FaroΒΆ
This script provides a skeleton of an implementation for assimilating data into the 1-D rotating shallow water equations via the Ensemble Kalman filter due to Evensen (2003). Simulated measured data based on a fine numerical solve is obtained in the faro_datamaker script.
Both the fine (full) and coarse (averaged) timestepping methods are implemented and available to the user. Output is in a pickled dict.