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 lowECS 0051 [-] 2.89 2.87 2.24 3.36 0.622 1.06 2.82 0.590 0.449 0.524 0.733 0.549
E3SMv3 lowECS 0091 [-] 2.92 2.90 2.24 3.39 0.652 1.09 2.83 0.578 0.452 0.530 0.685 0.539
E3SMv3 lowECS 0101 [-] 2.85 2.83 2.24 3.35 0.591 1.04 2.87 0.589 0.455 0.517 0.751 0.553
E3SMv3 lowECS 0111 [-] 2.86 2.84 2.24 3.33 0.598 1.04 2.79 0.594 0.451 0.539 0.757 0.558
E3SMv3 lowECS 0121 [-] 2.90 2.88 2.24 3.37 0.637 1.06 2.82 0.589 0.454 0.521 0.720 0.547
E3SMv3 lowECS 0131 [-] 2.89 2.87 2.24 3.37 0.622 1.06 2.80 0.590 0.456 0.529 0.747 0.556
E3SMv3 lowECS 0141 [-] 2.89 2.87 2.24 3.35 0.623 1.05 2.76 0.589 0.458 0.538 0.724 0.553
E3SMv3 lowECS 0151 [-] 2.87 2.85 2.24 3.34 0.609 1.04 2.88 0.591 0.454 0.520 0.725 0.549
E3SMv3 lowECS 0161 [-] 2.87 2.85 2.24 3.34 0.604 1.05 2.81 0.588 0.454 0.531 0.766 0.559
E3SMv3 lowECS 0171 [-] 2.87 2.85 2.24 3.36 0.607 1.06 2.87 0.586 0.447 0.515 0.748 0.549
E3SMv3 lowECS 0181 [-] 2.90 2.88 2.24 3.37 0.632 1.07 2.83 0.584 0.451 0.521 0.715 0.544
E3SMv3 lowECS 0191 [-] 2.86 2.84 2.24 3.33 0.594 1.03 2.76 0.590 0.457 0.541 0.757 0.561
E3SMv3 lowECS 0201 [-] 2.86 2.84 2.24 3.34 0.594 1.03 2.84 0.591 0.458 0.518 0.762 0.558
E3SMv3 lowECS 0211 [-] 2.88 2.86 2.24 3.36 0.616 1.06 2.84 0.586 0.450 0.521 0.707 0.543
E3SMv3 lowECS 0221 [-] 2.84 2.82 2.24 3.33 0.574 1.01 2.86 0.593 0.458 0.520 0.765 0.559
E3SMv3 lowECS 0231 [-] 2.86 2.84 2.24 3.34 0.592 1.05 2.87 0.585 0.450 0.517 0.751 0.551
E3SMv3 lowECS 0241 [-] 2.87 2.85 2.24 3.34 0.603 1.03 2.84 0.593 0.459 0.526 0.768 0.561
E3SMv3 lowECS 0251 [-] 2.89 2.87 2.24 3.37 0.626 1.06 2.78 0.585 0.456 0.532 0.720 0.550
E3SMv3 lowECS 0261 [-] 2.87 2.85 2.24 3.35 0.603 1.05 2.80 0.589 0.447 0.533 0.737 0.551
E3SMv3 lowECS 0271 [-] 2.87 2.85 2.24 3.35 0.603 1.04 2.84 0.592 0.454 0.522 0.752 0.555
E3SMv3 lowECS 0281 [-] 2.86 2.84 2.24 3.33 0.593 1.04 2.81 0.588 0.451 0.527 0.735 0.550
E3SMv3 lowECS 0291 [-] 2.87 2.85 2.24 3.37 0.607 1.05 2.89 0.589 0.449 0.514 0.706 0.541
E3SMv3 lowECS 0301 [-] 2.86 2.84 2.24 3.34 0.600 1.04 2.82 0.591 0.453 0.520 0.741 0.551
E3SMv3 lowECS 0311 [-] 2.86 2.84 2.24 3.35 0.593 1.03 2.85 0.587 0.458 0.527 0.753 0.557
E3SMv3 lowECS 0321 [-] 2.86 2.84 2.24 3.36 0.600 1.03 2.79 0.589 0.459 0.533 0.749 0.558
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 lowECS 0051 [-] 3.67 3.53 3.75 3.98 -0.224 0.479 2.72 0.443 0.518 0.558 0.901 0.588
E3SMv3 lowECS 0091 [-] 3.67 3.53 3.75 3.96 -0.216 0.469 2.58 0.453 0.528 0.581 0.921 0.602
E3SMv3 lowECS 0101 [-] 3.66 3.51 3.75 3.96 -0.236 0.482 2.64 0.437 0.526 0.578 0.911 0.596
E3SMv3 lowECS 0111 [-] 3.67 3.52 3.75 3.99 -0.225 0.479 2.71 0.442 0.522 0.567 0.907 0.592
E3SMv3 lowECS 0121 [-] 3.69 3.54 3.75 4.00 -0.208 0.472 2.68 0.452 0.522 0.566 0.908 0.594
E3SMv3 lowECS 0131 [-] 3.68 3.53 3.75 3.99 -0.215 0.482 2.57 0.449 0.508 0.582 0.915 0.592
E3SMv3 lowECS 0141 [-] 3.68 3.53 3.75 3.99 -0.216 0.477 2.55 0.444 0.519 0.586 0.907 0.595
E3SMv3 lowECS 0151 [-] 3.65 3.51 3.75 3.95 -0.238 0.477 2.61 0.435 0.534 0.576 0.917 0.599
E3SMv3 lowECS 0161 [-] 3.68 3.54 3.75 3.98 -0.211 0.467 2.61 0.453 0.525 0.580 0.916 0.600
E3SMv3 lowECS 0171 [-] 3.68 3.53 3.75 3.98 -0.218 0.470 2.44 0.446 0.535 0.604 0.914 0.607
E3SMv3 lowECS 0181 [-] 3.68 3.53 3.75 3.98 -0.215 0.483 2.47 0.447 0.513 0.599 0.908 0.596
E3SMv3 lowECS 0191 [-] 3.66 3.51 3.75 3.97 -0.235 0.484 2.57 0.436 0.524 0.578 0.907 0.594
E3SMv3 lowECS 0201 [-] 3.68 3.52 3.75 3.99 -0.225 0.482 2.64 0.437 0.530 0.564 0.899 0.592
E3SMv3 lowECS 0211 [-] 3.68 3.53 3.75 3.99 -0.216 0.469 2.66 0.450 0.530 0.564 0.912 0.597
E3SMv3 lowECS 0221 [-] 3.66 3.52 3.75 3.97 -0.232 0.488 2.62 0.438 0.511 0.578 0.905 0.589
E3SMv3 lowECS 0231 [-] 3.68 3.54 3.75 3.99 -0.211 0.476 2.53 0.446 0.523 0.594 0.905 0.598
E3SMv3 lowECS 0241 [-] 3.67 3.52 3.75 3.97 -0.225 0.481 2.56 0.442 0.526 0.584 0.907 0.597
E3SMv3 lowECS 0251 [-] 3.68 3.54 3.75 3.99 -0.212 0.479 2.75 0.448 0.516 0.555 0.909 0.589
E3SMv3 lowECS 0261 [-] 3.68 3.53 3.75 3.99 -0.219 0.473 2.48 0.445 0.527 0.604 0.910 0.603
E3SMv3 lowECS 0271 [-] 3.67 3.52 3.75 3.98 -0.232 0.485 2.68 0.436 0.525 0.571 0.903 0.592
E3SMv3 lowECS 0281 [-] 3.67 3.52 3.75 3.98 -0.234 0.486 2.55 0.432 0.535 0.590 0.897 0.598
E3SMv3 lowECS 0291 [-] 3.67 3.53 3.75 3.98 -0.222 0.469 2.56 0.443 0.539 0.586 0.913 0.604
E3SMv3 lowECS 0301 [-] 3.67 3.52 3.75 3.98 -0.229 0.485 2.48 0.437 0.522 0.588 0.901 0.594
E3SMv3 lowECS 0311 [-] 3.66 3.52 3.75 3.97 -0.230 0.483 2.73 0.441 0.519 0.552 0.909 0.588
E3SMv3 lowECS 0321 [-] 3.68 3.53 3.75 3.98 -0.220 0.469 2.39 0.447 0.531 0.608 0.912 0.606
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 lowECS 0051 [-] 1.54 1.88 1.56 0.682 1.37 0.317 0.773 1.47 0.580 0.503 0.743 0.964 0.659
E3SMv3 lowECS 0091 [-] 1.53 1.87 1.56 0.676 1.37 0.312 0.773 1.43 0.580 0.502 0.745 0.962 0.658
E3SMv3 lowECS 0101 [-] 1.52 1.86 1.56 0.665 1.37 0.301 0.762 1.47 0.582 0.506 0.743 0.964 0.660
E3SMv3 lowECS 0111 [-] 1.53 1.86 1.56 0.664 1.37 0.306 0.767 1.43 0.583 0.506 0.749 0.963 0.662
E3SMv3 lowECS 0121 [-] 1.53 1.87 1.56 0.678 1.37 0.312 0.769 1.42 0.581 0.503 0.749 0.963 0.660
E3SMv3 lowECS 0131 [-] 1.53 1.87 1.56 0.679 1.37 0.309 0.765 1.47 0.583 0.502 0.742 0.964 0.659
E3SMv3 lowECS 0141 [-] 1.53 1.87 1.56 0.668 1.37 0.306 0.760 1.43 0.584 0.508 0.753 0.964 0.663
E3SMv3 lowECS 0151 [-] 1.53 1.87 1.56 0.675 1.37 0.312 0.764 1.49 0.582 0.507 0.740 0.963 0.660
E3SMv3 lowECS 0161 [-] 1.52 1.86 1.56 0.663 1.37 0.301 0.762 1.47 0.582 0.507 0.742 0.965 0.661
E3SMv3 lowECS 0171 [-] 1.52 1.86 1.56 0.673 1.37 0.300 0.764 1.49 0.582 0.504 0.733 0.964 0.657
E3SMv3 lowECS 0181 [-] 1.53 1.87 1.56 0.666 1.37 0.309 0.769 1.48 0.582 0.500 0.745 0.964 0.658
E3SMv3 lowECS 0191 [-] 1.52 1.86 1.56 0.667 1.37 0.301 0.769 1.48 0.580 0.501 0.739 0.963 0.657
E3SMv3 lowECS 0201 [-] 1.53 1.86 1.56 0.673 1.37 0.305 0.763 1.46 0.583 0.509 0.748 0.963 0.662
E3SMv3 lowECS 0211 [-] 1.54 1.87 1.56 0.680 1.37 0.315 0.778 1.50 0.579 0.503 0.740 0.962 0.657
E3SMv3 lowECS 0221 [-] 1.52 1.86 1.56 0.660 1.37 0.301 0.756 1.43 0.585 0.509 0.756 0.965 0.664
E3SMv3 lowECS 0231 [-] 1.52 1.86 1.56 0.668 1.37 0.301 0.769 1.45 0.579 0.500 0.746 0.963 0.657
E3SMv3 lowECS 0241 [-] 1.53 1.86 1.56 0.670 1.37 0.303 0.761 1.46 0.584 0.507 0.745 0.965 0.662
E3SMv3 lowECS 0251 [-] 1.53 1.87 1.56 0.674 1.37 0.310 0.763 1.43 0.586 0.507 0.749 0.965 0.663
E3SMv3 lowECS 0261 [-] 1.54 1.88 1.56 0.685 1.37 0.317 0.768 1.44 0.583 0.506 0.750 0.963 0.661
E3SMv3 lowECS 0271 [-] 1.53 1.87 1.56 0.675 1.37 0.312 0.771 1.47 0.581 0.505 0.743 0.964 0.659
E3SMv3 lowECS 0281 [-] 1.53 1.87 1.56 0.672 1.37 0.308 0.765 1.45 0.582 0.507 0.753 0.963 0.662
E3SMv3 lowECS 0291 [-] 1.53 1.87 1.56 0.681 1.37 0.310 0.772 1.50 0.583 0.503 0.735 0.963 0.657
E3SMv3 lowECS 0301 [-] 1.54 1.88 1.56 0.680 1.37 0.318 0.777 1.46 0.579 0.504 0.740 0.962 0.658
E3SMv3 lowECS 0311 [-] 1.53 1.86 1.56 0.666 1.37 0.304 0.766 1.50 0.581 0.501 0.737 0.964 0.657
E3SMv3 lowECS 0321 [-] 1.52 1.86 1.56 0.665 1.37 0.302 0.764 1.48 0.583 0.505 0.741 0.963 0.659
Download Data
Period Mean (original grids) [mm d-1]
Model Period Mean (intersection) [mm d-1]
Benchmark Period Mean (intersection) [mm d-1]
Model Period Mean (complement) [mm d-1]
Benchmark Period Mean (complement) [mm d-1]
Bias [mm d-1]
RMSE [mm d-1]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 0.993
E3SMv3 lowECS 0051 [-] 0.841 0.937 0.993 0.442 1.37 -0.0559 0.335 0.373 0.836 0.720 0.975 0.913 0.833
E3SMv3 lowECS 0091 [-] 0.839 0.935 0.993 0.442 1.37 -0.0582 0.328 0.378 0.841 0.724 0.974 0.933 0.839
E3SMv3 lowECS 0101 [-] 0.834 0.932 0.993 0.433 1.37 -0.0617 0.336 0.327 0.833 0.721 0.978 0.911 0.833
E3SMv3 lowECS 0111 [-] 0.830 0.926 0.993 0.435 1.37 -0.0677 0.335 0.337 0.835 0.722 0.977 0.930 0.837
E3SMv3 lowECS 0121 [-] 0.842 0.939 0.993 0.441 1.37 -0.0544 0.336 0.388 0.837 0.719 0.974 0.912 0.832
E3SMv3 lowECS 0131 [-] 0.839 0.936 0.993 0.440 1.37 -0.0574 0.334 0.339 0.835 0.721 0.977 0.913 0.833
E3SMv3 lowECS 0141 [-] 0.839 0.936 0.993 0.441 1.37 -0.0576 0.330 0.347 0.839 0.722 0.976 0.920 0.836
E3SMv3 lowECS 0151 [-] 0.837 0.934 0.993 0.436 1.37 -0.0593 0.333 0.395 0.838 0.721 0.973 0.921 0.835
E3SMv3 lowECS 0161 [-] 0.824 0.920 0.993 0.426 1.37 -0.0729 0.336 0.383 0.834 0.720 0.973 0.924 0.834
E3SMv3 lowECS 0171 [-] 0.834 0.930 0.993 0.438 1.37 -0.0629 0.337 0.326 0.835 0.720 0.978 0.917 0.834
E3SMv3 lowECS 0181 [-] 0.837 0.933 0.993 0.441 1.37 -0.0598 0.334 0.349 0.835 0.722 0.976 0.914 0.834
E3SMv3 lowECS 0191 [-] 0.834 0.931 0.993 0.437 1.37 -0.0625 0.337 0.359 0.835 0.718 0.976 0.914 0.832
E3SMv3 lowECS 0201 [-] 0.842 0.940 0.993 0.440 1.37 -0.0534 0.330 0.376 0.839 0.723 0.974 0.918 0.835
E3SMv3 lowECS 0211 [-] 0.831 0.928 0.993 0.434 1.37 -0.0656 0.333 0.404 0.835 0.722 0.972 0.916 0.833
E3SMv3 lowECS 0221 [-] 0.831 0.926 0.993 0.436 1.37 -0.0669 0.332 0.379 0.839 0.721 0.974 0.922 0.835
E3SMv3 lowECS 0231 [-] 0.837 0.934 0.993 0.439 1.37 -0.0596 0.335 0.347 0.835 0.720 0.976 0.910 0.832
E3SMv3 lowECS 0241 [-] 0.830 0.925 0.993 0.437 1.37 -0.0678 0.338 0.376 0.834 0.719 0.975 0.919 0.833
E3SMv3 lowECS 0251 [-] 0.831 0.928 0.993 0.433 1.37 -0.0653 0.332 0.355 0.838 0.721 0.976 0.928 0.837
E3SMv3 lowECS 0261 [-] 0.843 0.940 0.993 0.445 1.37 -0.0534 0.330 0.333 0.839 0.722 0.978 0.913 0.835
E3SMv3 lowECS 0271 [-] 0.834 0.932 0.993 0.431 1.37 -0.0617 0.336 0.363 0.833 0.721 0.975 0.908 0.831
E3SMv3 lowECS 0281 [-] 0.843 0.941 0.993 0.438 1.37 -0.0527 0.336 0.364 0.835 0.720 0.975 0.907 0.831
E3SMv3 lowECS 0291 [-] 0.832 0.928 0.993 0.435 1.37 -0.0653 0.332 0.346 0.837 0.722 0.976 0.922 0.836
E3SMv3 lowECS 0301 [-] 0.840 0.937 0.993 0.439 1.37 -0.0564 0.337 0.328 0.832 0.720 0.978 0.903 0.830
E3SMv3 lowECS 0311 [-] 0.834 0.931 0.993 0.431 1.37 -0.0621 0.335 0.354 0.836 0.721 0.976 0.923 0.835
E3SMv3 lowECS 0321 [-] 0.830 0.927 0.993 0.430 1.37 -0.0666 0.330 0.421 0.838 0.723 0.970 0.927 0.836
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 lowECS 0051 [-] 3.33 3.34 3.62 3.06 -0.280 0.772 2.58 0.458 0.347 0.585 0.989 0.545
E3SMv3 lowECS 0091 [-] 3.31 3.32 3.62 3.02 -0.299 0.812 2.76 0.449 0.324 0.545 0.980 0.524
E3SMv3 lowECS 0101 [-] 3.32 3.33 3.62 3.05 -0.291 0.771 2.63 0.459 0.350 0.580 0.983 0.544
E3SMv3 lowECS 0111 [-] 3.33 3.34 3.62 3.08 -0.285 0.751 2.54 0.465 0.357 0.588 0.989 0.551
E3SMv3 lowECS 0121 [-] 3.32 3.33 3.62 3.02 -0.293 0.796 2.49 0.456 0.334 0.597 0.980 0.540
E3SMv3 lowECS 0131 [-] 3.34 3.35 3.62 3.10 -0.270 0.777 2.67 0.463 0.338 0.567 0.986 0.538
E3SMv3 lowECS 0141 [-] 3.33 3.34 3.62 3.04 -0.280 0.753 2.53 0.469 0.356 0.593 0.984 0.551
E3SMv3 lowECS 0151 [-] 3.34 3.35 3.62 3.10 -0.270 0.764 2.73 0.459 0.347 0.548 0.983 0.537
E3SMv3 lowECS 0161 [-] 3.34 3.35 3.62 3.10 -0.270 0.748 2.77 0.463 0.362 0.551 0.983 0.544
E3SMv3 lowECS 0171 [-] 3.31 3.32 3.62 3.04 -0.301 0.790 3.03 0.454 0.339 0.499 0.981 0.522
E3SMv3 lowECS 0181 [-] 3.34 3.34 3.62 3.05 -0.276 0.785 2.62 0.458 0.337 0.576 0.980 0.538
E3SMv3 lowECS 0191 [-] 3.31 3.31 3.62 3.02 -0.306 0.800 2.76 0.453 0.332 0.546 0.982 0.529
E3SMv3 lowECS 0201 [-] 3.32 3.33 3.62 3.07 -0.288 0.764 2.50 0.457 0.357 0.601 0.985 0.551
E3SMv3 lowECS 0211 [-] 3.32 3.33 3.62 3.06 -0.294 0.795 2.77 0.452 0.331 0.551 0.981 0.529
E3SMv3 lowECS 0221 [-] 3.35 3.36 3.62 3.10 -0.261 0.744 2.26 0.466 0.366 0.645 0.988 0.566
E3SMv3 lowECS 0231 [-] 3.30 3.30 3.62 3.01 -0.317 0.813 2.59 0.445 0.327 0.578 0.978 0.531
E3SMv3 lowECS 0241 [-] 3.34 3.35 3.62 3.10 -0.270 0.754 2.58 0.469 0.353 0.584 0.988 0.549
E3SMv3 lowECS 0251 [-] 3.37 3.38 3.62 3.12 -0.245 0.735 2.58 0.477 0.359 0.591 0.989 0.555
E3SMv3 lowECS 0261 [-] 3.35 3.35 3.62 3.10 -0.266 0.761 2.59 0.464 0.348 0.582 0.987 0.546
E3SMv3 lowECS 0271 [-] 3.35 3.36 3.62 3.11 -0.263 0.752 2.65 0.464 0.353 0.574 0.989 0.547
E3SMv3 lowECS 0281 [-] 3.33 3.34 3.62 3.07 -0.285 0.754 2.47 0.462 0.355 0.606 0.988 0.553
E3SMv3 lowECS 0291 [-] 3.33 3.34 3.62 3.07 -0.279 0.776 2.83 0.462 0.337 0.538 0.988 0.533
E3SMv3 lowECS 0301 [-] 3.34 3.35 3.62 3.10 -0.272 0.769 2.84 0.460 0.345 0.540 0.987 0.535
E3SMv3 lowECS 0311 [-] 3.32 3.33 3.62 3.06 -0.292 0.803 2.77 0.456 0.326 0.547 0.980 0.527
E3SMv3 lowECS 0321 [-] 3.31 3.32 3.62 3.00 -0.301 0.789 2.81 0.456 0.339 0.535 0.973 0.528
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 lowECS 0051 [-] 1.19 1.19 1.06 1.17 1.50 0.130 0.513 0.706 0.746 0.613 0.946 0.947 0.773
E3SMv3 lowECS 0091 [-] 1.19 1.19 1.06 1.16 1.50 0.127 0.507 0.709 0.750 0.617 0.947 0.956 0.777
E3SMv3 lowECS 0101 [-] 1.18 1.18 1.06 1.15 1.50 0.123 0.508 0.670 0.747 0.615 0.949 0.950 0.775
E3SMv3 lowECS 0111 [-] 1.18 1.18 1.06 1.16 1.50 0.121 0.513 0.690 0.748 0.614 0.947 0.954 0.776
E3SMv3 lowECS 0121 [-] 1.19 1.19 1.06 1.17 1.50 0.129 0.508 0.711 0.749 0.615 0.946 0.951 0.776
E3SMv3 lowECS 0131 [-] 1.19 1.19 1.06 1.17 1.50 0.127 0.509 0.684 0.747 0.615 0.948 0.948 0.774
E3SMv3 lowECS 0141 [-] 1.18 1.18 1.06 1.16 1.50 0.122 0.503 0.700 0.750 0.616 0.946 0.952 0.776
E3SMv3 lowECS 0151 [-] 1.19 1.19 1.06 1.16 1.50 0.128 0.511 0.734 0.747 0.614 0.945 0.951 0.774
E3SMv3 lowECS 0161 [-] 1.18 1.18 1.06 1.16 1.50 0.119 0.515 0.718 0.746 0.612 0.945 0.952 0.773
E3SMv3 lowECS 0171 [-] 1.18 1.18 1.06 1.16 1.50 0.122 0.513 0.705 0.750 0.613 0.946 0.957 0.776
E3SMv3 lowECS 0181 [-] 1.19 1.19 1.06 1.16 1.50 0.128 0.514 0.699 0.746 0.614 0.946 0.948 0.773
E3SMv3 lowECS 0191 [-] 1.18 1.19 1.06 1.16 1.50 0.126 0.515 0.707 0.747 0.613 0.946 0.951 0.774
E3SMv3 lowECS 0201 [-] 1.19 1.19 1.06 1.16 1.50 0.128 0.505 0.713 0.750 0.616 0.945 0.954 0.776
E3SMv3 lowECS 0211 [-] 1.18 1.18 1.06 1.16 1.50 0.123 0.511 0.732 0.748 0.614 0.944 0.949 0.774
E3SMv3 lowECS 0221 [-] 1.18 1.18 1.06 1.15 1.50 0.121 0.508 0.713 0.750 0.614 0.945 0.950 0.775
E3SMv3 lowECS 0231 [-] 1.18 1.19 1.06 1.16 1.50 0.126 0.513 0.706 0.747 0.613 0.946 0.950 0.774
E3SMv3 lowECS 0241 [-] 1.18 1.18 1.06 1.16 1.50 0.121 0.514 0.712 0.747 0.612 0.946 0.951 0.774
E3SMv3 lowECS 0251 [-] 1.18 1.18 1.06 1.16 1.50 0.119 0.508 0.704 0.751 0.614 0.946 0.955 0.776
E3SMv3 lowECS 0261 [-] 1.19 1.19 1.06 1.17 1.50 0.128 0.506 0.686 0.750 0.615 0.947 0.953 0.776
E3SMv3 lowECS 0271 [-] 1.18 1.18 1.06 1.16 1.50 0.120 0.507 0.703 0.748 0.614 0.947 0.955 0.776
E3SMv3 lowECS 0281 [-] 1.19 1.19 1.06 1.16 1.50 0.130 0.510 0.705 0.746 0.614 0.946 0.947 0.773
E3SMv3 lowECS 0291 [-] 1.18 1.18 1.06 1.17 1.50 0.123 0.510 0.722 0.749 0.615 0.945 0.955 0.776
E3SMv3 lowECS 0301 [-] 1.19 1.20 1.06 1.18 1.50 0.136 0.519 0.678 0.741 0.612 0.948 0.945 0.772
E3SMv3 lowECS 0311 [-] 1.18 1.18 1.06 1.15 1.50 0.121 0.508 0.705 0.748 0.615 0.946 0.952 0.775
E3SMv3 lowECS 0321 [-] 1.18 1.18 1.06 1.16 1.50 0.118 0.503 0.726 0.752 0.617 0.945 0.957 0.778

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 [-] 0.700 0.694 0.864 0.758 0.811
E3SMv3 lowECS 0091 [-] 0.690 0.669 0.854 0.745 0.799
E3SMv3 lowECS 0101 [-] 0.682 0.687 0.862 0.769 0.815
E3SMv3 lowECS 0111 [-] 0.682 0.693 0.859 0.768 0.813
E3SMv3 lowECS 0121 [-] 0.687 0.691 0.856 0.754 0.805
E3SMv3 lowECS 0131 [-] 0.688 0.682 0.849 0.757 0.803
E3SMv3 lowECS 0141 [-] 0.686 0.668 0.863 0.761 0.812
E3SMv3 lowECS 0151 [-] 0.687 0.689 0.851 0.763 0.807
E3SMv3 lowECS 0161 [-] 0.693 0.677 0.857 0.769 0.813
E3SMv3 lowECS 0171 [-] 0.683 0.682 0.858 0.761 0.810
E3SMv3 lowECS 0181 [-] 0.684 0.667 0.849 0.758 0.803
E3SMv3 lowECS 0191 [-] 0.699 0.683 0.860 0.777 0.818
E3SMv3 lowECS 0201 [-] 0.673 0.696 0.860 0.780 0.820
E3SMv3 lowECS 0211 [-] 0.680 0.679 0.858 0.758 0.808
E3SMv3 lowECS 0221 [-] 0.690 0.685 0.872 0.785 0.829
E3SMv3 lowECS 0231 [-] 0.684 0.680 0.864 0.772 0.818
E3SMv3 lowECS 0241 [-] 0.686 0.701 0.860 0.772 0.816
E3SMv3 lowECS 0251 [-] 0.686 0.685 0.856 0.757 0.806
E3SMv3 lowECS 0261 [-] 0.681 0.682 0.866 0.771 0.818
E3SMv3 lowECS 0271 [-] 0.685 0.690 0.860 0.773 0.817
E3SMv3 lowECS 0281 [-] 0.691 0.668 0.858 0.777 0.818
E3SMv3 lowECS 0291 [-] 0.688 0.681 0.865 0.772 0.819
E3SMv3 lowECS 0301 [-] 0.682 0.683 0.855 0.771 0.813
E3SMv3 lowECS 0311 [-] 0.673 0.683 0.860 0.768 0.814
E3SMv3 lowECS 0321 [-] 0.698 0.687 0.859 0.775 0.817
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 [-] 0.706 0.724 0.978 0.907 0.942
E3SMv3 lowECS 0091 [-] 0.687 0.723 0.969 0.916 0.942
E3SMv3 lowECS 0101 [-] 0.664 0.719 0.981 0.910 0.945
E3SMv3 lowECS 0111 [-] 0.675 0.715 0.975 0.913 0.944
E3SMv3 lowECS 0121 [-] 0.691 0.728 0.953 0.914 0.934
E3SMv3 lowECS 0131 [-] 0.653 0.720 0.970 0.913 0.942
E3SMv3 lowECS 0141 [-] 0.676 0.714 0.973 0.914 0.944
E3SMv3 lowECS 0151 [-] 0.670 0.700 0.960 0.912 0.936
E3SMv3 lowECS 0161 [-] 0.679 0.721 0.978 0.916 0.947
E3SMv3 lowECS 0171 [-] 0.678 0.724 0.977 0.917 0.947
E3SMv3 lowECS 0181 [-] 0.663 0.728 0.971 0.912 0.941
E3SMv3 lowECS 0191 [-] 0.651 0.706 0.975 0.906 0.941
E3SMv3 lowECS 0201 [-] 0.676 0.711 0.974 0.911 0.942
E3SMv3 lowECS 0211 [-] 0.671 0.721 0.982 0.918 0.950
E3SMv3 lowECS 0221 [-] 0.669 0.712 0.976 0.910 0.943
E3SMv3 lowECS 0231 [-] 0.677 0.727 0.974 0.911 0.943
E3SMv3 lowECS 0241 [-] 0.689 0.719 0.976 0.910 0.943
E3SMv3 lowECS 0251 [-] 0.679 0.721 0.977 0.915 0.946
E3SMv3 lowECS 0261 [-] 0.681 0.724 0.965 0.909 0.937
E3SMv3 lowECS 0271 [-] 0.711 0.719 0.975 0.911 0.943
E3SMv3 lowECS 0281 [-] 0.666 0.705 0.977 0.910 0.944
E3SMv3 lowECS 0291 [-] 0.700 0.724 0.976 0.914 0.945
E3SMv3 lowECS 0301 [-] 0.690 0.710 0.973 0.911 0.942
E3SMv3 lowECS 0311 [-] 0.675 0.715 0.978 0.907 0.942
E3SMv3 lowECS 0321 [-] 0.693 0.717 0.977 0.916 0.947
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 [-] 0.555 0.735 0.875 0.759 0.817
E3SMv3 lowECS 0091 [-] 0.555 0.738 0.878 0.760 0.819
E3SMv3 lowECS 0101 [-] 0.551 0.735 0.876 0.766 0.821
E3SMv3 lowECS 0111 [-] 0.555 0.737 0.877 0.760 0.818
E3SMv3 lowECS 0121 [-] 0.556 0.734 0.870 0.761 0.815
E3SMv3 lowECS 0131 [-] 0.553 0.735 0.871 0.762 0.816
E3SMv3 lowECS 0141 [-] 0.555 0.737 0.880 0.765 0.823
E3SMv3 lowECS 0151 [-] 0.552 0.734 0.874 0.763 0.818
E3SMv3 lowECS 0161 [-] 0.555 0.734 0.875 0.764 0.820
E3SMv3 lowECS 0171 [-] 0.553 0.735 0.876 0.762 0.819
E3SMv3 lowECS 0181 [-] 0.554 0.732 0.870 0.763 0.816
E3SMv3 lowECS 0191 [-] 0.557 0.730 0.873 0.763 0.818
E3SMv3 lowECS 0201 [-] 0.555 0.738 0.872 0.764 0.818
E3SMv3 lowECS 0211 [-] 0.553 0.732 0.872 0.759 0.815
E3SMv3 lowECS 0221 [-] 0.556 0.736 0.874 0.764 0.819
E3SMv3 lowECS 0231 [-] 0.549 0.732 0.869 0.763 0.816
E3SMv3 lowECS 0241 [-] 0.549 0.735 0.874 0.764 0.819
E3SMv3 lowECS 0251 [-] 0.558 0.736 0.871 0.763 0.817
E3SMv3 lowECS 0261 [-] 0.558 0.733 0.866 0.761 0.814
E3SMv3 lowECS 0271 [-] 0.550 0.731 0.867 0.760 0.814
E3SMv3 lowECS 0281 [-] 0.557 0.736 0.870 0.764 0.817
E3SMv3 lowECS 0291 [-] 0.555 0.733 0.870 0.762 0.816
E3SMv3 lowECS 0301 [-] 0.551 0.728 0.871 0.759 0.815
E3SMv3 lowECS 0311 [-] 0.557 0.735 0.874 0.764 0.819
E3SMv3 lowECS 0321 [-] 0.549 0.738 0.870 0.764 0.817
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 [-] 0.649 0.705 0.758 0.733 0.745
E3SMv3 lowECS 0091 [-] 0.657 0.718 0.734 0.738 0.736
E3SMv3 lowECS 0101 [-] 0.643 0.702 0.756 0.741 0.748
E3SMv3 lowECS 0111 [-] 0.640 0.704 0.724 0.736 0.730
E3SMv3 lowECS 0121 [-] 0.654 0.708 0.726 0.735 0.730
E3SMv3 lowECS 0131 [-] 0.646 0.733 0.734 0.736 0.735
E3SMv3 lowECS 0141 [-] 0.651 0.710 0.736 0.740 0.738
E3SMv3 lowECS 0151 [-] 0.646 0.735 0.739 0.740 0.739
E3SMv3 lowECS 0161 [-] 0.649 0.702 0.732 0.740 0.736
E3SMv3 lowECS 0171 [-] 0.640 0.711 0.735 0.741 0.738
E3SMv3 lowECS 0181 [-] 0.651 0.697 0.727 0.736 0.731
E3SMv3 lowECS 0191 [-] 0.646 0.721 0.740 0.735 0.737
E3SMv3 lowECS 0201 [-] 0.658 0.711 0.734 0.737 0.735
E3SMv3 lowECS 0211 [-] 0.638 0.728 0.741 0.738 0.739
E3SMv3 lowECS 0221 [-] 0.642 0.707 0.765 0.740 0.752
E3SMv3 lowECS 0231 [-] 0.632 0.730 0.732 0.734 0.733
E3SMv3 lowECS 0241 [-] 0.633 0.733 0.728 0.742 0.735
E3SMv3 lowECS 0251 [-] 0.658 0.704 0.726 0.740 0.733
E3SMv3 lowECS 0261 [-] 0.657 0.732 0.734 0.737 0.736
E3SMv3 lowECS 0271 [-] 0.646 0.696 0.753 0.736 0.745
E3SMv3 lowECS 0281 [-] 0.653 0.709 0.728 0.738 0.733
E3SMv3 lowECS 0291 [-] 0.653 0.706 0.732 0.739 0.735
E3SMv3 lowECS 0301 [-] 0.653 0.700 0.746 0.737 0.742
E3SMv3 lowECS 0311 [-] 0.654 0.733 0.739 0.739 0.739
E3SMv3 lowECS 0321 [-] 0.646 0.734 0.729 0.739 0.734
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 [-] 0.554 0.674 0.886 0.938 0.912
E3SMv3 lowECS 0091 [-] 0.554 0.670 0.879 0.931 0.905
E3SMv3 lowECS 0101 [-] 0.612 0.676 0.876 0.935 0.906
E3SMv3 lowECS 0111 [-] 0.550 0.686 0.884 0.940 0.912
E3SMv3 lowECS 0121 [-] 0.540 0.690 0.881 0.934 0.908
E3SMv3 lowECS 0131 [-] 0.558 0.692 0.875 0.936 0.906
E3SMv3 lowECS 0141 [-] 0.555 0.702 0.884 0.937 0.911
E3SMv3 lowECS 0151 [-] 0.591 0.673 0.880 0.937 0.909
E3SMv3 lowECS 0161 [-] 0.549 0.682 0.883 0.939 0.911
E3SMv3 lowECS 0171 [-] 0.578 0.680 0.882 0.931 0.907
E3SMv3 lowECS 0181 [-] 0.536 0.684 0.885 0.931 0.908
E3SMv3 lowECS 0191 [-] 0.522 0.678 0.881 0.935 0.908
E3SMv3 lowECS 0201 [-] 0.563 0.679 0.883 0.936 0.909
E3SMv3 lowECS 0211 [-] 0.553 0.674 0.878 0.935 0.907
E3SMv3 lowECS 0221 [-] 0.546 0.683 0.886 0.936 0.911
E3SMv3 lowECS 0231 [-] 0.575 0.666 0.877 0.931 0.904
E3SMv3 lowECS 0241 [-] 0.550 0.692 0.879 0.938 0.908
E3SMv3 lowECS 0251 [-] 0.524 0.705 0.883 0.940 0.912
E3SMv3 lowECS 0261 [-] 0.545 0.688 0.886 0.939 0.913
E3SMv3 lowECS 0271 [-] 0.542 0.675 0.883 0.941 0.912
E3SMv3 lowECS 0281 [-] 0.601 0.679 0.889 0.938 0.914
E3SMv3 lowECS 0291 [-] 0.587 0.694 0.883 0.937 0.910
E3SMv3 lowECS 0301 [-] 0.546 0.681 0.881 0.938 0.909
E3SMv3 lowECS 0311 [-] 0.561 0.679 0.883 0.933 0.908
E3SMv3 lowECS 0321 [-] 0.578 0.689 0.875 0.932 0.904
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 [-] 0.669 0.752 0.876 0.736 0.806
E3SMv3 lowECS 0091 [-] 0.677 0.757 0.882 0.740 0.811
E3SMv3 lowECS 0101 [-] 0.667 0.752 0.877 0.797 0.837
E3SMv3 lowECS 0111 [-] 0.669 0.758 0.885 0.790 0.837
E3SMv3 lowECS 0121 [-] 0.677 0.750 0.880 0.734 0.807
E3SMv3 lowECS 0131 [-] 0.662 0.752 0.872 0.738 0.805
E3SMv3 lowECS 0141 [-] 0.676 0.755 0.868 0.797 0.833
E3SMv3 lowECS 0151 [-] 0.667 0.750 0.859 0.787 0.823
E3SMv3 lowECS 0161 [-] 0.674 0.752 0.868 0.791 0.829
E3SMv3 lowECS 0171 [-] 0.670 0.757 0.868 0.791 0.829
E3SMv3 lowECS 0181 [-] 0.674 0.745 0.882 0.790 0.836
E3SMv3 lowECS 0191 [-] 0.678 0.745 0.882 0.737 0.810
E3SMv3 lowECS 0201 [-] 0.669 0.755 0.880 0.739 0.810
E3SMv3 lowECS 0211 [-] 0.668 0.751 0.876 0.788 0.832
E3SMv3 lowECS 0221 [-] 0.669 0.756 0.874 0.793 0.834
E3SMv3 lowECS 0231 [-] 0.657 0.749 0.866 0.786 0.826
E3SMv3 lowECS 0241 [-] 0.663 0.753 0.868 0.789 0.829
E3SMv3 lowECS 0251 [-] 0.677 0.752 0.866 0.792 0.829
E3SMv3 lowECS 0261 [-] 0.674 0.754 0.877 0.736 0.806
E3SMv3 lowECS 0271 [-] 0.668 0.752 0.866 0.737 0.801
E3SMv3 lowECS 0281 [-] 0.678 0.755 0.872 0.739 0.806
E3SMv3 lowECS 0291 [-] 0.676 0.752 0.862 0.788 0.825
E3SMv3 lowECS 0301 [-] 0.665 0.750 0.877 0.728 0.802
E3SMv3 lowECS 0311 [-] 0.683 0.753 0.872 0.746 0.809
E3SMv3 lowECS 0321 [-] 0.668 0.762 0.860 0.796 0.828

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:
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