Assimilating Remotely Sensed Soil Moisture in the CLM Using 1D Kalman Filter

Background

Approaches

Inputs

Land Cover types

North America Runs

North America Runs

Eurasia Catchments

Model Predictions

Model Predictions

Model Predictions

Model Predictions

Dryness Index

Three Dataset Comparisons

SMMR Soil Moisture

SMMR Soil Moisture

Vegetation Attenuation from Polarization Ratio

In-situ Soil Moisture Data

In-situ Soil Moisture Data

Soil Moisture Comparison

Future Works