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 default 0051 [-] 3.07 3.05 2.60 3.86 4.87 0.445 0.771 2.48 0.557 0.523 0.610 0.923 0.628
E3SMv3 default 0091 [-] 3.07 3.04 2.60 3.86 4.87 0.440 0.769 2.50 0.559 0.526 0.607 0.929 0.629
E3SMv3 default 0101 [-] 3.08 3.06 2.60 3.86 4.87 0.451 0.774 2.61 0.556 0.526 0.580 0.921 0.622
E3SMv3 default 0111 [-] 3.07 3.04 2.60 3.86 4.87 0.439 0.758 2.44 0.560 0.533 0.604 0.925 0.631
E3SMv3 default 0121 [-] 3.07 3.04 2.60 3.85 4.87 0.440 0.771 2.44 0.557 0.521 0.624 0.927 0.630
E3SMv3 default 0131 [-] 3.13 3.11 2.60 3.88 4.87 0.507 0.816 2.38 0.539 0.524 0.617 0.895 0.620
E3SMv3 default 0141 [-] 3.10 3.07 2.60 3.86 4.87 0.469 0.794 2.37 0.549 0.518 0.630 0.909 0.625
E3SMv3 default 0151 [-] 3.08 3.05 2.60 3.86 4.87 0.449 0.769 2.42 0.556 0.526 0.626 0.923 0.631
E3SMv3 default 0161 [-] 3.08 3.06 2.60 3.87 4.87 0.453 0.774 2.52 0.554 0.526 0.607 0.920 0.627
E3SMv3 default 0171 [-] 3.07 3.05 2.60 3.87 4.87 0.443 0.767 2.49 0.559 0.526 0.606 0.919 0.627
E3SMv3 default 0181 [-] 3.09 3.06 2.60 3.86 4.87 0.458 0.782 2.47 0.553 0.523 0.613 0.920 0.626
E3SMv3 default 0191 [-] 3.11 3.08 2.60 3.88 4.87 0.477 0.781 2.46 0.547 0.533 0.616 0.915 0.629
E3SMv3 default 0201 [-] 3.09 3.06 2.60 3.87 4.87 0.461 0.778 2.44 0.552 0.530 0.616 0.917 0.629
E3SMv3 default 0211 [-] 3.08 3.05 2.60 3.87 4.87 0.449 0.773 2.33 0.555 0.521 0.629 0.925 0.630
E3SMv3 default 0221 [-] 3.08 3.06 2.60 3.86 4.87 0.453 0.770 2.53 0.555 0.532 0.598 0.909 0.625
E3SMv3 default 0231 [-] 3.09 3.06 2.60 3.87 4.87 0.461 0.788 2.56 0.549 0.519 0.591 0.922 0.620
E3SMv3 default 0241 [-] 3.08 3.06 2.60 3.87 4.87 0.453 0.775 2.42 0.556 0.527 0.619 0.917 0.629
E3SMv3 default 0251 [-] 3.08 3.06 2.60 3.86 4.87 0.456 0.785 2.44 0.554 0.516 0.623 0.919 0.626
E3SMv3 default 0261 [-] 3.08 3.06 2.60 3.87 4.87 0.454 0.769 2.42 0.557 0.530 0.621 0.913 0.630
E3SMv3 default 0271 [-] 3.07 3.05 2.60 3.87 4.87 0.445 0.768 2.52 0.558 0.525 0.597 0.921 0.625
E3SMv3 default 0281 [-] 3.08 3.06 2.60 3.87 4.87 0.456 0.772 2.42 0.555 0.531 0.622 0.918 0.631
E3SMv3 default 0291 [-] 3.09 3.07 2.60 3.86 4.87 0.466 0.791 2.45 0.553 0.522 0.621 0.910 0.626
E3SMv3 default 0301 [-] 3.08 3.05 2.60 3.86 4.87 0.447 0.770 2.50 0.557 0.528 0.598 0.923 0.627
E3SMv3 default 0311 [-] 3.07 3.05 2.60 3.86 4.87 0.446 0.774 2.48 0.558 0.524 0.600 0.920 0.625
E3SMv3 default 0321 [-] 3.06 3.04 2.60 3.86 4.87 0.435 0.764 2.50 0.560 0.526 0.596 0.928 0.627
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 default 0051 [-] 4.08 4.01 4.11 4.30 4.82 -0.0948 0.554 2.32 0.471 0.560 0.625 0.850 0.613
E3SMv3 default 0091 [-] 4.08 4.01 4.11 4.30 4.82 -0.0922 0.553 2.14 0.474 0.559 0.649 0.845 0.617
E3SMv3 default 0101 [-] 4.06 3.99 4.11 4.28 4.82 -0.114 0.566 2.34 0.470 0.540 0.627 0.854 0.606
E3SMv3 default 0111 [-] 4.06 3.99 4.11 4.28 4.82 -0.115 0.561 2.35 0.474 0.537 0.619 0.848 0.603
E3SMv3 default 0121 [-] 4.06 4.00 4.11 4.29 4.82 -0.110 0.561 2.37 0.468 0.550 0.617 0.853 0.607
E3SMv3 default 0131 [-] 4.07 4.01 4.11 4.29 4.82 -0.0975 0.566 2.19 0.473 0.544 0.631 0.864 0.611
E3SMv3 default 0141 [-] 4.05 3.98 4.11 4.27 4.82 -0.122 0.572 2.52 0.470 0.533 0.590 0.865 0.598
E3SMv3 default 0151 [-] 4.06 4.00 4.11 4.28 4.82 -0.110 0.560 2.39 0.469 0.560 0.609 0.873 0.614
E3SMv3 default 0161 [-] 4.07 4.01 4.11 4.30 4.82 -0.0978 0.557 2.32 0.473 0.553 0.618 0.855 0.610
E3SMv3 default 0171 [-] 4.06 3.99 4.11 4.28 4.82 -0.112 0.555 2.26 0.475 0.551 0.621 0.858 0.611
E3SMv3 default 0181 [-] 4.07 4.01 4.11 4.29 4.82 -0.0996 0.561 2.23 0.469 0.551 0.636 0.855 0.612
E3SMv3 default 0191 [-] 4.05 3.99 4.11 4.27 4.82 -0.116 0.558 2.30 0.475 0.547 0.627 0.858 0.611
E3SMv3 default 0201 [-] 4.05 3.98 4.11 4.27 4.82 -0.122 0.561 2.26 0.471 0.554 0.627 0.870 0.615
E3SMv3 default 0211 [-] 4.06 3.99 4.11 4.28 4.82 -0.115 0.566 2.29 0.469 0.548 0.636 0.865 0.613
E3SMv3 default 0221 [-] 4.05 3.99 4.11 4.27 4.82 -0.120 0.564 2.30 0.467 0.551 0.615 0.862 0.609
E3SMv3 default 0231 [-] 4.07 4.01 4.11 4.29 4.82 -0.0995 0.562 2.22 0.471 0.553 0.635 0.862 0.615
E3SMv3 default 0241 [-] 4.06 3.99 4.11 4.28 4.82 -0.112 0.564 2.38 0.472 0.542 0.613 0.862 0.606
E3SMv3 default 0251 [-] 4.06 4.00 4.11 4.28 4.82 -0.106 0.569 2.19 0.470 0.540 0.634 0.866 0.610
E3SMv3 default 0261 [-] 4.05 3.99 4.11 4.27 4.82 -0.114 0.558 2.32 0.471 0.554 0.611 0.858 0.610
E3SMv3 default 0271 [-] 4.06 4.00 4.11 4.28 4.82 -0.110 0.559 2.28 0.472 0.554 0.629 0.855 0.613
E3SMv3 default 0281 [-] 4.04 3.98 4.11 4.27 4.82 -0.125 0.564 2.33 0.469 0.545 0.623 0.866 0.610
E3SMv3 default 0291 [-] 4.04 3.98 4.11 4.27 4.82 -0.127 0.571 2.34 0.465 0.545 0.622 0.861 0.607
E3SMv3 default 0301 [-] 4.05 3.99 4.11 4.28 4.82 -0.115 0.565 2.32 0.472 0.542 0.613 0.861 0.606
E3SMv3 default 0311 [-] 4.05 3.98 4.11 4.27 4.82 -0.122 0.571 2.39 0.467 0.542 0.611 0.863 0.605
E3SMv3 default 0321 [-] 4.05 3.99 4.11 4.27 4.82 -0.114 0.553 2.32 0.473 0.560 0.616 0.864 0.614
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 default 0051 [-] 1.57 1.54 1.35 2.16 2.43 0.197 0.549 1.14 0.627 0.579 0.779 0.975 0.708
E3SMv3 default 0091 [-] 1.57 1.54 1.35 2.15 2.43 0.194 0.550 1.13 0.626 0.579 0.784 0.975 0.708
E3SMv3 default 0101 [-] 1.58 1.55 1.35 2.15 2.43 0.201 0.553 1.17 0.627 0.575 0.775 0.975 0.705
E3SMv3 default 0111 [-] 1.58 1.55 1.35 2.16 2.43 0.203 0.551 1.13 0.627 0.578 0.782 0.975 0.708
E3SMv3 default 0121 [-] 1.57 1.54 1.35 2.15 2.43 0.195 0.549 1.13 0.629 0.577 0.781 0.975 0.708
E3SMv3 default 0131 [-] 1.58 1.55 1.35 2.15 2.43 0.204 0.556 1.11 0.623 0.574 0.782 0.974 0.706
E3SMv3 default 0141 [-] 1.58 1.55 1.35 2.14 2.43 0.201 0.560 1.15 0.624 0.571 0.778 0.974 0.704
E3SMv3 default 0151 [-] 1.57 1.54 1.35 2.15 2.43 0.195 0.549 1.16 0.628 0.577 0.779 0.975 0.707
E3SMv3 default 0161 [-] 1.58 1.55 1.35 2.16 2.43 0.201 0.553 1.15 0.626 0.577 0.777 0.975 0.706
E3SMv3 default 0171 [-] 1.57 1.54 1.35 2.15 2.43 0.197 0.550 1.17 0.627 0.580 0.776 0.975 0.708
E3SMv3 default 0181 [-] 1.57 1.55 1.35 2.15 2.43 0.199 0.553 1.13 0.626 0.576 0.783 0.975 0.707
E3SMv3 default 0191 [-] 1.58 1.56 1.35 2.16 2.43 0.209 0.555 1.17 0.624 0.580 0.779 0.974 0.708
E3SMv3 default 0201 [-] 1.57 1.54 1.35 2.15 2.43 0.194 0.547 1.14 0.628 0.578 0.782 0.975 0.709
E3SMv3 default 0211 [-] 1.57 1.54 1.35 2.15 2.43 0.197 0.551 1.12 0.625 0.577 0.783 0.975 0.707
E3SMv3 default 0221 [-] 1.57 1.54 1.35 2.14 2.43 0.194 0.552 1.14 0.625 0.577 0.777 0.975 0.706
E3SMv3 default 0231 [-] 1.57 1.54 1.35 2.15 2.43 0.197 0.553 1.15 0.626 0.575 0.775 0.975 0.705
E3SMv3 default 0241 [-] 1.58 1.55 1.35 2.16 2.43 0.203 0.554 1.15 0.625 0.577 0.777 0.975 0.706
E3SMv3 default 0251 [-] 1.57 1.54 1.35 2.15 2.43 0.196 0.555 1.14 0.625 0.572 0.780 0.975 0.705
E3SMv3 default 0261 [-] 1.57 1.55 1.35 2.15 2.43 0.199 0.552 1.15 0.626 0.578 0.779 0.975 0.707
E3SMv3 default 0271 [-] 1.58 1.55 1.35 2.15 2.43 0.203 0.551 1.16 0.627 0.581 0.775 0.975 0.708
E3SMv3 default 0281 [-] 1.57 1.54 1.35 2.15 2.43 0.198 0.546 1.16 0.629 0.580 0.780 0.975 0.709
E3SMv3 default 0291 [-] 1.57 1.55 1.35 2.16 2.43 0.200 0.552 1.14 0.626 0.576 0.781 0.975 0.707
E3SMv3 default 0301 [-] 1.57 1.54 1.35 2.15 2.43 0.195 0.550 1.15 0.626 0.578 0.778 0.975 0.707
E3SMv3 default 0311 [-] 1.57 1.54 1.35 2.15 2.43 0.197 0.553 1.16 0.626 0.574 0.777 0.975 0.705
E3SMv3 default 0321 [-] 1.58 1.55 1.35 2.16 2.43 0.206 0.554 1.14 0.625 0.578 0.777 0.975 0.707
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 default 0051 [-] 0.867 0.868 0.864 0.866 0.771 0.00378 0.348 0.455 0.871 0.740 0.966 0.989 0.861
E3SMv3 default 0091 [-] 0.862 0.862 0.864 0.858 0.771 -0.00144 0.353 0.492 0.870 0.735 0.963 0.988 0.858
E3SMv3 default 0101 [-] 0.866 0.867 0.864 0.861 0.771 0.00298 0.352 0.476 0.870 0.736 0.965 0.988 0.859
E3SMv3 default 0111 [-] 0.864 0.864 0.864 0.859 0.771 0.000410 0.349 0.460 0.873 0.738 0.966 0.988 0.861
E3SMv3 default 0121 [-] 0.859 0.859 0.864 0.853 0.771 -0.00441 0.350 0.479 0.872 0.736 0.964 0.988 0.859
E3SMv3 default 0131 [-] 0.868 0.869 0.864 0.867 0.771 0.00477 0.345 0.456 0.874 0.741 0.966 0.989 0.862
E3SMv3 default 0141 [-] 0.864 0.864 0.864 0.861 0.771 0.000252 0.348 0.465 0.872 0.738 0.965 0.988 0.860
E3SMv3 default 0151 [-] 0.871 0.871 0.864 0.868 0.771 0.00749 0.345 0.479 0.871 0.742 0.964 0.989 0.862
E3SMv3 default 0161 [-] 0.866 0.866 0.864 0.862 0.771 0.00215 0.350 0.468 0.872 0.737 0.965 0.988 0.860
E3SMv3 default 0171 [-] 0.864 0.864 0.864 0.859 0.771 0.000304 0.351 0.469 0.870 0.736 0.964 0.988 0.859
E3SMv3 default 0181 [-] 0.868 0.868 0.864 0.864 0.771 0.00469 0.345 0.498 0.874 0.741 0.963 0.988 0.861
E3SMv3 default 0191 [-] 0.874 0.875 0.864 0.872 0.771 0.0107 0.347 0.477 0.870 0.741 0.964 0.989 0.861
E3SMv3 default 0201 [-] 0.864 0.864 0.864 0.860 0.771 0.000470 0.349 0.451 0.872 0.738 0.966 0.988 0.860
E3SMv3 default 0211 [-] 0.866 0.866 0.864 0.860 0.771 0.00240 0.348 0.456 0.872 0.739 0.965 0.988 0.861
E3SMv3 default 0221 [-] 0.859 0.859 0.864 0.852 0.771 -0.00427 0.352 0.464 0.871 0.735 0.965 0.988 0.859
E3SMv3 default 0231 [-] 0.864 0.864 0.864 0.862 0.771 0.000238 0.348 0.474 0.872 0.738 0.964 0.989 0.860
E3SMv3 default 0241 [-] 0.867 0.867 0.864 0.864 0.771 0.00347 0.350 0.456 0.870 0.738 0.966 0.988 0.860
E3SMv3 default 0251 [-] 0.864 0.864 0.864 0.859 0.771 0.000740 0.350 0.476 0.872 0.737 0.964 0.988 0.860
E3SMv3 default 0261 [-] 0.865 0.865 0.864 0.866 0.771 0.000780 0.345 0.478 0.873 0.741 0.964 0.988 0.862
E3SMv3 default 0271 [-] 0.866 0.866 0.864 0.863 0.771 0.00244 0.351 0.460 0.870 0.736 0.966 0.989 0.860
E3SMv3 default 0281 [-] 0.871 0.871 0.864 0.871 0.771 0.00745 0.345 0.464 0.871 0.742 0.965 0.989 0.862
E3SMv3 default 0291 [-] 0.871 0.872 0.864 0.865 0.771 0.00785 0.349 0.478 0.869 0.740 0.965 0.989 0.860
E3SMv3 default 0301 [-] 0.860 0.860 0.864 0.854 0.771 -0.00360 0.348 0.475 0.871 0.738 0.964 0.988 0.860
E3SMv3 default 0311 [-] 0.865 0.865 0.864 0.863 0.771 0.00153 0.350 0.460 0.870 0.738 0.966 0.988 0.860
E3SMv3 default 0321 [-] 0.876 0.876 0.864 0.871 0.771 0.0120 0.347 0.477 0.870 0.741 0.965 0.989 0.861
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 default 0051 [-] 3.69 3.70 3.68 3.58 5.01 0.0120 0.645 2.78 0.601 0.410 0.522 0.995 0.588
E3SMv3 default 0091 [-] 3.68 3.68 3.68 3.54 5.01 -0.00533 0.653 2.69 0.595 0.408 0.543 0.994 0.590
E3SMv3 default 0101 [-] 3.69 3.70 3.68 3.58 5.01 0.0122 0.647 2.78 0.603 0.408 0.518 0.995 0.586
E3SMv3 default 0111 [-] 3.71 3.71 3.68 3.61 5.01 0.0235 0.642 2.71 0.604 0.411 0.540 0.995 0.592
E3SMv3 default 0121 [-] 3.70 3.70 3.68 3.58 5.01 0.0157 0.643 2.81 0.604 0.410 0.520 0.995 0.588
E3SMv3 default 0131 [-] 3.69 3.69 3.68 3.54 5.01 0.0110 0.669 2.69 0.595 0.401 0.532 0.993 0.584
E3SMv3 default 0141 [-] 3.68 3.68 3.68 3.53 5.01 0.000212 0.663 2.79 0.595 0.403 0.515 0.994 0.582
E3SMv3 default 0151 [-] 3.69 3.69 3.68 3.55 5.01 0.00528 0.658 2.82 0.600 0.401 0.511 0.995 0.582
E3SMv3 default 0161 [-] 3.69 3.70 3.68 3.54 5.01 0.0114 0.657 2.83 0.598 0.404 0.514 0.995 0.583
E3SMv3 default 0171 [-] 3.69 3.69 3.68 3.56 5.01 0.00674 0.640 2.85 0.599 0.419 0.508 0.995 0.588
E3SMv3 default 0181 [-] 3.68 3.69 3.68 3.54 5.01 0.00148 0.655 2.76 0.599 0.404 0.528 0.995 0.586
E3SMv3 default 0191 [-] 3.69 3.69 3.68 3.56 5.01 0.00986 0.638 2.78 0.606 0.413 0.526 0.995 0.590
E3SMv3 default 0201 [-] 3.69 3.70 3.68 3.56 5.01 0.0113 0.650 2.71 0.601 0.410 0.534 0.995 0.590
E3SMv3 default 0211 [-] 3.69 3.69 3.68 3.54 5.01 0.00619 0.663 2.73 0.595 0.403 0.532 0.994 0.586
E3SMv3 default 0221 [-] 3.67 3.68 3.68 3.53 5.01 -0.00753 0.661 2.88 0.592 0.406 0.509 0.994 0.581
E3SMv3 default 0231 [-] 3.68 3.69 3.68 3.55 5.01 0.00272 0.655 2.79 0.598 0.405 0.516 0.995 0.584
E3SMv3 default 0241 [-] 3.69 3.70 3.68 3.57 5.01 0.0130 0.657 2.82 0.598 0.405 0.518 0.995 0.584
E3SMv3 default 0251 [-] 3.69 3.69 3.68 3.54 5.01 0.00387 0.661 2.82 0.595 0.403 0.518 0.994 0.583
E3SMv3 default 0261 [-] 3.68 3.69 3.68 3.54 5.01 0.00334 0.656 2.82 0.599 0.404 0.515 0.995 0.583
E3SMv3 default 0271 [-] 3.70 3.70 3.68 3.57 5.01 0.0184 0.638 2.86 0.602 0.414 0.503 0.994 0.585
E3SMv3 default 0281 [-] 3.70 3.71 3.68 3.61 5.01 0.0224 0.635 2.84 0.609 0.411 0.510 0.994 0.587
E3SMv3 default 0291 [-] 3.70 3.71 3.68 3.58 5.01 0.0217 0.658 2.74 0.602 0.400 0.530 0.995 0.585
E3SMv3 default 0301 [-] 3.68 3.68 3.68 3.53 5.01 -0.00181 0.658 2.75 0.593 0.409 0.525 0.994 0.586
E3SMv3 default 0311 [-] 3.68 3.68 3.68 3.54 5.01 0.00113 0.668 2.74 0.594 0.401 0.526 0.994 0.583
E3SMv3 default 0321 [-] 3.67 3.68 3.68 3.57 5.01 -0.00818 0.641 2.81 0.602 0.405 0.514 0.994 0.584
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 default 0051 [-] 1.21 1.18 1.06 1.83 1.89 0.114 0.472 0.514 0.789 0.707 0.958 0.977 0.828
E3SMv3 default 0091 [-] 1.21 1.17 1.06 1.82 1.89 0.107 0.473 0.542 0.790 0.705 0.955 0.977 0.826
E3SMv3 default 0101 [-] 1.21 1.18 1.06 1.82 1.89 0.114 0.476 0.526 0.789 0.704 0.956 0.977 0.826
E3SMv3 default 0111 [-] 1.21 1.18 1.06 1.82 1.89 0.115 0.477 0.514 0.789 0.704 0.956 0.977 0.826
E3SMv3 default 0121 [-] 1.20 1.16 1.06 1.82 1.89 0.102 0.470 0.527 0.792 0.705 0.956 0.978 0.827
E3SMv3 default 0131 [-] 1.22 1.18 1.06 1.83 1.89 0.116 0.474 0.528 0.790 0.706 0.955 0.977 0.827
E3SMv3 default 0141 [-] 1.21 1.17 1.06 1.82 1.89 0.109 0.472 0.526 0.792 0.705 0.956 0.976 0.827
E3SMv3 default 0151 [-] 1.22 1.18 1.06 1.83 1.89 0.114 0.470 0.536 0.790 0.708 0.956 0.977 0.828
E3SMv3 default 0161 [-] 1.21 1.17 1.06 1.83 1.89 0.111 0.472 0.536 0.792 0.706 0.956 0.978 0.828
E3SMv3 default 0171 [-] 1.21 1.17 1.06 1.82 1.89 0.109 0.474 0.523 0.790 0.704 0.956 0.976 0.826
E3SMv3 default 0181 [-] 1.21 1.17 1.06 1.83 1.89 0.111 0.470 0.536 0.791 0.706 0.955 0.978 0.827
E3SMv3 default 0191 [-] 1.23 1.19 1.06 1.84 1.89 0.126 0.477 0.537 0.786 0.707 0.956 0.977 0.827
E3SMv3 default 0201 [-] 1.21 1.17 1.06 1.83 1.89 0.110 0.471 0.517 0.791 0.706 0.957 0.977 0.828
E3SMv3 default 0211 [-] 1.22 1.18 1.06 1.83 1.89 0.116 0.475 0.518 0.788 0.706 0.957 0.977 0.827
E3SMv3 default 0221 [-] 1.21 1.17 1.06 1.82 1.89 0.107 0.476 0.516 0.789 0.704 0.956 0.977 0.826
E3SMv3 default 0231 [-] 1.21 1.17 1.06 1.83 1.89 0.111 0.471 0.529 0.791 0.707 0.956 0.977 0.828
E3SMv3 default 0241 [-] 1.22 1.18 1.06 1.83 1.89 0.115 0.475 0.519 0.789 0.706 0.956 0.976 0.827
E3SMv3 default 0251 [-] 1.21 1.17 1.06 1.82 1.89 0.108 0.473 0.533 0.792 0.704 0.955 0.977 0.826
E3SMv3 default 0261 [-] 1.21 1.17 1.06 1.83 1.89 0.111 0.470 0.539 0.792 0.708 0.956 0.976 0.828
E3SMv3 default 0271 [-] 1.21 1.17 1.06 1.83 1.89 0.113 0.473 0.513 0.790 0.706 0.957 0.977 0.827
E3SMv3 default 0281 [-] 1.22 1.18 1.06 1.84 1.89 0.116 0.469 0.528 0.791 0.710 0.956 0.977 0.829
E3SMv3 default 0291 [-] 1.22 1.18 1.06 1.83 1.89 0.119 0.474 0.521 0.788 0.707 0.956 0.977 0.827
E3SMv3 default 0301 [-] 1.21 1.17 1.06 1.82 1.89 0.105 0.469 0.520 0.791 0.708 0.956 0.977 0.828
E3SMv3 default 0311 [-] 1.21 1.18 1.06 1.83 1.89 0.113 0.476 0.522 0.789 0.704 0.956 0.977 0.826
E3SMv3 default 0321 [-] 1.22 1.18 1.06 1.84 1.89 0.122 0.474 0.535 0.788 0.707 0.956 0.977 0.827

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 [-] 0.672 0.751 0.919 0.797 0.858
E3SMv3 default 0091 [-] 0.671 0.750 0.914 0.795 0.854
E3SMv3 default 0101 [-] 0.655 0.744 0.910 0.795 0.853
E3SMv3 default 0111 [-] 0.655 0.751 0.917 0.799 0.858
E3SMv3 default 0121 [-] 0.680 0.748 0.919 0.801 0.860
E3SMv3 default 0131 [-] 0.675 0.754 0.917 0.773 0.845
E3SMv3 default 0141 [-] 0.677 0.735 0.912 0.788 0.850
E3SMv3 default 0151 [-] 0.669 0.755 0.915 0.790 0.853
E3SMv3 default 0161 [-] 0.668 0.749 0.913 0.794 0.854
E3SMv3 default 0171 [-] 0.673 0.746 0.917 0.797 0.857
E3SMv3 default 0181 [-] 0.674 0.748 0.910 0.791 0.850
E3SMv3 default 0191 [-] 0.669 0.732 0.913 0.786 0.849
E3SMv3 default 0201 [-] 0.668 0.741 0.914 0.796 0.855
E3SMv3 default 0211 [-] 0.679 0.746 0.921 0.794 0.857
E3SMv3 default 0221 [-] 0.676 0.763 0.914 0.797 0.855
E3SMv3 default 0231 [-] 0.679 0.748 0.912 0.786 0.849
E3SMv3 default 0241 [-] 0.663 0.740 0.922 0.792 0.857
E3SMv3 default 0251 [-] 0.659 0.741 0.918 0.795 0.856
E3SMv3 default 0261 [-] 0.665 0.742 0.916 0.794 0.855
E3SMv3 default 0271 [-] 0.665 0.748 0.919 0.799 0.859
E3SMv3 default 0281 [-] 0.661 0.744 0.918 0.797 0.857
E3SMv3 default 0291 [-] 0.672 0.736 0.913 0.792 0.852
E3SMv3 default 0301 [-] 0.672 0.752 0.918 0.792 0.855
E3SMv3 default 0311 [-] 0.679 0.749 0.917 0.794 0.855
E3SMv3 default 0321 [-] 0.671 0.756 0.917 0.803 0.860
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 [-] 0.709 0.781 0.953 0.960 0.956
E3SMv3 default 0091 [-] 0.692 0.784 0.920 0.962 0.941
E3SMv3 default 0101 [-] 0.707 0.784 0.923 0.960 0.942
E3SMv3 default 0111 [-] 0.702 0.785 0.939 0.960 0.950
E3SMv3 default 0121 [-] 0.688 0.778 0.916 0.958 0.937
E3SMv3 default 0131 [-] 0.689 0.783 0.924 0.960 0.942
E3SMv3 default 0141 [-] 0.699 0.794 0.924 0.960 0.942
E3SMv3 default 0151 [-] 0.712 0.801 0.898 0.960 0.929
E3SMv3 default 0161 [-] 0.700 0.772 0.946 0.959 0.953
E3SMv3 default 0171 [-] 0.687 0.786 0.944 0.961 0.952
E3SMv3 default 0181 [-] 0.709 0.773 0.953 0.959 0.956
E3SMv3 default 0191 [-] 0.679 0.804 0.916 0.960 0.938
E3SMv3 default 0201 [-] 0.704 0.795 0.901 0.960 0.930
E3SMv3 default 0211 [-] 0.710 0.785 0.916 0.960 0.938
E3SMv3 default 0221 [-] 0.697 0.785 0.919 0.960 0.940
E3SMv3 default 0231 [-] 0.710 0.780 0.926 0.960 0.943
E3SMv3 default 0241 [-] 0.713 0.797 0.923 0.961 0.942
E3SMv3 default 0251 [-] 0.704 0.792 0.921 0.962 0.941
E3SMv3 default 0261 [-] 0.679 0.804 0.941 0.961 0.951
E3SMv3 default 0271 [-] 0.685 0.792 0.946 0.961 0.954
E3SMv3 default 0281 [-] 0.712 0.790 0.903 0.960 0.932
E3SMv3 default 0291 [-] 0.711 0.791 0.920 0.959 0.939
E3SMv3 default 0301 [-] 0.713 0.791 0.923 0.962 0.943
E3SMv3 default 0311 [-] 0.704 0.787 0.922 0.960 0.941
E3SMv3 default 0321 [-] 0.685 0.787 0.942 0.962 0.952
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 [-] 0.792 0.715 0.940 0.802 0.871
E3SMv3 default 0091 [-] 0.791 0.717 0.943 0.800 0.872
E3SMv3 default 0101 [-] 0.789 0.711 0.943 0.801 0.872
E3SMv3 default 0111 [-] 0.787 0.716 0.939 0.797 0.868
E3SMv3 default 0121 [-] 0.790 0.714 0.943 0.801 0.872
E3SMv3 default 0131 [-] 0.786 0.713 0.944 0.801 0.873
E3SMv3 default 0141 [-] 0.789 0.713 0.944 0.798 0.871
E3SMv3 default 0151 [-] 0.787 0.717 0.945 0.802 0.873
E3SMv3 default 0161 [-] 0.788 0.714 0.942 0.799 0.871
E3SMv3 default 0171 [-] 0.790 0.716 0.943 0.798 0.871
E3SMv3 default 0181 [-] 0.786 0.714 0.942 0.801 0.871
E3SMv3 default 0191 [-] 0.782 0.713 0.943 0.795 0.869
E3SMv3 default 0201 [-] 0.792 0.713 0.942 0.802 0.872
E3SMv3 default 0211 [-] 0.787 0.717 0.942 0.799 0.870
E3SMv3 default 0221 [-] 0.792 0.716 0.942 0.800 0.871
E3SMv3 default 0231 [-] 0.792 0.714 0.943 0.801 0.872
E3SMv3 default 0241 [-] 0.790 0.711 0.942 0.799 0.871
E3SMv3 default 0251 [-] 0.792 0.717 0.940 0.801 0.870
E3SMv3 default 0261 [-] 0.789 0.715 0.943 0.803 0.873
E3SMv3 default 0271 [-] 0.788 0.712 0.941 0.798 0.869
E3SMv3 default 0281 [-] 0.791 0.713 0.947 0.801 0.874
E3SMv3 default 0291 [-] 0.791 0.711 0.941 0.800 0.871
E3SMv3 default 0301 [-] 0.792 0.713 0.940 0.798 0.869
E3SMv3 default 0311 [-] 0.790 0.715 0.944 0.799 0.872
E3SMv3 default 0321 [-] 0.789 0.710 0.941 0.797 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 default 0051 [-] 0.721 0.748 0.892 0.882 0.887
E3SMv3 default 0091 [-] 0.720 0.754 0.892 0.883 0.887
E3SMv3 default 0101 [-] 0.728 0.741 0.885 0.882 0.884
E3SMv3 default 0111 [-] 0.720 0.747 0.892 0.882 0.887
E3SMv3 default 0121 [-] 0.719 0.741 0.887 0.884 0.885
E3SMv3 default 0131 [-] 0.717 0.740 0.888 0.883 0.886
E3SMv3 default 0141 [-] 0.721 0.747 0.894 0.885 0.890
E3SMv3 default 0151 [-] 0.711 0.754 0.885 0.876 0.881
E3SMv3 default 0161 [-] 0.723 0.745 0.894 0.884 0.889
E3SMv3 default 0171 [-] 0.714 0.744 0.890 0.881 0.886
E3SMv3 default 0181 [-] 0.724 0.737 0.894 0.877 0.885
E3SMv3 default 0191 [-] 0.712 0.745 0.890 0.873 0.881
E3SMv3 default 0201 [-] 0.724 0.745 0.894 0.876 0.885
E3SMv3 default 0211 [-] 0.716 0.743 0.886 0.883 0.884
E3SMv3 default 0221 [-] 0.717 0.754 0.886 0.888 0.887
E3SMv3 default 0231 [-] 0.734 0.756 0.885 0.882 0.883
E3SMv3 default 0241 [-] 0.718 0.735 0.889 0.878 0.884
E3SMv3 default 0251 [-] 0.720 0.746 0.891 0.884 0.888
E3SMv3 default 0261 [-] 0.722 0.747 0.891 0.885 0.888
E3SMv3 default 0271 [-] 0.717 0.743 0.894 0.879 0.886
E3SMv3 default 0281 [-] 0.728 0.752 0.889 0.875 0.882
E3SMv3 default 0291 [-] 0.721 0.733 0.886 0.875 0.881
E3SMv3 default 0301 [-] 0.721 0.744 0.894 0.879 0.887
E3SMv3 default 0311 [-] 0.724 0.745 0.884 0.878 0.881
E3SMv3 default 0321 [-] 0.723 0.741 0.889 0.878 0.883
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 [-] 0.649 0.596 0.888 0.882 0.885
E3SMv3 default 0091 [-] 0.647 0.591 0.890 0.883 0.887
E3SMv3 default 0101 [-] 0.657 0.601 0.887 0.882 0.884
E3SMv3 default 0111 [-] 0.639 0.606 0.887 0.880 0.884
E3SMv3 default 0121 [-] 0.641 0.597 0.887 0.881 0.884
E3SMv3 default 0131 [-] 0.646 0.609 0.885 0.881 0.883
E3SMv3 default 0141 [-] 0.653 0.596 0.887 0.883 0.885
E3SMv3 default 0151 [-] 0.652 0.601 0.889 0.882 0.886
E3SMv3 default 0161 [-] 0.653 0.597 0.884 0.880 0.882
E3SMv3 default 0171 [-] 0.665 0.583 0.887 0.881 0.884
E3SMv3 default 0181 [-] 0.648 0.592 0.886 0.882 0.884
E3SMv3 default 0191 [-] 0.664 0.608 0.887 0.885 0.886
E3SMv3 default 0201 [-] 0.650 0.594 0.888 0.881 0.885
E3SMv3 default 0211 [-] 0.640 0.584 0.888 0.881 0.885
E3SMv3 default 0221 [-] 0.663 0.573 0.885 0.883 0.884
E3SMv3 default 0231 [-] 0.644 0.608 0.887 0.880 0.883
E3SMv3 default 0241 [-] 0.643 0.606 0.885 0.880 0.883
E3SMv3 default 0251 [-] 0.653 0.592 0.888 0.882 0.885
E3SMv3 default 0261 [-] 0.650 0.597 0.890 0.881 0.886
E3SMv3 default 0271 [-] 0.654 0.591 0.884 0.881 0.882
E3SMv3 default 0281 [-] 0.655 0.604 0.889 0.883 0.886
E3SMv3 default 0291 [-] 0.638 0.604 0.883 0.880 0.882
E3SMv3 default 0301 [-] 0.650 0.578 0.884 0.880 0.882
E3SMv3 default 0311 [-] 0.655 0.592 0.886 0.881 0.883
E3SMv3 default 0321 [-] 0.655 0.591 0.888 0.883 0.886
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 [-] 0.731 0.773 0.886 0.810 0.848
E3SMv3 default 0091 [-] 0.752 0.772 0.865 0.812 0.839
E3SMv3 default 0101 [-] 0.738 0.768 0.880 0.805 0.842
E3SMv3 default 0111 [-] 0.732 0.777 0.876 0.811 0.843
E3SMv3 default 0121 [-] 0.735 0.776 0.887 0.807 0.847
E3SMv3 default 0131 [-] 0.726 0.772 0.867 0.828 0.847
E3SMv3 default 0141 [-] 0.734 0.774 0.885 0.808 0.847
E3SMv3 default 0151 [-] 0.727 0.773 0.888 0.804 0.846
E3SMv3 default 0161 [-] 0.730 0.777 0.867 0.806 0.836
E3SMv3 default 0171 [-] 0.733 0.772 0.885 0.812 0.848
E3SMv3 default 0181 [-] 0.735 0.777 0.891 0.800 0.845
E3SMv3 default 0191 [-] 0.724 0.772 0.860 0.797 0.829
E3SMv3 default 0201 [-] 0.733 0.771 0.896 0.799 0.847
E3SMv3 default 0211 [-] 0.729 0.773 0.870 0.805 0.838
E3SMv3 default 0221 [-] 0.731 0.773 0.880 0.813 0.847
E3SMv3 default 0231 [-] 0.737 0.772 0.892 0.806 0.849
E3SMv3 default 0241 [-] 0.736 0.770 0.873 0.827 0.850
E3SMv3 default 0251 [-] 0.732 0.777 0.879 0.813 0.846
E3SMv3 default 0261 [-] 0.733 0.774 0.866 0.815 0.840
E3SMv3 default 0271 [-] 0.732 0.771 0.887 0.811 0.849
E3SMv3 default 0281 [-] 0.735 0.771 0.855 0.802 0.829
E3SMv3 default 0291 [-] 0.732 0.770 0.880 0.798 0.839
E3SMv3 default 0301 [-] 0.734 0.771 0.881 0.809 0.845
E3SMv3 default 0311 [-] 0.736 0.772 0.898 0.805 0.852
E3SMv3 default 0321 [-] 0.746 0.771 0.862 0.805 0.833

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:
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