From: Yield prediction by machine learning from UAS-based multi-sensor data fusion in soybean
 | Parameter (%) | Mean | Std | Median | NMAD | BwMv | P2.5% | Q25% | Q75% | P97.5% | IQR | IPR90% | IPR99% |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
7/23/2018 (DAP 61) | Canopy cover | 79.54 | 20.29 | 85.45 | 6.66 | 7.60 | 3.37 | 80.09 | 89.47 | 98.32 | 9.37 | 70.54 | 99.85 |
green | 6.21 | 0.72 | 6.19 | 0.79 | 0.73 | 4.93 | 5.65 | 6.71 | 7.60 | 1.06 | 2.34 | 3.31 | |
Red | 2.53 | 0.27 | 2.51 | 0.23 | 0.26 | 2.02 | 2.37 | 2.68 | 3.08 | 0.31 | 0.88 | 1.51 | |
Red edge | 31.84 | 2.61 | 32.03 | 2.26 | 2.44 | 26.29 | 30.42 | 33.45 | 36.91 | 3.02 | 8.25 | 16.49 | |
Near infrared | 55.15 | 7.02 | 55.42 | 5.80 | 6.83 | 39.45 | 51.70 | 59.48 | 69.23 | 7.78 | 24.46 | 35.83 | |
8/01/2018 (DAP 70) | Canopy cover | 86.90 | 5.48 | 87.77 | 3.62 | 3.79 | 69.42 | 85.22 | 90.06 | 94.35 | 4.83 | 19.35 | 31.97 |
green | 5.90 | 0.39 | 5.85 | 0.39 | 0.39 | 5.25 | 5.61 | 6.15 | 6.76 | 0.54 | 1.25 | 1.96 | |
Red | 2.62 | 0.18 | 2.60 | 0.18 | 0.18 | 2.33 | 2.48 | 2.73 | 3.03 | 0.24 | 0.57 | 1.00 | |
Red edge | 32.22 | 1.34 | 32.22 | 1.28 | 1.35 | 29.63 | 31.31 | 33.06 | 34.96 | 1.75 | 4.52 | 6.89 | |
Near infrared | 55.59 | 2.27 | 55.58 | 2.19 | 2.22 | 50.99 | 54.12 | 57.08 | 60.08 | 2.96 | 7.59 | 13.14 |