Download Data |
Period Mean (original grids) [%] |
Model Period Mean (intersection) [%] |
Model Period Mean (complement) [%] |
Benchmark Period Mean (intersection) [%] |
Benchmark Period Mean (complement) [%] |
Bias [%] |
RMSE [%] |
Phase Shift [months] |
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Interannual Variability Score [1] |
Overall Score [1] |
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Benchmark | [-] | 77.9 | |||||||||||||||
CLM4 | [-] | 71.0 | 71.2 | 0.00 | 77.8 | 80.3 | -5.99 | 12.5 | 1.92 | 0.37 | 0.25 | 0.72 | 0.99 | 0.52 | 0.52 | ||
CLM4.5 | [-] | 70.5 | 70.7 | 0.00 | 77.8 | 80.3 | -6.51 | 12.4 | 1.88 | 0.35 | 0.26 | 0.73 | 0.99 | 0.55 | 0.52 | ||
CLM5 | [-] | 68.7 | 68.9 | 0.00 | 77.8 | 80.3 | -8.28 | 14.1 | 1.93 | 0.34 | 0.23 | 0.72 | 1.0 | 0.48 | 0.50 |
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Period Mean (original grids) [%] |
Model Period Mean (intersection) [%] |
Model Period Mean (complement) [%] |
Benchmark Period Mean (intersection) [%] |
Benchmark Period Mean (complement) [%] |
Bias [%] |
RMSE [%] |
Phase Shift [months] |
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Spatial Distribution Score [1] |
Interannual Variability Score [1] |
Overall Score [1] |
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Benchmark | [-] | 53.6 | |||||||||||||||
CLM4 | [-] | 52.9 | 52.4 | 0.00 | 53.2 | 77.5 | -0.675 | 11.6 | 0.538 | 0.75 | 0.59 | 0.93 | 0.99 | 0.83 | 0.78 | ||
CLM4.5 | [-] | 52.2 | 51.7 | 0.00 | 53.2 | 77.5 | -1.33 | 11.8 | 0.545 | 0.73 | 0.60 | 0.93 | 0.97 | 0.83 | 0.78 | ||
CLM5 | [-] | 51.0 | 50.5 | 0.00 | 53.2 | 77.5 | -2.52 | 11.8 | 0.548 | 0.73 | 0.59 | 0.93 | 0.97 | 0.84 | 0.78 |
Download Data |
Period Mean (original grids) [%] |
Model Period Mean (intersection) [%] |
Model Period Mean (complement) [%] |
Benchmark Period Mean (intersection) [%] |
Benchmark Period Mean (complement) [%] |
Bias [%] |
RMSE [%] |
Phase Shift [months] |
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Overall Score [1] |
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Benchmark | [-] | 64.2 | |||||||||||||||
CLM4 | [-] | 62.8 | 62.7 | 0.00 | 63.5 | 77.8 | 0.403 | 11.4 | 1.20 | 0.59 | 0.44 | 0.83 | 0.98 | 0.78 | 0.68 | ||
CLM4.5 | [-] | 61.9 | 61.9 | 0.00 | 63.5 | 77.8 | -0.262 | 11.4 | 1.17 | 0.58 | 0.44 | 0.84 | 0.97 | 0.77 | 0.67 | ||
CLM5 | [-] | 61.1 | 61.1 | 0.00 | 63.5 | 77.8 | -1.12 | 11.5 | 1.17 | 0.60 | 0.44 | 0.84 | 0.97 | 0.75 | 0.67 |
Download Data |
Period Mean (original grids) [%] |
Model Period Mean (intersection) [%] |
Model Period Mean (complement) [%] |
Benchmark Period Mean (intersection) [%] |
Benchmark Period Mean (complement) [%] |
Bias [%] |
RMSE [%] |
Phase Shift [months] |
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Overall Score [1] |
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Benchmark | [-] | 77.6 | |||||||||||||||
CLM4 | [-] | 89.4 | 89.4 | 0.00 | 77.1 | 83.4 | 12.5 | 18.5 | 2.94 | 0.095 | 0.075 | 0.52 | 0.67 | 0.66 | 0.35 | ||
CLM4.5 | [-] | 89.7 | 89.7 | 0.00 | 77.1 | 83.4 | 12.9 | 18.4 | 2.36 | 0.088 | 0.081 | 0.64 | 0.65 | 0.68 | 0.37 | ||
CLM5 | [-] | 88.5 | 88.5 | 0.00 | 77.1 | 83.4 | 11.6 | 17.7 | 2.76 | 0.11 | 0.079 | 0.55 | 0.73 | 0.55 | 0.35 |
Download Data |
Period Mean (original grids) [%] |
Model Period Mean (intersection) [%] |
Model Period Mean (complement) [%] |
Benchmark Period Mean (intersection) [%] |
Benchmark Period Mean (complement) [%] |
Bias [%] |
RMSE [%] |
Phase Shift [months] |
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Benchmark | [-] | 84.2 | |||||||||||||||
CLM4 | [-] | 88.2 | 88.3 | 0.00 | 85.0 | 81.2 | 2.30 | 5.31 | 1.53 | 0.49 | 0.27 | 0.78 | 1.0 | 0.60 | 0.57 | ||
CLM4.5 | [-] | 87.2 | 87.3 | 0.00 | 85.0 | 81.2 | 1.64 | 5.01 | 1.54 | 0.54 | 0.28 | 0.78 | 0.99 | 0.64 | 0.59 | ||
CLM5 | [-] | 85.2 | 85.2 | 0.00 | 85.0 | 81.2 | -0.688 | 5.23 | 1.42 | 0.59 | 0.24 | 0.80 | 1.0 | 0.52 | 0.56 |
Download Data |
Period Mean (original grids) [%] |
Model Period Mean (intersection) [%] |
Model Period Mean (complement) [%] |
Benchmark Period Mean (intersection) [%] |
Benchmark Period Mean (complement) [%] |
Bias [%] |
RMSE [%] |
Phase Shift [months] |
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Benchmark | [-] | 72.3 | |||||||||||||||
CLM4 | [-] | 84.0 | 84.1 | 0.00 | 72.2 | 78.9 | 11.8 | 18.3 | 1.49 | 0.27 | 0.22 | 0.79 | 0.97 | 0.71 | 0.53 | ||
CLM4.5 | [-] | 84.5 | 84.6 | 0.00 | 72.2 | 78.9 | 12.3 | 18.6 | 1.41 | 0.26 | 0.22 | 0.81 | 0.97 | 0.73 | 0.53 | ||
CLM5 | [-] | 82.6 | 82.6 | 0.00 | 72.2 | 78.9 | 10.4 | 17.9 | 2.16 | 0.32 | 0.20 | 0.68 | 0.97 | 0.57 | 0.49 |
Download Data |
Period Mean (original grids) [%] |
Model Period Mean (intersection) [%] |
Model Period Mean (complement) [%] |
Benchmark Period Mean (intersection) [%] |
Benchmark Period Mean (complement) [%] |
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RMSE [%] |
Phase Shift [months] |
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Benchmark | [-] | 61.3 | |||||||||||||||
CLM4 | [-] | 66.6 | 66.8 | 0.00 | 61.0 | 71.3 | 6.48 | 16.8 | 1.88 | 0.48 | 0.33 | 0.72 | 0.99 | 0.82 | 0.61 | ||
CLM4.5 | [-] | 66.6 | 66.9 | 0.00 | 61.0 | 71.3 | 6.53 | 16.4 | 1.91 | 0.49 | 0.34 | 0.71 | 0.99 | 0.83 | 0.61 | ||
CLM5 | [-] | 65.2 | 65.4 | 0.00 | 61.0 | 71.3 | 5.02 | 16.2 | 1.97 | 0.54 | 0.32 | 0.70 | 0.99 | 0.76 | 0.61 |
Download Data |
Period Mean (original grids) [%] |
Model Period Mean (intersection) [%] |
Model Period Mean (complement) [%] |
Benchmark Period Mean (intersection) [%] |
Benchmark Period Mean (complement) [%] |
Bias [%] |
RMSE [%] |
Phase Shift [months] |
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Benchmark | [-] | 69.0 | |||||||||||||||
CLM4 | [-] | 64.5 | 64.2 | 0.00 | 68.3 | 79.0 | -1.74 | 11.0 | 0.966 | 0.63 | 0.40 | 0.87 | 0.93 | 0.68 | 0.65 | ||
CLM4.5 | [-] | 63.9 | 63.6 | 0.00 | 68.3 | 79.0 | -2.26 | 10.8 | 0.982 | 0.62 | 0.41 | 0.87 | 0.94 | 0.70 | 0.66 | ||
CLM5 | [-] | 62.1 | 61.8 | 0.00 | 68.3 | 79.0 | -4.10 | 11.5 | 0.920 | 0.61 | 0.39 | 0.87 | 0.94 | 0.65 | 0.64 |
Download Data |
Period Mean (original grids) [%] |
Model Period Mean (intersection) [%] |
Model Period Mean (complement) [%] |
Benchmark Period Mean (intersection) [%] |
Benchmark Period Mean (complement) [%] |
Bias [%] |
RMSE [%] |
Phase Shift [months] |
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Overall Score [1] |
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Benchmark | [-] | 78.8 | |||||||||||||||
CLM4 | [-] | 89.2 | 89.2 | 0.00 | 78.5 | 84.9 | 10.8 | 17.2 | 1.99 | 0.14 | 0.089 | 0.71 | 0.80 | 0.60 | 0.40 | ||
CLM4.5 | [-] | 89.8 | 89.8 | 0.00 | 78.5 | 84.9 | 11.4 | 16.9 | 1.61 | 0.12 | 0.10 | 0.79 | 0.74 | 0.64 | 0.42 | ||
CLM5 | [-] | 88.9 | 88.9 | 0.00 | 78.5 | 84.9 | 10.5 | 16.2 | 3.05 | 0.15 | 0.10 | 0.50 | 0.83 | 0.52 | 0.37 |
Download Data |
Period Mean (original grids) [%] |
Model Period Mean (intersection) [%] |
Model Period Mean (complement) [%] |
Benchmark Period Mean (intersection) [%] |
Benchmark Period Mean (complement) [%] |
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RMSE [%] |
Phase Shift [months] |
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Benchmark | [-] | 53.1 | |||||||||||||||
CLM4 | [-] | 50.8 | 50.8 | 0.00 | 51.3 | 74.6 | 2.11 | 7.29 | 0.517 | 0.70 | 0.51 | 0.91 | 1.0 | 0.81 | 0.74 | ||
CLM4.5 | [-] | 51.3 | 51.3 | 0.00 | 51.3 | 74.6 | 2.57 | 7.42 | 0.514 | 0.69 | 0.52 | 0.91 | 1.0 | 0.81 | 0.74 | ||
CLM5 | [-] | 50.0 | 50.0 | 0.00 | 51.3 | 74.6 | 1.27 | 6.95 | 0.506 | 0.74 | 0.52 | 0.91 | 1.0 | 0.80 | 0.75 |
Download Data |
Period Mean (original grids) [%] |
Model Period Mean (intersection) [%] |
Model Period Mean (complement) [%] |
Benchmark Period Mean (intersection) [%] |
Benchmark Period Mean (complement) [%] |
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RMSE [%] |
Phase Shift [months] |
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Overall Score [1] |
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Benchmark | [-] | 76.7 | |||||||||||||||
CLM4 | [-] | 79.2 | 79.2 | 0.00 | 76.6 | 78.3 | 2.67 | 9.32 | 0.914 | 0.60 | 0.32 | 0.87 | 0.81 | 0.70 | 0.60 | ||
CLM4.5 | [-] | 79.8 | 79.8 | 0.00 | 76.6 | 78.3 | 3.20 | 9.31 | 0.885 | 0.57 | 0.33 | 0.88 | 0.81 | 0.73 | 0.61 | ||
CLM5 | [-] | 77.5 | 77.5 | 0.00 | 76.6 | 78.3 | 0.920 | 9.32 | 0.889 | 0.61 | 0.31 | 0.88 | 0.78 | 0.62 | 0.58 |
Download Data |
Period Mean (original grids) [%] |
Model Period Mean (intersection) [%] |
Model Period Mean (complement) [%] |
Benchmark Period Mean (intersection) [%] |
Benchmark Period Mean (complement) [%] |
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Benchmark | [-] | 74.9 | |||||||||||||||
CLM4 | [-] | 71.2 | 71.2 | 0.00 | 65.3 | 79.6 | 6.95 | 14.5 | 1.49 | 0.39 | 0.31 | 0.77 | 0.94 | 0.70 | 0.57 | ||
CLM4.5 | [-] | 71.2 | 71.2 | 0.00 | 65.3 | 79.6 | 7.00 | 14.4 | 1.49 | 0.38 | 0.31 | 0.77 | 0.94 | 0.72 | 0.57 | ||
CLM5 | [-] | 69.5 | 69.5 | 0.00 | 65.3 | 79.6 | 5.43 | 14.1 | 1.53 | 0.41 | 0.30 | 0.76 | 0.95 | 0.64 | 0.56 |
Download Data |
Period Mean (original grids) [%] |
Model Period Mean (intersection) [%] |
Model Period Mean (complement) [%] |
Benchmark Period Mean (intersection) [%] |
Benchmark Period Mean (complement) [%] |
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Benchmark | [-] | 37.9 | |||||||||||||||
CLM4 | [-] | 41.5 | 41.5 | 0.00 | 36.6 | 70.8 | 6.41 | 12.7 | 0.588 | 0.50 | 0.42 | 0.89 | 0.93 | 0.76 | 0.65 | ||
CLM4.5 | [-] | 42.2 | 42.2 | 0.00 | 36.6 | 70.8 | 7.14 | 12.7 | 0.606 | 0.50 | 0.43 | 0.89 | 0.92 | 0.77 | 0.66 | ||
CLM5 | [-] | 41.2 | 41.3 | 0.00 | 36.6 | 70.8 | 6.28 | 12.3 | 0.578 | 0.49 | 0.43 | 0.90 | 0.92 | 0.75 | 0.65 |
Download Data |
Period Mean (original grids) [%] |
Model Period Mean (intersection) [%] |
Model Period Mean (complement) [%] |
Benchmark Period Mean (intersection) [%] |
Benchmark Period Mean (complement) [%] |
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Benchmark | [-] | 77.9 | |||||||||||||||
CLM4 | [-] | 89.3 | 89.3 | 0.00 | 77.6 | 82.9 | 12.1 | 17.7 | 2.52 | 0.13 | 0.12 | 0.61 | 1.0 | 0.73 | 0.45 | ||
CLM4.5 | [-] | 89.7 | 89.7 | 0.00 | 77.6 | 82.9 | 12.5 | 17.6 | 2.51 | 0.12 | 0.13 | 0.61 | 1.0 | 0.74 | 0.45 | ||
CLM5 | [-] | 88.6 | 88.6 | 0.00 | 77.6 | 82.9 | 11.4 | 17.0 | 2.57 | 0.15 | 0.12 | 0.60 | 1.0 | 0.61 | 0.43 |
Download Data |
Period Mean (original grids) [%] |
Model Period Mean (intersection) [%] |
Model Period Mean (complement) [%] |
Benchmark Period Mean (intersection) [%] |
Benchmark Period Mean (complement) [%] |
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Benchmark | [-] | 69.8 | |||||||||||||||
CLM4 | [-] | 67.7 | 67.8 | 0.00 | 68.1 | 78.3 | 1.85 | 9.46 | 1.65 | 0.49 | 0.34 | 0.74 | 0.99 | 0.66 | 0.59 | ||
CLM4.5 | [-] | 67.9 | 68.0 | 0.00 | 68.1 | 78.3 | 2.14 | 9.49 | 1.63 | 0.47 | 0.35 | 0.75 | 0.99 | 0.68 | 0.60 | ||
CLM5 | [-] | 66.7 | 66.8 | 0.00 | 68.1 | 78.3 | 0.789 | 9.54 | 1.62 | 0.49 | 0.33 | 0.75 | 0.99 | 0.64 | 0.59 |
Download Data |
Period Mean (original grids) [%] |
Model Period Mean (intersection) [%] |
Model Period Mean (complement) [%] |
Benchmark Period Mean (intersection) [%] |
Benchmark Period Mean (complement) [%] |
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Benchmark | [-] | 69.7 | |||||||||||||||
CLM4 | [-] | 79.0 | 79.1 | 0.00 | 69.4 | 76.3 | 9.68 | 12.9 | 2.26 | 0.25 | 0.28 | 0.65 | 0.99 | 0.76 | 0.53 | ||
CLM4.5 | [-] | 79.0 | 79.1 | 0.00 | 69.4 | 76.3 | 9.73 | 13.0 | 2.42 | 0.25 | 0.28 | 0.62 | 1.0 | 0.78 | 0.53 | ||
CLM5 | [-] | 76.3 | 76.3 | 0.00 | 69.4 | 76.3 | 6.86 | 11.7 | 2.73 | 0.36 | 0.25 | 0.57 | 1.0 | 0.69 | 0.52 |
Download Data |
Period Mean (original grids) [%] |
Model Period Mean (intersection) [%] |
Model Period Mean (complement) [%] |
Benchmark Period Mean (intersection) [%] |
Benchmark Period Mean (complement) [%] |
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Benchmark | [-] | 72.4 | |||||||||||||||
CLM4 | [-] | 83.5 | 83.5 | 0.00 | 72.0 | 81.9 | 11.5 | 15.7 | 1.30 | 0.24 | 0.26 | 0.84 | 0.97 | 0.79 | 0.56 | ||
CLM4.5 | [-] | 84.1 | 84.1 | 0.00 | 72.0 | 81.9 | 12.1 | 15.9 | 1.32 | 0.22 | 0.27 | 0.84 | 0.97 | 0.81 | 0.56 | ||
CLM5 | [-] | 81.9 | 81.9 | 0.00 | 72.0 | 81.9 | 9.94 | 15.0 | 1.50 | 0.29 | 0.24 | 0.81 | 0.97 | 0.69 | 0.54 |
Download Data |
Period Mean (original grids) [%] |
Model Period Mean (intersection) [%] |
Model Period Mean (complement) [%] |
Benchmark Period Mean (intersection) [%] |
Benchmark Period Mean (complement) [%] |
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Benchmark | [-] | 53.7 | |||||||||||||||
CLM4 | [-] | 64.9 | 65.0 | 0.00 | 53.2 | 81.4 | 12.1 | 16.2 | 0.906 | 0.38 | 0.43 | 0.89 | 1.0 | 0.82 | 0.66 | ||
CLM4.5 | [-] | 65.5 | 65.5 | 0.00 | 53.2 | 81.4 | 12.6 | 16.6 | 0.982 | 0.37 | 0.43 | 0.88 | 1.0 | 0.83 | 0.66 | ||
CLM5 | [-] | 64.0 | 64.0 | 0.00 | 53.2 | 81.4 | 11.1 | 15.6 | 1.07 | 0.41 | 0.43 | 0.87 | 0.99 | 0.79 | 0.65 |
Download Data |
Period Mean (original grids) [%] |
Model Period Mean (intersection) [%] |
Model Period Mean (complement) [%] |
Benchmark Period Mean (intersection) [%] |
Benchmark Period Mean (complement) [%] |
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Overall Score [1] |
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Benchmark | [-] | 84.9 | |||||||||||||||
CLM4 | [-] | 82.9 | 82.9 | 0.00 | 85.0 | 81.5 | -2.01 | 9.63 | 1.27 | 0.51 | 0.27 | 0.84 | 0.92 | 0.57 | 0.56 | ||
CLM4.5 | [-] | 82.2 | 82.2 | 0.00 | 85.0 | 81.5 | -2.68 | 9.41 | 1.25 | 0.48 | 0.28 | 0.84 | 0.94 | 0.60 | 0.57 | ||
CLM5 | [-] | 80.2 | 80.2 | 0.00 | 85.0 | 81.5 | -4.70 | 10.9 | 1.30 | 0.43 | 0.25 | 0.83 | 0.89 | 0.52 | 0.53 |
Download Data |
Period Mean (original grids) [%] |
Model Period Mean (intersection) [%] |
Model Period Mean (complement) [%] |
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Benchmark | [-] | 70.7 | |||||||||||||||
CLM4 | [-] | 73.8 | 73.6 | 0.00 | 70.4 | 79.2 | 3.65 | 13.4 | 1.40 | 0.45 | 0.33 | 0.81 | 0.71 | 0.73 | 0.56 | ||
CLM4.5 | [-] | 73.5 | 73.3 | 0.00 | 70.4 | 79.2 | 3.38 | 13.0 | 1.40 | 0.46 | 0.34 | 0.81 | 0.73 | 0.75 | 0.57 | ||
CLM5 | [-] | 71.7 | 71.5 | 0.00 | 70.4 | 79.2 | 1.59 | 13.1 | 1.36 | 0.46 | 0.32 | 0.82 | 0.72 | 0.72 | 0.56 |
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Period Mean (original grids) [%] |
Model Period Mean (intersection) [%] |
Model Period Mean (complement) [%] |
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Overall Score [1] |
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Benchmark | [-] | 65.5 | |||||||||||||||
CLM4 | [-] | 63.7 | 63.9 | 0.00 | 63.7 | 81.7 | 1.62 | 12.5 | 0.925 | 0.46 | 0.37 | 0.87 | 0.98 | 0.65 | 0.62 | ||
CLM4.5 | [-] | 63.7 | 63.9 | 0.00 | 63.7 | 81.7 | 1.70 | 12.5 | 0.935 | 0.46 | 0.37 | 0.87 | 0.98 | 0.65 | 0.62 | ||
CLM5 | [-] | 62.9 | 63.1 | 0.00 | 63.7 | 81.7 | 0.944 | 12.3 | 0.915 | 0.48 | 0.37 | 0.87 | 0.97 | 0.63 | 0.62 |
creation_date: Wed Dec 2 12:03:21 PST 2015
Conventions: Please contact Prof. James Randerson (Email: jranders@uci.edu) or Dr. Mingquan Mu (mmu@uci.edu) for any question
source_file: This product is generated from monthly ERA interim observations
title: derived ERA interim
Approach: I read the monthly 2m dewpoint temperature and 2m surface air temperature from original file, and calculated 2m relative humidity using the way by John Dutton (Ceaseless Wind, John Dutton. McGraw-Hill, 1976. pp 273-274). The final data were saved by each month and each year.
Temporal resolution: monthly
General information: This product was derived from ERA interim Dataset (1979-present).
Spatial resolution: 0.5x0.5, 1x1 and 2.5x2.5 degree
Derived data code: http://redwood.ess.uci.edu/mingquan/www/ILAMB/Download/CODES/CODES/subroutines/convert/convert-rhums-ERA-interim.ncl