Table 1 5%, 50%, and 95% quantiles of the CC (), Bias (%), RMSE (mm/month) for annual and seasonal precipitation data between ERA5 and observation in seven zones of China.
From: Evaluation of spatial-temporal variation performance of ERA5 precipitation data in China
Zone | Quantiles (%) | Spring | Summer | Autumn | Winter | ||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
CC | Bias | RMSE | CC | Bias | RMSE | CC | Bias | RMSE | CC | Bias | RMSE | ||
WNW | 5 | 0.26 | 19.59 | 4.95 | 0.36 | −5.81 | 12.33 | 0.29 | 8.99 | 4.48 | 0.33 | 25.76 | 1.79 |
50 | 0.66 | 43.17 | 17.34 | 0.62 | 6.95 | 29.77 | 0.64 | 30.22 | 14.10 | 0.62 | 68.72 | 7.47 | |
95 | 0.87 | 76.56 | 124.29 | 0.81 | 22.72 | 264.14 | 0.81 | 48.29 | 94.82 | 0.85 | 121.52 | 30.69 | |
ENW | 5 | 0.45 | −45.75 | 5.75 | 0.28 | −57.59 | 17.48 | 0.58 | −52.89 | 5.09 | 0.25 | −38.00 | 1.88 |
50 | 0.74 | 20.56 | 22.92 | 0.68 | −12.68 | 46.77 | 0.77 | 18.95 | 24.07 | 0.57 | 22.94 | 8.14 | |
95 | 0.91 | 339.05 | 86.08 | 0.84 | 237.82 | 174.18 | 0.86 | 254.02 | 116.87 | 0.83 | 263.60 | 46.02 | |
N | 5 | 0.68 | −20.16 | 16.38 | 0.60 | −35.85 | 29.07 | 0.67 | −27.36 | 15.32 | 0.42 | 6.79 | 5.19 |
50 | 0.81 | 36.33 | 35.40 | 0.75 | 11.31 | 87.21 | 0.83 | 30.65 | 35.27 | 0.81 | 92.22 | 11.57 | |
95 | 0.90 | 117.99 | 55.39 | 0.86 | 69.34 | 147.38 | 0.93 | 112.02 | 58.79 | 0.94 | 305.51 | 20.95 | |
NE | 5 | 0.63 | 9.41 | 21.48 | 0.67 | −7.02 | 37.15 | 0.67 | 2.96 | 18.14 | 0.57 | 14.50 | 5.68 |
50 | 0.84 | 30.78 | 39.04 | 0.83 | 8.98 | 58.83 | 0.85 | 18.90 | 35.08 | 0.83 | 58.86 | 9.78 | |
95 | 0.92 | 69.30 | 72.75 | 0.90 | 34.11 | 126.39 | 0.92 | 49.33 | 57.31 | 0.91 | 122.93 | 29.57 | |
Tibet | 5 | 0.00 | 2.48 | 13.07 | 0.08 | 6.52 | 40.36 | 0.03 | −25.29 | 16.36 | 0.13 | −25.28 | 5.25 |
50 | 0.50 | 126.04 | 51.03 | 0.50 | 48.97 | 109.70 | 0.55 | 110.63 | 44.94 | 0.46 | 212.00 | 18.69 | |
95 | 0.78 | 321.73 | 326.06 | 0.84 | 201.17 | 450.18 | 0.78 | 839.43 | 271.69 | 0.70 | 339.14 | 180.58 | |
SW | 5 | 0.28 | 7.54 | 39.70 | 0.32 | −4.39 | 67.88 | 0.45 | 28.15 | 44.87 | 0.36 | 28.71 | 21.11 |
50 | 0.64 | 46.06 | 105.01 | 0.63 | 20.57 | 153.80 | 0.71 | 146.62 | 97.74 | 0.69 | 157.73 | 59.15 | |
95 | 0.82 | 168.67 | 276.22 | 0.82 | 68.83 | 412.69 | 0.85 | 601.52 | 233.66 | 0.86 | 601.44 | 170.02 | |
SE | 5 | 0.37 | −7.52 | 51.99 | 0.61 | −10.26 | 99.57 | 0.72 | −7.04 | 41.95 | 0.65 | −14.34 | 20.76 |
50 | 0.66 | 16.56 | 139.11 | 0.76 | 14.35 | 161.20 | 0.85 | 8.98 | 64.10 | 0.84 | 8.23 | 43.94 | |
95 | 0.84 | 64.40 | 368.13 | 0.85 | 39.29 | 284.99 | 0.93 | 40.43 | 124.56 | 0.95 | 108.98 | 143.57 |