Mean State

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]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Interannual Variability Score [1]
Overall Score [1]
Benchmark [-] 77.9
CRUJRA [-] 72.0 72.0 77.8 80.3 -5.52 10.1 1.56 0.320 0.458 0.788 0.889 0.547 0.577
CRUNCEPv7 [-] 72.1 72.1 77.8 80.3 -5.40 10.0 1.78 0.324 0.444 0.747 0.900 0.600 0.576
GSWP3v1 [-] 68.7 68.9 77.8 80.3 -8.28 14.1 1.93 0.336 0.234 0.722 0.997 0.484 0.501
WATCH [-] 78.6 78.7 78.1 80.5 0.517 5.36 1.21 0.629 0.551 0.841 0.992 0.809 0.729
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]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Interannual Variability Score [1]
Overall Score [1]
Benchmark [-] 53.6
CRUJRA [-] 50.9 50.5 53.2 77.5 -2.58 10.7 0.279 0.722 0.639 0.961 0.923 0.517 0.734
CRUNCEPv7 [-] 50.6 50.1 53.2 77.5 -2.88 10.7 0.255 0.722 0.638 0.962 0.930 0.550 0.740
GSWP3v1 [-] 51.0 50.5 53.2 77.5 -2.52 11.8 0.548 0.733 0.592 0.929 0.969 0.837 0.775
WATCH [-] 55.2 54.6 53.9 77.7 0.814 7.53 0.299 0.785 0.728 0.957 0.997 0.845 0.840
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]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Interannual Variability Score [1]
Overall Score [1]
Benchmark [-] 64.2
CRUJRA [-] 60.9 60.8 63.5 77.8 -1.41 10.1 1.09 0.622 0.499 0.842 0.953 0.520 0.656
CRUNCEPv7 [-] 61.2 61.1 63.5 77.8 -1.03 10.0 0.996 0.623 0.497 0.864 0.951 0.543 0.663
GSWP3v1 [-] 61.1 61.1 63.5 77.8 -1.12 11.5 1.17 0.595 0.435 0.837 0.971 0.749 0.670
WATCH [-] 62.4 62.3 63.6 78.1 -0.174 6.01 0.603 0.709 0.626 0.914 0.985 0.847 0.784
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]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Interannual Variability Score [1]
Overall Score [1]
Benchmark [-] 77.6
CRUJRA [-] 74.4 74.4 77.1 83.4 -1.50 16.9 2.98 0.349 0.0911 0.503 0.541 0.229 0.301
CRUNCEPv7 [-] 74.8 74.8 77.1 83.4 -0.239 17.2 2.92 0.278 0.0954 0.509 0.434 0.245 0.276
GSWP3v1 [-] 88.5 88.5 77.1 83.4 11.6 17.7 2.76 0.114 0.0792 0.549 0.727 0.555 0.351
WATCH [-] 87.4 87.3 77.0 83.2 10.6 13.5 3.64 0.146 0.196 0.382 0.826 0.801 0.424
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]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Interannual Variability Score [1]
Overall Score [1]
Benchmark [-] 84.2
CRUJRA [-] 81.3 81.3 85.0 81.2 -3.75 5.77 1.69 0.413 0.416 0.743 0.882 0.613 0.580
CRUNCEPv7 [-] 83.2 83.2 85.0 81.2 -1.66 5.15 1.75 0.441 0.407 0.739 0.940 0.580 0.586
GSWP3v1 [-] 85.2 85.2 85.0 81.2 -0.688 5.23 1.42 0.587 0.237 0.797 0.998 0.516 0.562
WATCH [-] 87.5 87.5 85.3 81.2 0.988 3.53 1.25 0.562 0.468 0.822 0.964 0.757 0.674
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]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Interannual Variability Score [1]
Overall Score [1]
Benchmark [-] 72.3
CRUJRA [-] 76.2 76.3 72.2 78.9 4.06 10.4 1.80 0.483 0.460 0.743 0.685 0.675 0.584
CRUNCEPv7 [-] 75.6 75.6 72.2 78.9 3.46 11.1 1.85 0.482 0.407 0.736 0.603 0.631 0.544
GSWP3v1 [-] 82.6 82.6 72.2 78.9 10.4 17.9 2.16 0.321 0.199 0.684 0.974 0.573 0.492
WATCH [-] 81.2 81.2 72.4 78.9 8.83 10.3 2.19 0.363 0.552 0.681 0.883 0.846 0.646
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]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Interannual Variability Score [1]
Overall Score [1]
Benchmark [-] 61.3
CRUJRA [-] 57.6 57.7 61.0 75.6 -2.53 13.2 1.38 0.534 0.553 0.809 0.903 0.812 0.694
CRUNCEPv7 [-] 56.0 56.2 61.0 71.3 -3.57 13.4 1.41 0.531 0.521 0.804 0.893 0.817 0.681
GSWP3v1 [-] 65.2 65.4 61.0 71.3 5.02 16.2 1.97 0.540 0.322 0.705 0.994 0.756 0.606
WATCH [-] 68.1 68.3 61.6 71.6 7.12 9.17 1.01 0.562 0.641 0.861 0.976 0.871 0.758
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]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Interannual Variability Score [1]
Overall Score [1]
Benchmark [-] 69.0
CRUJRA [-] 61.4 61.5 68.3 79.0 -4.88 9.61 0.688 0.587 0.541 0.907 0.986 0.604 0.694
CRUNCEPv7 [-] 60.3 60.4 68.3 79.0 -5.50 10.3 0.730 0.550 0.530 0.901 0.984 0.646 0.690
GSWP3v1 [-] 62.1 61.8 68.3 79.0 -4.10 11.5 0.920 0.608 0.395 0.875 0.943 0.655 0.645
WATCH [-] 70.3 70.1 68.1 78.9 3.35 6.18 0.683 0.687 0.627 0.902 0.992 0.843 0.780
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]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Interannual Variability Score [1]
Overall Score [1]
Benchmark [-] 78.8
CRUJRA [-] 79.7 79.7 78.5 84.9 1.62 13.0 2.45 0.402 0.164 0.590 0.661 0.339 0.386
CRUNCEPv7 [-] 81.3 81.3 78.5 84.9 3.61 13.4 2.66 0.326 0.159 0.551 0.615 0.365 0.363
GSWP3v1 [-] 88.9 88.9 78.5 84.9 10.5 16.2 3.05 0.149 0.102 0.497 0.827 0.518 0.366
WATCH [-] 88.6 88.5 78.4 84.8 10.3 12.2 3.70 0.150 0.283 0.351 0.891 0.748 0.451
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]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Interannual Variability Score [1]
Overall Score [1]
Benchmark [-] 53.1
CRUJRA [-] 51.2 51.1 51.3 74.6 1.83 9.24 0.482 0.591 0.513 0.911 0.920 0.575 0.670
CRUNCEPv7 [-] 51.1 51.0 51.3 74.6 2.10 8.87 0.507 0.594 0.516 0.910 0.947 0.588 0.679
GSWP3v1 [-] 50.0 50.0 51.3 74.6 1.27 6.95 0.506 0.738 0.518 0.913 0.997 0.801 0.748
WATCH [-] 52.3 52.3 51.8 74.9 2.75 5.46 0.331 0.688 0.677 0.938 0.980 0.887 0.808
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]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Interannual Variability Score [1]
Overall Score [1]
Benchmark [-] 76.7
CRUJRA [-] 76.7 76.7 76.6 78.3 0.234 5.78 1.20 0.641 0.521 0.851 0.851 0.822 0.701
CRUNCEPv7 [-] 77.0 77.0 76.6 78.3 1.10 5.80 1.20 0.646 0.512 0.841 0.845 0.820 0.696
GSWP3v1 [-] 77.5 77.5 76.6 78.3 0.920 9.32 0.889 0.609 0.308 0.878 0.777 0.624 0.584
WATCH [-] 80.8 80.8 76.8 78.8 3.69 5.28 0.833 0.584 0.619 0.880 0.998 0.842 0.757
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]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Interannual Variability Score [1]
Overall Score [1]
Benchmark [-] 74.9
CRUJRA [-] 65.9 65.9 65.3 79.6 1.76 11.5 1.45 0.465 0.435 0.769 0.962 0.620 0.614
CRUNCEPv7 [-] 65.4 65.4 65.3 79.6 1.82 12.0 1.45 0.461 0.411 0.770 0.944 0.601 0.600
GSWP3v1 [-] 69.5 69.5 65.3 79.6 5.43 14.1 1.53 0.410 0.299 0.759 0.945 0.644 0.559
WATCH [-] 71.2 71.2 65.6 79.6 6.52 9.59 1.31 0.473 0.517 0.783 0.964 0.805 0.677
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]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Interannual Variability Score [1]
Overall Score [1]
Benchmark [-] 37.9
CRUJRA [-] 43.2 43.2 36.6 70.6 7.86 13.4 0.880 0.396 0.495 0.855 0.941 0.649 0.638
CRUNCEPv7 [-] 42.8 42.8 36.6 70.8 7.67 12.8 0.887 0.429 0.499 0.851 0.959 0.629 0.644
GSWP3v1 [-] 41.2 41.3 36.6 70.8 6.28 12.3 0.578 0.494 0.429 0.897 0.920 0.745 0.652
WATCH [-] 42.6 42.6 37.1 71.3 7.01 9.97 0.585 0.474 0.575 0.884 0.989 0.810 0.718
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]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Interannual Variability Score [1]
Overall Score [1]
Benchmark [-] 77.9
CRUJRA [-] 82.9 82.9 77.6 82.9 5.66 12.9 2.35 0.312 0.212 0.621 0.548 0.467 0.396
CRUNCEPv7 [-] 83.1 83.0 77.6 82.9 6.56 14.2 2.76 0.286 0.186 0.555 0.475 0.432 0.353
GSWP3v1 [-] 88.6 88.6 77.6 82.9 11.4 17.0 2.57 0.149 0.120 0.604 0.999 0.614 0.434
WATCH [-] 87.3 87.3 77.6 82.8 10.1 13.2 3.36 0.181 0.227 0.436 0.986 0.764 0.470
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]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Interannual Variability Score [1]
Overall Score [1]
Benchmark [-] 69.8
CRUJRA [-] 60.9 60.9 68.1 78.3 -3.98 9.13 1.47 0.448 0.452 0.772 0.996 0.624 0.624
CRUNCEPv7 [-] 62.3 62.3 68.1 78.3 -2.44 8.69 1.37 0.479 0.443 0.790 0.996 0.678 0.638
GSWP3v1 [-] 66.7 66.8 68.1 78.3 0.789 9.54 1.62 0.485 0.334 0.749 0.988 0.640 0.588
WATCH [-] 67.8 68.0 68.8 78.6 1.21 6.67 1.04 0.558 0.512 0.832 0.984 0.795 0.699
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]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Interannual Variability Score [1]
Overall Score [1]
Benchmark [-] 69.7
CRUJRA [-] 71.1 71.2 69.4 76.3 1.97 5.47 1.81 0.673 0.479 0.728 0.997 0.813 0.695
CRUNCEPv7 [-] 71.8 71.9 69.4 76.3 2.90 5.87 1.85 0.616 0.470 0.719 0.995 0.786 0.676
GSWP3v1 [-] 76.3 76.3 69.4 76.3 6.86 11.7 2.73 0.356 0.249 0.570 0.999 0.685 0.518
WATCH [-] 74.2 74.4 70.0 76.6 4.48 5.67 1.37 0.483 0.619 0.804 0.999 0.894 0.736
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]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Interannual Variability Score [1]
Overall Score [1]
Benchmark [-] 72.4
CRUJRA [-] 77.5 77.5 72.0 81.9 5.65 8.65 1.25 0.491 0.463 0.840 0.998 0.833 0.682
CRUNCEPv7 [-] 78.4 78.5 72.0 81.9 6.78 10.0 1.58 0.446 0.406 0.795 0.986 0.852 0.649
GSWP3v1 [-] 81.9 81.9 72.0 81.9 9.94 15.0 1.50 0.294 0.243 0.809 0.971 0.693 0.542
WATCH [-] 79.4 79.4 71.7 81.8 7.84 9.40 1.48 0.376 0.519 0.826 0.915 0.824 0.663
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]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Interannual Variability Score [1]
Overall Score [1]
Benchmark [-] 53.7
CRUJRA [-] 53.2 53.4 53.2 81.4 0.723 8.81 0.882 0.705 0.548 0.892 0.988 0.733 0.736
CRUNCEPv7 [-] 53.9 54.1 53.2 81.4 1.43 8.63 0.748 0.717 0.546 0.913 0.980 0.758 0.743
GSWP3v1 [-] 64.0 64.0 53.2 81.4 11.1 15.6 1.07 0.413 0.427 0.871 0.987 0.793 0.653
WATCH [-] 58.8 58.9 54.3 81.1 4.97 6.93 0.383 0.652 0.695 0.950 0.996 0.925 0.819
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]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Interannual Variability Score [1]
Overall Score [1]
Benchmark [-] 84.9
CRUJRA [-] 81.4 81.4 85.0 81.5 -3.65 6.97 0.699 0.495 0.470 0.919 0.994 0.548 0.649
CRUNCEPv7 [-] 82.0 82.0 85.0 81.5 -2.95 6.72 0.800 0.519 0.453 0.903 0.999 0.610 0.656
GSWP3v1 [-] 80.2 80.2 85.0 81.5 -4.70 10.9 1.30 0.431 0.252 0.831 0.894 0.520 0.530
WATCH [-] 85.1 85.1 85.5 81.9 -0.414 4.87 0.886 0.637 0.502 0.888 0.977 0.788 0.716
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]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Interannual Variability Score [1]
Overall Score [1]
Benchmark [-] 70.7
CRUJRA [-] 70.0 69.7 70.4 79.2 -0.202 6.99 0.823 0.700 0.518 0.895 0.967 0.532 0.688
CRUNCEPv7 [-] 69.9 69.6 70.4 79.2 -0.202 6.87 0.787 0.704 0.515 0.901 0.952 0.584 0.695
GSWP3v1 [-] 71.7 71.5 70.4 79.2 1.59 13.1 1.36 0.462 0.318 0.819 0.724 0.716 0.560
WATCH [-] 73.2 73.0 71.3 79.5 1.95 5.03 0.648 0.690 0.639 0.917 0.999 0.866 0.791
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]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Interannual Variability Score [1]
Overall Score [1]
Benchmark [-] 65.5
CRUJRA [-] 51.6 51.7 63.7 81.7 -9.10 16.1 1.06 0.328 0.452 0.847 0.978 0.675 0.622
CRUNCEPv7 [-] 52.7 52.8 63.7 81.7 -7.98 14.9 1.02 0.345 0.421 0.860 0.978 0.686 0.618
GSWP3v1 [-] 62.9 63.1 63.7 81.7 0.944 12.3 0.915 0.480 0.372 0.868 0.972 0.633 0.616
WATCH [-] 64.7 64.8 64.7 81.8 1.12 8.61 0.813 0.552 0.535 0.892 0.977 0.785 0.713

Temporally integrated period mean

BENCHMARK MEAN
Data not available
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MODEL MEAN
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BIAS
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BIAS SCORE
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RMSE
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RMSE SCORE
Data not available
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BENCHMARK INTERANNUAL VARIABILITY
Data not available
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MODEL INTERANNUAL VARIABILITY
Data not available
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INTERANNUAL VARIABILITY SCORE
Data not available
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BENCHMARK MAX MONTH
Data not available
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MODEL MAX MONTH
Data not available
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DIFFERENCE IN MAX MONTH
Data not available
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SEASONAL CYCLE SCORE
Data not available
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Spatially integrated regional mean

MODEL COLORS
Data not available
REGIONAL MEAN
Data not available
ANNUAL CYCLE
Data not available
MONTHLY ANOMALY
Data not available
ANNUAL CYCLE
Data not available

All Models

Benchmark
Data not available
Data not available
CRUJRA
Data not available
Data not available
CRUNCEPv7
Data not available
Data not available
GSWP3v1
Data not available
Data not available
WATCH
Data not available
Data not available

Data Information

  Title:
derived ERA interim

  Source_file:
This product is generated from monthly ERA interim observations

  Conventions:
Please contact Prof. James Randerson (Email: jranders@uci.edu) or Dr. Mingquan Mu (mmu@uci.edu) for any question

  Creation_date:
Wed Dec 2 12:03:21 PST 2015

  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