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 [-] 2.24
CanESM5 [-] 3.70 3.09 2.23 4.35 2.97 0.865 1.18 2.49 0.418 0.478 0.580 0.978 0.586
E3SMv3 default 0051 [-] 3.08 3.05 2.24 3.63 0.810 1.08 2.51 0.473 0.505 0.568 0.941 0.598
E3SMv3 default 0111 [-] 3.07 3.05 2.24 3.63 0.807 1.07 2.57 0.473 0.513 0.570 0.937 0.601
E3SMv3 default 0161 [-] 3.11 3.08 2.24 3.64 0.841 1.10 2.57 0.462 0.509 0.570 0.928 0.596
E3SMv3 default 0281 [-] 3.09 3.06 2.24 3.65 0.818 1.08 2.49 0.469 0.510 0.580 0.931 0.600
E3SMv3 default 0311 [-] 3.07 3.05 2.24 3.63 0.808 1.07 2.46 0.474 0.509 0.593 0.934 0.604
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 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 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 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 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 lowECS 0051 [-] 2.89 2.87 2.24 3.36 0.622 1.06 2.82 0.590 0.449 0.524 0.733 0.549
E3SMv3 lowECS 0111 [-] 2.86 2.84 2.24 3.33 0.598 1.04 2.79 0.594 0.451 0.539 0.757 0.558
E3SMv3 lowECS 0161 [-] 2.87 2.85 2.24 3.34 0.604 1.05 2.81 0.588 0.454 0.531 0.766 0.559
E3SMv3 lowECS 0281 [-] 2.86 2.84 2.24 3.33 0.593 1.04 2.81 0.588 0.451 0.527 0.735 0.550
E3SMv3 lowECS 0311 [-] 2.86 2.84 2.24 3.35 0.593 1.03 2.85 0.587 0.458 0.527 0.753 0.557
IPSL-CM6A-LR [-] 3.53 2.94 2.23 4.15 2.96 0.702 1.14 2.24 0.515 0.435 0.644 0.774 0.561
MIROC-ES2L [-] 3.97 3.61 2.23 4.32 2.97 1.39 1.54 2.07 0.268 0.533 0.659 0.956 0.590
NorESM2-LM [-] 3.18 2.30 2.23 4.12 2.96 0.0697 0.832 1.96 0.552 0.539 0.701 0.894 0.645
UKESM1-0-LL [-] 3.63 2.67 2.24 4.64 2.94 0.433 0.913 1.97 0.483 0.555 0.678 0.975 0.649
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
CanESM5 [-] 4.41 4.21 3.75 4.48 0.464 0.604 2.66 0.372 0.475 0.566 0.931 0.564
E3SMv3 default 0051 [-] 4.08 3.99 3.75 4.27 0.243 0.434 2.49 0.517 0.555 0.588 0.982 0.639
E3SMv3 default 0111 [-] 4.05 3.97 3.75 4.23 0.217 0.444 2.66 0.521 0.521 0.558 0.984 0.621
E3SMv3 default 0161 [-] 4.09 4.00 3.75 4.27 0.249 0.439 2.52 0.503 0.558 0.583 0.979 0.636
E3SMv3 default 0281 [-] 4.06 3.97 3.75 4.24 0.220 0.447 2.80 0.514 0.527 0.535 0.978 0.616
E3SMv3 default 0311 [-] 4.05 3.96 3.75 4.23 0.214 0.439 2.70 0.521 0.532 0.551 0.977 0.623
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 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 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 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 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 lowECS 0051 [-] 3.67 3.53 3.75 3.98 -0.224 0.479 2.72 0.443 0.518 0.558 0.901 0.588
E3SMv3 lowECS 0111 [-] 3.67 3.52 3.75 3.99 -0.225 0.479 2.71 0.442 0.522 0.567 0.907 0.592
E3SMv3 lowECS 0161 [-] 3.68 3.54 3.75 3.98 -0.211 0.467 2.61 0.453 0.525 0.580 0.916 0.600
E3SMv3 lowECS 0281 [-] 3.67 3.52 3.75 3.98 -0.234 0.486 2.55 0.432 0.535 0.590 0.897 0.598
E3SMv3 lowECS 0311 [-] 3.66 3.52 3.75 3.97 -0.230 0.483 2.73 0.441 0.519 0.552 0.909 0.588
IPSL-CM6A-LR [-] 4.09 3.41 3.75 4.31 -0.343 0.630 2.93 0.374 0.492 0.515 0.704 0.515
MIROC-ES2L [-] 4.35 4.45 3.75 4.33 0.705 0.826 3.19 0.242 0.461 0.444 0.984 0.518
NorESM2-LM [-] 4.29 3.80 3.75 4.44 0.0497 0.467 2.84 0.548 0.454 0.522 0.987 0.593
UKESM1-0-LL [-] 4.64 3.99 3.75 4.84 0.241 0.515 2.69 0.491 0.504 0.545 0.994 0.608
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
CanESM5 [-] 1.75 1.98 1.56 1.30 1.42 0.418 0.949 1.51 0.477 0.438 0.746 0.945 0.609
E3SMv3 default 0051 [-] 1.58 1.95 1.56 0.649 1.37 0.388 0.752 1.34 0.574 0.515 0.763 0.973 0.668
E3SMv3 default 0111 [-] 1.58 1.95 1.56 0.646 1.37 0.393 0.763 1.34 0.570 0.513 0.765 0.972 0.667
E3SMv3 default 0161 [-] 1.59 1.95 1.56 0.650 1.37 0.395 0.767 1.33 0.567 0.514 0.766 0.971 0.666
E3SMv3 default 0281 [-] 1.58 1.95 1.56 0.654 1.37 0.389 0.758 1.32 0.573 0.516 0.770 0.972 0.669
E3SMv3 default 0311 [-] 1.58 1.95 1.56 0.645 1.37 0.392 0.764 1.32 0.573 0.513 0.767 0.972 0.668
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 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 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 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 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 lowECS 0051 [-] 1.54 1.88 1.56 0.682 1.37 0.317 0.773 1.47 0.580 0.503 0.743 0.964 0.659
E3SMv3 lowECS 0111 [-] 1.53 1.86 1.56 0.664 1.37 0.306 0.767 1.43 0.583 0.506 0.749 0.963 0.662
E3SMv3 lowECS 0161 [-] 1.52 1.86 1.56 0.663 1.37 0.301 0.762 1.47 0.582 0.507 0.742 0.965 0.661
E3SMv3 lowECS 0281 [-] 1.53 1.87 1.56 0.672 1.37 0.308 0.765 1.45 0.582 0.507 0.753 0.963 0.662
E3SMv3 lowECS 0311 [-] 1.53 1.86 1.56 0.666 1.37 0.304 0.766 1.50 0.581 0.501 0.737 0.964 0.657
IPSL-CM6A-LR [-] 1.74 1.96 1.56 1.28 1.41 0.403 0.808 1.47 0.573 0.495 0.767 0.966 0.659
MIROC-ES2L [-] 2.08 2.42 1.56 1.40 1.42 0.862 1.12 1.58 0.370 0.475 0.732 0.912 0.593
NorESM2-LM [-] 1.56 1.73 1.56 1.22 1.41 0.168 0.738 1.48 0.577 0.503 0.767 0.971 0.664
UKESM1-0-LL [-] 1.67 1.86 1.56 1.29 1.40 0.304 0.734 1.32 0.554 0.511 0.766 0.955 0.659
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
CanESM5 [-] 0.871 0.963 0.992 0.790 1.40 -0.0292 0.502 0.450 0.790 0.599 0.944 0.754 0.737
E3SMv3 default 0051 [-] 0.884 0.985 0.993 0.467 1.37 -0.00866 0.335 0.315 0.835 0.719 0.978 0.885 0.827
E3SMv3 default 0111 [-] 0.879 0.980 0.993 0.463 1.37 -0.0131 0.337 0.316 0.833 0.719 0.978 0.882 0.826
E3SMv3 default 0161 [-] 0.879 0.980 0.993 0.465 1.37 -0.0137 0.334 0.265 0.834 0.719 0.983 0.885 0.828
E3SMv3 default 0281 [-] 0.882 0.983 0.993 0.466 1.37 -0.0100 0.334 0.279 0.836 0.719 0.981 0.886 0.828
E3SMv3 default 0311 [-] 0.883 0.983 0.993 0.468 1.37 -0.0103 0.332 0.279 0.836 0.721 0.981 0.885 0.829
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 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 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 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 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 lowECS 0051 [-] 0.841 0.937 0.993 0.442 1.37 -0.0559 0.335 0.373 0.836 0.720 0.975 0.913 0.833
E3SMv3 lowECS 0111 [-] 0.830 0.926 0.993 0.435 1.37 -0.0677 0.335 0.337 0.835 0.722 0.977 0.930 0.837
E3SMv3 lowECS 0161 [-] 0.824 0.920 0.993 0.426 1.37 -0.0729 0.336 0.383 0.834 0.720 0.973 0.924 0.834
E3SMv3 lowECS 0281 [-] 0.843 0.941 0.993 0.438 1.37 -0.0527 0.336 0.364 0.835 0.720 0.975 0.907 0.831
E3SMv3 lowECS 0311 [-] 0.834 0.931 0.993 0.431 1.37 -0.0621 0.335 0.354 0.836 0.721 0.976 0.923 0.835
IPSL-CM6A-LR [-] 1.02 1.02 0.993 1.03 1.39 0.0249 0.366 0.365 0.848 0.690 0.961 0.880 0.814
MIROC-ES2L [-] 1.18 1.29 0.992 1.09 1.40 0.294 0.573 0.511 0.690 0.618 0.944 0.516 0.677
NorESM2-LM [-] 0.891 0.804 0.993 0.968 1.39 -0.188 0.463 0.555 0.778 0.652 0.942 0.802 0.765
UKESM1-0-LL [-] 0.983 0.939 0.993 1.02 1.40 -0.0538 0.419 0.335 0.824 0.652 0.961 0.843 0.787
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
CanESM5 [-] 3.06 3.02 3.62 3.71 -0.604 1.41 2.26 0.286 0.168 0.651 0.826 0.419
E3SMv3 default 0051 [-] 3.71 3.72 3.62 3.36 0.0995 0.713 2.53 0.500 0.373 0.598 0.957 0.560
E3SMv3 default 0111 [-] 3.70 3.72 3.62 3.32 0.0955 0.726 2.44 0.489 0.373 0.609 0.944 0.557
E3SMv3 default 0161 [-] 3.69 3.70 3.62 3.23 0.0815 0.734 2.39 0.491 0.367 0.618 0.937 0.556
E3SMv3 default 0281 [-] 3.71 3.72 3.62 3.33 0.0968 0.696 2.30 0.501 0.393 0.640 0.952 0.576
E3SMv3 default 0311 [-] 3.69 3.70 3.62 3.24 0.0818 0.715 2.41 0.500 0.378 0.618 0.939 0.563
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 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 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 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 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 lowECS 0051 [-] 3.33 3.34 3.62 3.06 -0.280 0.772 2.58 0.458 0.347 0.585 0.989 0.545
E3SMv3 lowECS 0111 [-] 3.33 3.34 3.62 3.08 -0.285 0.751 2.54 0.465 0.357 0.588 0.989 0.551
E3SMv3 lowECS 0161 [-] 3.34 3.35 3.62 3.10 -0.270 0.748 2.77 0.463 0.362 0.551 0.983 0.544
E3SMv3 lowECS 0281 [-] 3.33 3.34 3.62 3.07 -0.285 0.754 2.47 0.462 0.355 0.606 0.988 0.553
E3SMv3 lowECS 0311 [-] 3.32 3.33 3.62 3.06 -0.292 0.803 2.77 0.456 0.326 0.547 0.980 0.527
IPSL-CM6A-LR [-] 3.70 3.67 3.62 4.02 0.0537 0.603 1.60 0.577 0.410 0.782 0.983 0.632
MIROC-ES2L [-] 4.54 4.56 3.62 4.14 0.943 1.17 2.67 0.208 0.383 0.575 0.996 0.509
NorESM2-LM [-] 3.35 3.31 3.62 3.98 -0.313 0.659 2.27 0.415 0.402 0.655 0.659 0.507
UKESM1-0-LL [-] 3.81 3.77 3.62 4.26 0.153 0.865 2.81 0.403 0.321 0.533 0.952 0.506
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
CanESM5 [-] 1.60 1.24 1.06 1.96 1.23 0.179 0.661 0.943 0.689 0.521 0.885 0.830 0.689
E3SMv3 default 0051 [-] 1.23 1.24 1.06 1.19 1.50 0.177 0.519 0.643 0.731 0.614 0.950 0.938 0.770
E3SMv3 default 0111 [-] 1.23 1.24 1.06 1.20 1.50 0.176 0.526 0.662 0.730 0.611 0.949 0.937 0.768
E3SMv3 default 0161 [-] 1.23 1.23 1.06 1.20 1.50 0.172 0.520 0.632 0.732 0.613 0.951 0.935 0.769
E3SMv3 default 0281 [-] 1.23 1.24 1.06 1.20 1.50 0.177 0.522 0.647 0.732 0.612 0.950 0.938 0.769
E3SMv3 default 0311 [-] 1.23 1.24 1.06 1.20 1.50 0.176 0.518 0.650 0.732 0.614 0.949 0.935 0.769
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 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 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 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 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 lowECS 0051 [-] 1.19 1.19 1.06 1.17 1.50 0.130 0.513 0.706 0.746 0.613 0.946 0.947 0.773
E3SMv3 lowECS 0111 [-] 1.18 1.18 1.06 1.16 1.50 0.121 0.513 0.690 0.748 0.614 0.947 0.954 0.776
E3SMv3 lowECS 0161 [-] 1.18 1.18 1.06 1.16 1.50 0.119 0.515 0.718 0.746 0.612 0.945 0.952 0.773
E3SMv3 lowECS 0281 [-] 1.19 1.19 1.06 1.16 1.50 0.130 0.510 0.705 0.746 0.614 0.946 0.947 0.773
E3SMv3 lowECS 0311 [-] 1.18 1.18 1.06 1.15 1.50 0.121 0.508 0.705 0.748 0.615 0.946 0.952 0.775
IPSL-CM6A-LR [-] 1.79 1.27 1.06 2.31 1.25 0.213 0.576 0.859 0.724 0.588 0.912 0.887 0.740
MIROC-ES2L [-] 1.98 1.61 1.06 2.35 1.23 0.549 0.846 0.967 0.536 0.517 0.890 0.705 0.633
NorESM2-LM [-] 1.66 1.05 1.06 2.27 1.25 -0.00934 0.580 0.919 0.746 0.563 0.904 0.885 0.732
UKESM1-0-LL [-] 1.74 1.17 1.06 2.32 1.32 0.110 0.553 0.745 0.752 0.567 0.918 0.904 0.741

Temporally integrated period mean

BENCHMARK MEAN
Data not available
Data not available
MODEL MEAN
Data not available
Data not available
BIAS
Data not available
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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]
CanESM5 [-] 0.734 0.566 0.488 0.560 0.524
E3SMv3 default 0051 [-] 0.639 0.634 0.806 0.702 0.754
E3SMv3 default 0111 [-] 0.621 0.630 0.805 0.699 0.752
E3SMv3 default 0161 [-] 0.637 0.625 0.795 0.690 0.742
E3SMv3 default 0281 [-] 0.643 0.630 0.808 0.705 0.757
E3SMv3 default 0311 [-] 0.639 0.635 0.805 0.705 0.755
E3SMv3 highECS 0051 [-] 0.640 0.625 0.802 0.690 0.746
E3SMv3 highECS 0111 [-] 0.628 0.619 0.786 0.679 0.733
E3SMv3 highECS 0161 [-] 0.631 0.630 0.803 0.694 0.748
E3SMv3 highECS 0281 [-] 0.619 0.629 0.797 0.694 0.745
E3SMv3 highECS 0311 [-] 0.637 0.621 0.805 0.690 0.747
E3SMv3 lowECS 0051 [-] 0.685 0.698 0.839 0.761 0.800
E3SMv3 lowECS 0111 [-] 0.690 0.675 0.833 0.770 0.802
E3SMv3 lowECS 0161 [-] 0.685 0.673 0.835 0.769 0.802
E3SMv3 lowECS 0281 [-] 0.666 0.667 0.839 0.774 0.807
E3SMv3 lowECS 0311 [-] 0.663 0.672 0.842 0.771 0.806
IPSL-CM6A-LR [-] 0.716 0.734 0.486 0.622 0.554
MIROC-ES2L [-] 0.700 0.600 0.444 0.452 0.448
NorESM2-LM [-] 0.718 0.695 0.561 0.699 0.630
UKESM1-0-LL [-] 0.684 0.652 0.509 0.650 0.580
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 [-] 0.654 0.533 0.821 0.878 0.850
E3SMv3 default 0051 [-] 0.667 0.695 0.933 0.924 0.929
E3SMv3 default 0111 [-] 0.668 0.717 0.938 0.929 0.934
E3SMv3 default 0161 [-] 0.660 0.687 0.932 0.925 0.929
E3SMv3 default 0281 [-] 0.683 0.721 0.938 0.928 0.933
E3SMv3 default 0311 [-] 0.657 0.712 0.939 0.930 0.934
E3SMv3 highECS 0051 [-] 0.712 0.776 0.948 0.953 0.951
E3SMv3 highECS 0111 [-] 0.703 0.784 0.943 0.958 0.950
E3SMv3 highECS 0161 [-] 0.706 0.770 0.948 0.953 0.950
E3SMv3 highECS 0281 [-] 0.732 0.768 0.948 0.952 0.950
E3SMv3 highECS 0311 [-] 0.691 0.763 0.939 0.953 0.946
E3SMv3 lowECS 0051 [-] 0.714 0.688 0.981 0.915 0.948
E3SMv3 lowECS 0111 [-] 0.696 0.693 0.973 0.918 0.946
E3SMv3 lowECS 0161 [-] 0.705 0.691 0.973 0.922 0.948
E3SMv3 lowECS 0281 [-] 0.693 0.679 0.969 0.917 0.943
E3SMv3 lowECS 0311 [-] 0.686 0.683 0.977 0.916 0.946
IPSL-CM6A-LR [-] 0.686 0.663 0.857 0.831 0.844
MIROC-ES2L [-] 0.589 0.595 0.859 0.834 0.846
NorESM2-LM [-] 0.651 0.708 0.804 0.885 0.845
UKESM1-0-LL [-] 0.690 0.657 0.816 0.840 0.828
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 [-] 0.555 0.667 0.840 0.707 0.774
E3SMv3 default 0051 [-] 0.561 0.725 0.901 0.765 0.833
E3SMv3 default 0111 [-] 0.559 0.725 0.899 0.761 0.830
E3SMv3 default 0161 [-] 0.558 0.724 0.898 0.760 0.829
E3SMv3 default 0281 [-] 0.558 0.725 0.900 0.760 0.830
E3SMv3 default 0311 [-] 0.557 0.723 0.897 0.759 0.828
E3SMv3 highECS 0051 [-] 0.575 0.745 0.904 0.757 0.830
E3SMv3 highECS 0111 [-] 0.573 0.741 0.907 0.762 0.835
E3SMv3 highECS 0161 [-] 0.573 0.741 0.912 0.763 0.837
E3SMv3 highECS 0281 [-] 0.578 0.746 0.907 0.764 0.835
E3SMv3 highECS 0311 [-] 0.578 0.751 0.910 0.762 0.836
E3SMv3 lowECS 0051 [-] 0.569 0.732 0.876 0.772 0.824
E3SMv3 lowECS 0111 [-] 0.569 0.733 0.875 0.773 0.824
E3SMv3 lowECS 0161 [-] 0.570 0.735 0.872 0.777 0.825
E3SMv3 lowECS 0281 [-] 0.569 0.734 0.871 0.776 0.824
E3SMv3 lowECS 0311 [-] 0.570 0.734 0.870 0.776 0.823
IPSL-CM6A-LR [-] 0.586 0.706 0.888 0.705 0.797
MIROC-ES2L [-] 0.599 0.630 0.752 0.586 0.669
NorESM2-LM [-] 0.569 0.674 0.896 0.759 0.827
UKESM1-0-LL [-] 0.570 0.717 0.858 0.772 0.815
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 [-] 0.623 0.653 0.756 0.672 0.714
E3SMv3 default 0051 [-] 0.682 0.693 0.778 0.756 0.767
E3SMv3 default 0111 [-] 0.677 0.692 0.770 0.753 0.762
E3SMv3 default 0161 [-] 0.680 0.679 0.771 0.752 0.761
E3SMv3 default 0281 [-] 0.683 0.701 0.794 0.750 0.772
E3SMv3 default 0311 [-] 0.681 0.706 0.777 0.753 0.765
E3SMv3 highECS 0051 [-] 0.699 0.730 0.811 0.730 0.771
E3SMv3 highECS 0111 [-] 0.683 0.733 0.796 0.735 0.766
E3SMv3 highECS 0161 [-] 0.696 0.717 0.798 0.736 0.767
E3SMv3 highECS 0281 [-] 0.697 0.706 0.806 0.740 0.773
E3SMv3 highECS 0311 [-] 0.705 0.735 0.806 0.740 0.773
E3SMv3 lowECS 0051 [-] 0.679 0.681 0.727 0.753 0.740
E3SMv3 lowECS 0111 [-] 0.667 0.692 0.725 0.756 0.740
E3SMv3 lowECS 0161 [-] 0.686 0.691 0.730 0.759 0.744
E3SMv3 lowECS 0281 [-] 0.680 0.688 0.727 0.758 0.743
E3SMv3 lowECS 0311 [-] 0.682 0.691 0.734 0.757 0.746
IPSL-CM6A-LR [-] 0.644 0.645 0.687 0.588 0.637
MIROC-ES2L [-] 0.612 0.618 0.544 0.564 0.554
NorESM2-LM [-] 0.605 0.592 0.580 0.575 0.577
UKESM1-0-LL [-] 0.618 0.634 0.568 0.564 0.566
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 [-] 0.552 0.591 0.877 0.893 0.885
E3SMv3 default 0051 [-] 0.645 0.512 0.887 0.893 0.890
E3SMv3 default 0111 [-] 0.640 0.528 0.878 0.890 0.884
E3SMv3 default 0161 [-] 0.648 0.516 0.877 0.894 0.885
E3SMv3 default 0281 [-] 0.654 0.522 0.877 0.897 0.887
E3SMv3 default 0311 [-] 0.641 0.515 0.879 0.895 0.887
E3SMv3 highECS 0051 [-] 0.610 0.644 0.884 0.909 0.897
E3SMv3 highECS 0111 [-] 0.651 0.634 0.881 0.910 0.896
E3SMv3 highECS 0161 [-] 0.630 0.640 0.875 0.914 0.894
E3SMv3 highECS 0281 [-] 0.627 0.630 0.880 0.911 0.896
E3SMv3 highECS 0311 [-] 0.624 0.627 0.886 0.912 0.899
E3SMv3 lowECS 0051 [-] 0.566 0.619 0.877 0.930 0.904
E3SMv3 lowECS 0111 [-] 0.561 0.618 0.876 0.933 0.904
E3SMv3 lowECS 0161 [-] 0.558 0.630 0.875 0.933 0.904
E3SMv3 lowECS 0281 [-] 0.568 0.621 0.876 0.931 0.903
E3SMv3 lowECS 0311 [-] 0.571 0.632 0.875 0.926 0.900
IPSL-CM6A-LR [-] 0.652 0.655 0.891 0.868 0.880
MIROC-ES2L [-] 0.717 0.527 0.788 0.715 0.751
NorESM2-LM [-] 0.530 0.454 0.889 0.929 0.909
UKESM1-0-LL [-] 0.645 0.694 0.890 0.927 0.908
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 [-] 0.653 0.632 0.605 0.466 0.535
E3SMv3 default 0051 [-] 0.669 0.748 0.858 0.753 0.806
E3SMv3 default 0111 [-] 0.664 0.748 0.867 0.755 0.811
E3SMv3 default 0161 [-] 0.667 0.750 0.871 0.746 0.808
E3SMv3 default 0281 [-] 0.666 0.748 0.867 0.739 0.803
E3SMv3 default 0311 [-] 0.670 0.749 0.868 0.748 0.808
E3SMv3 highECS 0051 [-] 0.675 0.737 0.859 0.752 0.805
E3SMv3 highECS 0111 [-] 0.670 0.730 0.863 0.754 0.809
E3SMv3 highECS 0161 [-] 0.677 0.741 0.855 0.760 0.807
E3SMv3 highECS 0281 [-] 0.680 0.740 0.862 0.762 0.812
E3SMv3 highECS 0311 [-] 0.684 0.741 0.861 0.758 0.809
E3SMv3 lowECS 0051 [-] 0.680 0.750 0.883 0.745 0.814
E3SMv3 lowECS 0111 [-] 0.677 0.761 0.879 0.751 0.815
E3SMv3 lowECS 0161 [-] 0.687 0.761 0.889 0.782 0.835
E3SMv3 lowECS 0281 [-] 0.682 0.755 0.877 0.748 0.813
E3SMv3 lowECS 0311 [-] 0.692 0.754 0.878 0.753 0.815
IPSL-CM6A-LR [-] 0.652 0.641 0.634 0.378 0.506
MIROC-ES2L [-] 0.604 0.577 0.514 0.388 0.451
NorESM2-LM [-] 0.677 0.636 0.579 0.444 0.511
UKESM1-0-LL [-] 0.663 0.679 0.645 0.366 0.505

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:
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