TABLE 5.
Comparison of the accuracy of VI and WT-VI models using 10-fold cross-validation.
|
|
VI | WT-VI | ||
|
|
||||
| R2 | RMSE | R2 | RMSE | |
| NDVI | 0.301 | 1.552 | 0.444 | 1.376 |
| GNDVI | 0.362 | 1.491 | 0.454 | 1.373 |
| NDRE | 0.356 | 1.497 | 0.429 | 1.402 |
| SR | 0.311 | 1.550 | 0.396 | 1.441 |
| CIred edge | 0.324 | 1.529 | 0.373 | 1.471 |
| CIgreen | 0.297 | 1.555 | 0.391 | 1.444 |
| WDRVI | 0.285 | 1.560 | 0.466 | 1.353 |
| MTCI | 0.328 | 1.531 | 0.367 | 1.481 |
| EVI2 | 0.515 | 1.271 | 0.405 | 1.439 |
| OSAVI | 0.405 | 1.422 | 0.416 | 1.425 |
| RVI | 0.317 | 1.529 | 0.397 | 1.443 |
| VARI | 0.009 | 1.858 | 0.292 | 1.567 |