Tools for idealized parameter estimation experiments
-
PE_CBL.py
Main driver program for parameter estimation with a convective boundary layer model. Includes a few examples. -
models.py
Model code. At the moment, it only includes a CBL model. -
ENDA.py
Data assimilation code. Includes implementations of the EAKF and the LETKF. Also includes classes for data assimilation cycles, diagnostics and experiments (nature run + cycle + diagnostics). -
graphics.py
Includes all the code for generating figures.
The code depends on numpy
, scipy
, matplotlib.pyplot