Table 2.
The mean and standard deviation (SD) of reflectance values of all the training data according to land cover type.
Band | Tree cover, N = 498,049 | Bare ground, N = 130,756 | Cropland, N = 95,864 | Water, N = 215,989 | Built environment, N = 107,917 |
---|---|---|---|---|---|
Red, Band 1 Mean (SD) | 437.67 (52.21) | 1077.70 (215.90) | 476.97 (75.17) | 552.80 (70.18) | 824.59 (130.24) |
Green, Band 2 Mean (SD) | 544.14 (62.57) | 1312.09 (258.84) | 603.97 (82.94) | 673.54 (100.03) | 996.97 (157.97) |
Blue, Band 3 Mean (SD) | 580.90 (85.51) | 1733.98 (378.31) | 574.24 (133.72) | 675.71 (112.33) | 1236.04 (225.10) |
Near-infrared, Band 4 Mean (SD) | 1967.48 (265.02) | 2828.61 (438.59) | 3336.76 (756.40) | 703.57 (127.33) | 2171.17 (368.07) |