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 lowECS 0051 [-] 2.89 2.87 2.60 3.53 4.87 0.268 0.836 2.58 0.518 0.477 0.533 0.710 0.543
E3SMv3 lowECS 0091 [-] 2.90 2.88 2.60 3.52 4.87 0.274 0.853 2.77 0.515 0.470 0.509 0.696 0.532
E3SMv3 lowECS 0101 [-] 2.86 2.84 2.60 3.51 4.87 0.235 0.814 2.67 0.522 0.478 0.535 0.732 0.549
E3SMv3 lowECS 0111 [-] 2.87 2.85 2.60 3.51 4.87 0.243 0.824 2.74 0.520 0.476 0.510 0.733 0.543
E3SMv3 lowECS 0121 [-] 2.89 2.87 2.60 3.52 4.87 0.269 0.832 2.71 0.522 0.473 0.522 0.713 0.541
E3SMv3 lowECS 0131 [-] 2.87 2.85 2.60 3.52 4.87 0.247 0.819 2.72 0.524 0.480 0.518 0.730 0.546
E3SMv3 lowECS 0141 [-] 2.89 2.87 2.60 3.51 4.87 0.264 0.837 2.67 0.517 0.478 0.530 0.705 0.542
E3SMv3 lowECS 0151 [-] 2.86 2.84 2.60 3.51 4.87 0.237 0.813 2.72 0.523 0.480 0.522 0.717 0.544
E3SMv3 lowECS 0161 [-] 2.87 2.85 2.60 3.51 4.87 0.243 0.822 2.64 0.519 0.478 0.536 0.733 0.549
E3SMv3 lowECS 0171 [-] 2.86 2.84 2.60 3.51 4.87 0.239 0.825 2.68 0.519 0.476 0.521 0.731 0.544
E3SMv3 lowECS 0181 [-] 2.89 2.87 2.60 3.52 4.87 0.265 0.835 2.57 0.520 0.478 0.548 0.712 0.547
E3SMv3 lowECS 0191 [-] 2.88 2.86 2.60 3.52 4.87 0.253 0.821 2.67 0.523 0.479 0.525 0.730 0.547
E3SMv3 lowECS 0201 [-] 2.86 2.84 2.60 3.52 4.87 0.234 0.800 2.64 0.530 0.484 0.532 0.743 0.554
E3SMv3 lowECS 0211 [-] 2.87 2.85 2.60 3.51 4.87 0.251 0.833 2.67 0.519 0.474 0.521 0.707 0.539
E3SMv3 lowECS 0221 [-] 2.86 2.84 2.60 3.52 4.87 0.239 0.814 2.62 0.526 0.479 0.536 0.733 0.551
E3SMv3 lowECS 0231 [-] 2.86 2.84 2.60 3.51 4.87 0.239 0.824 2.69 0.518 0.478 0.520 0.726 0.544
E3SMv3 lowECS 0241 [-] 2.87 2.85 2.60 3.51 4.87 0.247 0.810 2.67 0.528 0.481 0.524 0.745 0.552
E3SMv3 lowECS 0251 [-] 2.88 2.86 2.60 3.52 4.87 0.256 0.832 2.66 0.521 0.478 0.527 0.716 0.544
E3SMv3 lowECS 0261 [-] 2.88 2.86 2.60 3.52 4.87 0.253 0.830 2.74 0.518 0.475 0.515 0.716 0.540
E3SMv3 lowECS 0271 [-] 2.87 2.85 2.60 3.52 4.87 0.251 0.828 2.69 0.520 0.476 0.522 0.734 0.546
E3SMv3 lowECS 0281 [-] 2.87 2.85 2.60 3.51 4.87 0.247 0.833 2.69 0.519 0.471 0.523 0.724 0.542
E3SMv3 lowECS 0291 [-] 2.89 2.87 2.60 3.53 4.87 0.263 0.840 2.70 0.517 0.471 0.522 0.703 0.537
E3SMv3 lowECS 0301 [-] 2.87 2.85 2.60 3.51 4.87 0.244 0.823 2.61 0.519 0.480 0.533 0.719 0.546
E3SMv3 lowECS 0311 [-] 2.87 2.85 2.60 3.51 4.87 0.250 0.822 2.73 0.524 0.478 0.516 0.722 0.543
E3SMv3 lowECS 0321 [-] 2.86 2.84 2.60 3.51 4.87 0.239 0.811 2.67 0.525 0.481 0.530 0.733 0.550
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 lowECS 0051 [-] 3.68 3.58 4.11 4.01 4.82 -0.527 0.760 2.28 0.335 0.513 0.638 0.954 0.591
E3SMv3 lowECS 0091 [-] 3.67 3.57 4.11 4.00 4.82 -0.532 0.753 2.35 0.336 0.522 0.620 0.941 0.588
E3SMv3 lowECS 0101 [-] 3.66 3.57 4.11 3.99 4.82 -0.537 0.760 2.34 0.333 0.525 0.622 0.947 0.590
E3SMv3 lowECS 0111 [-] 3.68 3.58 4.11 4.02 4.82 -0.522 0.750 2.37 0.339 0.519 0.624 0.947 0.590
E3SMv3 lowECS 0121 [-] 3.67 3.58 4.11 4.01 4.82 -0.529 0.753 2.27 0.337 0.525 0.633 0.949 0.594
E3SMv3 lowECS 0131 [-] 3.66 3.57 4.11 4.00 4.82 -0.538 0.759 2.27 0.334 0.520 0.631 0.946 0.590
E3SMv3 lowECS 0141 [-] 3.68 3.58 4.11 4.02 4.82 -0.522 0.752 2.42 0.340 0.521 0.613 0.951 0.589
E3SMv3 lowECS 0151 [-] 3.66 3.56 4.11 3.99 4.82 -0.543 0.758 2.28 0.332 0.528 0.634 0.946 0.594
E3SMv3 lowECS 0161 [-] 3.67 3.58 4.11 4.01 4.82 -0.530 0.755 2.32 0.335 0.526 0.626 0.949 0.593
E3SMv3 lowECS 0171 [-] 3.67 3.57 4.11 4.00 4.82 -0.535 0.755 2.32 0.336 0.527 0.627 0.947 0.593
E3SMv3 lowECS 0181 [-] 3.67 3.58 4.11 4.01 4.82 -0.529 0.756 2.26 0.338 0.519 0.634 0.949 0.592
E3SMv3 lowECS 0191 [-] 3.66 3.56 4.11 3.98 4.82 -0.544 0.765 2.24 0.331 0.514 0.635 0.940 0.587
E3SMv3 lowECS 0201 [-] 3.66 3.56 4.11 4.00 4.82 -0.542 0.761 2.21 0.331 0.527 0.641 0.951 0.596
E3SMv3 lowECS 0211 [-] 3.66 3.57 4.11 4.00 4.82 -0.537 0.760 2.29 0.333 0.519 0.632 0.949 0.591
E3SMv3 lowECS 0221 [-] 3.66 3.57 4.11 4.00 4.82 -0.539 0.760 2.29 0.335 0.514 0.635 0.948 0.589
E3SMv3 lowECS 0231 [-] 3.68 3.58 4.11 4.01 4.82 -0.527 0.755 2.39 0.335 0.525 0.620 0.951 0.591
E3SMv3 lowECS 0241 [-] 3.67 3.57 4.11 4.00 4.82 -0.535 0.758 2.33 0.333 0.526 0.626 0.948 0.592
E3SMv3 lowECS 0251 [-] 3.68 3.58 4.11 4.02 4.82 -0.523 0.752 2.28 0.339 0.520 0.634 0.952 0.593
E3SMv3 lowECS 0261 [-] 3.68 3.58 4.11 4.01 4.82 -0.522 0.745 2.43 0.339 0.528 0.605 0.949 0.590
E3SMv3 lowECS 0271 [-] 3.67 3.57 4.11 4.01 4.82 -0.531 0.755 2.29 0.335 0.523 0.639 0.950 0.594
E3SMv3 lowECS 0281 [-] 3.67 3.57 4.11 4.00 4.82 -0.537 0.761 2.28 0.331 0.529 0.636 0.954 0.596
E3SMv3 lowECS 0291 [-] 3.67 3.57 4.11 4.00 4.82 -0.531 0.752 2.23 0.336 0.530 0.650 0.946 0.598
E3SMv3 lowECS 0301 [-] 3.67 3.57 4.11 4.01 4.82 -0.536 0.759 2.30 0.333 0.531 0.628 0.958 0.596
E3SMv3 lowECS 0311 [-] 3.67 3.57 4.11 4.00 4.82 -0.534 0.759 2.26 0.335 0.520 0.637 0.949 0.592
E3SMv3 lowECS 0321 [-] 3.68 3.58 4.11 4.01 4.82 -0.527 0.750 2.27 0.337 0.524 0.627 0.951 0.593
Download Data
Period Mean (original grids) [mm d-1]
Model Period Mean (intersection) [mm d-1]
Benchmark Period Mean (intersection) [mm d-1]
Model Period Mean (complement) [mm d-1]
Benchmark Period Mean (complement) [mm d-1]
Bias [mm d-1]
RMSE [mm d-1]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 1.35
E3SMv3 lowECS 0051 [-] 1.53 1.51 1.35 2.08 2.43 0.159 0.576 1.15 0.595 0.569 0.770 0.969 0.694
E3SMv3 lowECS 0091 [-] 1.53 1.50 1.35 2.08 2.43 0.156 0.575 1.19 0.595 0.570 0.765 0.969 0.694
E3SMv3 lowECS 0101 [-] 1.52 1.49 1.35 2.07 2.43 0.148 0.570 1.14 0.597 0.572 0.771 0.969 0.696
E3SMv3 lowECS 0111 [-] 1.53 1.50 1.35 2.07 2.43 0.153 0.572 1.17 0.598 0.570 0.766 0.969 0.695
E3SMv3 lowECS 0121 [-] 1.53 1.50 1.35 2.07 2.43 0.155 0.577 1.15 0.597 0.567 0.769 0.969 0.694
E3SMv3 lowECS 0131 [-] 1.52 1.50 1.35 2.07 2.43 0.151 0.573 1.17 0.598 0.569 0.765 0.969 0.694
E3SMv3 lowECS 0141 [-] 1.52 1.50 1.35 2.07 2.43 0.151 0.573 1.15 0.596 0.570 0.770 0.969 0.695
E3SMv3 lowECS 0151 [-] 1.52 1.50 1.35 2.07 2.43 0.150 0.571 1.16 0.597 0.572 0.766 0.969 0.695
E3SMv3 lowECS 0161 [-] 1.52 1.49 1.35 2.07 2.43 0.144 0.570 1.16 0.597 0.569 0.772 0.969 0.695
E3SMv3 lowECS 0171 [-] 1.52 1.49 1.35 2.07 2.43 0.143 0.569 1.14 0.597 0.569 0.769 0.969 0.695
E3SMv3 lowECS 0181 [-] 1.52 1.49 1.35 2.07 2.43 0.148 0.570 1.12 0.597 0.569 0.773 0.969 0.695
E3SMv3 lowECS 0191 [-] 1.52 1.50 1.35 2.07 2.43 0.152 0.576 1.15 0.594 0.566 0.770 0.968 0.693
E3SMv3 lowECS 0201 [-] 1.52 1.49 1.35 2.07 2.43 0.148 0.569 1.14 0.598 0.572 0.770 0.969 0.696
E3SMv3 lowECS 0211 [-] 1.53 1.50 1.35 2.07 2.43 0.155 0.577 1.15 0.595 0.569 0.772 0.968 0.695
E3SMv3 lowECS 0221 [-] 1.52 1.49 1.35 2.07 2.43 0.145 0.570 1.15 0.598 0.567 0.769 0.969 0.694
E3SMv3 lowECS 0231 [-] 1.52 1.49 1.35 2.07 2.43 0.147 0.575 1.17 0.593 0.567 0.767 0.968 0.693
E3SMv3 lowECS 0241 [-] 1.52 1.50 1.35 2.07 2.43 0.148 0.568 1.14 0.600 0.571 0.766 0.969 0.695
E3SMv3 lowECS 0251 [-] 1.52 1.50 1.35 2.07 2.43 0.151 0.575 1.14 0.596 0.570 0.772 0.969 0.695
E3SMv3 lowECS 0261 [-] 1.53 1.51 1.35 2.08 2.43 0.159 0.578 1.15 0.595 0.568 0.765 0.969 0.693
E3SMv3 lowECS 0271 [-] 1.52 1.50 1.35 2.07 2.43 0.149 0.571 1.14 0.598 0.569 0.772 0.969 0.696
E3SMv3 lowECS 0281 [-] 1.53 1.50 1.35 2.07 2.43 0.153 0.574 1.15 0.595 0.570 0.771 0.969 0.695
E3SMv3 lowECS 0291 [-] 1.53 1.50 1.35 2.07 2.43 0.153 0.575 1.16 0.597 0.568 0.771 0.969 0.695
E3SMv3 lowECS 0301 [-] 1.53 1.50 1.35 2.07 2.43 0.158 0.579 1.14 0.595 0.569 0.772 0.968 0.695
E3SMv3 lowECS 0311 [-] 1.52 1.49 1.35 2.07 2.43 0.147 0.571 1.16 0.597 0.568 0.771 0.969 0.694
E3SMv3 lowECS 0321 [-] 1.52 1.50 1.35 2.07 2.43 0.148 0.569 1.16 0.598 0.573 0.774 0.969 0.697
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 lowECS 0051 [-] 0.832 0.833 0.864 0.818 0.771 -0.0306 0.345 0.456 0.873 0.741 0.966 0.983 0.861
E3SMv3 lowECS 0091 [-] 0.825 0.826 0.864 0.810 0.771 -0.0379 0.343 0.481 0.874 0.741 0.965 0.980 0.860
E3SMv3 lowECS 0101 [-] 0.822 0.823 0.864 0.803 0.771 -0.0409 0.347 0.450 0.872 0.739 0.967 0.981 0.859
E3SMv3 lowECS 0111 [-] 0.824 0.825 0.864 0.813 0.771 -0.0385 0.345 0.464 0.874 0.739 0.965 0.980 0.859
E3SMv3 lowECS 0121 [-] 0.827 0.828 0.864 0.815 0.771 -0.0358 0.349 0.464 0.871 0.737 0.966 0.981 0.858
E3SMv3 lowECS 0131 [-] 0.824 0.824 0.864 0.812 0.771 -0.0395 0.350 0.468 0.872 0.736 0.966 0.980 0.858
E3SMv3 lowECS 0141 [-] 0.825 0.826 0.864 0.811 0.771 -0.0376 0.347 0.478 0.874 0.738 0.965 0.980 0.859
E3SMv3 lowECS 0151 [-] 0.823 0.823 0.864 0.810 0.771 -0.0403 0.346 0.462 0.873 0.739 0.966 0.980 0.860
E3SMv3 lowECS 0161 [-] 0.816 0.818 0.864 0.797 0.771 -0.0460 0.348 0.455 0.873 0.737 0.966 0.980 0.859
E3SMv3 lowECS 0171 [-] 0.821 0.823 0.864 0.802 0.771 -0.0412 0.347 0.452 0.872 0.738 0.967 0.980 0.859
E3SMv3 lowECS 0181 [-] 0.826 0.827 0.864 0.812 0.771 -0.0370 0.348 0.458 0.872 0.737 0.966 0.980 0.859
E3SMv3 lowECS 0191 [-] 0.826 0.827 0.864 0.813 0.771 -0.0370 0.348 0.469 0.871 0.738 0.965 0.981 0.859
E3SMv3 lowECS 0201 [-] 0.826 0.827 0.864 0.810 0.771 -0.0367 0.341 0.467 0.875 0.742 0.965 0.982 0.861
E3SMv3 lowECS 0211 [-] 0.820 0.821 0.864 0.809 0.771 -0.0430 0.345 0.447 0.876 0.739 0.967 0.980 0.860
E3SMv3 lowECS 0221 [-] 0.821 0.822 0.864 0.810 0.771 -0.0416 0.344 0.450 0.874 0.739 0.967 0.981 0.860
E3SMv3 lowECS 0231 [-] 0.823 0.824 0.864 0.810 0.771 -0.0397 0.347 0.461 0.872 0.738 0.966 0.980 0.859
E3SMv3 lowECS 0241 [-] 0.820 0.821 0.864 0.804 0.771 -0.0423 0.348 0.419 0.872 0.738 0.970 0.979 0.859
E3SMv3 lowECS 0251 [-] 0.821 0.822 0.864 0.805 0.771 -0.0415 0.348 0.460 0.873 0.737 0.966 0.980 0.858
E3SMv3 lowECS 0261 [-] 0.832 0.833 0.864 0.817 0.771 -0.0311 0.344 0.457 0.873 0.742 0.966 0.983 0.861
E3SMv3 lowECS 0271 [-] 0.823 0.824 0.864 0.807 0.771 -0.0400 0.345 0.461 0.873 0.739 0.966 0.981 0.860
E3SMv3 lowECS 0281 [-] 0.830 0.831 0.864 0.813 0.771 -0.0330 0.342 0.451 0.872 0.743 0.966 0.983 0.862
E3SMv3 lowECS 0291 [-] 0.821 0.823 0.864 0.804 0.771 -0.0411 0.345 0.466 0.873 0.740 0.966 0.980 0.860
E3SMv3 lowECS 0301 [-] 0.827 0.828 0.864 0.808 0.771 -0.0356 0.348 0.458 0.870 0.738 0.966 0.982 0.859
E3SMv3 lowECS 0311 [-] 0.824 0.825 0.864 0.808 0.771 -0.0390 0.346 0.465 0.873 0.739 0.966 0.980 0.859
E3SMv3 lowECS 0321 [-] 0.820 0.821 0.864 0.806 0.771 -0.0431 0.346 0.472 0.875 0.738 0.966 0.980 0.859
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 lowECS 0051 [-] 3.33 3.33 3.68 3.22 5.01 -0.355 0.777 2.66 0.455 0.351 0.553 0.972 0.536
E3SMv3 lowECS 0091 [-] 3.33 3.33 3.68 3.26 5.01 -0.351 0.773 2.67 0.455 0.352 0.552 0.970 0.536
E3SMv3 lowECS 0101 [-] 3.33 3.34 3.68 3.24 5.01 -0.347 0.758 2.61 0.458 0.361 0.561 0.970 0.542
E3SMv3 lowECS 0111 [-] 3.34 3.34 3.68 3.23 5.01 -0.346 0.763 2.66 0.462 0.357 0.554 0.973 0.540
E3SMv3 lowECS 0121 [-] 3.33 3.33 3.68 3.22 5.01 -0.350 0.778 2.66 0.460 0.350 0.556 0.979 0.539
E3SMv3 lowECS 0131 [-] 3.33 3.33 3.68 3.23 5.01 -0.351 0.778 2.66 0.458 0.350 0.552 0.975 0.537
E3SMv3 lowECS 0141 [-] 3.33 3.33 3.68 3.21 5.01 -0.355 0.776 2.64 0.458 0.351 0.557 0.980 0.540
E3SMv3 lowECS 0151 [-] 3.34 3.34 3.68 3.24 5.01 -0.346 0.765 2.72 0.460 0.355 0.537 0.972 0.536
E3SMv3 lowECS 0161 [-] 3.32 3.32 3.68 3.23 5.01 -0.360 0.775 2.62 0.456 0.356 0.560 0.978 0.541
E3SMv3 lowECS 0171 [-] 3.32 3.33 3.68 3.23 5.01 -0.359 0.779 2.65 0.452 0.353 0.556 0.976 0.538
E3SMv3 lowECS 0181 [-] 3.32 3.33 3.68 3.22 5.01 -0.357 0.780 2.65 0.455 0.355 0.556 0.982 0.541
E3SMv3 lowECS 0191 [-] 3.31 3.31 3.68 3.22 5.01 -0.375 0.802 2.63 0.446 0.341 0.561 0.982 0.534
E3SMv3 lowECS 0201 [-] 3.33 3.33 3.68 3.24 5.01 -0.356 0.772 2.72 0.455 0.355 0.539 0.973 0.535
E3SMv3 lowECS 0211 [-] 3.32 3.32 3.68 3.24 5.01 -0.361 0.779 2.54 0.453 0.350 0.576 0.974 0.541
E3SMv3 lowECS 0221 [-] 3.33 3.33 3.68 3.23 5.01 -0.357 0.784 2.75 0.453 0.346 0.535 0.973 0.531
E3SMv3 lowECS 0231 [-] 3.30 3.30 3.68 3.21 5.01 -0.383 0.806 2.65 0.443 0.341 0.554 0.981 0.532
E3SMv3 lowECS 0241 [-] 3.35 3.35 3.68 3.24 5.01 -0.332 0.759 2.73 0.466 0.356 0.538 0.974 0.538
E3SMv3 lowECS 0251 [-] 3.33 3.33 3.68 3.23 5.01 -0.352 0.773 2.60 0.457 0.354 0.565 0.979 0.542
E3SMv3 lowECS 0261 [-] 3.33 3.33 3.68 3.22 5.01 -0.354 0.783 2.69 0.456 0.349 0.543 0.981 0.535
E3SMv3 lowECS 0271 [-] 3.34 3.34 3.68 3.25 5.01 -0.342 0.767 2.55 0.463 0.353 0.577 0.973 0.544
E3SMv3 lowECS 0281 [-] 3.33 3.33 3.68 3.21 5.01 -0.351 0.768 2.60 0.457 0.357 0.566 0.976 0.543
E3SMv3 lowECS 0291 [-] 3.34 3.34 3.68 3.23 5.01 -0.346 0.774 2.59 0.462 0.349 0.568 0.975 0.541
E3SMv3 lowECS 0301 [-] 3.34 3.34 3.68 3.25 5.01 -0.346 0.767 2.64 0.460 0.354 0.555 0.973 0.539
E3SMv3 lowECS 0311 [-] 3.32 3.32 3.68 3.23 5.01 -0.366 0.793 2.56 0.450 0.345 0.580 0.979 0.540
E3SMv3 lowECS 0321 [-] 3.34 3.34 3.68 3.23 5.01 -0.344 0.759 2.56 0.460 0.361 0.572 0.978 0.546
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 lowECS 0051 [-] 1.18 1.14 1.06 1.77 1.89 0.0794 0.465 0.525 0.793 0.710 0.958 0.972 0.828
E3SMv3 lowECS 0091 [-] 1.17 1.14 1.06 1.76 1.89 0.0734 0.462 0.519 0.796 0.710 0.958 0.970 0.829
E3SMv3 lowECS 0101 [-] 1.16 1.13 1.06 1.75 1.89 0.0658 0.460 0.504 0.797 0.710 0.959 0.971 0.830
E3SMv3 lowECS 0111 [-] 1.17 1.13 1.06 1.76 1.89 0.0728 0.464 0.529 0.795 0.709 0.956 0.969 0.828
E3SMv3 lowECS 0121 [-] 1.17 1.14 1.06 1.77 1.89 0.0739 0.465 0.517 0.795 0.708 0.957 0.970 0.828
E3SMv3 lowECS 0131 [-] 1.17 1.13 1.06 1.77 1.89 0.0673 0.463 0.527 0.796 0.708 0.958 0.972 0.828
E3SMv3 lowECS 0141 [-] 1.17 1.13 1.06 1.76 1.89 0.0711 0.464 0.527 0.795 0.709 0.956 0.970 0.828
E3SMv3 lowECS 0151 [-] 1.17 1.13 1.06 1.76 1.89 0.0701 0.461 0.518 0.796 0.711 0.958 0.971 0.829
E3SMv3 lowECS 0161 [-] 1.17 1.13 1.06 1.76 1.89 0.0662 0.463 0.508 0.795 0.708 0.959 0.971 0.828
E3SMv3 lowECS 0171 [-] 1.17 1.13 1.06 1.75 1.89 0.0673 0.464 0.501 0.796 0.708 0.959 0.968 0.828
E3SMv3 lowECS 0181 [-] 1.17 1.13 1.06 1.76 1.89 0.0697 0.463 0.508 0.795 0.708 0.959 0.970 0.828
E3SMv3 lowECS 0191 [-] 1.18 1.14 1.06 1.76 1.89 0.0778 0.469 0.540 0.793 0.707 0.956 0.969 0.826
E3SMv3 lowECS 0201 [-] 1.17 1.13 1.06 1.76 1.89 0.0689 0.457 0.513 0.797 0.712 0.957 0.970 0.830
E3SMv3 lowECS 0211 [-] 1.17 1.13 1.06 1.76 1.89 0.0673 0.460 0.505 0.797 0.710 0.958 0.971 0.829
E3SMv3 lowECS 0221 [-] 1.17 1.13 1.06 1.76 1.89 0.0693 0.462 0.509 0.796 0.709 0.958 0.970 0.829
E3SMv3 lowECS 0231 [-] 1.17 1.13 1.06 1.76 1.89 0.0716 0.464 0.524 0.794 0.709 0.958 0.971 0.828
E3SMv3 lowECS 0241 [-] 1.17 1.13 1.06 1.75 1.89 0.0668 0.463 0.496 0.795 0.708 0.960 0.970 0.828
E3SMv3 lowECS 0251 [-] 1.16 1.13 1.06 1.75 1.89 0.0653 0.462 0.528 0.796 0.709 0.957 0.970 0.828
E3SMv3 lowECS 0261 [-] 1.17 1.14 1.06 1.77 1.89 0.0757 0.461 0.509 0.796 0.711 0.958 0.971 0.830
E3SMv3 lowECS 0271 [-] 1.16 1.12 1.06 1.75 1.89 0.0622 0.458 0.511 0.798 0.710 0.957 0.968 0.829
E3SMv3 lowECS 0281 [-] 1.18 1.14 1.06 1.78 1.89 0.0777 0.460 0.512 0.794 0.713 0.958 0.972 0.830
E3SMv3 lowECS 0291 [-] 1.17 1.13 1.06 1.76 1.89 0.0697 0.462 0.532 0.796 0.711 0.957 0.969 0.829
E3SMv3 lowECS 0301 [-] 1.17 1.14 1.06 1.76 1.89 0.0751 0.465 0.515 0.793 0.709 0.958 0.971 0.828
E3SMv3 lowECS 0311 [-] 1.17 1.13 1.06 1.76 1.89 0.0672 0.461 0.523 0.797 0.709 0.957 0.970 0.828
E3SMv3 lowECS 0321 [-] 1.16 1.13 1.06 1.76 1.89 0.0651 0.459 0.507 0.798 0.711 0.958 0.969 0.830

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 lowECS 0051 [-] 0.680 0.754 0.914 0.847 0.881
E3SMv3 lowECS 0091 [-] 0.668 0.751 0.910 0.842 0.876
E3SMv3 lowECS 0101 [-] 0.681 0.753 0.911 0.861 0.886
E3SMv3 lowECS 0111 [-] 0.683 0.748 0.908 0.854 0.881
E3SMv3 lowECS 0121 [-] 0.669 0.760 0.914 0.851 0.883
E3SMv3 lowECS 0131 [-] 0.676 0.757 0.908 0.859 0.883
E3SMv3 lowECS 0141 [-] 0.667 0.752 0.914 0.851 0.882
E3SMv3 lowECS 0151 [-] 0.672 0.749 0.906 0.863 0.884
E3SMv3 lowECS 0161 [-] 0.668 0.754 0.909 0.860 0.885
E3SMv3 lowECS 0171 [-] 0.673 0.753 0.908 0.855 0.881
E3SMv3 lowECS 0181 [-] 0.667 0.748 0.906 0.852 0.879
E3SMv3 lowECS 0191 [-] 0.674 0.756 0.912 0.860 0.886
E3SMv3 lowECS 0201 [-] 0.666 0.754 0.916 0.871 0.894
E3SMv3 lowECS 0211 [-] 0.672 0.751 0.911 0.855 0.883
E3SMv3 lowECS 0221 [-] 0.671 0.760 0.911 0.864 0.887
E3SMv3 lowECS 0231 [-] 0.673 0.750 0.910 0.861 0.885
E3SMv3 lowECS 0241 [-] 0.682 0.760 0.914 0.860 0.887
E3SMv3 lowECS 0251 [-] 0.666 0.757 0.914 0.851 0.882
E3SMv3 lowECS 0261 [-] 0.670 0.757 0.910 0.858 0.884
E3SMv3 lowECS 0271 [-] 0.672 0.754 0.910 0.859 0.885
E3SMv3 lowECS 0281 [-] 0.672 0.749 0.906 0.862 0.884
E3SMv3 lowECS 0291 [-] 0.661 0.758 0.911 0.859 0.885
E3SMv3 lowECS 0301 [-] 0.665 0.749 0.905 0.860 0.883
E3SMv3 lowECS 0311 [-] 0.666 0.746 0.908 0.853 0.881
E3SMv3 lowECS 0321 [-] 0.688 0.752 0.911 0.867 0.889
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 lowECS 0051 [-] 0.721 0.736 0.916 0.846 0.881
E3SMv3 lowECS 0091 [-] 0.705 0.732 0.900 0.851 0.876
E3SMv3 lowECS 0101 [-] 0.694 0.747 0.902 0.848 0.875
E3SMv3 lowECS 0111 [-] 0.742 0.742 0.900 0.851 0.876
E3SMv3 lowECS 0121 [-] 0.722 0.739 0.886 0.847 0.867
E3SMv3 lowECS 0131 [-] 0.725 0.728 0.911 0.847 0.879
E3SMv3 lowECS 0141 [-] 0.726 0.751 0.911 0.849 0.880
E3SMv3 lowECS 0151 [-] 0.735 0.734 0.894 0.848 0.871
E3SMv3 lowECS 0161 [-] 0.768 0.741 0.906 0.849 0.878
E3SMv3 lowECS 0171 [-] 0.727 0.738 0.905 0.852 0.878
E3SMv3 lowECS 0181 [-] 0.701 0.752 0.894 0.848 0.871
E3SMv3 lowECS 0191 [-] 0.709 0.742 0.892 0.846 0.869
E3SMv3 lowECS 0201 [-] 0.742 0.733 0.905 0.847 0.876
E3SMv3 lowECS 0211 [-] 0.711 0.746 0.909 0.850 0.879
E3SMv3 lowECS 0221 [-] 0.719 0.745 0.901 0.847 0.874
E3SMv3 lowECS 0231 [-] 0.719 0.743 0.908 0.848 0.878
E3SMv3 lowECS 0241 [-] 0.742 0.747 0.910 0.848 0.879
E3SMv3 lowECS 0251 [-] 0.723 0.749 0.905 0.849 0.877
E3SMv3 lowECS 0261 [-] 0.734 0.736 0.914 0.848 0.881
E3SMv3 lowECS 0271 [-] 0.715 0.736 0.910 0.849 0.879
E3SMv3 lowECS 0281 [-] 0.744 0.728 0.901 0.846 0.874
E3SMv3 lowECS 0291 [-] 0.731 0.748 0.904 0.849 0.876
E3SMv3 lowECS 0301 [-] 0.722 0.734 0.901 0.847 0.874
E3SMv3 lowECS 0311 [-] 0.713 0.738 0.903 0.846 0.875
E3SMv3 lowECS 0321 [-] 0.717 0.738 0.903 0.850 0.877
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 lowECS 0051 [-] 0.796 0.738 0.877 0.810 0.844
E3SMv3 lowECS 0091 [-] 0.798 0.740 0.880 0.809 0.844
E3SMv3 lowECS 0101 [-] 0.795 0.745 0.876 0.814 0.845
E3SMv3 lowECS 0111 [-] 0.794 0.743 0.875 0.809 0.842
E3SMv3 lowECS 0121 [-] 0.800 0.739 0.871 0.812 0.842
E3SMv3 lowECS 0131 [-] 0.794 0.741 0.871 0.814 0.842
E3SMv3 lowECS 0141 [-] 0.796 0.741 0.876 0.813 0.845
E3SMv3 lowECS 0151 [-] 0.795 0.740 0.874 0.815 0.844
E3SMv3 lowECS 0161 [-] 0.796 0.747 0.875 0.815 0.845
E3SMv3 lowECS 0171 [-] 0.797 0.745 0.875 0.813 0.844
E3SMv3 lowECS 0181 [-] 0.796 0.742 0.870 0.815 0.842
E3SMv3 lowECS 0191 [-] 0.797 0.738 0.870 0.811 0.841
E3SMv3 lowECS 0201 [-] 0.800 0.741 0.872 0.816 0.844
E3SMv3 lowECS 0211 [-] 0.796 0.742 0.871 0.810 0.841
E3SMv3 lowECS 0221 [-] 0.796 0.743 0.874 0.815 0.844
E3SMv3 lowECS 0231 [-] 0.791 0.742 0.869 0.814 0.842
E3SMv3 lowECS 0241 [-] 0.793 0.743 0.870 0.814 0.842
E3SMv3 lowECS 0251 [-] 0.799 0.742 0.873 0.813 0.843
E3SMv3 lowECS 0261 [-] 0.800 0.740 0.863 0.813 0.838
E3SMv3 lowECS 0271 [-] 0.795 0.742 0.870 0.814 0.842
E3SMv3 lowECS 0281 [-] 0.800 0.742 0.871 0.812 0.842
E3SMv3 lowECS 0291 [-] 0.799 0.740 0.871 0.814 0.842
E3SMv3 lowECS 0301 [-] 0.797 0.736 0.872 0.810 0.841
E3SMv3 lowECS 0311 [-] 0.801 0.742 0.876 0.816 0.846
E3SMv3 lowECS 0321 [-] 0.792 0.744 0.871 0.814 0.842
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 lowECS 0051 [-] 0.732 0.771 0.865 0.904 0.884
E3SMv3 lowECS 0091 [-] 0.732 0.778 0.843 0.910 0.877
E3SMv3 lowECS 0101 [-] 0.728 0.772 0.862 0.915 0.889
E3SMv3 lowECS 0111 [-] 0.721 0.778 0.839 0.911 0.875
E3SMv3 lowECS 0121 [-] 0.739 0.764 0.835 0.907 0.871
E3SMv3 lowECS 0131 [-] 0.728 0.775 0.844 0.907 0.875
E3SMv3 lowECS 0141 [-] 0.735 0.778 0.856 0.910 0.883
E3SMv3 lowECS 0151 [-] 0.727 0.778 0.855 0.911 0.883
E3SMv3 lowECS 0161 [-] 0.733 0.786 0.856 0.915 0.886
E3SMv3 lowECS 0171 [-] 0.728 0.783 0.847 0.917 0.882
E3SMv3 lowECS 0181 [-] 0.737 0.778 0.830 0.908 0.869
E3SMv3 lowECS 0191 [-] 0.732 0.770 0.861 0.905 0.883
E3SMv3 lowECS 0201 [-] 0.742 0.778 0.846 0.908 0.877
E3SMv3 lowECS 0211 [-] 0.721 0.780 0.862 0.913 0.888
E3SMv3 lowECS 0221 [-] 0.727 0.768 0.868 0.910 0.889
E3SMv3 lowECS 0231 [-] 0.716 0.778 0.844 0.909 0.876
E3SMv3 lowECS 0241 [-] 0.722 0.771 0.846 0.914 0.880
E3SMv3 lowECS 0251 [-] 0.737 0.781 0.837 0.914 0.875
E3SMv3 lowECS 0261 [-] 0.743 0.775 0.842 0.907 0.875
E3SMv3 lowECS 0271 [-] 0.738 0.779 0.861 0.912 0.886
E3SMv3 lowECS 0281 [-] 0.741 0.773 0.833 0.911 0.872
E3SMv3 lowECS 0291 [-] 0.732 0.771 0.846 0.915 0.881
E3SMv3 lowECS 0301 [-] 0.739 0.764 0.835 0.910 0.873
E3SMv3 lowECS 0311 [-] 0.737 0.780 0.862 0.912 0.887
E3SMv3 lowECS 0321 [-] 0.724 0.786 0.841 0.912 0.877
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 lowECS 0051 [-] 0.621 0.801 0.853 0.912 0.882
E3SMv3 lowECS 0091 [-] 0.605 0.799 0.852 0.910 0.881
E3SMv3 lowECS 0101 [-] 0.631 0.801 0.845 0.912 0.879
E3SMv3 lowECS 0111 [-] 0.622 0.804 0.851 0.913 0.882
E3SMv3 lowECS 0121 [-] 0.591 0.815 0.852 0.911 0.882
E3SMv3 lowECS 0131 [-] 0.595 0.806 0.843 0.910 0.877
E3SMv3 lowECS 0141 [-] 0.600 0.815 0.851 0.910 0.881
E3SMv3 lowECS 0151 [-] 0.614 0.793 0.847 0.912 0.879
E3SMv3 lowECS 0161 [-] 0.612 0.799 0.850 0.910 0.880
E3SMv3 lowECS 0171 [-] 0.609 0.803 0.851 0.908 0.879
E3SMv3 lowECS 0181 [-] 0.589 0.807 0.855 0.906 0.880
E3SMv3 lowECS 0191 [-] 0.600 0.800 0.853 0.909 0.881
E3SMv3 lowECS 0201 [-] 0.607 0.798 0.853 0.912 0.882
E3SMv3 lowECS 0211 [-] 0.600 0.801 0.847 0.912 0.880
E3SMv3 lowECS 0221 [-] 0.582 0.803 0.852 0.910 0.881
E3SMv3 lowECS 0231 [-] 0.620 0.794 0.848 0.906 0.877
E3SMv3 lowECS 0241 [-] 0.617 0.816 0.846 0.912 0.879
E3SMv3 lowECS 0251 [-] 0.569 0.811 0.851 0.908 0.880
E3SMv3 lowECS 0261 [-] 0.600 0.807 0.852 0.911 0.881
E3SMv3 lowECS 0271 [-] 0.584 0.809 0.850 0.912 0.881
E3SMv3 lowECS 0281 [-] 0.618 0.809 0.855 0.911 0.883
E3SMv3 lowECS 0291 [-] 0.614 0.813 0.847 0.912 0.880
E3SMv3 lowECS 0301 [-] 0.611 0.803 0.847 0.913 0.880
E3SMv3 lowECS 0311 [-] 0.613 0.801 0.853 0.908 0.880
E3SMv3 lowECS 0321 [-] 0.610 0.807 0.848 0.910 0.879
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 lowECS 0051 [-] 0.733 0.779 0.867 0.842 0.854
E3SMv3 lowECS 0091 [-] 0.740 0.775 0.871 0.842 0.856
E3SMv3 lowECS 0101 [-] 0.738 0.784 0.869 0.843 0.856
E3SMv3 lowECS 0111 [-] 0.730 0.783 0.882 0.835 0.858
E3SMv3 lowECS 0121 [-] 0.743 0.775 0.878 0.841 0.860
E3SMv3 lowECS 0131 [-] 0.733 0.782 0.861 0.845 0.853
E3SMv3 lowECS 0141 [-] 0.741 0.776 0.860 0.839 0.849
E3SMv3 lowECS 0151 [-] 0.737 0.779 0.849 0.838 0.843
E3SMv3 lowECS 0161 [-] 0.740 0.782 0.852 0.838 0.845
E3SMv3 lowECS 0171 [-] 0.735 0.779 0.861 0.840 0.851
E3SMv3 lowECS 0181 [-] 0.744 0.775 0.882 0.840 0.861
E3SMv3 lowECS 0191 [-] 0.739 0.777 0.878 0.840 0.859
E3SMv3 lowECS 0201 [-] 0.743 0.782 0.873 0.849 0.861
E3SMv3 lowECS 0211 [-] 0.734 0.783 0.870 0.837 0.853
E3SMv3 lowECS 0221 [-] 0.736 0.782 0.862 0.837 0.849
E3SMv3 lowECS 0231 [-] 0.727 0.783 0.861 0.835 0.848
E3SMv3 lowECS 0241 [-] 0.732 0.779 0.861 0.838 0.849
E3SMv3 lowECS 0251 [-] 0.745 0.780 0.857 0.840 0.849
E3SMv3 lowECS 0261 [-] 0.741 0.778 0.877 0.846 0.861
E3SMv3 lowECS 0271 [-] 0.741 0.779 0.856 0.849 0.853
E3SMv3 lowECS 0281 [-] 0.744 0.775 0.872 0.840 0.856
E3SMv3 lowECS 0291 [-] 0.744 0.782 0.850 0.840 0.845
E3SMv3 lowECS 0301 [-] 0.740 0.780 0.874 0.845 0.859
E3SMv3 lowECS 0311 [-] 0.747 0.783 0.860 0.848 0.854
E3SMv3 lowECS 0321 [-] 0.732 0.782 0.854 0.841 0.847

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