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 [-] 2.61
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 0091 [-] 3.11 3.08 2.60 3.87 4.87 0.478 0.800 2.10 0.565 0.518 0.661 0.854 0.623
E3SMv3 highECS 0101 [-] 3.13 3.10 2.60 3.89 4.87 0.498 0.811 2.09 0.563 0.520 0.670 0.834 0.621
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 0121 [-] 3.12 3.10 2.60 3.89 4.87 0.497 0.813 2.23 0.559 0.515 0.626 0.843 0.612
E3SMv3 highECS 0131 [-] 3.11 3.08 2.60 3.88 4.87 0.480 0.801 2.30 0.562 0.520 0.620 0.850 0.614
E3SMv3 highECS 0141 [-] 3.13 3.11 2.60 3.88 4.87 0.506 0.825 2.25 0.557 0.512 0.641 0.831 0.611
E3SMv3 highECS 0151 [-] 3.12 3.10 2.60 3.88 4.87 0.496 0.813 2.30 0.559 0.518 0.632 0.845 0.614
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 0171 [-] 3.12 3.09 2.60 3.89 4.87 0.489 0.810 2.17 0.565 0.517 0.649 0.845 0.619
E3SMv3 highECS 0181 [-] 3.11 3.09 2.60 3.88 4.87 0.483 0.807 2.17 0.567 0.515 0.657 0.844 0.620
E3SMv3 highECS 0191 [-] 3.13 3.10 2.60 3.88 4.87 0.499 0.816 2.20 0.560 0.521 0.644 0.834 0.616
E3SMv3 highECS 0201 [-] 3.13 3.11 2.60 3.88 4.87 0.503 0.819 2.19 0.562 0.521 0.660 0.836 0.620
E3SMv3 highECS 0211 [-] 3.12 3.09 2.60 3.88 4.87 0.491 0.797 2.23 0.566 0.527 0.626 0.841 0.617
E3SMv3 highECS 0221 [-] 3.14 3.12 2.60 3.87 4.87 0.512 0.830 2.26 0.558 0.513 0.645 0.822 0.610
E3SMv3 highECS 0231 [-] 3.12 3.10 2.60 3.89 4.87 0.493 0.807 2.30 0.561 0.520 0.635 0.850 0.617
E3SMv3 highECS 0241 [-] 3.11 3.09 2.60 3.87 4.87 0.486 0.803 2.21 0.566 0.519 0.648 0.848 0.620
E3SMv3 highECS 0251 [-] 3.11 3.08 2.60 3.87 4.87 0.480 0.800 2.22 0.567 0.522 0.645 0.837 0.619
E3SMv3 highECS 0261 [-] 3.12 3.09 2.60 3.88 4.87 0.490 0.809 2.19 0.560 0.520 0.656 0.853 0.622
E3SMv3 highECS 0271 [-] 3.11 3.08 2.60 3.86 4.87 0.478 0.801 2.21 0.563 0.523 0.644 0.843 0.619
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 0291 [-] 3.14 3.11 2.60 3.89 4.87 0.509 0.826 2.21 0.557 0.514 0.644 0.834 0.613
E3SMv3 highECS 0301 [-] 3.13 3.10 2.60 3.88 4.87 0.500 0.818 2.31 0.559 0.515 0.619 0.837 0.609
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 highECS 0321 [-] 3.11 3.09 2.60 3.88 4.87 0.482 0.803 2.25 0.566 0.518 0.642 0.850 0.619
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
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 0091 [-] 3.93 3.85 4.11 4.19 4.82 -0.252 0.607 2.47 0.432 0.541 0.594 0.900 0.602
E3SMv3 highECS 0101 [-] 3.92 3.85 4.11 4.18 4.82 -0.257 0.607 2.59 0.433 0.546 0.563 0.899 0.597
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 0121 [-] 3.92 3.85 4.11 4.18 4.82 -0.254 0.607 2.48 0.431 0.544 0.580 0.894 0.598
E3SMv3 highECS 0131 [-] 3.91 3.84 4.11 4.17 4.82 -0.270 0.610 2.52 0.431 0.536 0.575 0.897 0.595
E3SMv3 highECS 0141 [-] 3.93 3.85 4.11 4.18 4.82 -0.252 0.609 2.46 0.432 0.537 0.582 0.891 0.596
E3SMv3 highECS 0151 [-] 3.91 3.84 4.11 4.17 4.82 -0.267 0.611 2.56 0.429 0.538 0.568 0.896 0.594
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 0171 [-] 3.92 3.85 4.11 4.18 4.82 -0.259 0.612 2.46 0.428 0.544 0.592 0.897 0.601
E3SMv3 highECS 0181 [-] 3.92 3.84 4.11 4.18 4.82 -0.263 0.608 2.46 0.432 0.543 0.594 0.902 0.603
E3SMv3 highECS 0191 [-] 3.92 3.84 4.11 4.18 4.82 -0.263 0.613 2.39 0.431 0.533 0.603 0.902 0.601
E3SMv3 highECS 0201 [-] 3.93 3.85 4.11 4.18 4.82 -0.253 0.614 2.45 0.431 0.535 0.590 0.907 0.600
E3SMv3 highECS 0211 [-] 3.94 3.86 4.11 4.19 4.82 -0.243 0.596 2.43 0.441 0.540 0.597 0.893 0.602
E3SMv3 highECS 0221 [-] 3.93 3.85 4.11 4.19 4.82 -0.251 0.608 2.46 0.433 0.536 0.588 0.897 0.598
E3SMv3 highECS 0231 [-] 3.93 3.85 4.11 4.18 4.82 -0.253 0.603 2.46 0.435 0.543 0.590 0.895 0.601
E3SMv3 highECS 0241 [-] 3.93 3.85 4.11 4.18 4.82 -0.254 0.606 2.62 0.434 0.541 0.561 0.897 0.595
E3SMv3 highECS 0251 [-] 3.93 3.85 4.11 4.19 4.82 -0.251 0.599 2.23 0.431 0.556 0.628 0.890 0.612
E3SMv3 highECS 0261 [-] 3.93 3.86 4.11 4.19 4.82 -0.248 0.598 2.28 0.433 0.552 0.626 0.891 0.611
E3SMv3 highECS 0271 [-] 3.92 3.84 4.11 4.18 4.82 -0.265 0.602 2.43 0.431 0.549 0.587 0.893 0.602
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 0291 [-] 3.93 3.86 4.11 4.19 4.82 -0.247 0.606 2.54 0.436 0.537 0.571 0.895 0.595
E3SMv3 highECS 0301 [-] 3.93 3.86 4.11 4.19 4.82 -0.247 0.603 2.52 0.435 0.546 0.578 0.901 0.601
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 highECS 0321 [-] 3.92 3.84 4.11 4.17 4.82 -0.262 0.608 2.39 0.430 0.542 0.604 0.893 0.602
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
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 0091 [-] 1.59 1.57 1.35 2.19 2.43 0.220 0.546 1.08 0.625 0.592 0.787 0.975 0.714
E3SMv3 highECS 0101 [-] 1.59 1.56 1.35 2.18 2.43 0.218 0.546 1.12 0.625 0.590 0.787 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 0121 [-] 1.60 1.57 1.35 2.19 2.43 0.226 0.548 1.10 0.623 0.592 0.781 0.974 0.713
E3SMv3 highECS 0131 [-] 1.61 1.58 1.35 2.19 2.43 0.230 0.553 1.09 0.621 0.590 0.780 0.975 0.711
E3SMv3 highECS 0141 [-] 1.60 1.57 1.35 2.19 2.43 0.228 0.553 1.10 0.623 0.590 0.784 0.974 0.712
E3SMv3 highECS 0151 [-] 1.60 1.57 1.35 2.19 2.43 0.225 0.551 1.15 0.623 0.590 0.777 0.975 0.711
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 0171 [-] 1.59 1.57 1.35 2.18 2.43 0.219 0.551 1.14 0.624 0.587 0.784 0.975 0.711
E3SMv3 highECS 0181 [-] 1.59 1.57 1.35 2.19 2.43 0.219 0.546 1.10 0.626 0.591 0.788 0.975 0.714
E3SMv3 highECS 0191 [-] 1.60 1.57 1.35 2.19 2.43 0.222 0.549 1.12 0.624 0.590 0.783 0.975 0.712
E3SMv3 highECS 0201 [-] 1.60 1.57 1.35 2.18 2.43 0.224 0.551 1.13 0.624 0.588 0.785 0.975 0.712
E3SMv3 highECS 0211 [-] 1.61 1.58 1.35 2.20 2.43 0.233 0.550 1.11 0.624 0.594 0.781 0.975 0.714
E3SMv3 highECS 0221 [-] 1.60 1.57 1.35 2.19 2.43 0.223 0.549 1.14 0.625 0.591 0.780 0.975 0.712
E3SMv3 highECS 0231 [-] 1.60 1.57 1.35 2.19 2.43 0.226 0.547 1.10 0.624 0.592 0.783 0.975 0.713
E3SMv3 highECS 0241 [-] 1.60 1.57 1.35 2.19 2.43 0.224 0.544 1.12 0.626 0.592 0.781 0.975 0.713
E3SMv3 highECS 0251 [-] 1.60 1.57 1.35 2.19 2.43 0.226 0.548 1.11 0.623 0.594 0.782 0.975 0.713
E3SMv3 highECS 0261 [-] 1.60 1.57 1.35 2.19 2.43 0.225 0.551 1.11 0.622 0.591 0.785 0.974 0.713
E3SMv3 highECS 0271 [-] 1.60 1.57 1.35 2.19 2.43 0.224 0.550 1.09 0.623 0.591 0.783 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 0291 [-] 1.60 1.57 1.35 2.19 2.43 0.223 0.547 1.13 0.625 0.591 0.779 0.975 0.712
E3SMv3 highECS 0301 [-] 1.60 1.57 1.35 2.19 2.43 0.228 0.550 1.13 0.623 0.591 0.780 0.975 0.712
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 highECS 0321 [-] 1.60 1.57 1.35 2.18 2.43 0.220 0.544 1.09 0.625 0.593 0.785 0.975 0.714
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
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 0091 [-] 0.927 0.925 0.864 0.957 0.771 0.0609 0.342 0.487 0.867 0.751 0.964 0.989 0.864
E3SMv3 highECS 0101 [-] 0.931 0.929 0.864 0.962 0.771 0.0653 0.341 0.454 0.865 0.753 0.966 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 0121 [-] 0.933 0.932 0.864 0.962 0.771 0.0678 0.340 0.470 0.864 0.754 0.966 0.989 0.865
E3SMv3 highECS 0131 [-] 0.934 0.932 0.864 0.965 0.771 0.0684 0.342 0.490 0.864 0.754 0.964 0.989 0.865
E3SMv3 highECS 0141 [-] 0.930 0.928 0.864 0.958 0.771 0.0646 0.338 0.478 0.867 0.756 0.964 0.989 0.866
E3SMv3 highECS 0151 [-] 0.930 0.928 0.864 0.959 0.771 0.0640 0.341 0.465 0.865 0.753 0.966 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 0171 [-] 0.926 0.924 0.864 0.954 0.771 0.0604 0.339 0.484 0.868 0.753 0.964 0.989 0.865
E3SMv3 highECS 0181 [-] 0.930 0.928 0.864 0.955 0.771 0.0645 0.343 0.482 0.864 0.753 0.964 0.989 0.864
E3SMv3 highECS 0191 [-] 0.927 0.925 0.864 0.956 0.771 0.0609 0.338 0.446 0.868 0.753 0.968 0.989 0.866
E3SMv3 highECS 0201 [-] 0.929 0.928 0.864 0.956 0.771 0.0638 0.339 0.472 0.866 0.755 0.965 0.989 0.866
E3SMv3 highECS 0211 [-] 0.935 0.933 0.864 0.962 0.771 0.0690 0.340 0.491 0.864 0.755 0.964 0.989 0.866
E3SMv3 highECS 0221 [-] 0.930 0.928 0.864 0.958 0.771 0.0647 0.339 0.479 0.866 0.754 0.965 0.989 0.866
E3SMv3 highECS 0231 [-] 0.935 0.933 0.864 0.963 0.771 0.0694 0.337 0.472 0.863 0.757 0.965 0.990 0.867
E3SMv3 highECS 0241 [-] 0.941 0.939 0.864 0.970 0.771 0.0753 0.337 0.478 0.864 0.758 0.965 0.989 0.867
E3SMv3 highECS 0251 [-] 0.935 0.933 0.864 0.963 0.771 0.0692 0.340 0.472 0.864 0.755 0.966 0.990 0.866
E3SMv3 highECS 0261 [-] 0.929 0.927 0.864 0.958 0.771 0.0632 0.339 0.484 0.866 0.754 0.965 0.989 0.866
E3SMv3 highECS 0271 [-] 0.934 0.932 0.864 0.964 0.771 0.0678 0.341 0.478 0.864 0.754 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 0291 [-] 0.928 0.927 0.864 0.958 0.771 0.0628 0.337 0.474 0.869 0.755 0.965 0.989 0.866
E3SMv3 highECS 0301 [-] 0.934 0.932 0.864 0.963 0.771 0.0687 0.340 0.468 0.865 0.755 0.965 0.989 0.866
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 highECS 0321 [-] 0.930 0.928 0.864 0.953 0.771 0.0642 0.339 0.472 0.866 0.754 0.965 0.989 0.866
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
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 0091 [-] 3.65 3.65 3.68 3.53 5.01 -0.0291 0.617 2.75 0.602 0.417 0.526 0.995 0.591
E3SMv3 highECS 0101 [-] 3.65 3.65 3.68 3.50 5.01 -0.0354 0.633 2.65 0.600 0.408 0.543 0.995 0.591
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 0121 [-] 3.65 3.65 3.68 3.51 5.01 -0.0319 0.623 2.71 0.600 0.413 0.533 0.995 0.591
E3SMv3 highECS 0131 [-] 3.64 3.64 3.68 3.52 5.01 -0.0421 0.630 2.79 0.601 0.403 0.519 0.995 0.584
E3SMv3 highECS 0141 [-] 3.64 3.64 3.68 3.50 5.01 -0.0435 0.629 2.69 0.600 0.410 0.542 0.995 0.591
E3SMv3 highECS 0151 [-] 3.64 3.65 3.68 3.51 5.01 -0.0379 0.626 2.77 0.602 0.411 0.519 0.995 0.587
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 0171 [-] 3.64 3.64 3.68 3.50 5.01 -0.0423 0.639 2.69 0.598 0.402 0.537 0.995 0.587
E3SMv3 highECS 0181 [-] 3.65 3.65 3.68 3.52 5.01 -0.0291 0.631 2.67 0.603 0.404 0.538 0.995 0.589
E3SMv3 highECS 0191 [-] 3.64 3.64 3.68 3.51 5.01 -0.0433 0.623 2.78 0.600 0.413 0.518 0.995 0.588
E3SMv3 highECS 0201 [-] 3.63 3.64 3.68 3.51 5.01 -0.0470 0.633 2.67 0.598 0.405 0.544 0.995 0.589
E3SMv3 highECS 0211 [-] 3.65 3.65 3.68 3.53 5.01 -0.0306 0.619 2.74 0.605 0.415 0.529 0.995 0.592
E3SMv3 highECS 0221 [-] 3.65 3.66 3.68 3.52 5.01 -0.0287 0.619 2.82 0.606 0.414 0.512 0.995 0.588
E3SMv3 highECS 0231 [-] 3.65 3.65 3.68 3.54 5.01 -0.0310 0.625 2.65 0.604 0.407 0.543 0.995 0.591
E3SMv3 highECS 0241 [-] 3.66 3.66 3.68 3.55 5.01 -0.0259 0.624 2.83 0.604 0.409 0.508 0.995 0.585
E3SMv3 highECS 0251 [-] 3.63 3.63 3.68 3.52 5.01 -0.0500 0.621 2.86 0.600 0.409 0.501 0.994 0.583
E3SMv3 highECS 0261 [-] 3.64 3.64 3.68 3.50 5.01 -0.0436 0.633 2.73 0.595 0.407 0.523 0.995 0.586
E3SMv3 highECS 0271 [-] 3.63 3.63 3.68 3.52 5.01 -0.0534 0.634 2.75 0.597 0.399 0.526 0.995 0.583
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 0291 [-] 3.66 3.66 3.68 3.51 5.01 -0.0260 0.624 2.80 0.603 0.413 0.513 0.995 0.587
E3SMv3 highECS 0301 [-] 3.65 3.65 3.68 3.53 5.01 -0.0335 0.628 2.68 0.600 0.410 0.536 0.995 0.590
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 highECS 0321 [-] 3.65 3.65 3.68 3.50 5.01 -0.0352 0.620 2.75 0.601 0.415 0.523 0.995 0.590
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
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 0091 [-] 1.26 1.22 1.06 1.91 1.89 0.159 0.468 0.520 0.785 0.719 0.958 0.978 0.832
E3SMv3 highECS 0101 [-] 1.27 1.23 1.06 1.92 1.89 0.164 0.468 0.507 0.784 0.720 0.957 0.977 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 0121 [-] 1.27 1.23 1.06 1.92 1.89 0.168 0.468 0.513 0.783 0.722 0.957 0.978 0.832
E3SMv3 highECS 0131 [-] 1.27 1.23 1.06 1.92 1.89 0.167 0.466 0.515 0.781 0.723 0.958 0.979 0.833
E3SMv3 highECS 0141 [-] 1.27 1.22 1.06 1.92 1.89 0.163 0.465 0.517 0.784 0.723 0.957 0.978 0.833
E3SMv3 highECS 0151 [-] 1.26 1.22 1.06 1.91 1.89 0.163 0.467 0.525 0.785 0.722 0.956 0.977 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 0171 [-] 1.26 1.22 1.06 1.91 1.89 0.157 0.467 0.533 0.785 0.720 0.957 0.978 0.832
E3SMv3 highECS 0181 [-] 1.27 1.23 1.06 1.91 1.89 0.164 0.469 0.528 0.782 0.721 0.956 0.977 0.831
E3SMv3 highECS 0191 [-] 1.27 1.23 1.06 1.91 1.89 0.165 0.469 0.488 0.783 0.720 0.959 0.978 0.832
E3SMv3 highECS 0201 [-] 1.27 1.23 1.06 1.91 1.89 0.164 0.466 0.520 0.784 0.722 0.957 0.977 0.832
E3SMv3 highECS 0211 [-] 1.27 1.23 1.06 1.93 1.89 0.169 0.468 0.529 0.782 0.722 0.956 0.978 0.832
E3SMv3 highECS 0221 [-] 1.27 1.23 1.06 1.91 1.89 0.163 0.466 0.524 0.784 0.722 0.956 0.979 0.832
E3SMv3 highECS 0231 [-] 1.27 1.23 1.06 1.92 1.89 0.168 0.465 0.519 0.782 0.724 0.958 0.978 0.833
E3SMv3 highECS 0241 [-] 1.27 1.23 1.06 1.93 1.89 0.172 0.466 0.533 0.782 0.724 0.957 0.979 0.833
E3SMv3 highECS 0251 [-] 1.27 1.23 1.06 1.92 1.89 0.166 0.466 0.512 0.783 0.722 0.956 0.978 0.832
E3SMv3 highECS 0261 [-] 1.27 1.22 1.06 1.91 1.89 0.163 0.467 0.517 0.784 0.721 0.957 0.977 0.832
E3SMv3 highECS 0271 [-] 1.27 1.23 1.06 1.93 1.89 0.166 0.468 0.521 0.782 0.721 0.957 0.978 0.832
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 0291 [-] 1.26 1.22 1.06 1.91 1.89 0.161 0.464 0.525 0.787 0.721 0.957 0.978 0.833
E3SMv3 highECS 0301 [-] 1.27 1.23 1.06 1.92 1.89 0.167 0.466 0.517 0.784 0.723 0.957 0.978 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 highECS 0321 [-] 1.26 1.22 1.06 1.91 1.89 0.162 0.465 0.512 0.785 0.721 0.957 0.978 0.833

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 [-] 0.690 0.725 0.895 0.775 0.835
E3SMv3 highECS 0091 [-] 0.677 0.724 0.895 0.782 0.838
E3SMv3 highECS 0101 [-] 0.685 0.723 0.899 0.776 0.837
E3SMv3 highECS 0111 [-] 0.683 0.725 0.890 0.775 0.832
E3SMv3 highECS 0121 [-] 0.672 0.722 0.890 0.776 0.833
E3SMv3 highECS 0131 [-] 0.688 0.721 0.894 0.783 0.839
E3SMv3 highECS 0141 [-] 0.689 0.728 0.893 0.772 0.833
E3SMv3 highECS 0151 [-] 0.668 0.729 0.895 0.779 0.837
E3SMv3 highECS 0161 [-] 0.665 0.722 0.890 0.782 0.836
E3SMv3 highECS 0171 [-] 0.693 0.733 0.899 0.778 0.838
E3SMv3 highECS 0181 [-] 0.678 0.728 0.892 0.779 0.836
E3SMv3 highECS 0191 [-] 0.686 0.728 0.894 0.776 0.835
E3SMv3 highECS 0201 [-] 0.674 0.729 0.891 0.770 0.830
E3SMv3 highECS 0211 [-] 0.676 0.731 0.889 0.779 0.834
E3SMv3 highECS 0221 [-] 0.677 0.724 0.888 0.769 0.829
E3SMv3 highECS 0231 [-] 0.674 0.726 0.892 0.777 0.834
E3SMv3 highECS 0241 [-] 0.679 0.723 0.891 0.781 0.836
E3SMv3 highECS 0251 [-] 0.675 0.731 0.895 0.783 0.839
E3SMv3 highECS 0261 [-] 0.673 0.720 0.892 0.778 0.835
E3SMv3 highECS 0271 [-] 0.669 0.726 0.891 0.780 0.835
E3SMv3 highECS 0281 [-] 0.673 0.723 0.893 0.779 0.836
E3SMv3 highECS 0291 [-] 0.674 0.719 0.895 0.773 0.834
E3SMv3 highECS 0301 [-] 0.676 0.723 0.888 0.774 0.831
E3SMv3 highECS 0311 [-] 0.689 0.732 0.892 0.777 0.835
E3SMv3 highECS 0321 [-] 0.678 0.724 0.890 0.780 0.835
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 [-] 0.705 0.784 0.921 0.920 0.921
E3SMv3 highECS 0091 [-] 0.693 0.778 0.886 0.919 0.903
E3SMv3 highECS 0101 [-] 0.716 0.785 0.890 0.921 0.905
E3SMv3 highECS 0111 [-] 0.685 0.783 0.917 0.921 0.919
E3SMv3 highECS 0121 [-] 0.700 0.784 0.920 0.917 0.918
E3SMv3 highECS 0131 [-] 0.716 0.788 0.918 0.918 0.918
E3SMv3 highECS 0141 [-] 0.675 0.778 0.912 0.918 0.915
E3SMv3 highECS 0151 [-] 0.710 0.785 0.913 0.918 0.915
E3SMv3 highECS 0161 [-] 0.694 0.782 0.884 0.920 0.902
E3SMv3 highECS 0171 [-] 0.724 0.777 0.929 0.918 0.923
E3SMv3 highECS 0181 [-] 0.702 0.783 0.916 0.918 0.917
E3SMv3 highECS 0191 [-] 0.715 0.785 0.893 0.920 0.906
E3SMv3 highECS 0201 [-] 0.703 0.789 0.894 0.920 0.907
E3SMv3 highECS 0211 [-] 0.690 0.782 0.902 0.922 0.912
E3SMv3 highECS 0221 [-] 0.674 0.783 0.922 0.921 0.921
E3SMv3 highECS 0231 [-] 0.699 0.782 0.917 0.920 0.919
E3SMv3 highECS 0241 [-] 0.686 0.785 0.922 0.919 0.920
E3SMv3 highECS 0251 [-] 0.706 0.776 0.944 0.918 0.931
E3SMv3 highECS 0261 [-] 0.704 0.778 0.937 0.920 0.929
E3SMv3 highECS 0271 [-] 0.721 0.777 0.948 0.919 0.933
E3SMv3 highECS 0281 [-] 0.735 0.775 0.912 0.916 0.914
E3SMv3 highECS 0291 [-] 0.695 0.786 0.910 0.921 0.915
E3SMv3 highECS 0301 [-] 0.683 0.784 0.885 0.920 0.902
E3SMv3 highECS 0311 [-] 0.707 0.780 0.920 0.919 0.919
E3SMv3 highECS 0321 [-] 0.710 0.784 0.914 0.918 0.916
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 [-] 0.791 0.717 0.930 0.805 0.867
E3SMv3 highECS 0091 [-] 0.794 0.718 0.932 0.805 0.868
E3SMv3 highECS 0101 [-] 0.791 0.721 0.927 0.809 0.868
E3SMv3 highECS 0111 [-] 0.793 0.719 0.928 0.804 0.866
E3SMv3 highECS 0121 [-] 0.793 0.721 0.930 0.802 0.866
E3SMv3 highECS 0131 [-] 0.792 0.717 0.928 0.801 0.865
E3SMv3 highECS 0141 [-] 0.793 0.717 0.923 0.806 0.864
E3SMv3 highECS 0151 [-] 0.791 0.721 0.925 0.806 0.866
E3SMv3 highECS 0161 [-] 0.793 0.719 0.929 0.810 0.869
E3SMv3 highECS 0171 [-] 0.794 0.721 0.931 0.807 0.869
E3SMv3 highECS 0181 [-] 0.793 0.721 0.925 0.807 0.866
E3SMv3 highECS 0191 [-] 0.791 0.721 0.929 0.806 0.868
E3SMv3 highECS 0201 [-] 0.792 0.719 0.932 0.803 0.867
E3SMv3 highECS 0211 [-] 0.792 0.716 0.927 0.802 0.865
E3SMv3 highECS 0221 [-] 0.795 0.717 0.928 0.804 0.866
E3SMv3 highECS 0231 [-] 0.789 0.717 0.932 0.803 0.868
E3SMv3 highECS 0241 [-] 0.790 0.718 0.932 0.810 0.871
E3SMv3 highECS 0251 [-] 0.792 0.719 0.925 0.804 0.865
E3SMv3 highECS 0261 [-] 0.792 0.718 0.930 0.802 0.866
E3SMv3 highECS 0271 [-] 0.794 0.719 0.919 0.806 0.863
E3SMv3 highECS 0281 [-] 0.794 0.724 0.929 0.809 0.869
E3SMv3 highECS 0291 [-] 0.791 0.722 0.930 0.808 0.869
E3SMv3 highECS 0301 [-] 0.792 0.721 0.928 0.805 0.866
E3SMv3 highECS 0311 [-] 0.797 0.718 0.926 0.807 0.866
E3SMv3 highECS 0321 [-] 0.792 0.721 0.931 0.806 0.869
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 [-] 0.715 0.743 0.836 0.858 0.847
E3SMv3 highECS 0091 [-] 0.725 0.751 0.837 0.860 0.849
E3SMv3 highECS 0101 [-] 0.721 0.752 0.832 0.859 0.846
E3SMv3 highECS 0111 [-] 0.715 0.739 0.868 0.860 0.864
E3SMv3 highECS 0121 [-] 0.723 0.743 0.825 0.854 0.839
E3SMv3 highECS 0131 [-] 0.720 0.741 0.845 0.858 0.852
E3SMv3 highECS 0141 [-] 0.717 0.734 0.867 0.864 0.866
E3SMv3 highECS 0151 [-] 0.725 0.757 0.851 0.859 0.855
E3SMv3 highECS 0161 [-] 0.723 0.740 0.864 0.865 0.864
E3SMv3 highECS 0171 [-] 0.721 0.743 0.873 0.862 0.867
E3SMv3 highECS 0181 [-] 0.720 0.739 0.859 0.863 0.861
E3SMv3 highECS 0191 [-] 0.717 0.757 0.840 0.870 0.855
E3SMv3 highECS 0201 [-] 0.722 0.744 0.849 0.863 0.856
E3SMv3 highECS 0211 [-] 0.725 0.735 0.830 0.860 0.845
E3SMv3 highECS 0221 [-] 0.724 0.758 0.886 0.863 0.875
E3SMv3 highECS 0231 [-] 0.718 0.745 0.859 0.854 0.856
E3SMv3 highECS 0241 [-] 0.719 0.736 0.842 0.860 0.851
E3SMv3 highECS 0251 [-] 0.721 0.739 0.872 0.862 0.867
E3SMv3 highECS 0261 [-] 0.720 0.738 0.823 0.862 0.842
E3SMv3 highECS 0271 [-] 0.724 0.749 0.875 0.864 0.869
E3SMv3 highECS 0281 [-] 0.725 0.744 0.864 0.866 0.865
E3SMv3 highECS 0291 [-] 0.713 0.744 0.861 0.872 0.866
E3SMv3 highECS 0301 [-] 0.727 0.751 0.864 0.860 0.862
E3SMv3 highECS 0311 [-] 0.729 0.741 0.884 0.866 0.875
E3SMv3 highECS 0321 [-] 0.723 0.740 0.825 0.864 0.845
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 [-] 0.624 0.703 0.885 0.909 0.897
E3SMv3 highECS 0091 [-] 0.629 0.688 0.888 0.910 0.899
E3SMv3 highECS 0101 [-] 0.625 0.704 0.884 0.908 0.896
E3SMv3 highECS 0111 [-] 0.651 0.689 0.889 0.911 0.900
E3SMv3 highECS 0121 [-] 0.635 0.697 0.889 0.909 0.899
E3SMv3 highECS 0131 [-] 0.640 0.697 0.885 0.911 0.898
E3SMv3 highECS 0141 [-] 0.623 0.691 0.885 0.914 0.900
E3SMv3 highECS 0151 [-] 0.633 0.687 0.884 0.912 0.898
E3SMv3 highECS 0161 [-] 0.606 0.690 0.884 0.913 0.898
E3SMv3 highECS 0171 [-] 0.618 0.679 0.882 0.911 0.897
E3SMv3 highECS 0181 [-] 0.618 0.681 0.885 0.911 0.898
E3SMv3 highECS 0191 [-] 0.648 0.680 0.883 0.914 0.899
E3SMv3 highECS 0201 [-] 0.615 0.685 0.886 0.913 0.899
E3SMv3 highECS 0211 [-] 0.632 0.708 0.886 0.912 0.899
E3SMv3 highECS 0221 [-] 0.643 0.685 0.888 0.912 0.900
E3SMv3 highECS 0231 [-] 0.623 0.685 0.888 0.912 0.900
E3SMv3 highECS 0241 [-] 0.652 0.710 0.891 0.910 0.900
E3SMv3 highECS 0251 [-] 0.643 0.689 0.884 0.914 0.899
E3SMv3 highECS 0261 [-] 0.639 0.673 0.886 0.913 0.899
E3SMv3 highECS 0271 [-] 0.634 0.675 0.888 0.914 0.901
E3SMv3 highECS 0281 [-] 0.631 0.674 0.888 0.912 0.900
E3SMv3 highECS 0291 [-] 0.653 0.706 0.888 0.912 0.900
E3SMv3 highECS 0301 [-] 0.634 0.706 0.885 0.911 0.898
E3SMv3 highECS 0311 [-] 0.647 0.683 0.888 0.914 0.901
E3SMv3 highECS 0321 [-] 0.647 0.671 0.886 0.912 0.899
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 [-] 0.737 0.757 0.890 0.813 0.851
E3SMv3 highECS 0091 [-] 0.745 0.760 0.899 0.816 0.857
E3SMv3 highECS 0101 [-] 0.739 0.758 0.879 0.816 0.847
E3SMv3 highECS 0111 [-] 0.739 0.759 0.897 0.812 0.855
E3SMv3 highECS 0121 [-] 0.740 0.755 0.882 0.810 0.846
E3SMv3 highECS 0131 [-] 0.740 0.756 0.889 0.811 0.850
E3SMv3 highECS 0141 [-] 0.738 0.760 0.889 0.815 0.852
E3SMv3 highECS 0151 [-] 0.741 0.764 0.886 0.815 0.851
E3SMv3 highECS 0161 [-] 0.742 0.762 0.880 0.819 0.849
E3SMv3 highECS 0171 [-] 0.749 0.764 0.892 0.817 0.855
E3SMv3 highECS 0181 [-] 0.737 0.757 0.898 0.816 0.857
E3SMv3 highECS 0191 [-] 0.737 0.759 0.894 0.813 0.854
E3SMv3 highECS 0201 [-] 0.744 0.760 0.885 0.812 0.849
E3SMv3 highECS 0211 [-] 0.737 0.753 0.887 0.811 0.849
E3SMv3 highECS 0221 [-] 0.739 0.757 0.889 0.812 0.851
E3SMv3 highECS 0231 [-] 0.739 0.759 0.890 0.813 0.851
E3SMv3 highECS 0241 [-] 0.739 0.754 0.880 0.816 0.848
E3SMv3 highECS 0251 [-] 0.746 0.760 0.892 0.817 0.855
E3SMv3 highECS 0261 [-] 0.744 0.759 0.899 0.814 0.857
E3SMv3 highECS 0271 [-] 0.743 0.762 0.897 0.814 0.855
E3SMv3 highECS 0281 [-] 0.746 0.763 0.901 0.817 0.859
E3SMv3 highECS 0291 [-] 0.741 0.767 0.898 0.815 0.856
E3SMv3 highECS 0301 [-] 0.742 0.757 0.885 0.812 0.848
E3SMv3 highECS 0311 [-] 0.751 0.766 0.898 0.819 0.858
E3SMv3 highECS 0321 [-] 0.745 0.761 0.886 0.816 0.851

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
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E3SMv3 highECS 0311
Data not available
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E3SMv3 highECS 0321
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