Methodology Overview
Use a LSM to generate a “truth” data set that
provides both surface soil moisture “observations”
and evaluation data.
Degrade the land surface forcing data and initial
conditions to simulate uncertainties in this data
(assume a perfect model).
Run the LSM with degraded data.
Run the LSM with degraded data and assimilate
the “observations” with various spatial and
temporal resolutions imposed using the extended
Kalman filter.
Compare with the “truth”.
 The University of Melbourne