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The root zone soil moisture estimates used by USDA-FAS are generated using the modified Palmer model. This baseline model was extended to by adding a data assimilation (DA) unit that allow us to routinely ingest satellite-based soil moisture observations. The current DA system relies on observations obtained from the Soil Moisture Ocean Salinity Mission (SMOS). Preliminary analysis, however, demonstrated...
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