Soil Moisture Data Assimilation Using the 1D Kalman Filter

The OPE³ Field Site

Model Forcing and Parameters

Soil Moisture Data

Simulation Results

Plans ?

Slide 7

Slide 8

Slide 9

Motivation

Methodology Overview

The Catchment-Based LSM

Data

Degraded Data

Effect of Observation Error: 1

Effect of Observation Error: 2

Effect of Observation Error: 3

Effect of Observation Error: 4

Effect of Observation Error: 5

Effect of Forcing Bias: 1

Effect of Observation Error: 1

Effect of Forcing Bias: 2

Effect of Forcing Bias: 3

Effect of Temporal Resolution

Spatial Dissagregation

Effect of Spatial Resolution

Conclusions

Conclusions

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Slide 30