Table 6.
Remote sensing features and their calculation formulas.
| Abbreviation | Full Name | Calculation Formulas | Serial Number |
|---|---|---|---|
| B | Blue band | (10) | |
| H | Hue | (11) | |
| RGRI | Red-Green Ratio Index | RGRI=R/G | (12) |
| WIstd | Width Index Standard Deviation | (13) | |
| NGRDI | Normalized Green-Red Difference Index | NGRDI=(G-R)/(G+R) | (14) |
| VARI | Visible Atmospherically Resistant Index | VARI=(G-R)/(G+R-B) | (15) |
| MGVRI | Modified Green-Red Vegetation Index | MGVRI=(G2- R2)/(G2 + R2) | (16) |
| GRVI | Green-Red Vegetation Index | GRVI=(G-R)/(G+R) | (17) |
| NDGI | Normalized Difference Greenness Index | NDGI=(G-R)/(G+R) | (18) |
| GRNDVI | Green-Red Normalized Difference Vegetation Index | GRNDVI=/(NIR/R)*[(NIR-R)/(NIR+R)+1] | (19) |
| NDRE | Normalized Difference Red Edge Index | NDRE=(NIR-RE)/(NIR+RE) | (20) |
| WImean | Width Index Mean | (21) | |
| a | color channel a average | (22) | |
| ExR | Excess Red Index | EXR=1.4R-G | (23) |
| ExGR | Excess Green minus Excess Red Index | ExGR=ExG-1.4R-G | (24) |
| GNDVI | Green Normalized Difference Vegetation Index | GNDVI=(NIR–G)/(NIR+G) | (25) |
| G | Green band | (26) | |
| COM | Combination Coefficient | COM=0.25ExG+0.3ExGR+0.33CIVE+0.12VEG | (27) |
i denotes the number of rows of pixels, j denotes the number of columns of pixels, P(i, j) denotes the grayscale value at position (i, j) in the image, x and y denote the variances of px(i) and px(j), N denotes the number of rows or columns, and RE, NIR, R, B, G denote the average reflectance of the red edge band, near-infrared band, red band, blue band, and green band respectively.