Skip to main content
. 2023 Sep 9;10:607. doi: 10.1038/s41597-023-02518-z

Table 1.

Input features for the classification.

Data source Input features Dimension
Sentinel-2 MSI Spectral features: median composition of B2, B3, B4, B5, B6, B7, B8, B8A, B11, B12 10
Normalized indices: NDVI, NDBI, MNDWI 3
Sentinel-1 SAR Backscattering features: annual mean of VV, VH time-series images 2
Phenological features: seasonal mean of VV, VH time-series images 8
Temporal features: standard deviation of VH, VV 2
Textural features: ASM, ENT, IDM, CORR, SAVG of each annual mean of VV and VH 10

See text for the meaning of all acronyms.