Mean State

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Period Mean (original grids) [mm d-1]
Model Period Mean (intersection) [mm d-1]
Benchmark Period Mean (intersection) [mm d-1]
Model Period Mean (complement) [mm d-1]
Benchmark Period Mean (complement) [mm d-1]
Bias [mm d-1]
RMSE [mm d-1]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 2.61
CanESM5 [-] 3.68 3.08 2.60 4.33 2.79 0.478 0.836 2.13 0.473 0.483 0.725 0.982 0.629
E3SMv3 default 0051 [-] 3.07 3.05 2.60 3.86 4.87 0.445 0.771 2.48 0.557 0.523 0.610 0.923 0.628
E3SMv3 default 0111 [-] 3.07 3.04 2.60 3.86 4.87 0.439 0.758 2.44 0.560 0.533 0.604 0.925 0.631
E3SMv3 default 0161 [-] 3.08 3.06 2.60 3.87 4.87 0.453 0.774 2.52 0.554 0.526 0.607 0.920 0.627
E3SMv3 default 0281 [-] 3.08 3.06 2.60 3.87 4.87 0.456 0.772 2.42 0.555 0.531 0.622 0.918 0.631
E3SMv3 default 0311 [-] 3.07 3.05 2.60 3.86 4.87 0.446 0.774 2.48 0.558 0.524 0.600 0.920 0.625
E3SMv3 highECS 0051 [-] 3.13 3.11 2.60 3.87 4.87 0.503 0.818 2.19 0.560 0.517 0.656 0.835 0.617
E3SMv3 highECS 0111 [-] 3.12 3.10 2.60 3.88 4.87 0.494 0.812 2.34 0.563 0.515 0.625 0.848 0.613
E3SMv3 highECS 0161 [-] 3.13 3.10 2.60 3.90 4.87 0.499 0.809 2.29 0.558 0.522 0.637 0.852 0.618
E3SMv3 highECS 0281 [-] 3.11 3.08 2.60 3.87 4.87 0.479 0.808 2.24 0.567 0.516 0.653 0.849 0.620
E3SMv3 highECS 0311 [-] 3.12 3.10 2.60 3.87 4.87 0.495 0.821 2.33 0.562 0.506 0.629 0.831 0.607
E3SMv3 lowECS 0051 [-] 2.89 2.87 2.60 3.53 4.87 0.268 0.836 2.58 0.518 0.477 0.533 0.710 0.543
E3SMv3 lowECS 0111 [-] 2.87 2.85 2.60 3.51 4.87 0.243 0.824 2.74 0.520 0.476 0.510 0.733 0.543
E3SMv3 lowECS 0161 [-] 2.87 2.85 2.60 3.51 4.87 0.243 0.822 2.64 0.519 0.478 0.536 0.733 0.549
E3SMv3 lowECS 0281 [-] 2.87 2.85 2.60 3.51 4.87 0.247 0.833 2.69 0.519 0.471 0.523 0.724 0.542
E3SMv3 lowECS 0311 [-] 2.87 2.85 2.60 3.51 4.87 0.250 0.822 2.73 0.524 0.478 0.516 0.722 0.543
IPSL-CM6A-LR [-] 3.52 2.93 2.60 4.14 2.79 0.330 0.852 3.11 0.601 0.426 0.458 0.756 0.533
MIROC-ES2L [-] 3.95 3.60 2.60 4.31 2.79 0.996 1.17 2.02 0.292 0.533 0.637 0.948 0.589
NorESM2-LM [-] 3.16 2.29 2.60 4.11 2.79 -0.311 0.775 2.41 0.446 0.512 0.592 0.887 0.589
UKESM1-0-LL [-] 3.60 2.65 2.60 4.62 2.82 0.0478 0.680 1.97 0.646 0.487 0.751 0.991 0.672
Download Data
Period Mean (original grids) [mm d-1]
Model Period Mean (intersection) [mm d-1]
Benchmark Period Mean (intersection) [mm d-1]
Model Period Mean (complement) [mm d-1]
Benchmark Period Mean (complement) [mm d-1]
Bias [mm d-1]
RMSE [mm d-1]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 4.13
CanESM5 [-] 4.38 4.19 4.13 4.47 0.0633 0.690 3.00 0.450 0.457 0.501 0.532 0.479
E3SMv3 default 0051 [-] 4.08 4.01 4.11 4.30 4.82 -0.0948 0.554 2.32 0.471 0.560 0.625 0.850 0.613
E3SMv3 default 0111 [-] 4.06 3.99 4.11 4.28 4.82 -0.115 0.561 2.35 0.474 0.537 0.619 0.848 0.603
E3SMv3 default 0161 [-] 4.07 4.01 4.11 4.30 4.82 -0.0978 0.557 2.32 0.473 0.553 0.618 0.855 0.610
E3SMv3 default 0281 [-] 4.04 3.98 4.11 4.27 4.82 -0.125 0.564 2.33 0.469 0.545 0.623 0.866 0.610
E3SMv3 default 0311 [-] 4.05 3.98 4.11 4.27 4.82 -0.122 0.571 2.39 0.467 0.542 0.611 0.863 0.605
E3SMv3 highECS 0051 [-] 3.93 3.86 4.11 4.19 4.82 -0.249 0.607 2.46 0.435 0.536 0.601 0.894 0.600
E3SMv3 highECS 0111 [-] 3.92 3.85 4.11 4.17 4.82 -0.258 0.603 2.36 0.434 0.543 0.602 0.897 0.604
E3SMv3 highECS 0161 [-] 3.93 3.85 4.11 4.18 4.82 -0.254 0.607 2.40 0.433 0.541 0.600 0.901 0.603
E3SMv3 highECS 0281 [-] 3.91 3.84 4.11 4.18 4.82 -0.267 0.609 2.29 0.429 0.545 0.620 0.902 0.608
E3SMv3 highECS 0311 [-] 3.93 3.86 4.11 4.18 4.82 -0.248 0.602 2.54 0.433 0.551 0.571 0.898 0.601
E3SMv3 lowECS 0051 [-] 3.68 3.58 4.11 4.01 4.82 -0.527 0.760 2.28 0.335 0.513 0.638 0.954 0.591
E3SMv3 lowECS 0111 [-] 3.68 3.58 4.11 4.02 4.82 -0.522 0.750 2.37 0.339 0.519 0.624 0.947 0.590
E3SMv3 lowECS 0161 [-] 3.67 3.58 4.11 4.01 4.82 -0.530 0.755 2.32 0.335 0.526 0.626 0.949 0.593
E3SMv3 lowECS 0281 [-] 3.67 3.57 4.11 4.00 4.82 -0.537 0.761 2.28 0.331 0.529 0.636 0.954 0.596
E3SMv3 lowECS 0311 [-] 3.67 3.57 4.11 4.00 4.82 -0.534 0.759 2.26 0.335 0.520 0.637 0.949 0.592
IPSL-CM6A-LR [-] 4.07 3.46 4.13 4.31 -0.664 0.969 3.06 0.280 0.447 0.498 0.990 0.533
MIROC-ES2L [-] 4.35 4.42 4.13 4.34 0.296 0.738 2.60 0.438 0.461 0.573 0.630 0.513
NorESM2-LM [-] 4.28 3.85 4.13 4.45 -0.277 0.718 2.51 0.410 0.498 0.586 0.863 0.571
UKESM1-0-LL [-] 4.61 4.01 4.13 4.85 -0.118 0.660 2.43 0.466 0.475 0.604 0.818 0.568
Download Data
Period Mean (original grids) [mm d-1]
Model Period Mean (intersection) [mm d-1]
Benchmark Period Mean (intersection) [mm d-1]
Model Period Mean (complement) [mm d-1]
Benchmark Period Mean (complement) [mm d-1]
Bias [mm d-1]
RMSE [mm d-1]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 1.35
CanESM5 [-] 1.74 1.60 1.36 2.82 0.874 0.246 0.729 1.33 0.548 0.488 0.754 0.961 0.648
E3SMv3 default 0051 [-] 1.57 1.54 1.35 2.16 2.43 0.197 0.549 1.14 0.627 0.579 0.779 0.975 0.708
E3SMv3 default 0111 [-] 1.58 1.55 1.35 2.16 2.43 0.203 0.551 1.13 0.627 0.578 0.782 0.975 0.708
E3SMv3 default 0161 [-] 1.58 1.55 1.35 2.16 2.43 0.201 0.553 1.15 0.626 0.577 0.777 0.975 0.706
E3SMv3 default 0281 [-] 1.57 1.54 1.35 2.15 2.43 0.198 0.546 1.16 0.629 0.580 0.780 0.975 0.709
E3SMv3 default 0311 [-] 1.57 1.54 1.35 2.15 2.43 0.197 0.553 1.16 0.626 0.574 0.777 0.975 0.705
E3SMv3 highECS 0051 [-] 1.60 1.57 1.35 2.19 2.43 0.228 0.550 1.12 0.624 0.590 0.789 0.975 0.714
E3SMv3 highECS 0111 [-] 1.60 1.57 1.35 2.19 2.43 0.224 0.545 1.14 0.625 0.592 0.778 0.975 0.712
E3SMv3 highECS 0161 [-] 1.59 1.57 1.35 2.18 2.43 0.219 0.549 1.10 0.625 0.589 0.785 0.975 0.713
E3SMv3 highECS 0281 [-] 1.59 1.56 1.35 2.18 2.43 0.212 0.543 1.10 0.627 0.589 0.787 0.975 0.714
E3SMv3 highECS 0311 [-] 1.60 1.57 1.35 2.19 2.43 0.223 0.549 1.13 0.625 0.591 0.780 0.975 0.712
E3SMv3 lowECS 0051 [-] 1.53 1.51 1.35 2.08 2.43 0.159 0.576 1.15 0.595 0.569 0.770 0.969 0.694
E3SMv3 lowECS 0111 [-] 1.53 1.50 1.35 2.07 2.43 0.153 0.572 1.17 0.598 0.570 0.766 0.969 0.695
E3SMv3 lowECS 0161 [-] 1.52 1.49 1.35 2.07 2.43 0.144 0.570 1.16 0.597 0.569 0.772 0.969 0.695
E3SMv3 lowECS 0281 [-] 1.53 1.50 1.35 2.07 2.43 0.153 0.574 1.15 0.595 0.570 0.771 0.969 0.695
E3SMv3 lowECS 0311 [-] 1.52 1.49 1.35 2.07 2.43 0.147 0.571 1.16 0.597 0.568 0.771 0.969 0.694
IPSL-CM6A-LR [-] 1.73 1.58 1.36 2.87 0.944 0.228 0.617 1.38 0.625 0.527 0.698 0.969 0.669
MIROC-ES2L [-] 2.07 1.97 1.36 2.87 0.874 0.615 0.868 1.27 0.437 0.556 0.754 0.931 0.647
NorESM2-LM [-] 1.55 1.40 1.36 2.71 0.944 0.0451 0.590 1.23 0.593 0.567 0.754 0.972 0.691
UKESM1-0-LL [-] 1.66 1.51 1.36 2.89 0.897 0.152 0.558 1.06 0.629 0.572 0.795 0.972 0.708
Download Data
Period Mean (original grids) [mm d-1]
Model Period Mean (intersection) [mm d-1]
Benchmark Period Mean (intersection) [mm d-1]
Model Period Mean (complement) [mm d-1]
Benchmark Period Mean (complement) [mm d-1]
Bias [mm d-1]
RMSE [mm d-1]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 0.863
CanESM5 [-] 0.854 0.835 0.862 0.877 1.22 -0.0263 0.494 0.715 0.836 0.650 0.921 0.979 0.807
E3SMv3 default 0051 [-] 0.867 0.868 0.864 0.866 0.771 0.00378 0.348 0.455 0.871 0.740 0.966 0.989 0.861
E3SMv3 default 0111 [-] 0.864 0.864 0.864 0.859 0.771 0.000410 0.349 0.460 0.873 0.738 0.966 0.988 0.861
E3SMv3 default 0161 [-] 0.866 0.866 0.864 0.862 0.771 0.00215 0.350 0.468 0.872 0.737 0.965 0.988 0.860
E3SMv3 default 0281 [-] 0.871 0.871 0.864 0.871 0.771 0.00745 0.345 0.464 0.871 0.742 0.965 0.989 0.862
E3SMv3 default 0311 [-] 0.865 0.865 0.864 0.863 0.771 0.00153 0.350 0.460 0.870 0.738 0.966 0.988 0.860
E3SMv3 highECS 0051 [-] 0.939 0.937 0.864 0.971 0.771 0.0728 0.341 0.480 0.863 0.755 0.965 0.989 0.865
E3SMv3 highECS 0111 [-] 0.931 0.929 0.864 0.957 0.771 0.0651 0.341 0.472 0.865 0.752 0.965 0.989 0.865
E3SMv3 highECS 0161 [-] 0.928 0.926 0.864 0.953 0.771 0.0622 0.342 0.477 0.867 0.751 0.965 0.989 0.865
E3SMv3 highECS 0281 [-] 0.922 0.920 0.864 0.947 0.771 0.0565 0.341 0.467 0.867 0.751 0.966 0.989 0.865
E3SMv3 highECS 0311 [-] 0.926 0.924 0.864 0.953 0.771 0.0601 0.343 0.499 0.866 0.750 0.963 0.989 0.864
E3SMv3 lowECS 0051 [-] 0.832 0.833 0.864 0.818 0.771 -0.0306 0.345 0.456 0.873 0.741 0.966 0.983 0.861
E3SMv3 lowECS 0111 [-] 0.824 0.825 0.864 0.813 0.771 -0.0385 0.345 0.464 0.874 0.739 0.965 0.980 0.859
E3SMv3 lowECS 0161 [-] 0.816 0.818 0.864 0.797 0.771 -0.0460 0.348 0.455 0.873 0.737 0.966 0.980 0.859
E3SMv3 lowECS 0281 [-] 0.830 0.831 0.864 0.813 0.771 -0.0330 0.342 0.451 0.872 0.743 0.966 0.983 0.862
E3SMv3 lowECS 0311 [-] 0.824 0.825 0.864 0.808 0.771 -0.0390 0.346 0.465 0.873 0.739 0.966 0.980 0.859
IPSL-CM6A-LR [-] 1.02 0.901 0.862 1.16 1.20 0.0389 0.366 0.654 0.875 0.741 0.937 0.987 0.856
MIROC-ES2L [-] 1.17 1.14 0.862 1.21 1.22 0.276 0.531 0.708 0.751 0.693 0.925 0.898 0.792
NorESM2-LM [-] 0.880 0.697 0.862 1.11 1.20 -0.166 0.519 0.696 0.805 0.650 0.929 0.976 0.802
UKESM1-0-LL [-] 0.956 0.819 0.862 1.13 1.23 -0.0431 0.406 0.615 0.864 0.703 0.931 0.986 0.837
Download Data
Period Mean (original grids) [mm d-1]
Model Period Mean (intersection) [mm d-1]
Benchmark Period Mean (intersection) [mm d-1]
Model Period Mean (complement) [mm d-1]
Benchmark Period Mean (complement) [mm d-1]
Bias [mm d-1]
RMSE [mm d-1]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 3.69
CanESM5 [-] 3.08 3.05 3.69 3.74 -0.641 1.36 2.27 0.325 0.217 0.653 0.964 0.475
E3SMv3 default 0051 [-] 3.69 3.70 3.68 3.58 5.01 0.0120 0.645 2.78 0.601 0.410 0.522 0.995 0.588
E3SMv3 default 0111 [-] 3.71 3.71 3.68 3.61 5.01 0.0235 0.642 2.71 0.604 0.411 0.540 0.995 0.592
E3SMv3 default 0161 [-] 3.69 3.70 3.68 3.54 5.01 0.0114 0.657 2.83 0.598 0.404 0.514 0.995 0.583
E3SMv3 default 0281 [-] 3.70 3.71 3.68 3.61 5.01 0.0224 0.635 2.84 0.609 0.411 0.510 0.994 0.587
E3SMv3 default 0311 [-] 3.68 3.68 3.68 3.54 5.01 0.00113 0.668 2.74 0.594 0.401 0.526 0.994 0.583
E3SMv3 highECS 0051 [-] 3.66 3.66 3.68 3.51 5.01 -0.0257 0.631 2.63 0.607 0.405 0.547 0.995 0.592
E3SMv3 highECS 0111 [-] 3.66 3.66 3.68 3.54 5.01 -0.0220 0.618 2.83 0.605 0.411 0.506 0.994 0.586
E3SMv3 highECS 0161 [-] 3.64 3.64 3.68 3.50 5.01 -0.0416 0.633 2.64 0.602 0.405 0.547 0.995 0.591
E3SMv3 highECS 0281 [-] 3.64 3.64 3.68 3.52 5.01 -0.0434 0.628 2.71 0.601 0.405 0.533 0.995 0.588
E3SMv3 highECS 0311 [-] 3.64 3.64 3.68 3.52 5.01 -0.0397 0.623 2.77 0.603 0.410 0.526 0.994 0.589
E3SMv3 lowECS 0051 [-] 3.33 3.33 3.68 3.22 5.01 -0.355 0.777 2.66 0.455 0.351 0.553 0.972 0.536
E3SMv3 lowECS 0111 [-] 3.34 3.34 3.68 3.23 5.01 -0.346 0.763 2.66 0.462 0.357 0.554 0.973 0.540
E3SMv3 lowECS 0161 [-] 3.32 3.32 3.68 3.23 5.01 -0.360 0.775 2.62 0.456 0.356 0.560 0.978 0.541
E3SMv3 lowECS 0281 [-] 3.33 3.33 3.68 3.21 5.01 -0.351 0.768 2.60 0.457 0.357 0.566 0.976 0.543
E3SMv3 lowECS 0311 [-] 3.32 3.32 3.68 3.23 5.01 -0.366 0.793 2.56 0.450 0.345 0.580 0.979 0.540
IPSL-CM6A-LR [-] 3.69 3.68 3.69 3.96 -0.0112 0.719 3.18 0.578 0.348 0.436 0.970 0.536
MIROC-ES2L [-] 4.53 4.55 3.69 4.13 0.864 1.03 2.27 0.255 0.495 0.636 0.933 0.563
NorESM2-LM [-] 3.36 3.33 3.69 3.93 -0.361 0.688 2.32 0.385 0.538 0.616 0.534 0.522
UKESM1-0-LL [-] 3.81 3.79 3.69 4.24 0.0984 0.724 2.00 0.509 0.424 0.674 0.986 0.603
Download Data
Period Mean (original grids) [mm d-1]
Model Period Mean (intersection) [mm d-1]
Benchmark Period Mean (intersection) [mm d-1]
Model Period Mean (complement) [mm d-1]
Benchmark Period Mean (complement) [mm d-1]
Bias [mm d-1]
RMSE [mm d-1]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 1.07
CanESM5 [-] 1.58 1.17 1.06 2.09 1.38 0.107 0.621 0.915 0.771 0.615 0.876 0.958 0.767
E3SMv3 default 0051 [-] 1.21 1.18 1.06 1.83 1.89 0.114 0.472 0.514 0.789 0.707 0.958 0.977 0.828
E3SMv3 default 0111 [-] 1.21 1.18 1.06 1.82 1.89 0.115 0.477 0.514 0.789 0.704 0.956 0.977 0.826
E3SMv3 default 0161 [-] 1.21 1.17 1.06 1.83 1.89 0.111 0.472 0.536 0.792 0.706 0.956 0.978 0.828
E3SMv3 default 0281 [-] 1.22 1.18 1.06 1.84 1.89 0.116 0.469 0.528 0.791 0.710 0.956 0.977 0.829
E3SMv3 default 0311 [-] 1.21 1.18 1.06 1.83 1.89 0.113 0.476 0.522 0.789 0.704 0.956 0.977 0.826
E3SMv3 highECS 0051 [-] 1.27 1.23 1.06 1.93 1.89 0.170 0.468 0.527 0.782 0.722 0.957 0.978 0.832
E3SMv3 highECS 0111 [-] 1.27 1.23 1.06 1.92 1.89 0.165 0.469 0.516 0.782 0.721 0.957 0.978 0.832
E3SMv3 highECS 0161 [-] 1.26 1.22 1.06 1.91 1.89 0.160 0.468 0.513 0.785 0.719 0.956 0.977 0.831
E3SMv3 highECS 0281 [-] 1.26 1.22 1.06 1.91 1.89 0.156 0.465 0.506 0.785 0.721 0.958 0.979 0.833
E3SMv3 highECS 0311 [-] 1.26 1.22 1.06 1.91 1.89 0.154 0.465 0.541 0.787 0.721 0.956 0.978 0.832
E3SMv3 lowECS 0051 [-] 1.18 1.14 1.06 1.77 1.89 0.0794 0.465 0.525 0.793 0.710 0.958 0.972 0.828
E3SMv3 lowECS 0111 [-] 1.17 1.13 1.06 1.76 1.89 0.0728 0.464 0.529 0.795 0.709 0.956 0.969 0.828
E3SMv3 lowECS 0161 [-] 1.17 1.13 1.06 1.76 1.89 0.0662 0.463 0.508 0.795 0.708 0.959 0.971 0.828
E3SMv3 lowECS 0281 [-] 1.18 1.14 1.06 1.78 1.89 0.0777 0.460 0.512 0.794 0.713 0.958 0.972 0.830
E3SMv3 lowECS 0311 [-] 1.17 1.13 1.06 1.76 1.89 0.0672 0.461 0.523 0.797 0.709 0.957 0.970 0.828
IPSL-CM6A-LR [-] 1.77 1.21 1.06 2.47 1.36 0.147 0.517 0.763 0.793 0.682 0.915 0.970 0.808
MIROC-ES2L [-] 1.96 1.55 1.06 2.47 1.38 0.488 0.761 0.848 0.647 0.639 0.887 0.916 0.746
NorESM2-LM [-] 1.65 1.01 1.06 2.43 1.36 -0.0508 0.595 0.783 0.772 0.627 0.905 0.971 0.780
UKESM1-0-LL [-] 1.72 1.12 1.06 2.46 1.45 0.0578 0.507 0.737 0.812 0.677 0.901 0.976 0.809

Temporally integrated period mean

BENCHMARK MEAN
Data not available
Data not available
MODEL MEAN
Data not available
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BIAS
Data not available
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BIAS SCORE
Data not available
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RMSE
Data not available
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RMSE SCORE
Data not available
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BENCHMARK MAX MONTH
Data not available
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MODEL MAX MONTH
Data not available
Data not available
DIFFERENCE IN MAX MONTH
Data not available
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SEASONAL CYCLE SCORE
Data not available
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SPATIAL TAYLOR DIAGRAM
Data not available
MODEL COLORS
Data not available

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

Relationships

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Precipitation|GPCPv2.3 Hellinger Distance [1]
SurfaceAirTemperature|CRU4.02 Hellinger Distance [1]
Precipitation|GPCPv2.3 Score [1]
SurfaceAirTemperature|CRU4.02 Score [1]
Overall Score [1]
CanESM5 [-] 0.641 0.553 0.594 0.678 0.636
E3SMv3 default 0051 [-] 0.692 0.751 0.919 0.799 0.859
E3SMv3 default 0111 [-] 0.681 0.749 0.920 0.800 0.860
E3SMv3 default 0161 [-] 0.683 0.749 0.920 0.798 0.859
E3SMv3 default 0281 [-] 0.691 0.743 0.927 0.800 0.864
E3SMv3 default 0311 [-] 0.697 0.750 0.924 0.798 0.861
E3SMv3 highECS 0051 [-] 0.738 0.748 0.912 0.784 0.848
E3SMv3 highECS 0111 [-] 0.688 0.748 0.917 0.783 0.850
E3SMv3 highECS 0161 [-] 0.686 0.749 0.919 0.790 0.855
E3SMv3 highECS 0281 [-] 0.684 0.746 0.914 0.790 0.852
E3SMv3 highECS 0311 [-] 0.713 0.749 0.920 0.789 0.854
E3SMv3 lowECS 0051 [-] 0.660 0.715 0.906 0.848 0.877
E3SMv3 lowECS 0111 [-] 0.644 0.706 0.899 0.855 0.877
E3SMv3 lowECS 0161 [-] 0.655 0.710 0.903 0.857 0.880
E3SMv3 lowECS 0281 [-] 0.665 0.703 0.902 0.858 0.880
E3SMv3 lowECS 0311 [-] 0.649 0.706 0.902 0.852 0.877
IPSL-CM6A-LR [-] 0.678 0.670 0.578 0.719 0.648
MIROC-ES2L [-] 0.644 0.508 0.548 0.560 0.554
NorESM2-LM [-] 0.655 0.632 0.638 0.788 0.713
UKESM1-0-LL [-] 0.679 0.600 0.611 0.738 0.675
Download Data
Precipitation|GPCPv2.3 Hellinger Distance [1]
SurfaceAirTemperature|CRU4.02 Hellinger Distance [1]
Precipitation|GPCPv2.3 Score [1]
SurfaceAirTemperature|CRU4.02 Score [1]
Overall Score [1]
CanESM5 [-] 0.697 0.733 0.908 0.934 0.921
E3SMv3 default 0051 [-] 0.691 0.762 0.948 0.960 0.954
E3SMv3 default 0111 [-] 0.678 0.770 0.939 0.960 0.949
E3SMv3 default 0161 [-] 0.686 0.761 0.942 0.959 0.951
E3SMv3 default 0281 [-] 0.696 0.768 0.918 0.959 0.939
E3SMv3 default 0311 [-] 0.688 0.770 0.919 0.961 0.940
E3SMv3 highECS 0051 [-] 0.734 0.738 0.926 0.918 0.922
E3SMv3 highECS 0111 [-] 0.715 0.747 0.936 0.921 0.928
E3SMv3 highECS 0161 [-] 0.724 0.743 0.906 0.918 0.912
E3SMv3 highECS 0281 [-] 0.723 0.726 0.898 0.915 0.907
E3SMv3 highECS 0311 [-] 0.705 0.745 0.930 0.920 0.925
E3SMv3 lowECS 0051 [-] 0.683 0.624 0.919 0.860 0.889
E3SMv3 lowECS 0111 [-] 0.660 0.627 0.910 0.863 0.886
E3SMv3 lowECS 0161 [-] 0.684 0.621 0.904 0.862 0.883
E3SMv3 lowECS 0281 [-] 0.663 0.619 0.903 0.860 0.882
E3SMv3 lowECS 0311 [-] 0.654 0.622 0.912 0.861 0.886
IPSL-CM6A-LR [-] 0.746 0.793 0.927 0.796 0.861
MIROC-ES2L [-] 0.743 0.774 0.934 0.926 0.930
NorESM2-LM [-] 0.689 0.821 0.893 0.878 0.885
UKESM1-0-LL [-] 0.714 0.711 0.901 0.885 0.893
Download Data
Precipitation|GPCPv2.3 Hellinger Distance [1]
SurfaceAirTemperature|CRU4.02 Hellinger Distance [1]
Precipitation|GPCPv2.3 Score [1]
SurfaceAirTemperature|CRU4.02 Score [1]
Overall Score [1]
CanESM5 [-] 0.776 0.688 0.886 0.720 0.803
E3SMv3 default 0051 [-] 0.799 0.731 0.942 0.801 0.871
E3SMv3 default 0111 [-] 0.796 0.727 0.941 0.797 0.869
E3SMv3 default 0161 [-] 0.795 0.727 0.939 0.798 0.869
E3SMv3 default 0281 [-] 0.797 0.728 0.942 0.800 0.871
E3SMv3 default 0311 [-] 0.799 0.729 0.935 0.798 0.867
E3SMv3 highECS 0051 [-] 0.795 0.729 0.923 0.804 0.864
E3SMv3 highECS 0111 [-] 0.796 0.731 0.924 0.804 0.864
E3SMv3 highECS 0161 [-] 0.797 0.732 0.924 0.808 0.866
E3SMv3 highECS 0281 [-] 0.801 0.736 0.920 0.807 0.864
E3SMv3 highECS 0311 [-] 0.802 0.732 0.921 0.805 0.863
E3SMv3 lowECS 0051 [-] 0.800 0.710 0.876 0.821 0.848
E3SMv3 lowECS 0111 [-] 0.797 0.708 0.875 0.820 0.847
E3SMv3 lowECS 0161 [-] 0.803 0.713 0.870 0.826 0.848
E3SMv3 lowECS 0281 [-] 0.802 0.710 0.869 0.823 0.846
E3SMv3 lowECS 0311 [-] 0.803 0.710 0.869 0.826 0.848
IPSL-CM6A-LR [-] 0.802 0.728 0.884 0.707 0.795
MIROC-ES2L [-] 0.727 0.669 0.801 0.576 0.688
NorESM2-LM [-] 0.789 0.675 0.929 0.818 0.873
UKESM1-0-LL [-] 0.808 0.727 0.895 0.771 0.833
Download Data
Precipitation|GPCPv2.3 Hellinger Distance [1]
SurfaceAirTemperature|CRU4.02 Hellinger Distance [1]
Precipitation|GPCPv2.3 Score [1]
SurfaceAirTemperature|CRU4.02 Score [1]
Overall Score [1]
CanESM5 [-] 0.586 0.586 0.656 0.718 0.687
E3SMv3 default 0051 [-] 0.745 0.771 0.885 0.882 0.884
E3SMv3 default 0111 [-] 0.743 0.771 0.878 0.883 0.880
E3SMv3 default 0161 [-] 0.745 0.764 0.876 0.884 0.880
E3SMv3 default 0281 [-] 0.752 0.762 0.885 0.876 0.880
E3SMv3 default 0311 [-] 0.748 0.768 0.881 0.878 0.880
E3SMv3 highECS 0051 [-] 0.738 0.752 0.864 0.858 0.861
E3SMv3 highECS 0111 [-] 0.729 0.764 0.866 0.860 0.863
E3SMv3 highECS 0161 [-] 0.737 0.770 0.867 0.865 0.866
E3SMv3 highECS 0281 [-] 0.746 0.778 0.873 0.866 0.869
E3SMv3 highECS 0311 [-] 0.746 0.774 0.869 0.868 0.869
E3SMv3 lowECS 0051 [-] 0.741 0.759 0.842 0.900 0.871
E3SMv3 lowECS 0111 [-] 0.729 0.763 0.838 0.908 0.873
E3SMv3 lowECS 0161 [-] 0.749 0.771 0.846 0.914 0.880
E3SMv3 lowECS 0281 [-] 0.750 0.766 0.830 0.905 0.867
E3SMv3 lowECS 0311 [-] 0.746 0.761 0.846 0.909 0.877
IPSL-CM6A-LR [-] 0.585 0.578 0.580 0.609 0.595
MIROC-ES2L [-] 0.584 0.565 0.437 0.563 0.500
NorESM2-LM [-] 0.541 0.515 0.459 0.599 0.529
UKESM1-0-LL [-] 0.590 0.620 0.454 0.551 0.503
Download Data
Precipitation|GPCPv2.3 Hellinger Distance [1]
SurfaceAirTemperature|CRU4.02 Hellinger Distance [1]
Precipitation|GPCPv2.3 Score [1]
SurfaceAirTemperature|CRU4.02 Score [1]
Overall Score [1]
CanESM5 [-] 0.501 0.678 0.868 0.890 0.879
E3SMv3 default 0051 [-] 0.641 0.610 0.885 0.882 0.884
E3SMv3 default 0111 [-] 0.631 0.628 0.887 0.879 0.883
E3SMv3 default 0161 [-] 0.656 0.614 0.885 0.881 0.883
E3SMv3 default 0281 [-] 0.655 0.617 0.887 0.884 0.885
E3SMv3 default 0311 [-] 0.647 0.615 0.884 0.881 0.882
E3SMv3 highECS 0051 [-] 0.618 0.762 0.882 0.897 0.890
E3SMv3 highECS 0111 [-] 0.639 0.744 0.882 0.897 0.890
E3SMv3 highECS 0161 [-] 0.609 0.751 0.875 0.901 0.888
E3SMv3 highECS 0281 [-] 0.607 0.732 0.883 0.898 0.891
E3SMv3 highECS 0311 [-] 0.630 0.738 0.884 0.901 0.892
E3SMv3 lowECS 0051 [-] 0.561 0.605 0.858 0.910 0.884
E3SMv3 lowECS 0111 [-] 0.570 0.602 0.859 0.913 0.886
E3SMv3 lowECS 0161 [-] 0.572 0.606 0.857 0.909 0.883
E3SMv3 lowECS 0281 [-] 0.547 0.601 0.856 0.910 0.883
E3SMv3 lowECS 0311 [-] 0.560 0.608 0.859 0.907 0.883
IPSL-CM6A-LR [-] 0.626 0.720 0.864 0.890 0.877
MIROC-ES2L [-] 0.634 0.425 0.793 0.711 0.752
NorESM2-LM [-] 0.574 0.518 0.848 0.925 0.887
UKESM1-0-LL [-] 0.637 0.739 0.889 0.922 0.906
Download Data
Precipitation|GPCPv2.3 Hellinger Distance [1]
SurfaceAirTemperature|CRU4.02 Hellinger Distance [1]
Precipitation|GPCPv2.3 Score [1]
SurfaceAirTemperature|CRU4.02 Score [1]
Overall Score [1]
CanESM5 [-] 0.682 0.653 0.632 0.333 0.482
E3SMv3 default 0051 [-] 0.731 0.782 0.871 0.812 0.841
E3SMv3 default 0111 [-] 0.727 0.776 0.870 0.811 0.841
E3SMv3 default 0161 [-] 0.726 0.779 0.881 0.806 0.844
E3SMv3 default 0281 [-] 0.728 0.776 0.868 0.803 0.835
E3SMv3 default 0311 [-] 0.732 0.776 0.883 0.806 0.845
E3SMv3 highECS 0051 [-] 0.728 0.756 0.892 0.809 0.851
E3SMv3 highECS 0111 [-] 0.723 0.759 0.892 0.815 0.854
E3SMv3 highECS 0161 [-] 0.727 0.767 0.885 0.815 0.850
E3SMv3 highECS 0281 [-] 0.735 0.765 0.888 0.814 0.851
E3SMv3 highECS 0311 [-] 0.740 0.765 0.871 0.816 0.843
E3SMv3 lowECS 0051 [-] 0.735 0.778 0.877 0.809 0.843
E3SMv3 lowECS 0111 [-] 0.726 0.786 0.886 0.817 0.851
E3SMv3 lowECS 0161 [-] 0.740 0.782 0.872 0.844 0.858
E3SMv3 lowECS 0281 [-] 0.737 0.779 0.886 0.811 0.849
E3SMv3 lowECS 0311 [-] 0.749 0.784 0.891 0.817 0.854
IPSL-CM6A-LR [-] 0.657 0.659 0.652 0.224 0.438
MIROC-ES2L [-] 0.608 0.591 0.529 0.403 0.466
NorESM2-LM [-] 0.693 0.642 0.557 0.341 0.449
UKESM1-0-LL [-] 0.686 0.679 0.660 0.245 0.452

Precipitation/GPCPv2.3

Data not available
Data not available
Data not available

SurfaceAirTemperature/CRU4.02

Data not available
Data not available
Data not available

All Models

Benchmark
Data not available
Data not available
CanESM5
Data not available
Data not available
E3SMv3 default 0051
Data not available
Data not available
E3SMv3 default 0111
Data not available
Data not available
E3SMv3 default 0161
Data not available
Data not available
E3SMv3 default 0281
Data not available
Data not available
E3SMv3 default 0311
Data not available
Data not available
E3SMv3 highECS 0051
Data not available
Data not available
E3SMv3 highECS 0111
Data not available
Data not available
E3SMv3 highECS 0161
Data not available
Data not available
E3SMv3 highECS 0281
Data not available
Data not available
E3SMv3 highECS 0311
Data not available
Data not available
E3SMv3 lowECS 0051
Data not available
Data not available
E3SMv3 lowECS 0111
Data not available
Data not available
E3SMv3 lowECS 0161
Data not available
Data not available
E3SMv3 lowECS 0281
Data not available
Data not available
E3SMv3 lowECS 0311
Data not available
Data not available
IPSL-CM6A-LR
Data not available
Data not available
MIROC-ES2L
Data not available
Data not available
NorESM2-LM
Data not available
Data not available
UKESM1-0-LL
Data not available
Data not available

Data Information

  Title:
Global Land Evaporation Amsterdam Model (GLEAM) Evaportranspiration

  Version:
3.3a

  Institutions:
Laboratory of Hydrology and Water Management, Ghent University, Belgium
Department of Earth Sciences, Vrije Universiteit Amsterdam, the Netherlands

  Source:
Model Product with satellite observations of climatic and environmental variables

  History:
2019-08-12: downloaded source from https://www.gleam.eu/#datasets
2019-08-16: converted to netCDF with https://github.com/mmu2019/Datasets/blob/master/read-et-gleam.py

  References:
Martens, B., D.G. Miralles, H. Lievens, R. van der Schalie, R.A.M. de Jeu, D. Fernandez-Prieto, H.E. Beck, W.A. Dorigo, and N.E.C. Verhoest (2017), GLEAM v3: satellite-based land evaporation and root-zone soil moisture, Geosci. Model Dev., 10, 1903-1925, doi:10.5194/gmd-10-1903-2017

Miralles, D.G., T.T.H. Holmes, R.A.M. De Jeu, J.H. Gash, A.G.C.A. Meesters, and A.J. Dolman (2011), Global land-surface evaporation estimated from satellite-based observations, Hydrol. Earth Syst. Sci., 15, 453-469, doi:10.5194/hess-15-453-2011

  Comments:
time_period: 1980-01 through 2018-12
original_temporal_resolution: monthly
original_spatial_resolution: 0.25 degree
original_units: mm.month-1
final_temporal_resolution: monthly
final_spatial_resolution: 0.5 degree
final_units: kg/m2/s

  Convention:
CF-1.7