Skip to content

VicenteYago/soil_moisture_dataset

Repository files navigation

soil_moisture_dataset

Based on OPTRAM model for Walnut Gulch Watershed area.

Highlights:

  • 1 year of sentinel2 imagery (2019)
  • 8 bands:
  • optical: R,G,B
  • IR: NIR, SWIR
  • mask: SCL
  • humidity normalized: W
  • humidty estimated: THETA

W and THETA bands are estimated based on the Optical Trapezoidal Model (OPTRAM) as described by sadegui et al 2017.

858M	./dataset_v0/G/masked
1,3G	./dataset_v0/G
858M	./dataset_v0/NDVI/masked
1,2G	./dataset_v0/NDVI
858M	./dataset_v0/SWIR/masked
1,3G	./dataset_v0/SWIR
858M	./dataset_v0/W/masked
1,7G	./dataset_v0/W
8,0K	./dataset_v0/.ipynb_checkpoints
858M	./dataset_v0/B/masked
1,3G	./dataset_v0/B
1,7G	./dataset_v0/THETA/masked
3,4G	./dataset_v0/THETA
858M	./dataset_v0/R/masked
1,3G	./dataset_v0/R
858M	./dataset_v0/NIR/masked
1,3G	./dataset_v0/NIR
858M	./dataset_v0/SCL
14G	./dataset_v0/

See exploring_dataset.ipynb to learn about using the data.