Table 3. Environmental (top) and WASH (bottom) predictor variables.
Data source | Variable | Scale [range] | Resolution [m] | Mask | Aggregation |
---|---|---|---|---|---|
OLI/Sentinel | Blue band | Continuous [0–1] | 30 / 10 | 1, 2, 4, 5, 6 | Median |
OLI/Sentinel | Green band | Continuous [0–1] | 30 / 10 | 1, 2, 4, 5, 6 | Median |
OLI/Sentinel | Red band | Continuous [0–1] | 30 / 10 | 1, 2, 4, 5, 6 | Median |
OLI/Sentinel | nir band | Continuous [0–1] | 30 / 10 | 1, 2, 4, 5, 6 | Median |
OLI/Sentinel | swir band | Continuous [0–1] | 30 / 20 | 1, 2, 4, 5, 6 | Median |
OLI/Sentinel | NDVI | Continuous [-1-1] | 30 / 10 | 1, 2, 4, 5, 6 | Median |
OLI/Sentinel | EVI | Continuous [-1-1] | 30 / 10 | 1, 2, 4, 5, 6 | Median |
OLI/Sentinel | SAVI | Continuous [-1-1] | 30 / 10 | 1, 2, 4, 5, 6 | Median |
OLI/Sentinel | MSAVI | Continuous [-1-1] | 30 / 10 | 1, 2, 4, 5, 6 | Median |
OLI/Sentinel | NDWI | Continuous [-1-1] | 30 / 10 | 1, 2, 4, 5, 6 | Median |
OLI/Sentinel | MNDWI | Continuous [-1-1] | 30 / 10 | 1, 2, 4, 5, 6 | Median |
TIRS | LST [°C] | Continuous [13–47] | 100 | 1, 2, 4, 5, 6 | Median |
DEM | Elevation [m] | Continuous [1–870] | 30 | 1, 2, 4, 5, 6 | Median |
DEM | Slope [°] | Continuous [0–85] | 30 | 1, 2, 4, 5, 6 | Median |
DEM | Stream order | Categorical [0–5] | 30 | 1 | Max |
Field data | FIWS access | Categorical [0–5] | -- | 3 | Mode |
Field data | SWAP access | Categorical [0–5] | -- | 3 | Mode |
Field data | Iron [mg/l] | Continuous [0.1–0.7] | -- | 1 | Median |
Field data | TDS [mg/l] | Continuous [83–616] | -- | 1 | Median |