Class | Variable | Formula | Reference |
---|---|---|---|
Spectral (Multispectral sensor) | |||
Normalized difference vegetation index | NDVI | NDVI = (B4 – B2) / (B4 + B2) | (Rouse Jr et al. 1974) |
Green NDVI | GNDVI | GNDVI = (B4 – B1) / (B4 + B1) | (Gitelson et al. 1996) |
Red edge normalised difference Vegetation index | RENDVI | RENDVI = (B4 – B3) / (B4 + B3) | (Gitelson and Merzlyak 1994) |
Green RENVI | REGNDVI | REGNDVI = (B3 – B1) / (B3 + B1) | (Buschmann and Nagel 1993) |
Red RENVI | RERNDVI | REGNDVI = (B3 – B2) / (B3 + B2) | (Barnes et al. 2000) |
Normalized green-red vegetation index | NGRVI | NGRVI = (B1 – B2) / (B1 + B2) | (Motohka et al. 2010) |
Non-linear index | NLI | NLI = (B4^2 – B2) / (B4^2 + B2) | (Goel and Qin 1994) |
Optimized soil adjusted vegetation index | OSAVI | SAVI = ((B4 – B2) / ((B4 + B2) + 0.15)) × (1 + 0.5) | (Huete 1988) |
Texture | ndvi_GLCM (window size of 3 × 3 pixels and a 45 degree shift) | “mean”, “variance”, “homogeneity”, “contrast”, “dissimilarity”, “entropy”, “second_moment”, “correlation” |