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 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 0091 [-] 3.09 3.07 2.24 3.63 0.823 1.09 2.51 0.467 0.509 0.576 0.927 0.598
E3SMv3 default 0101 [-] 3.07 3.05 2.24 3.61 0.809 1.07 2.58 0.473 0.512 0.558 0.936 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 0121 [-] 3.06 3.04 2.24 3.62 0.798 1.07 2.42 0.475 0.505 0.594 0.941 0.604
E3SMv3 default 0131 [-] 3.12 3.10 2.24 3.66 0.856 1.11 2.56 0.460 0.509 0.573 0.917 0.594
E3SMv3 default 0141 [-] 3.11 3.09 2.24 3.65 0.844 1.11 2.57 0.467 0.503 0.564 0.917 0.591
E3SMv3 default 0151 [-] 3.07 3.05 2.24 3.61 0.805 1.06 2.47 0.472 0.513 0.583 0.939 0.604
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 0171 [-] 3.07 3.05 2.24 3.63 0.807 1.07 2.55 0.475 0.509 0.568 0.928 0.598
E3SMv3 default 0181 [-] 3.10 3.08 2.24 3.63 0.838 1.10 2.54 0.467 0.505 0.565 0.922 0.593
E3SMv3 default 0191 [-] 3.12 3.10 2.24 3.68 0.854 1.10 2.54 0.454 0.514 0.574 0.924 0.596
E3SMv3 default 0201 [-] 3.11 3.08 2.24 3.67 0.840 1.10 2.57 0.468 0.506 0.564 0.920 0.593
E3SMv3 default 0211 [-] 3.07 3.05 2.24 3.64 0.802 1.06 2.48 0.470 0.517 0.587 0.942 0.606
E3SMv3 default 0221 [-] 3.11 3.08 2.24 3.65 0.841 1.10 2.49 0.467 0.507 0.585 0.912 0.595
E3SMv3 default 0231 [-] 3.09 3.07 2.24 3.63 0.828 1.10 2.56 0.466 0.503 0.567 0.936 0.595
E3SMv3 default 0241 [-] 3.11 3.09 2.24 3.65 0.842 1.11 2.47 0.467 0.499 0.581 0.914 0.592
E3SMv3 default 0251 [-] 3.11 3.09 2.24 3.64 0.845 1.11 2.45 0.460 0.505 0.583 0.921 0.595
E3SMv3 default 0261 [-] 3.09 3.06 2.24 3.67 0.820 1.09 2.53 0.470 0.507 0.567 0.927 0.596
E3SMv3 default 0271 [-] 3.08 3.06 2.24 3.66 0.817 1.08 2.51 0.472 0.506 0.578 0.924 0.597
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 0291 [-] 3.11 3.09 2.24 3.66 0.842 1.10 2.45 0.468 0.505 0.582 0.907 0.593
E3SMv3 default 0301 [-] 3.09 3.07 2.24 3.66 0.824 1.08 2.53 0.470 0.509 0.571 0.925 0.597
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 default 0321 [-] 3.07 3.05 2.24 3.62 0.804 1.07 2.57 0.479 0.512 0.570 0.929 0.600
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 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 0091 [-] 4.09 4.01 3.75 4.27 0.259 0.449 2.70 0.505 0.548 0.550 0.987 0.627
E3SMv3 default 0101 [-] 4.06 3.98 3.75 4.24 0.228 0.439 2.77 0.519 0.529 0.541 0.984 0.620
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 0121 [-] 4.07 3.98 3.75 4.26 0.232 0.434 2.62 0.518 0.549 0.570 0.981 0.634
E3SMv3 default 0131 [-] 4.07 3.99 3.75 4.25 0.237 0.446 2.61 0.507 0.549 0.561 0.976 0.629
E3SMv3 default 0141 [-] 4.05 3.97 3.75 4.23 0.220 0.443 2.56 0.511 0.534 0.586 0.976 0.628
E3SMv3 default 0151 [-] 4.08 3.99 3.75 4.26 0.239 0.441 2.57 0.508 0.551 0.580 0.977 0.633
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 0171 [-] 4.06 3.97 3.75 4.23 0.222 0.430 2.52 0.513 0.556 0.585 0.978 0.638
E3SMv3 default 0181 [-] 4.07 3.99 3.75 4.26 0.238 0.443 2.65 0.511 0.538 0.556 0.977 0.624
E3SMv3 default 0191 [-] 4.04 3.96 3.75 4.21 0.212 0.458 3.08 0.497 0.518 0.483 0.977 0.598
E3SMv3 default 0201 [-] 4.05 3.96 3.75 4.23 0.212 0.439 2.62 0.514 0.546 0.560 0.971 0.627
E3SMv3 default 0211 [-] 4.08 3.99 3.75 4.26 0.240 0.440 2.71 0.513 0.543 0.551 0.981 0.626
E3SMv3 default 0221 [-] 4.03 3.95 3.75 4.21 0.199 0.439 2.61 0.519 0.534 0.562 0.975 0.625
E3SMv3 default 0231 [-] 4.08 3.99 3.75 4.26 0.243 0.444 2.61 0.506 0.553 0.566 0.975 0.631
E3SMv3 default 0241 [-] 4.06 3.98 3.75 4.24 0.233 0.467 2.52 0.495 0.515 0.589 0.967 0.616
E3SMv3 default 0251 [-] 4.07 3.99 3.75 4.25 0.240 0.457 2.75 0.501 0.524 0.545 0.972 0.613
E3SMv3 default 0261 [-] 4.08 3.99 3.75 4.25 0.241 0.448 2.61 0.503 0.547 0.580 0.978 0.631
E3SMv3 default 0271 [-] 4.07 3.98 3.75 4.25 0.232 0.437 2.57 0.515 0.548 0.582 0.979 0.635
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 0291 [-] 4.05 3.96 3.75 4.23 0.212 0.448 2.86 0.520 0.523 0.524 0.976 0.613
E3SMv3 default 0301 [-] 4.05 3.96 3.75 4.22 0.214 0.454 2.58 0.515 0.514 0.565 0.976 0.617
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 default 0321 [-] 4.05 3.96 3.75 4.22 0.214 0.430 2.57 0.514 0.549 0.580 0.976 0.633
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 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 0091 [-] 1.59 1.95 1.56 0.648 1.37 0.395 0.768 1.34 0.567 0.514 0.767 0.971 0.667
E3SMv3 default 0101 [-] 1.59 1.95 1.56 0.650 1.37 0.396 0.764 1.32 0.570 0.514 0.770 0.972 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 0121 [-] 1.58 1.95 1.56 0.649 1.37 0.386 0.752 1.30 0.574 0.515 0.772 0.973 0.670
E3SMv3 default 0131 [-] 1.58 1.95 1.56 0.644 1.37 0.393 0.765 1.35 0.568 0.516 0.762 0.971 0.667
E3SMv3 default 0141 [-] 1.59 1.95 1.56 0.649 1.37 0.394 0.770 1.35 0.569 0.511 0.761 0.971 0.665
E3SMv3 default 0151 [-] 1.58 1.94 1.56 0.640 1.37 0.384 0.755 1.32 0.572 0.516 0.766 0.972 0.669
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 0171 [-] 1.58 1.95 1.56 0.642 1.37 0.387 0.755 1.31 0.574 0.521 0.770 0.972 0.672
E3SMv3 default 0181 [-] 1.58 1.95 1.56 0.649 1.37 0.393 0.761 1.29 0.569 0.514 0.770 0.972 0.668
E3SMv3 default 0191 [-] 1.60 1.97 1.56 0.660 1.37 0.408 0.767 1.34 0.570 0.520 0.764 0.971 0.669
E3SMv3 default 0201 [-] 1.58 1.94 1.56 0.654 1.37 0.383 0.753 1.33 0.574 0.514 0.764 0.973 0.668
E3SMv3 default 0211 [-] 1.58 1.95 1.56 0.644 1.37 0.392 0.768 1.33 0.568 0.514 0.761 0.972 0.666
E3SMv3 default 0221 [-] 1.58 1.95 1.56 0.647 1.37 0.387 0.762 1.32 0.571 0.513 0.768 0.972 0.667
E3SMv3 default 0231 [-] 1.58 1.95 1.56 0.644 1.37 0.391 0.765 1.35 0.570 0.512 0.762 0.971 0.665
E3SMv3 default 0241 [-] 1.58 1.95 1.56 0.648 1.37 0.392 0.765 1.35 0.565 0.510 0.763 0.972 0.664
E3SMv3 default 0251 [-] 1.58 1.94 1.56 0.645 1.37 0.386 0.766 1.33 0.567 0.510 0.762 0.971 0.664
E3SMv3 default 0261 [-] 1.58 1.95 1.56 0.648 1.37 0.391 0.766 1.31 0.570 0.514 0.771 0.971 0.668
E3SMv3 default 0271 [-] 1.58 1.95 1.56 0.647 1.37 0.390 0.756 1.31 0.571 0.515 0.767 0.972 0.668
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 0291 [-] 1.59 1.96 1.56 0.650 1.37 0.397 0.764 1.34 0.568 0.511 0.760 0.972 0.665
E3SMv3 default 0301 [-] 1.58 1.95 1.56 0.645 1.37 0.386 0.762 1.32 0.570 0.515 0.766 0.971 0.667
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 default 0321 [-] 1.59 1.96 1.56 0.652 1.37 0.399 0.766 1.35 0.572 0.516 0.766 0.972 0.668
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 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 0091 [-] 0.882 0.983 0.993 0.464 1.37 -0.0102 0.336 0.302 0.832 0.720 0.979 0.872 0.825
E3SMv3 default 0101 [-] 0.887 0.990 0.993 0.465 1.37 -0.00338 0.335 0.265 0.832 0.720 0.982 0.877 0.826
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 0121 [-] 0.879 0.980 0.993 0.463 1.37 -0.0135 0.329 0.260 0.838 0.723 0.982 0.888 0.831
E3SMv3 default 0131 [-] 0.880 0.980 0.993 0.467 1.37 -0.0133 0.332 0.314 0.835 0.721 0.979 0.885 0.828
E3SMv3 default 0141 [-] 0.884 0.985 0.993 0.465 1.37 -0.00792 0.336 0.300 0.836 0.718 0.980 0.883 0.827
E3SMv3 default 0151 [-] 0.882 0.983 0.993 0.464 1.37 -0.0103 0.332 0.292 0.835 0.721 0.980 0.882 0.828
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 0171 [-] 0.874 0.974 0.993 0.463 1.37 -0.0195 0.336 0.265 0.833 0.719 0.982 0.887 0.828
E3SMv3 default 0181 [-] 0.886 0.987 0.993 0.470 1.37 -0.00642 0.329 0.265 0.837 0.723 0.982 0.890 0.831
E3SMv3 default 0191 [-] 0.892 0.994 0.993 0.471 1.37 0.000728 0.335 0.262 0.834 0.720 0.982 0.880 0.827
E3SMv3 default 0201 [-] 0.878 0.979 0.993 0.465 1.37 -0.0146 0.334 0.285 0.834 0.720 0.981 0.883 0.827
E3SMv3 default 0211 [-] 0.886 0.988 0.993 0.464 1.37 -0.00524 0.336 0.291 0.832 0.720 0.980 0.873 0.825
E3SMv3 default 0221 [-] 0.875 0.977 0.993 0.456 1.37 -0.0163 0.333 0.281 0.839 0.718 0.981 0.895 0.830
E3SMv3 default 0231 [-] 0.883 0.984 0.993 0.465 1.37 -0.00960 0.332 0.262 0.834 0.722 0.982 0.880 0.828
E3SMv3 default 0241 [-] 0.880 0.981 0.993 0.464 1.37 -0.0118 0.333 0.257 0.836 0.721 0.983 0.887 0.829
E3SMv3 default 0251 [-] 0.874 0.973 0.993 0.462 1.37 -0.0199 0.333 0.307 0.836 0.720 0.979 0.890 0.829
E3SMv3 default 0261 [-] 0.882 0.983 0.993 0.466 1.37 -0.0104 0.334 0.301 0.835 0.719 0.979 0.882 0.827
E3SMv3 default 0271 [-] 0.882 0.983 0.993 0.465 1.37 -0.0108 0.334 0.243 0.831 0.722 0.984 0.866 0.825
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 0291 [-] 0.887 0.989 0.993 0.468 1.37 -0.00467 0.339 0.283 0.831 0.717 0.981 0.873 0.824
E3SMv3 default 0301 [-] 0.879 0.979 0.993 0.463 1.37 -0.0138 0.335 0.272 0.831 0.721 0.981 0.875 0.826
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 default 0321 [-] 0.889 0.992 0.993 0.467 1.37 -0.00161 0.342 0.317 0.831 0.714 0.979 0.872 0.822
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 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 0091 [-] 3.68 3.70 3.62 3.23 0.0744 0.719 2.26 0.488 0.377 0.639 0.932 0.563
E3SMv3 default 0101 [-] 3.68 3.70 3.62 3.27 0.0742 0.720 2.21 0.494 0.374 0.655 0.935 0.566
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 0121 [-] 3.71 3.72 3.62 3.30 0.0991 0.719 2.32 0.494 0.376 0.632 0.948 0.565
E3SMv3 default 0131 [-] 3.71 3.72 3.62 3.25 0.101 0.713 2.57 0.493 0.382 0.589 0.934 0.556
E3SMv3 default 0141 [-] 3.70 3.71 3.62 3.23 0.0904 0.724 2.53 0.490 0.375 0.595 0.932 0.553
E3SMv3 default 0151 [-] 3.69 3.71 3.62 3.28 0.0846 0.710 2.51 0.496 0.380 0.599 0.943 0.560
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 0171 [-] 3.70 3.71 3.62 3.33 0.0915 0.683 2.27 0.510 0.399 0.648 0.959 0.583
E3SMv3 default 0181 [-] 3.69 3.71 3.62 3.25 0.0859 0.718 2.34 0.489 0.380 0.626 0.934 0.562
E3SMv3 default 0191 [-] 3.72 3.73 3.62 3.34 0.107 0.671 2.25 0.513 0.404 0.647 0.965 0.587
E3SMv3 default 0201 [-] 3.71 3.72 3.62 3.34 0.0978 0.716 2.53 0.502 0.371 0.601 0.954 0.560
E3SMv3 default 0211 [-] 3.68 3.70 3.62 3.20 0.0744 0.731 2.51 0.497 0.371 0.600 0.929 0.553
E3SMv3 default 0221 [-] 3.69 3.70 3.62 3.27 0.0787 0.721 2.40 0.494 0.375 0.617 0.939 0.560
E3SMv3 default 0231 [-] 3.69 3.70 3.62 3.25 0.0800 0.729 2.44 0.494 0.370 0.613 0.936 0.557
E3SMv3 default 0241 [-] 3.71 3.72 3.62 3.29 0.0985 0.756 2.50 0.469 0.364 0.600 0.924 0.544
E3SMv3 default 0251 [-] 3.70 3.71 3.62 3.24 0.0903 0.737 2.48 0.482 0.367 0.600 0.927 0.549
E3SMv3 default 0261 [-] 3.68 3.70 3.62 3.24 0.0772 0.725 2.30 0.493 0.372 0.635 0.931 0.561
E3SMv3 default 0271 [-] 3.71 3.72 3.62 3.29 0.103 0.716 2.39 0.492 0.380 0.623 0.956 0.566
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 0291 [-] 3.72 3.73 3.62 3.31 0.110 0.726 2.46 0.486 0.372 0.607 0.945 0.556
E3SMv3 default 0301 [-] 3.68 3.70 3.62 3.21 0.0780 0.723 2.43 0.485 0.380 0.618 0.927 0.558
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 default 0321 [-] 3.67 3.69 3.62 3.30 0.0646 0.705 2.34 0.508 0.381 0.634 0.959 0.573
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 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 0091 [-] 1.23 1.24 1.06 1.19 1.50 0.176 0.523 0.662 0.730 0.612 0.949 0.936 0.768
E3SMv3 default 0101 [-] 1.24 1.25 1.06 1.20 1.50 0.184 0.522 0.626 0.729 0.614 0.952 0.937 0.769
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 0121 [-] 1.22 1.23 1.06 1.19 1.50 0.168 0.510 0.609 0.735 0.616 0.953 0.937 0.771
E3SMv3 default 0131 [-] 1.23 1.24 1.06 1.20 1.50 0.174 0.519 0.661 0.732 0.614 0.949 0.933 0.768
E3SMv3 default 0141 [-] 1.23 1.24 1.06 1.19 1.50 0.176 0.521 0.646 0.734 0.612 0.950 0.940 0.770
E3SMv3 default 0151 [-] 1.23 1.24 1.06 1.19 1.50 0.174 0.519 0.647 0.731 0.612 0.950 0.935 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 0171 [-] 1.22 1.23 1.06 1.19 1.50 0.166 0.518 0.627 0.733 0.614 0.951 0.940 0.771
E3SMv3 default 0181 [-] 1.23 1.24 1.06 1.19 1.50 0.176 0.514 0.622 0.733 0.616 0.952 0.932 0.770
E3SMv3 default 0191 [-] 1.25 1.25 1.06 1.21 1.50 0.190 0.525 0.642 0.727 0.613 0.950 0.934 0.767
E3SMv3 default 0201 [-] 1.23 1.23 1.06 1.20 1.50 0.173 0.520 0.629 0.730 0.611 0.952 0.937 0.768
E3SMv3 default 0211 [-] 1.24 1.24 1.06 1.21 1.50 0.183 0.525 0.636 0.727 0.614 0.951 0.935 0.768
E3SMv3 default 0221 [-] 1.23 1.23 1.06 1.19 1.50 0.172 0.518 0.637 0.733 0.613 0.951 0.932 0.768
E3SMv3 default 0231 [-] 1.23 1.24 1.06 1.20 1.50 0.176 0.517 0.643 0.731 0.615 0.950 0.934 0.769
E3SMv3 default 0241 [-] 1.23 1.24 1.06 1.19 1.50 0.177 0.520 0.618 0.733 0.614 0.953 0.942 0.771
E3SMv3 default 0251 [-] 1.22 1.23 1.06 1.19 1.50 0.166 0.515 0.640 0.736 0.614 0.951 0.938 0.771
E3SMv3 default 0261 [-] 1.23 1.24 1.06 1.20 1.50 0.174 0.521 0.660 0.734 0.613 0.949 0.935 0.769
E3SMv3 default 0271 [-] 1.23 1.24 1.06 1.20 1.50 0.178 0.521 0.607 0.730 0.615 0.953 0.938 0.770
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 0291 [-] 1.24 1.25 1.06 1.20 1.50 0.189 0.531 0.635 0.723 0.611 0.951 0.935 0.766
E3SMv3 default 0301 [-] 1.22 1.23 1.06 1.18 1.50 0.168 0.514 0.644 0.733 0.616 0.950 0.938 0.771
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 default 0321 [-] 1.23 1.24 1.06 1.19 1.50 0.180 0.522 0.677 0.728 0.610 0.948 0.937 0.767

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 default 0051 [-] 0.639 0.632 0.807 0.700 0.753
E3SMv3 default 0091 [-] 0.645 0.622 0.802 0.690 0.746
E3SMv3 default 0101 [-] 0.636 0.630 0.809 0.701 0.755
E3SMv3 default 0111 [-] 0.622 0.630 0.808 0.698 0.753
E3SMv3 default 0121 [-] 0.639 0.611 0.812 0.708 0.760
E3SMv3 default 0131 [-] 0.635 0.618 0.817 0.684 0.751
E3SMv3 default 0141 [-] 0.644 0.616 0.806 0.685 0.745
E3SMv3 default 0151 [-] 0.646 0.632 0.813 0.698 0.756
E3SMv3 default 0161 [-] 0.639 0.623 0.797 0.686 0.742
E3SMv3 default 0171 [-] 0.626 0.629 0.809 0.697 0.753
E3SMv3 default 0181 [-] 0.643 0.620 0.800 0.687 0.743
E3SMv3 default 0191 [-] 0.638 0.614 0.802 0.687 0.744
E3SMv3 default 0201 [-] 0.628 0.627 0.802 0.694 0.748
E3SMv3 default 0211 [-] 0.637 0.633 0.810 0.703 0.756
E3SMv3 default 0221 [-] 0.635 0.631 0.803 0.692 0.747
E3SMv3 default 0231 [-] 0.632 0.618 0.806 0.690 0.748
E3SMv3 default 0241 [-] 0.637 0.616 0.799 0.680 0.739
E3SMv3 default 0251 [-] 0.624 0.613 0.802 0.686 0.744
E3SMv3 default 0261 [-] 0.640 0.641 0.810 0.694 0.752
E3SMv3 default 0271 [-] 0.626 0.627 0.804 0.692 0.748
E3SMv3 default 0281 [-] 0.641 0.625 0.807 0.702 0.754
E3SMv3 default 0291 [-] 0.631 0.627 0.800 0.691 0.745
E3SMv3 default 0301 [-] 0.635 0.629 0.805 0.691 0.748
E3SMv3 default 0311 [-] 0.646 0.629 0.809 0.701 0.755
E3SMv3 default 0321 [-] 0.636 0.633 0.807 0.701 0.754
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 default 0051 [-] 0.692 0.714 0.928 0.924 0.926
E3SMv3 default 0091 [-] 0.672 0.707 0.922 0.920 0.921
E3SMv3 default 0101 [-] 0.681 0.732 0.943 0.927 0.935
E3SMv3 default 0111 [-] 0.689 0.736 0.938 0.929 0.934
E3SMv3 default 0121 [-] 0.679 0.721 0.930 0.928 0.929
E3SMv3 default 0131 [-] 0.689 0.722 0.932 0.928 0.930
E3SMv3 default 0141 [-] 0.675 0.740 0.938 0.928 0.933
E3SMv3 default 0151 [-] 0.684 0.722 0.926 0.927 0.926
E3SMv3 default 0161 [-] 0.672 0.714 0.929 0.926 0.927
E3SMv3 default 0171 [-] 0.657 0.743 0.933 0.930 0.932
E3SMv3 default 0181 [-] 0.672 0.719 0.929 0.928 0.928
E3SMv3 default 0191 [-] 0.656 0.743 0.941 0.933 0.937
E3SMv3 default 0201 [-] 0.700 0.748 0.928 0.931 0.930
E3SMv3 default 0211 [-] 0.697 0.720 0.936 0.924 0.930
E3SMv3 default 0221 [-] 0.692 0.745 0.941 0.934 0.938
E3SMv3 default 0231 [-] 0.696 0.720 0.933 0.926 0.930
E3SMv3 default 0241 [-] 0.678 0.730 0.934 0.930 0.932
E3SMv3 default 0251 [-] 0.666 0.724 0.926 0.927 0.927
E3SMv3 default 0261 [-] 0.666 0.730 0.932 0.926 0.929
E3SMv3 default 0271 [-] 0.671 0.726 0.928 0.927 0.928
E3SMv3 default 0281 [-] 0.695 0.746 0.927 0.927 0.927
E3SMv3 default 0291 [-] 0.692 0.748 0.937 0.931 0.934
E3SMv3 default 0301 [-] 0.694 0.748 0.936 0.930 0.933
E3SMv3 default 0311 [-] 0.668 0.735 0.938 0.931 0.934
E3SMv3 default 0321 [-] 0.665 0.734 0.936 0.930 0.933
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 default 0051 [-] 0.548 0.721 0.899 0.765 0.832
E3SMv3 default 0091 [-] 0.546 0.718 0.898 0.760 0.829
E3SMv3 default 0101 [-] 0.545 0.719 0.899 0.762 0.830
E3SMv3 default 0111 [-] 0.547 0.721 0.896 0.761 0.828
E3SMv3 default 0121 [-] 0.548 0.723 0.899 0.764 0.831
E3SMv3 default 0131 [-] 0.544 0.715 0.902 0.763 0.833
E3SMv3 default 0141 [-] 0.548 0.720 0.901 0.761 0.831
E3SMv3 default 0151 [-] 0.547 0.721 0.900 0.763 0.832
E3SMv3 default 0161 [-] 0.545 0.723 0.900 0.760 0.830
E3SMv3 default 0171 [-] 0.548 0.719 0.897 0.762 0.830
E3SMv3 default 0181 [-] 0.547 0.721 0.900 0.762 0.831
E3SMv3 default 0191 [-] 0.546 0.723 0.899 0.757 0.828
E3SMv3 default 0201 [-] 0.551 0.720 0.899 0.764 0.831
E3SMv3 default 0211 [-] 0.544 0.716 0.900 0.759 0.829
E3SMv3 default 0221 [-] 0.546 0.727 0.899 0.764 0.832
E3SMv3 default 0231 [-] 0.543 0.720 0.900 0.763 0.831
E3SMv3 default 0241 [-] 0.551 0.717 0.900 0.761 0.831
E3SMv3 default 0251 [-] 0.548 0.722 0.898 0.763 0.830
E3SMv3 default 0261 [-] 0.545 0.718 0.898 0.764 0.831
E3SMv3 default 0271 [-] 0.549 0.715 0.900 0.761 0.831
E3SMv3 default 0281 [-] 0.548 0.720 0.900 0.760 0.830
E3SMv3 default 0291 [-] 0.547 0.716 0.898 0.759 0.829
E3SMv3 default 0301 [-] 0.546 0.720 0.899 0.761 0.830
E3SMv3 default 0311 [-] 0.546 0.720 0.899 0.759 0.829
E3SMv3 default 0321 [-] 0.546 0.720 0.900 0.759 0.829
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 default 0051 [-] 0.674 0.693 0.793 0.755 0.774
E3SMv3 default 0091 [-] 0.674 0.700 0.795 0.754 0.775
E3SMv3 default 0101 [-] 0.674 0.704 0.791 0.750 0.771
E3SMv3 default 0111 [-] 0.671 0.705 0.789 0.752 0.771
E3SMv3 default 0121 [-] 0.674 0.706 0.788 0.755 0.772
E3SMv3 default 0131 [-] 0.669 0.701 0.789 0.751 0.770
E3SMv3 default 0141 [-] 0.671 0.699 0.787 0.754 0.770
E3SMv3 default 0151 [-] 0.666 0.693 0.785 0.749 0.767
E3SMv3 default 0161 [-] 0.671 0.693 0.793 0.751 0.772
E3SMv3 default 0171 [-] 0.670 0.699 0.780 0.752 0.766
E3SMv3 default 0181 [-] 0.675 0.696 0.794 0.750 0.772
E3SMv3 default 0191 [-] 0.665 0.696 0.790 0.752 0.771
E3SMv3 default 0201 [-] 0.674 0.691 0.794 0.752 0.773
E3SMv3 default 0211 [-] 0.666 0.695 0.785 0.748 0.767
E3SMv3 default 0221 [-] 0.675 0.719 0.792 0.760 0.776
E3SMv3 default 0231 [-] 0.680 0.701 0.792 0.754 0.773
E3SMv3 default 0241 [-] 0.676 0.697 0.789 0.750 0.769
E3SMv3 default 0251 [-] 0.673 0.698 0.786 0.755 0.771
E3SMv3 default 0261 [-] 0.676 0.701 0.787 0.752 0.770
E3SMv3 default 0271 [-] 0.665 0.703 0.790 0.750 0.770
E3SMv3 default 0281 [-] 0.678 0.714 0.794 0.749 0.771
E3SMv3 default 0291 [-] 0.670 0.687 0.791 0.750 0.770
E3SMv3 default 0301 [-] 0.668 0.696 0.788 0.752 0.770
E3SMv3 default 0311 [-] 0.675 0.704 0.790 0.752 0.771
E3SMv3 default 0321 [-] 0.670 0.693 0.786 0.748 0.767
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 default 0051 [-] 0.660 0.519 0.896 0.893 0.894
E3SMv3 default 0091 [-] 0.647 0.522 0.892 0.896 0.894
E3SMv3 default 0101 [-] 0.670 0.526 0.885 0.898 0.892
E3SMv3 default 0111 [-] 0.644 0.533 0.887 0.892 0.889
E3SMv3 default 0121 [-] 0.656 0.515 0.890 0.894 0.892
E3SMv3 default 0131 [-] 0.652 0.531 0.887 0.895 0.891
E3SMv3 default 0141 [-] 0.653 0.520 0.889 0.895 0.892
E3SMv3 default 0151 [-] 0.662 0.526 0.891 0.897 0.894
E3SMv3 default 0161 [-] 0.666 0.525 0.887 0.895 0.891
E3SMv3 default 0171 [-] 0.663 0.520 0.896 0.894 0.895
E3SMv3 default 0181 [-] 0.651 0.517 0.888 0.892 0.890
E3SMv3 default 0191 [-] 0.673 0.531 0.896 0.898 0.897
E3SMv3 default 0201 [-] 0.652 0.516 0.897 0.895 0.896
E3SMv3 default 0211 [-] 0.669 0.519 0.890 0.898 0.894
E3SMv3 default 0221 [-] 0.665 0.502 0.889 0.895 0.892
E3SMv3 default 0231 [-] 0.653 0.530 0.890 0.893 0.892
E3SMv3 default 0241 [-] 0.647 0.528 0.887 0.889 0.888
E3SMv3 default 0251 [-] 0.670 0.516 0.887 0.894 0.891
E3SMv3 default 0261 [-] 0.662 0.514 0.890 0.897 0.893
E3SMv3 default 0271 [-] 0.662 0.513 0.888 0.892 0.890
E3SMv3 default 0281 [-] 0.664 0.527 0.888 0.898 0.893
E3SMv3 default 0291 [-] 0.641 0.520 0.890 0.893 0.892
E3SMv3 default 0301 [-] 0.663 0.504 0.885 0.891 0.888
E3SMv3 default 0311 [-] 0.660 0.520 0.889 0.896 0.892
E3SMv3 default 0321 [-] 0.663 0.516 0.895 0.898 0.896
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 default 0051 [-] 0.661 0.731 0.873 0.752 0.812
E3SMv3 default 0091 [-] 0.676 0.726 0.865 0.754 0.809
E3SMv3 default 0101 [-] 0.659 0.721 0.875 0.742 0.808
E3SMv3 default 0111 [-] 0.662 0.729 0.868 0.755 0.812
E3SMv3 default 0121 [-] 0.665 0.735 0.879 0.749 0.814
E3SMv3 default 0131 [-] 0.654 0.724 0.864 0.771 0.818
E3SMv3 default 0141 [-] 0.661 0.730 0.870 0.745 0.807
E3SMv3 default 0151 [-] 0.655 0.729 0.878 0.745 0.812
E3SMv3 default 0161 [-] 0.661 0.733 0.861 0.746 0.803
E3SMv3 default 0171 [-] 0.670 0.730 0.876 0.755 0.815
E3SMv3 default 0181 [-] 0.665 0.732 0.873 0.742 0.807
E3SMv3 default 0191 [-] 0.658 0.731 0.857 0.737 0.797
E3SMv3 default 0201 [-] 0.664 0.727 0.879 0.736 0.808
E3SMv3 default 0211 [-] 0.655 0.724 0.865 0.742 0.804
E3SMv3 default 0221 [-] 0.662 0.741 0.872 0.753 0.813
E3SMv3 default 0231 [-] 0.666 0.731 0.878 0.744 0.811
E3SMv3 default 0241 [-] 0.666 0.729 0.863 0.772 0.817
E3SMv3 default 0251 [-] 0.661 0.734 0.874 0.753 0.814
E3SMv3 default 0261 [-] 0.665 0.732 0.861 0.754 0.808
E3SMv3 default 0271 [-] 0.658 0.720 0.873 0.745 0.809
E3SMv3 default 0281 [-] 0.666 0.730 0.854 0.738 0.796
E3SMv3 default 0291 [-] 0.654 0.721 0.870 0.735 0.802
E3SMv3 default 0301 [-] 0.661 0.726 0.875 0.748 0.811
E3SMv3 default 0311 [-] 0.665 0.733 0.882 0.747 0.815
E3SMv3 default 0321 [-] 0.675 0.728 0.860 0.748 0.804

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