assimilation is used in a number of geophysical applications to optimally integrate information from observations and models. Providing an estimation of both state and uncertainty, ensemble algorithms are among the most successful data assimilation approaches. Since the esti...