Table 2.
Results for the cross-validated coefficient of determination (Rcv2), root mean square error (RMSE), and mean absolute error (MAE) to evaluate model performance for all the models executed using Landsat-8 OLI or Sentinel-2 MSI data
Model | Landsat-8 | Sentinel-2 | ||||
---|---|---|---|---|---|---|
Rcv2 | RMSEcv | MAEcv | Rcv2 | RMSEcv | MAEcv | |
Spectral bands | 0.87 | 20.27 | 0.18 | 0.89 | 10.18 | 0.11 |
Spectral indices | 0.90 | 30.01 | 0.19 | 0.82 | 50.09 | 0.29 |
Spectral bands and indices | 0.87 | 22.30 | 0.06 | 0.80 | 23.53 | 0.03 |