Mean State

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 [-] 2.24
E3SMv3 highECS 0051 [-] 3.13 3.10 2.24 3.70 0.859 1.11 2.65 0.477 0.503 0.555 0.859 0.579
E3SMv3 highECS 0091 [-] 3.11 3.08 2.24 3.69 0.841 1.09 2.60 0.483 0.503 0.562 0.864 0.583
E3SMv3 highECS 0101 [-] 3.14 3.12 2.24 3.72 0.874 1.12 2.50 0.477 0.505 0.580 0.843 0.582
E3SMv3 highECS 0111 [-] 3.14 3.11 2.24 3.71 0.871 1.12 2.57 0.476 0.500 0.568 0.848 0.579
E3SMv3 highECS 0121 [-] 3.13 3.10 2.24 3.70 0.860 1.11 2.48 0.480 0.501 0.585 0.855 0.584
E3SMv3 highECS 0131 [-] 3.12 3.10 2.24 3.71 0.852 1.10 2.52 0.486 0.506 0.581 0.863 0.588
E3SMv3 highECS 0141 [-] 3.13 3.10 2.24 3.71 0.861 1.11 2.42 0.477 0.507 0.604 0.857 0.590
E3SMv3 highECS 0151 [-] 3.13 3.11 2.24 3.73 0.864 1.11 2.49 0.478 0.509 0.588 0.862 0.589
E3SMv3 highECS 0161 [-] 3.13 3.11 2.24 3.73 0.863 1.10 2.50 0.470 0.512 0.583 0.880 0.591
E3SMv3 highECS 0171 [-] 3.12 3.10 2.24 3.72 0.853 1.10 2.53 0.477 0.507 0.574 0.863 0.585
E3SMv3 highECS 0181 [-] 3.13 3.10 2.24 3.73 0.860 1.11 2.52 0.474 0.504 0.581 0.866 0.586
E3SMv3 highECS 0191 [-] 3.14 3.12 2.24 3.73 0.876 1.13 2.56 0.475 0.500 0.570 0.842 0.578
E3SMv3 highECS 0201 [-] 3.14 3.12 2.24 3.71 0.872 1.12 2.49 0.470 0.507 0.575 0.862 0.584
E3SMv3 highECS 0211 [-] 3.11 3.09 2.24 3.69 0.845 1.09 2.48 0.476 0.513 0.584 0.870 0.591
E3SMv3 highECS 0221 [-] 3.16 3.14 2.24 3.73 0.894 1.14 2.60 0.472 0.501 0.562 0.833 0.574
E3SMv3 highECS 0231 [-] 3.14 3.12 2.24 3.74 0.874 1.12 2.49 0.470 0.502 0.587 0.861 0.585
E3SMv3 highECS 0241 [-] 3.12 3.10 2.24 3.69 0.852 1.10 2.48 0.473 0.502 0.584 0.873 0.587
E3SMv3 highECS 0251 [-] 3.11 3.09 2.24 3.70 0.845 1.09 2.58 0.484 0.504 0.570 0.856 0.584
E3SMv3 highECS 0261 [-] 3.12 3.10 2.24 3.71 0.854 1.10 2.45 0.475 0.503 0.593 0.872 0.589
E3SMv3 highECS 0271 [-] 3.11 3.09 2.24 3.70 0.844 1.10 2.71 0.483 0.500 0.543 0.865 0.579
E3SMv3 highECS 0281 [-] 3.10 3.08 2.24 3.68 0.834 1.09 2.43 0.482 0.507 0.595 0.874 0.593
E3SMv3 highECS 0291 [-] 3.15 3.12 2.24 3.73 0.879 1.12 2.53 0.466 0.506 0.582 0.850 0.582
E3SMv3 highECS 0301 [-] 3.14 3.12 2.24 3.72 0.873 1.12 2.54 0.471 0.499 0.567 0.858 0.579
E3SMv3 highECS 0311 [-] 3.13 3.10 2.24 3.71 0.859 1.11 2.59 0.479 0.500 0.565 0.851 0.579
E3SMv3 highECS 0321 [-] 3.09 3.07 2.24 3.69 0.824 1.08 2.49 0.485 0.506 0.585 0.880 0.593
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 [-] 3.75
E3SMv3 highECS 0051 [-] 3.94 3.83 3.75 4.16 0.0831 0.384 2.69 0.564 0.560 0.565 0.962 0.642
E3SMv3 highECS 0091 [-] 3.93 3.82 3.75 4.15 0.0709 0.381 2.43 0.562 0.574 0.609 0.955 0.655
E3SMv3 highECS 0101 [-] 3.94 3.84 3.75 4.15 0.0887 0.386 2.35 0.557 0.576 0.625 0.953 0.658
E3SMv3 highECS 0111 [-] 3.92 3.82 3.75 4.13 0.0703 0.391 2.84 0.560 0.553 0.531 0.953 0.630
E3SMv3 highECS 0121 [-] 3.93 3.82 3.75 4.14 0.0736 0.380 2.46 0.563 0.574 0.602 0.956 0.654
E3SMv3 highECS 0131 [-] 3.92 3.82 3.75 4.14 0.0689 0.377 2.46 0.566 0.572 0.605 0.960 0.655
E3SMv3 highECS 0141 [-] 3.93 3.83 3.75 4.15 0.0833 0.377 2.43 0.564 0.576 0.606 0.962 0.657
E3SMv3 highECS 0151 [-] 3.93 3.82 3.75 4.15 0.0751 0.375 2.31 0.566 0.578 0.630 0.955 0.662
E3SMv3 highECS 0161 [-] 3.94 3.83 3.75 4.16 0.0847 0.384 2.68 0.559 0.571 0.564 0.955 0.644
E3SMv3 highECS 0171 [-] 3.94 3.83 3.75 4.16 0.0859 0.383 2.48 0.562 0.576 0.601 0.951 0.653
E3SMv3 highECS 0181 [-] 3.94 3.83 3.75 4.16 0.0849 0.386 2.71 0.561 0.561 0.551 0.958 0.638
E3SMv3 highECS 0191 [-] 3.93 3.83 3.75 4.15 0.0761 0.393 2.56 0.548 0.563 0.578 0.945 0.640
E3SMv3 highECS 0201 [-] 3.94 3.84 3.75 4.16 0.0918 0.390 2.63 0.557 0.564 0.566 0.947 0.640
E3SMv3 highECS 0211 [-] 3.94 3.84 3.75 4.16 0.0861 0.376 2.68 0.568 0.577 0.558 0.961 0.648
E3SMv3 highECS 0221 [-] 3.95 3.84 3.75 4.16 0.0928 0.382 2.60 0.565 0.571 0.573 0.956 0.647
E3SMv3 highECS 0231 [-] 3.93 3.83 3.75 4.14 0.0850 0.397 2.30 0.547 0.562 0.634 0.944 0.650
E3SMv3 highECS 0241 [-] 3.96 3.85 3.75 4.18 0.103 0.382 2.40 0.562 0.578 0.616 0.955 0.658
E3SMv3 highECS 0251 [-] 3.94 3.83 3.75 4.17 0.0848 0.382 2.67 0.565 0.571 0.556 0.955 0.644
E3SMv3 highECS 0261 [-] 3.96 3.85 3.75 4.18 0.103 0.376 2.46 0.566 0.585 0.602 0.959 0.659
E3SMv3 highECS 0271 [-] 3.91 3.81 3.75 4.13 0.0609 0.381 2.59 0.566 0.568 0.587 0.960 0.650
E3SMv3 highECS 0281 [-] 3.94 3.83 3.75 4.16 0.0810 0.379 2.45 0.566 0.574 0.600 0.951 0.653
E3SMv3 highECS 0291 [-] 3.95 3.85 3.75 4.17 0.102 0.391 2.34 0.552 0.565 0.623 0.951 0.651
E3SMv3 highECS 0301 [-] 3.95 3.85 3.75 4.17 0.0986 0.387 2.33 0.559 0.569 0.634 0.948 0.656
E3SMv3 highECS 0311 [-] 3.95 3.84 3.75 4.16 0.0954 0.373 2.27 0.561 0.600 0.635 0.952 0.670
E3SMv3 highECS 0321 [-] 3.93 3.82 3.75 4.16 0.0726 0.386 2.77 0.562 0.567 0.537 0.954 0.638
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 [-] 1.56
E3SMv3 highECS 0051 [-] 1.61 1.98 1.56 0.682 1.37 0.421 0.746 1.36 0.579 0.531 0.757 0.974 0.674
E3SMv3 highECS 0091 [-] 1.60 1.97 1.56 0.671 1.37 0.407 0.740 1.32 0.581 0.532 0.764 0.974 0.677
E3SMv3 highECS 0101 [-] 1.60 1.96 1.56 0.680 1.37 0.402 0.736 1.32 0.579 0.532 0.769 0.975 0.677
E3SMv3 highECS 0111 [-] 1.60 1.97 1.56 0.673 1.37 0.408 0.740 1.34 0.579 0.531 0.763 0.975 0.676
E3SMv3 highECS 0121 [-] 1.61 1.97 1.56 0.677 1.37 0.413 0.745 1.31 0.577 0.529 0.769 0.974 0.676
E3SMv3 highECS 0131 [-] 1.62 1.98 1.56 0.687 1.37 0.425 0.753 1.30 0.579 0.534 0.775 0.974 0.679
E3SMv3 highECS 0141 [-] 1.62 1.98 1.56 0.686 1.37 0.422 0.752 1.32 0.577 0.531 0.769 0.973 0.676
E3SMv3 highECS 0151 [-] 1.61 1.97 1.56 0.689 1.37 0.414 0.748 1.34 0.577 0.531 0.767 0.974 0.676
E3SMv3 highECS 0161 [-] 1.60 1.96 1.56 0.680 1.37 0.406 0.742 1.35 0.579 0.531 0.757 0.974 0.675
E3SMv3 highECS 0171 [-] 1.60 1.97 1.56 0.681 1.37 0.408 0.744 1.32 0.578 0.526 0.762 0.974 0.673
E3SMv3 highECS 0181 [-] 1.61 1.97 1.56 0.679 1.37 0.412 0.747 1.38 0.575 0.525 0.754 0.974 0.671
E3SMv3 highECS 0191 [-] 1.60 1.97 1.56 0.682 1.37 0.408 0.746 1.33 0.575 0.527 0.765 0.974 0.674
E3SMv3 highECS 0201 [-] 1.61 1.97 1.56 0.680 1.37 0.410 0.740 1.35 0.576 0.530 0.760 0.975 0.674
E3SMv3 highECS 0211 [-] 1.62 1.98 1.56 0.692 1.37 0.425 0.749 1.31 0.579 0.537 0.769 0.974 0.679
E3SMv3 highECS 0221 [-] 1.60 1.97 1.56 0.678 1.37 0.409 0.738 1.35 0.581 0.531 0.761 0.975 0.676
E3SMv3 highECS 0231 [-] 1.61 1.97 1.56 0.680 1.37 0.410 0.742 1.34 0.577 0.526 0.759 0.975 0.673
E3SMv3 highECS 0241 [-] 1.60 1.97 1.56 0.679 1.37 0.406 0.727 1.31 0.579 0.534 0.776 0.976 0.680
E3SMv3 highECS 0251 [-] 1.61 1.97 1.56 0.684 1.37 0.415 0.739 1.31 0.580 0.532 0.769 0.975 0.678
E3SMv3 highECS 0261 [-] 1.61 1.97 1.56 0.675 1.37 0.412 0.747 1.35 0.578 0.529 0.762 0.974 0.674
E3SMv3 highECS 0271 [-] 1.61 1.97 1.56 0.684 1.37 0.409 0.739 1.35 0.582 0.533 0.762 0.974 0.677
E3SMv3 highECS 0281 [-] 1.59 1.95 1.56 0.666 1.37 0.394 0.731 1.32 0.580 0.528 0.765 0.975 0.675
E3SMv3 highECS 0291 [-] 1.61 1.97 1.56 0.681 1.37 0.411 0.737 1.30 0.576 0.532 0.772 0.975 0.677
E3SMv3 highECS 0301 [-] 1.61 1.97 1.56 0.686 1.37 0.415 0.747 1.35 0.575 0.526 0.766 0.975 0.673
E3SMv3 highECS 0311 [-] 1.61 1.97 1.56 0.681 1.37 0.411 0.744 1.32 0.579 0.531 0.769 0.974 0.677
E3SMv3 highECS 0321 [-] 1.60 1.96 1.56 0.673 1.37 0.404 0.739 1.34 0.581 0.529 0.759 0.975 0.675
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 [-] 0.993
E3SMv3 highECS 0051 [-] 0.951 1.05 0.993 0.538 1.37 0.0581 0.331 0.256 0.835 0.723 0.983 0.905 0.834
E3SMv3 highECS 0091 [-] 0.944 1.04 0.993 0.534 1.37 0.0496 0.328 0.224 0.835 0.725 0.985 0.897 0.833
E3SMv3 highECS 0101 [-] 0.941 1.04 0.993 0.530 1.37 0.0469 0.329 0.286 0.837 0.723 0.980 0.901 0.833
E3SMv3 highECS 0111 [-] 0.940 1.04 0.993 0.529 1.37 0.0470 0.332 0.267 0.833 0.723 0.982 0.896 0.831
E3SMv3 highECS 0121 [-] 0.944 1.04 0.993 0.534 1.37 0.0497 0.331 0.278 0.837 0.721 0.981 0.903 0.833
E3SMv3 highECS 0131 [-] 0.948 1.05 0.993 0.536 1.37 0.0542 0.334 0.283 0.834 0.721 0.981 0.903 0.832
E3SMv3 highECS 0141 [-] 0.950 1.05 0.993 0.534 1.37 0.0572 0.335 0.265 0.834 0.719 0.982 0.898 0.831
E3SMv3 highECS 0151 [-] 0.944 1.04 0.993 0.534 1.37 0.0497 0.332 0.270 0.834 0.721 0.982 0.896 0.831
E3SMv3 highECS 0161 [-] 0.939 1.04 0.993 0.525 1.37 0.0467 0.327 0.280 0.839 0.723 0.981 0.906 0.835
E3SMv3 highECS 0171 [-] 0.943 1.04 0.993 0.530 1.37 0.0498 0.329 0.292 0.838 0.722 0.981 0.906 0.834
E3SMv3 highECS 0181 [-] 0.942 1.04 0.993 0.530 1.37 0.0489 0.336 0.314 0.832 0.719 0.979 0.896 0.829
E3SMv3 highECS 0191 [-] 0.941 1.04 0.993 0.535 1.37 0.0466 0.330 0.266 0.835 0.723 0.982 0.897 0.832
E3SMv3 highECS 0201 [-] 0.942 1.04 0.993 0.529 1.37 0.0489 0.328 0.289 0.838 0.723 0.980 0.906 0.834
E3SMv3 highECS 0211 [-] 0.949 1.05 0.993 0.530 1.37 0.0567 0.330 0.265 0.837 0.722 0.982 0.905 0.834
E3SMv3 highECS 0221 [-] 0.942 1.04 0.993 0.528 1.37 0.0496 0.328 0.310 0.837 0.723 0.979 0.901 0.833
E3SMv3 highECS 0231 [-] 0.945 1.05 0.993 0.533 1.37 0.0519 0.330 0.284 0.833 0.723 0.981 0.888 0.830
E3SMv3 highECS 0241 [-] 0.952 1.05 0.993 0.536 1.37 0.0590 0.328 0.252 0.838 0.724 0.983 0.905 0.835
E3SMv3 highECS 0251 [-] 0.954 1.05 0.993 0.541 1.37 0.0609 0.334 0.296 0.830 0.722 0.980 0.895 0.830
E3SMv3 highECS 0261 [-] 0.943 1.04 0.993 0.536 1.37 0.0485 0.332 0.287 0.834 0.721 0.980 0.900 0.831
E3SMv3 highECS 0271 [-] 0.948 1.05 0.993 0.533 1.37 0.0556 0.335 0.316 0.834 0.720 0.979 0.899 0.830
E3SMv3 highECS 0281 [-] 0.937 1.04 0.993 0.525 1.37 0.0435 0.329 0.281 0.836 0.723 0.981 0.894 0.831
E3SMv3 highECS 0291 [-] 0.947 1.05 0.993 0.533 1.37 0.0537 0.329 0.278 0.837 0.723 0.981 0.906 0.834
E3SMv3 highECS 0301 [-] 0.953 1.05 0.993 0.540 1.37 0.0600 0.335 0.279 0.831 0.721 0.981 0.891 0.829
E3SMv3 highECS 0311 [-] 0.938 1.04 0.993 0.530 1.37 0.0433 0.330 0.287 0.837 0.722 0.980 0.904 0.833
E3SMv3 highECS 0321 [-] 0.944 1.04 0.993 0.528 1.37 0.0516 0.334 0.276 0.833 0.719 0.982 0.899 0.831
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 [-] 3.62
E3SMv3 highECS 0051 [-] 3.67 3.69 3.62 3.32 0.0646 0.656 2.56 0.528 0.402 0.586 0.947 0.573
E3SMv3 highECS 0091 [-] 3.64 3.65 3.62 3.35 0.0303 0.656 2.55 0.526 0.397 0.592 0.953 0.573
E3SMv3 highECS 0101 [-] 3.65 3.66 3.62 3.29 0.0383 0.659 2.47 0.521 0.403 0.601 0.941 0.574
E3SMv3 highECS 0111 [-] 3.67 3.68 3.62 3.35 0.0548 0.641 2.38 0.528 0.414 0.626 0.950 0.586
E3SMv3 highECS 0121 [-] 3.64 3.66 3.62 3.27 0.0360 0.676 2.41 0.513 0.392 0.607 0.935 0.568
E3SMv3 highECS 0131 [-] 3.65 3.66 3.62 3.37 0.0409 0.634 2.25 0.537 0.416 0.638 0.964 0.594
E3SMv3 highECS 0141 [-] 3.66 3.67 3.62 3.30 0.0464 0.671 2.51 0.518 0.395 0.598 0.940 0.569
E3SMv3 highECS 0151 [-] 3.65 3.66 3.62 3.29 0.0412 0.669 2.44 0.519 0.395 0.606 0.945 0.572
E3SMv3 highECS 0161 [-] 3.65 3.67 3.62 3.29 0.0442 0.671 2.67 0.523 0.388 0.565 0.940 0.561
E3SMv3 highECS 0171 [-] 3.65 3.67 3.62 3.30 0.0442 0.688 2.59 0.516 0.379 0.577 0.942 0.559
E3SMv3 highECS 0181 [-] 3.66 3.67 3.62 3.30 0.0500 0.693 2.69 0.511 0.375 0.563 0.941 0.553
E3SMv3 highECS 0191 [-] 3.64 3.66 3.62 3.28 0.0349 0.677 2.45 0.511 0.388 0.610 0.936 0.567
E3SMv3 highECS 0201 [-] 3.65 3.66 3.62 3.33 0.0407 0.666 2.49 0.518 0.393 0.593 0.946 0.569
E3SMv3 highECS 0211 [-] 3.66 3.67 3.62 3.36 0.0486 0.639 2.35 0.526 0.419 0.625 0.953 0.588
E3SMv3 highECS 0221 [-] 3.66 3.67 3.62 3.34 0.0521 0.658 2.46 0.523 0.398 0.607 0.946 0.575
E3SMv3 highECS 0231 [-] 3.68 3.69 3.62 3.35 0.0688 0.684 2.69 0.517 0.382 0.558 0.942 0.556
E3SMv3 highECS 0241 [-] 3.69 3.70 3.62 3.37 0.0753 0.660 2.36 0.523 0.405 0.631 0.953 0.583
E3SMv3 highECS 0251 [-] 3.66 3.67 3.62 3.39 0.0460 0.649 2.33 0.527 0.401 0.636 0.965 0.586
E3SMv3 highECS 0261 [-] 3.64 3.65 3.62 3.27 0.0337 0.682 2.67 0.519 0.382 0.567 0.942 0.558
E3SMv3 highECS 0271 [-] 3.64 3.65 3.62 3.35 0.0302 0.647 2.42 0.532 0.403 0.614 0.955 0.581
E3SMv3 highECS 0281 [-] 3.64 3.65 3.62 3.28 0.0297 0.690 2.63 0.516 0.373 0.568 0.943 0.555
E3SMv3 highECS 0291 [-] 3.68 3.69 3.62 3.32 0.0659 0.666 2.45 0.514 0.394 0.610 0.941 0.571
E3SMv3 highECS 0301 [-] 3.68 3.69 3.62 3.38 0.0668 0.693 2.47 0.507 0.380 0.606 0.946 0.564
E3SMv3 highECS 0311 [-] 3.66 3.67 3.62 3.34 0.0451 0.668 2.43 0.519 0.395 0.610 0.954 0.575
E3SMv3 highECS 0321 [-] 3.64 3.65 3.62 3.30 0.0276 0.659 2.61 0.530 0.392 0.577 0.950 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 [-] 1.06
E3SMv3 highECS 0051 [-] 1.29 1.29 1.06 1.25 1.50 0.231 0.522 0.640 0.716 0.620 0.951 0.945 0.771
E3SMv3 highECS 0091 [-] 1.28 1.29 1.06 1.25 1.50 0.224 0.516 0.590 0.718 0.621 0.955 0.942 0.771
E3SMv3 highECS 0101 [-] 1.28 1.29 1.06 1.26 1.50 0.224 0.519 0.636 0.718 0.621 0.952 0.946 0.771
E3SMv3 highECS 0111 [-] 1.28 1.28 1.06 1.24 1.50 0.222 0.519 0.609 0.716 0.620 0.954 0.943 0.770
E3SMv3 highECS 0121 [-] 1.28 1.29 1.06 1.25 1.50 0.224 0.518 0.628 0.719 0.620 0.952 0.941 0.770
E3SMv3 highECS 0131 [-] 1.28 1.29 1.06 1.25 1.50 0.228 0.522 0.639 0.714 0.618 0.951 0.941 0.769
E3SMv3 highECS 0141 [-] 1.29 1.29 1.06 1.26 1.50 0.228 0.519 0.614 0.716 0.618 0.953 0.946 0.770
E3SMv3 highECS 0151 [-] 1.28 1.28 1.06 1.25 1.50 0.223 0.519 0.637 0.718 0.619 0.951 0.947 0.771
E3SMv3 highECS 0161 [-] 1.27 1.28 1.06 1.24 1.50 0.218 0.516 0.618 0.722 0.620 0.953 0.947 0.772
E3SMv3 highECS 0171 [-] 1.28 1.28 1.06 1.24 1.50 0.219 0.513 0.615 0.722 0.621 0.953 0.943 0.772
E3SMv3 highECS 0181 [-] 1.28 1.29 1.06 1.26 1.50 0.226 0.524 0.648 0.715 0.618 0.950 0.942 0.769
E3SMv3 highECS 0191 [-] 1.28 1.29 1.06 1.25 1.50 0.225 0.519 0.629 0.718 0.621 0.952 0.942 0.771
E3SMv3 highECS 0201 [-] 1.28 1.29 1.06 1.25 1.50 0.225 0.516 0.610 0.718 0.620 0.953 0.943 0.771
E3SMv3 highECS 0211 [-] 1.29 1.29 1.06 1.26 1.50 0.232 0.521 0.620 0.716 0.621 0.953 0.947 0.771
E3SMv3 highECS 0221 [-] 1.28 1.28 1.06 1.25 1.50 0.222 0.513 0.647 0.719 0.621 0.951 0.943 0.771
E3SMv3 highECS 0231 [-] 1.29 1.29 1.06 1.26 1.50 0.230 0.523 0.639 0.715 0.620 0.952 0.943 0.770
E3SMv3 highECS 0241 [-] 1.28 1.29 1.06 1.25 1.50 0.226 0.511 0.619 0.718 0.622 0.953 0.943 0.772
E3SMv3 highECS 0251 [-] 1.29 1.29 1.06 1.26 1.50 0.231 0.521 0.622 0.713 0.621 0.952 0.945 0.770
E3SMv3 highECS 0261 [-] 1.28 1.28 1.06 1.25 1.50 0.221 0.519 0.645 0.718 0.619 0.950 0.943 0.770
E3SMv3 highECS 0271 [-] 1.29 1.29 1.06 1.26 1.50 0.227 0.519 0.647 0.716 0.620 0.951 0.945 0.771
E3SMv3 highECS 0281 [-] 1.27 1.28 1.06 1.24 1.50 0.216 0.512 0.628 0.720 0.621 0.952 0.942 0.771
E3SMv3 highECS 0291 [-] 1.28 1.29 1.06 1.25 1.50 0.227 0.517 0.631 0.719 0.622 0.952 0.947 0.773
E3SMv3 highECS 0301 [-] 1.29 1.29 1.06 1.26 1.50 0.233 0.522 0.621 0.714 0.619 0.952 0.944 0.769
E3SMv3 highECS 0311 [-] 1.27 1.28 1.06 1.24 1.50 0.215 0.513 0.638 0.722 0.620 0.950 0.938 0.770
E3SMv3 highECS 0321 [-] 1.28 1.28 1.06 1.24 1.50 0.220 0.519 0.618 0.719 0.617 0.953 0.946 0.770

Temporally integrated period mean

BENCHMARK MEAN
Data not available
Data not available
MODEL MEAN
Data not available
Data not available
BIAS
Data not available
Data not available
BIAS SCORE
Data not available
Data not available
RMSE
Data not available
Data not available
RMSE SCORE
Data not available
Data not available
BENCHMARK MAX MONTH
Data not available
Data not available
MODEL MAX MONTH
Data not available
Data not available
DIFFERENCE IN MAX MONTH
Data not available
Data not available
SEASONAL CYCLE SCORE
Data not available
Data not available

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

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]
E3SMv3 highECS 0051 [-] 0.657 0.635 0.811 0.681 0.746
E3SMv3 highECS 0091 [-] 0.650 0.618 0.815 0.684 0.749
E3SMv3 highECS 0101 [-] 0.653 0.620 0.813 0.675 0.744
E3SMv3 highECS 0111 [-] 0.652 0.631 0.804 0.672 0.738
E3SMv3 highECS 0121 [-] 0.638 0.618 0.811 0.677 0.744
E3SMv3 highECS 0131 [-] 0.663 0.626 0.807 0.684 0.745
E3SMv3 highECS 0141 [-] 0.673 0.634 0.821 0.680 0.751
E3SMv3 highECS 0151 [-] 0.657 0.646 0.812 0.682 0.747
E3SMv3 highECS 0161 [-] 0.652 0.615 0.807 0.685 0.746
E3SMv3 highECS 0171 [-] 0.643 0.632 0.816 0.681 0.748
E3SMv3 highECS 0181 [-] 0.648 0.614 0.812 0.678 0.745
E3SMv3 highECS 0191 [-] 0.656 0.624 0.810 0.672 0.741
E3SMv3 highECS 0201 [-] 0.655 0.605 0.813 0.671 0.742
E3SMv3 highECS 0211 [-] 0.648 0.635 0.818 0.686 0.752
E3SMv3 highECS 0221 [-] 0.653 0.618 0.809 0.667 0.738
E3SMv3 highECS 0231 [-] 0.656 0.607 0.808 0.673 0.741
E3SMv3 highECS 0241 [-] 0.644 0.612 0.807 0.680 0.743
E3SMv3 highECS 0251 [-] 0.639 0.620 0.816 0.684 0.750
E3SMv3 highECS 0261 [-] 0.641 0.615 0.806 0.679 0.743
E3SMv3 highECS 0271 [-] 0.649 0.617 0.808 0.682 0.745
E3SMv3 highECS 0281 [-] 0.648 0.618 0.809 0.684 0.746
E3SMv3 highECS 0291 [-] 0.643 0.615 0.807 0.674 0.741
E3SMv3 highECS 0301 [-] 0.646 0.611 0.802 0.673 0.738
E3SMv3 highECS 0311 [-] 0.657 0.608 0.810 0.679 0.744
E3SMv3 highECS 0321 [-] 0.651 0.621 0.812 0.691 0.752
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]
E3SMv3 highECS 0051 [-] 0.738 0.814 0.947 0.950 0.948
E3SMv3 highECS 0091 [-] 0.720 0.797 0.933 0.950 0.941
E3SMv3 highECS 0101 [-] 0.731 0.813 0.933 0.950 0.942
E3SMv3 highECS 0111 [-] 0.722 0.804 0.946 0.953 0.950
E3SMv3 highECS 0121 [-] 0.707 0.802 0.944 0.949 0.947
E3SMv3 highECS 0131 [-] 0.756 0.803 0.956 0.952 0.954
E3SMv3 highECS 0141 [-] 0.726 0.804 0.942 0.950 0.946
E3SMv3 highECS 0151 [-] 0.729 0.798 0.943 0.950 0.946
E3SMv3 highECS 0161 [-] 0.732 0.798 0.928 0.948 0.938
E3SMv3 highECS 0171 [-] 0.728 0.795 0.947 0.948 0.948
E3SMv3 highECS 0181 [-] 0.721 0.796 0.948 0.950 0.949
E3SMv3 highECS 0191 [-] 0.716 0.800 0.924 0.950 0.937
E3SMv3 highECS 0201 [-] 0.727 0.804 0.931 0.950 0.941
E3SMv3 highECS 0211 [-] 0.709 0.795 0.930 0.949 0.940
E3SMv3 highECS 0221 [-] 0.700 0.796 0.940 0.949 0.945
E3SMv3 highECS 0231 [-] 0.707 0.793 0.933 0.951 0.942
E3SMv3 highECS 0241 [-] 0.711 0.796 0.944 0.947 0.946
E3SMv3 highECS 0251 [-] 0.714 0.790 0.944 0.945 0.945
E3SMv3 highECS 0261 [-] 0.737 0.792 0.946 0.946 0.946
E3SMv3 highECS 0271 [-] 0.730 0.808 0.951 0.953 0.952
E3SMv3 highECS 0281 [-] 0.771 0.780 0.945 0.946 0.946
E3SMv3 highECS 0291 [-] 0.719 0.794 0.938 0.950 0.944
E3SMv3 highECS 0301 [-] 0.710 0.795 0.922 0.946 0.934
E3SMv3 highECS 0311 [-] 0.718 0.793 0.942 0.947 0.944
E3SMv3 highECS 0321 [-] 0.737 0.797 0.945 0.948 0.947
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]
E3SMv3 highECS 0051 [-] 0.560 0.740 0.908 0.764 0.836
E3SMv3 highECS 0091 [-] 0.561 0.736 0.910 0.766 0.838
E3SMv3 highECS 0101 [-] 0.561 0.739 0.909 0.768 0.839
E3SMv3 highECS 0111 [-] 0.560 0.735 0.909 0.768 0.839
E3SMv3 highECS 0121 [-] 0.562 0.737 0.910 0.764 0.837
E3SMv3 highECS 0131 [-] 0.561 0.737 0.911 0.761 0.836
E3SMv3 highECS 0141 [-] 0.560 0.739 0.907 0.766 0.837
E3SMv3 highECS 0151 [-] 0.561 0.740 0.908 0.768 0.838
E3SMv3 highECS 0161 [-] 0.561 0.741 0.909 0.769 0.839
E3SMv3 highECS 0171 [-] 0.563 0.741 0.908 0.768 0.838
E3SMv3 highECS 0181 [-] 0.560 0.736 0.905 0.766 0.836
E3SMv3 highECS 0191 [-] 0.561 0.721 0.909 0.767 0.838
E3SMv3 highECS 0201 [-] 0.563 0.743 0.909 0.764 0.837
E3SMv3 highECS 0211 [-] 0.560 0.742 0.908 0.764 0.836
E3SMv3 highECS 0221 [-] 0.561 0.739 0.909 0.765 0.837
E3SMv3 highECS 0231 [-] 0.564 0.734 0.911 0.764 0.838
E3SMv3 highECS 0241 [-] 0.561 0.742 0.913 0.771 0.842
E3SMv3 highECS 0251 [-] 0.562 0.740 0.910 0.765 0.837
E3SMv3 highECS 0261 [-] 0.561 0.736 0.909 0.764 0.836
E3SMv3 highECS 0271 [-] 0.561 0.741 0.905 0.767 0.836
E3SMv3 highECS 0281 [-] 0.564 0.736 0.911 0.770 0.841
E3SMv3 highECS 0291 [-] 0.560 0.739 0.906 0.767 0.837
E3SMv3 highECS 0301 [-] 0.562 0.737 0.909 0.766 0.838
E3SMv3 highECS 0311 [-] 0.565 0.733 0.908 0.768 0.838
E3SMv3 highECS 0321 [-] 0.558 0.737 0.912 0.769 0.840
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]
E3SMv3 highECS 0051 [-] 0.658 0.725 0.786 0.750 0.768
E3SMv3 highECS 0091 [-] 0.663 0.722 0.783 0.752 0.767
E3SMv3 highECS 0101 [-] 0.658 0.744 0.776 0.752 0.764
E3SMv3 highECS 0111 [-] 0.667 0.723 0.793 0.753 0.773
E3SMv3 highECS 0121 [-] 0.661 0.728 0.774 0.752 0.763
E3SMv3 highECS 0131 [-] 0.656 0.719 0.783 0.750 0.767
E3SMv3 highECS 0141 [-] 0.662 0.735 0.810 0.753 0.782
E3SMv3 highECS 0151 [-] 0.663 0.728 0.795 0.756 0.775
E3SMv3 highECS 0161 [-] 0.679 0.735 0.787 0.755 0.771
E3SMv3 highECS 0171 [-] 0.677 0.732 0.806 0.757 0.781
E3SMv3 highECS 0181 [-] 0.657 0.718 0.791 0.758 0.774
E3SMv3 highECS 0191 [-] 0.666 0.710 0.781 0.760 0.771
E3SMv3 highECS 0201 [-] 0.680 0.739 0.782 0.753 0.767
E3SMv3 highECS 0211 [-] 0.660 0.731 0.784 0.754 0.769
E3SMv3 highECS 0221 [-] 0.657 0.729 0.813 0.755 0.784
E3SMv3 highECS 0231 [-] 0.657 0.719 0.803 0.750 0.776
E3SMv3 highECS 0241 [-] 0.677 0.722 0.784 0.752 0.768
E3SMv3 highECS 0251 [-] 0.674 0.728 0.800 0.752 0.776
E3SMv3 highECS 0261 [-] 0.668 0.722 0.766 0.754 0.760
E3SMv3 highECS 0271 [-] 0.678 0.736 0.805 0.754 0.780
E3SMv3 highECS 0281 [-] 0.662 0.719 0.796 0.758 0.777
E3SMv3 highECS 0291 [-] 0.654 0.734 0.792 0.759 0.776
E3SMv3 highECS 0301 [-] 0.673 0.746 0.800 0.752 0.776
E3SMv3 highECS 0311 [-] 0.686 0.729 0.801 0.758 0.780
E3SMv3 highECS 0321 [-] 0.675 0.727 0.773 0.755 0.764
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]
E3SMv3 highECS 0051 [-] 0.610 0.636 0.893 0.918 0.906
E3SMv3 highECS 0091 [-] 0.615 0.628 0.900 0.922 0.911
E3SMv3 highECS 0101 [-] 0.609 0.648 0.893 0.918 0.905
E3SMv3 highECS 0111 [-] 0.639 0.624 0.893 0.919 0.906
E3SMv3 highECS 0121 [-] 0.614 0.641 0.889 0.918 0.903
E3SMv3 highECS 0131 [-] 0.634 0.641 0.896 0.922 0.909
E3SMv3 highECS 0141 [-] 0.620 0.627 0.894 0.924 0.909
E3SMv3 highECS 0151 [-] 0.611 0.628 0.890 0.921 0.906
E3SMv3 highECS 0161 [-] 0.604 0.626 0.889 0.922 0.906
E3SMv3 highECS 0171 [-] 0.604 0.618 0.890 0.919 0.905
E3SMv3 highECS 0181 [-] 0.614 0.621 0.888 0.918 0.903
E3SMv3 highECS 0191 [-] 0.626 0.609 0.887 0.924 0.906
E3SMv3 highECS 0201 [-] 0.608 0.615 0.894 0.923 0.908
E3SMv3 highECS 0211 [-] 0.627 0.646 0.896 0.925 0.910
E3SMv3 highECS 0221 [-] 0.621 0.614 0.894 0.921 0.908
E3SMv3 highECS 0231 [-] 0.592 0.609 0.890 0.915 0.903
E3SMv3 highECS 0241 [-] 0.618 0.642 0.891 0.914 0.903
E3SMv3 highECS 0251 [-] 0.620 0.621 0.897 0.920 0.909
E3SMv3 highECS 0261 [-] 0.620 0.613 0.890 0.923 0.907
E3SMv3 highECS 0271 [-] 0.641 0.614 0.895 0.923 0.909
E3SMv3 highECS 0281 [-] 0.619 0.615 0.893 0.920 0.907
E3SMv3 highECS 0291 [-] 0.615 0.637 0.893 0.917 0.905
E3SMv3 highECS 0301 [-] 0.599 0.639 0.895 0.916 0.905
E3SMv3 highECS 0311 [-] 0.629 0.614 0.897 0.921 0.909
E3SMv3 highECS 0321 [-] 0.619 0.613 0.894 0.924 0.909
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]
E3SMv3 highECS 0051 [-] 0.671 0.726 0.864 0.749 0.806
E3SMv3 highECS 0091 [-] 0.675 0.720 0.871 0.755 0.813
E3SMv3 highECS 0101 [-] 0.669 0.720 0.854 0.753 0.803
E3SMv3 highECS 0111 [-] 0.673 0.719 0.871 0.754 0.812
E3SMv3 highECS 0121 [-] 0.681 0.721 0.867 0.751 0.809
E3SMv3 highECS 0131 [-] 0.671 0.718 0.866 0.751 0.808
E3SMv3 highECS 0141 [-] 0.668 0.726 0.859 0.750 0.805
E3SMv3 highECS 0151 [-] 0.673 0.727 0.865 0.751 0.808
E3SMv3 highECS 0161 [-] 0.678 0.727 0.858 0.757 0.808
E3SMv3 highECS 0171 [-] 0.682 0.727 0.866 0.757 0.811
E3SMv3 highECS 0181 [-] 0.670 0.719 0.874 0.750 0.812
E3SMv3 highECS 0191 [-] 0.673 0.719 0.869 0.750 0.809
E3SMv3 highECS 0201 [-] 0.679 0.732 0.859 0.748 0.803
E3SMv3 highECS 0211 [-] 0.671 0.725 0.870 0.748 0.809
E3SMv3 highECS 0221 [-] 0.672 0.726 0.860 0.750 0.805
E3SMv3 highECS 0231 [-] 0.670 0.719 0.868 0.747 0.807
E3SMv3 highECS 0241 [-] 0.679 0.732 0.862 0.755 0.809
E3SMv3 highECS 0251 [-] 0.674 0.722 0.866 0.752 0.809
E3SMv3 highECS 0261 [-] 0.681 0.722 0.876 0.753 0.815
E3SMv3 highECS 0271 [-] 0.676 0.727 0.867 0.751 0.809
E3SMv3 highECS 0281 [-] 0.679 0.722 0.870 0.760 0.815
E3SMv3 highECS 0291 [-] 0.672 0.724 0.866 0.747 0.806
E3SMv3 highECS 0301 [-] 0.672 0.717 0.862 0.748 0.805
E3SMv3 highECS 0311 [-] 0.686 0.723 0.873 0.755 0.814
E3SMv3 highECS 0321 [-] 0.679 0.723 0.866 0.758 0.812

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
E3SMv3 highECS 0051
Data not available
Data not available
E3SMv3 highECS 0091
Data not available
Data not available
E3SMv3 highECS 0101
Data not available
Data not available
E3SMv3 highECS 0111
Data not available
Data not available
E3SMv3 highECS 0121
Data not available
Data not available
E3SMv3 highECS 0131
Data not available
Data not available
E3SMv3 highECS 0141
Data not available
Data not available
E3SMv3 highECS 0151
Data not available
Data not available
E3SMv3 highECS 0161
Data not available
Data not available
E3SMv3 highECS 0171
Data not available
Data not available
E3SMv3 highECS 0181
Data not available
Data not available
E3SMv3 highECS 0191
Data not available
Data not available
E3SMv3 highECS 0201
Data not available
Data not available
E3SMv3 highECS 0211
Data not available
Data not available
E3SMv3 highECS 0221
Data not available
Data not available
E3SMv3 highECS 0231
Data not available
Data not available
E3SMv3 highECS 0241
Data not available
Data not available
E3SMv3 highECS 0251
Data not available
Data not available
E3SMv3 highECS 0261
Data not available
Data not available
E3SMv3 highECS 0271
Data not available
Data not available
E3SMv3 highECS 0281
Data not available
Data not available
E3SMv3 highECS 0291
Data not available
Data not available
E3SMv3 highECS 0301
Data not available
Data not available
E3SMv3 highECS 0311
Data not available
Data not available
E3SMv3 highECS 0321
Data not available
Data not available

Data Information

  Title:
MODIS Global Terrestrial Evaportranspiration

  Version:
MOD16A2

  Institutions:
Numerical Terradynamic Simulation Group, University of Montana, USA

  Source:
MODIS (MOD16A2 level 4) global terrestrial evapotranspiration (ET) based on the Penman-Monteith (P-M) algorithm with MERRA meteorological forcings

  History:
2019-08-19: downloaded source from http://files.ntsg.umt.edu/data/NTSG_Products/MOD16/
2019-08-21: converted to netCDF with https://github.com/mmu2019/Datasets/blob/master/read-et-modisA2.py

  References:
Mu, Q.Z., M. Zhao, and S.W. Running (2011), Improvements to a MODIS global terrestrial evapotranspiration algorithm, Remote Sensing of Environment, 115, 1781-1800, doi:10.1016/j.rse.2011.02.019

  Comments:
time_period: 2000-01 through 2014-12
original_temporal_resolution: monthly
original_spatial_resolution: 0.5 degree
original_units: mm/month
final_temporal_resolution: monthly
final_spatial_resolution: 0.5 degree
final_units: kg/m2/s

  Convention:
CF-1.7