Soil Moisture from SMAP, Sentinel 1 and in-situ observations dataset

Each folder contains the dataset for the entire CONUS over the corresponding time period.

For folder contains two classes of GeoTIFF images, namely the NW_Day_XXX_9km_Signals.tif and NW_Day_XXX_1km_Signals.tif, corresponding to data at 9 and 1 km spatial resolution respectively (XXX encodes the specific date e.g. 20180601)

Each *9km_Signals.tif image contains 7 bands that correspond to the following variables:

1. SMAP Tb, Horizontal polarization

2. SMAP Tb, Vertical polarization

3. Soil Moisture (estimation)

4. Clay

5. Bulk Density

6. Latitude

7. Longitude

Each *1km_Signals.tif image contains 12 bands that correspond to the following variables:

1. Sentinel 1 σ0, Vertical polarization

2. Sentinel 1 σ0, Horizontal polarization

3. SMAP TB, vertical polarization;

4. In-Situ Soil Moisture value

5. Soil Moisture (estimated) at 1km;

6. Vegetation Water Content

7. Surface Temperature

8. Precipitation

9. Land cover map

10. In-Situ location name

11. Latitude

12. Longitude