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 [-] 1.08
CLM-CRUJRA [-] 0.930 0.937 1.08 0.841 1.17 -0.145 0.472 0.487 0.813 0.703 0.968 0.868 0.811
CLM-GSWP3 [-] 0.872 0.878 1.08 0.704 1.17 -0.203 0.485 0.419 0.792 0.709 0.972 0.956 0.828
CLM-Princeton [-] 0.780 0.786 1.08 0.663 1.17 -0.292 0.575 0.434 0.737 0.666 0.970 0.790 0.766
ISBA-CTRIP-CRUJRA [-] 0.970 0.976 1.08 0.902 1.08 -0.105 0.469 0.509 0.826 0.702 0.965 0.919 0.823
ISBA-CTRIP-GSWP3 [-] 0.916 0.925 1.08 0.792 1.08 -0.157 0.516 0.555 0.812 0.677 0.960 0.965 0.818
ISBA-CTRIP-Princeton [-] 0.780 0.787 1.08 0.703 1.08 -0.291 0.574 0.492 0.738 0.667 0.965 0.830 0.773
JSBACH-CRUJRA [-] 1.68 1.74 1.08 1.09 1.03 0.170 0.624 0.615 0.801 0.628 0.956 0.938 0.790
JSBACH-GSWP3 [-] 1.08 1.09 1.08 0.982 1.03 0.00848 0.578 0.583 0.837 0.634 0.960 0.960 0.805
JSBACH-Princeton [-] 1.37 1.41 1.08 0.774 1.03 0.0778 0.600 0.565 0.835 0.624 0.959 0.964 0.801
Mean-CRUJRA [-] 1.03 1.05 1.08 0.954 1.38 -0.0307 0.426 0.462 0.853 0.722 0.969 0.939 0.841
Mean-GSWP3 [-] 0.937 0.961 1.08 0.803 1.38 -0.121 0.453 0.481 0.831 0.713 0.968 0.973 0.839
Mean-Princeton [-] 0.887 0.908 1.08 0.783 1.38 -0.172 0.499 0.460 0.806 0.683 0.969 0.878 0.804
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 [-] 1.49
CLM-CRUJRA [-] 1.48 1.37 1.48 1.76 3.23 -0.101 0.586 0.993 0.622 0.520 0.821 0.957 0.688
CLM-GSWP3 [-] 1.42 1.31 1.48 1.66 3.23 -0.160 0.599 1.01 0.604 0.499 0.793 0.954 0.670
CLM-Princeton [-] 1.34 1.23 1.47 1.65 3.22 -0.239 0.661 1.11 0.561 0.494 0.770 0.912 0.646
ISBA-CTRIP-CRUJRA [-] 1.61 1.56 1.48 1.97 3.71 0.0825 0.582 0.805 0.638 0.510 0.839 0.978 0.695
ISBA-CTRIP-GSWP3 [-] 1.52 1.48 1.48 1.82 3.71 -0.00119 0.628 0.937 0.649 0.457 0.797 0.977 0.668
ISBA-CTRIP-Princeton [-] 1.37 1.32 1.48 1.77 3.71 -0.159 0.647 0.989 0.581 0.472 0.771 0.948 0.649
JSBACH-CRUJRA [-] 2.39 2.38 1.42 2.43 2.45 0.337 0.793 0.973 0.518 0.427 0.805 0.931 0.622
JSBACH-GSWP3 [-] 1.76 1.68 1.42 2.11 2.45 0.259 0.754 1.02 0.559 0.400 0.777 0.936 0.615
JSBACH-Princeton [-] 2.20 2.20 1.42 2.15 2.45 0.240 0.742 1.01 0.592 0.419 0.783 0.949 0.632
Mean-CRUJRA [-] 1.62 1.57 1.49 2.01 1.43 0.0867 0.537 0.834 0.665 0.540 0.826 0.982 0.711
Mean-GSWP3 [-] 1.54 1.50 1.49 1.89 1.43 0.0132 0.549 0.869 0.670 0.502 0.805 0.982 0.692
Mean-Princeton [-] 1.46 1.41 1.49 1.86 1.42 -0.0732 0.560 0.894 0.630 0.515 0.798 0.969 0.685
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 [-] 0.582
CLM-CRUJRA [-] 0.608 0.601 0.568 0.725 3.35 0.0372 0.462 1.01 0.633 0.477 0.860 0.797 0.649
CLM-GSWP3 [-] 0.577 0.571 0.568 0.648 3.35 0.00741 0.439 0.994 0.646 0.491 0.841 0.801 0.654
CLM-Princeton [-] 0.544 0.538 0.566 0.657 3.34 -0.0236 0.455 1.06 0.662 0.471 0.842 0.779 0.645
ISBA-CTRIP-CRUJRA [-] 0.662 0.637 0.580 1.01 3.87 0.0603 0.491 0.823 0.594 0.464 0.844 0.806 0.634
ISBA-CTRIP-GSWP3 [-] 0.629 0.607 0.580 0.857 3.87 0.0301 0.521 0.968 0.600 0.437 0.829 0.807 0.622
ISBA-CTRIP-Princeton [-] 0.599 0.577 0.579 0.871 3.87 0.00131 0.503 0.902 0.627 0.440 0.841 0.797 0.629
JSBACH-CRUJRA [-] 0.658 0.650 0.527 0.766 1.73 0.108 0.504 0.847 0.633 0.417 0.868 0.908 0.649
JSBACH-GSWP3 [-] 0.611 0.614 0.527 0.540 1.73 0.0883 0.468 0.849 0.640 0.447 0.876 0.911 0.664
JSBACH-Princeton [-] 0.603 0.596 0.527 0.679 1.73 0.0462 0.477 0.858 0.673 0.425 0.870 0.902 0.659
Mean-CRUJRA [-] 0.647 0.630 0.583 1.01 0.502 0.0468 0.442 0.791 0.605 0.507 0.857 0.788 0.653
Mean-GSWP3 [-] 0.616 0.602 0.583 0.870 0.502 0.0189 0.435 0.803 0.612 0.510 0.851 0.787 0.654
Mean-Princeton [-] 0.584 0.570 0.582 0.898 0.500 -0.0127 0.433 0.803 0.642 0.500 0.865 0.775 0.656
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 [-] 0.478
CLM-CRUJRA [-] 0.558 0.551 0.480 1.02 1.27 0.0750 0.450 1.17 0.708 0.454 0.873 0.880 0.674
CLM-GSWP3 [-] 0.511 0.506 0.480 1.00 1.27 0.0317 0.410 0.983 0.715 0.476 0.906 0.920 0.699
CLM-Princeton [-] 0.518 0.511 0.478 0.970 1.26 0.0373 0.447 1.11 0.719 0.446 0.884 0.888 0.677
ISBA-CTRIP-CRUJRA [-] 0.571 0.563 0.479 0.764 0.0827 0.400 0.656 0.690 0.507 0.901 0.828 0.687
ISBA-CTRIP-GSWP3 [-] 0.516 0.503 0.479 0.709 0.0236 0.410 0.697 0.698 0.481 0.904 0.899 0.692
ISBA-CTRIP-Princeton [-] 0.516 0.505 0.478 0.715 0.0259 0.416 0.708 0.713 0.474 0.893 0.843 0.679
JSBACH-CRUJRA [-] 0.853 0.768 0.463 1.56 1.15 0.0677 0.457 0.959 0.707 0.421 0.846 0.839 0.647
JSBACH-GSWP3 [-] 0.505 0.494 0.463 0.775 1.15 0.0263 0.410 0.780 0.712 0.455 0.887 0.908 0.684
JSBACH-Princeton [-] 0.822 0.728 0.463 1.59 1.15 0.0220 0.450 1.00 0.728 0.414 0.836 0.857 0.650
Mean-CRUJRA [-] 0.560 0.546 0.478 0.872 0.659 0.0681 0.371 0.756 0.708 0.530 0.910 0.793 0.694
Mean-GSWP3 [-] 0.515 0.498 0.478 0.825 0.659 0.0196 0.345 0.651 0.715 0.541 0.921 0.876 0.719
Mean-Princeton [-] 0.513 0.498 0.477 0.816 0.654 0.0211 0.372 0.764 0.727 0.513 0.907 0.815 0.695
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 [-] 2.17
CLM-CRUJRA [-] 1.81 1.98 2.21 1.49 1.53 -0.224 0.754 1.17 0.512 0.453 0.798 0.978 0.639
CLM-GSWP3 [-] 1.59 1.75 2.21 1.15 1.53 -0.462 0.826 1.32 0.462 0.436 0.764 0.969 0.613
CLM-Princeton [-] 1.42 1.56 2.20 1.19 1.53 -0.650 0.899 1.06 0.381 0.460 0.820 0.938 0.612
ISBA-CTRIP-CRUJRA [-] 2.07 2.27 2.17 2.14 1.73 0.124 0.834 1.35 0.498 0.453 0.801 0.942 0.629
ISBA-CTRIP-GSWP3 [-] 1.69 1.84 2.17 1.79 1.73 -0.314 0.844 1.65 0.488 0.423 0.724 0.968 0.605
ISBA-CTRIP-Princeton [-] 1.47 1.54 2.17 1.65 1.73 -0.611 0.996 1.44 0.379 0.447 0.756 0.948 0.595
JSBACH-CRUJRA [-] 4.16 4.25 2.23 2.87 1.98 1.01 1.35 1.51 0.300 0.337 0.732 0.939 0.529
JSBACH-GSWP3 [-] 2.25 2.56 2.23 1.90 1.98 0.352 1.12 1.58 0.436 0.297 0.737 0.892 0.532
JSBACH-Princeton [-] 3.09 3.42 2.23 1.86 1.98 0.554 0.985 1.81 0.453 0.380 0.694 0.981 0.577
Mean-CRUJRA [-] 2.36 2.38 2.17 2.18 1.72 0.209 0.802 1.29 0.508 0.460 0.784 0.976 0.638
Mean-GSWP3 [-] 2.00 1.98 2.17 1.83 1.72 -0.190 0.792 1.28 0.503 0.438 0.799 0.975 0.630
Mean-Princeton [-] 1.87 1.85 2.17 1.77 1.72 -0.324 0.787 1.14 0.488 0.471 0.803 0.943 0.635
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 [-] 1.70
CLM-CRUJRA [-] 1.52 1.52 1.70 1.57 1.82 -0.184 0.573 0.528 0.769 0.665 0.956 0.944 0.800
CLM-GSWP3 [-] 1.42 1.42 1.70 1.40 1.82 -0.281 0.626 0.450 0.723 0.652 0.956 0.945 0.786
CLM-Princeton [-] 1.34 1.34 1.70 1.38 1.82 -0.360 0.652 0.535 0.691 0.651 0.952 0.920 0.773
ISBA-CTRIP-CRUJRA [-] 1.79 1.79 1.70 1.84 2.37 0.0920 0.645 0.567 0.739 0.624 0.951 0.942 0.776
ISBA-CTRIP-GSWP3 [-] 1.69 1.70 1.70 1.65 2.37 -0.00137 0.668 0.572 0.746 0.612 0.942 0.955 0.773
ISBA-CTRIP-Princeton [-] 1.53 1.54 1.70 1.54 2.37 -0.161 0.627 0.526 0.751 0.634 0.946 0.978 0.789
JSBACH-CRUJRA [-] 3.03 2.94 1.68 2.81 1.95 0.566 1.01 0.760 0.577 0.523 0.929 0.787 0.668
JSBACH-GSWP3 [-] 2.16 2.15 1.68 2.26 1.95 0.466 0.907 0.648 0.622 0.550 0.930 0.852 0.701
JSBACH-Princeton [-] 2.74 2.69 1.68 2.33 1.95 0.499 0.929 0.664 0.602 0.549 0.935 0.815 0.690
Mean-CRUJRA [-] 1.82 1.84 1.70 1.86 1.65 0.138 0.594 0.571 0.758 0.650 0.954 0.975 0.797
Mean-GSWP3 [-] 1.72 1.74 1.70 1.68 1.65 0.0393 0.590 0.505 0.767 0.651 0.951 0.985 0.801
Mean-Princeton [-] 1.64 1.67 1.70 1.62 1.65 -0.0313 0.552 0.502 0.795 0.660 0.955 0.989 0.812
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 [-] 3.95
CLM-CRUJRA [-] 3.38 3.37 3.93 3.55 4.48 -0.554 0.865 2.19 0.245 0.353 0.656 0.766 0.475
CLM-GSWP3 [-] 3.23 3.23 3.93 3.36 4.48 -0.700 0.942 2.50 0.209 0.314 0.583 0.660 0.416
CLM-Princeton [-] 2.79 2.76 3.93 3.26 4.49 -1.17 1.35 2.60 0.113 0.350 0.559 0.913 0.457
ISBA-CTRIP-CRUJRA [-] 4.26 4.24 3.95 4.25 4.56 0.298 0.756 2.25 0.397 0.326 0.635 0.982 0.533
ISBA-CTRIP-GSWP3 [-] 4.03 3.97 3.95 4.11 4.56 0.0141 0.845 2.62 0.455 0.208 0.551 0.978 0.480
ISBA-CTRIP-Princeton [-] 3.07 2.96 3.95 3.89 4.56 -0.995 1.33 2.89 0.152 0.268 0.507 0.964 0.432
JSBACH-CRUJRA [-] 4.83 4.85 3.92 5.36 4.08 0.943 1.11 2.76 0.181 0.292 0.521 0.924 0.442
JSBACH-GSWP3 [-] 4.53 4.53 3.92 5.06 4.08 0.606 1.25 3.20 0.344 0.119 0.436 0.925 0.389
JSBACH-Princeton [-] 4.11 4.14 3.92 4.46 4.08 0.296 0.814 3.04 0.498 0.245 0.472 0.965 0.485
Mean-CRUJRA [-] 4.11 4.11 3.95 4.26 4.69 0.160 0.646 2.27 0.492 0.358 0.630 0.822 0.532
Mean-GSWP3 [-] 3.87 3.87 3.95 4.12 4.69 -0.0732 0.776 2.74 0.424 0.246 0.529 0.978 0.485
Mean-Princeton [-] 3.34 3.28 3.95 4.03 4.70 -0.671 1.04 2.76 0.206 0.314 0.528 0.979 0.468
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 [-] 2.78
CLM-CRUJRA [-] 2.59 2.57 2.75 2.89 4.30 -0.181 0.821 1.67 0.562 0.467 0.744 0.894 0.627
CLM-GSWP3 [-] 2.52 2.49 2.75 2.84 4.30 -0.260 0.852 1.85 0.549 0.429 0.697 0.913 0.604
CLM-Princeton [-] 2.38 2.35 2.75 2.77 4.30 -0.401 0.985 2.09 0.489 0.422 0.654 0.796 0.556
ISBA-CTRIP-CRUJRA [-] 3.02 2.98 2.78 3.36 4.30 0.213 0.789 1.22 0.588 0.463 0.791 0.989 0.659
ISBA-CTRIP-GSWP3 [-] 2.85 2.82 2.78 3.10 4.30 0.0512 0.873 1.53 0.605 0.389 0.725 0.988 0.619
ISBA-CTRIP-Princeton [-] 2.57 2.52 2.77 3.11 4.30 -0.248 0.919 1.82 0.519 0.397 0.671 0.889 0.575
JSBACH-CRUJRA [-] 3.52 3.50 2.69 3.62 3.56 0.729 1.22 1.51 0.400 0.368 0.738 0.949 0.564
JSBACH-GSWP3 [-] 3.36 3.33 2.69 3.64 3.56 0.639 1.21 1.82 0.446 0.310 0.685 0.963 0.542
JSBACH-Princeton [-] 3.36 3.33 2.69 3.39 3.56 0.590 1.14 1.69 0.483 0.346 0.696 0.968 0.568
Mean-CRUJRA [-] 3.02 2.99 2.78 3.31 3.35 0.210 0.732 1.38 0.612 0.497 0.758 0.977 0.668
Mean-GSWP3 [-] 2.92 2.88 2.78 3.15 3.35 0.103 0.770 1.52 0.640 0.432 0.733 0.977 0.643
Mean-Princeton [-] 2.76 2.72 2.78 3.16 3.35 -0.0604 0.775 1.60 0.579 0.453 0.712 0.903 0.620
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 [-] 0.574
CLM-CRUJRA [-] 0.796 0.521 0.578 0.355 0.398 -0.0569 0.380 0.247 0.845 0.670 0.985 0.909 0.816
CLM-GSWP3 [-] 0.783 0.462 0.578 0.280 0.398 -0.116 0.392 0.255 0.826 0.660 0.983 0.968 0.819
CLM-Princeton [-] 0.729 0.466 0.576 0.322 0.396 -0.109 0.367 0.223 0.827 0.686 0.987 0.816 0.800
ISBA-CTRIP-CRUJRA [-] 0.521 0.532 0.576 0.347 0.413 -0.0424 0.331 0.273 0.870 0.692 0.984 0.965 0.840
ISBA-CTRIP-GSWP3 [-] 0.477 0.489 0.576 0.306 0.413 -0.0869 0.368 0.294 0.865 0.658 0.978 0.982 0.828
ISBA-CTRIP-Princeton [-] 0.451 0.459 0.574 0.332 0.411 -0.114 0.347 0.240 0.829 0.695 0.984 0.823 0.805
JSBACH-CRUJRA [-] 0.548 0.554 0.586 0.365 0.442 0.0930 0.506 0.431 0.842 0.580 0.976 0.972 0.790
JSBACH-GSWP3 [-] 0.549 0.525 0.586 0.365 0.442 -0.0606 0.450 0.508 0.849 0.609 0.971 0.960 0.800
JSBACH-Princeton [-] 0.452 0.462 0.586 0.236 0.442 0.0344 0.493 0.406 0.857 0.580 0.979 0.973 0.793
Mean-CRUJRA [-] 0.551 0.569 0.576 0.375 0.315 -0.00695 0.337 0.229 0.868 0.696 0.987 0.960 0.841
Mean-GSWP3 [-] 0.468 0.486 0.576 0.301 0.315 -0.0901 0.347 0.271 0.856 0.685 0.980 0.982 0.838
Mean-Princeton [-] 0.493 0.508 0.574 0.344 0.313 -0.0658 0.348 0.235 0.858 0.687 0.986 0.893 0.822
Download Data
Period Mean (original grids) [mm d-1]
Model Period Mean (intersection) [mm d-1]
Benchmark Period Mean (intersection) [mm d-1]
Model Period Mean (complement) [mm d-1]
Benchmark Period Mean (complement) [mm d-1]
Bias [mm d-1]
RMSE [mm d-1]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 1.23
CLM-CRUJRA [-] 1.19 1.18 1.23 1.41 2.15 -0.0518 0.588 0.644 0.806 0.583 0.941 0.941 0.771
CLM-GSWP3 [-] 1.17 1.15 1.23 1.37 2.15 -0.0741 0.600 0.598 0.785 0.583 0.939 0.926 0.763
CLM-Princeton [-] 1.13 1.11 1.22 1.35 2.14 -0.115 0.605 0.653 0.786 0.578 0.937 0.917 0.759
ISBA-CTRIP-CRUJRA [-] 1.33 1.31 1.23 1.50 2.02 0.0738 0.606 0.509 0.766 0.574 0.946 0.982 0.768
ISBA-CTRIP-GSWP3 [-] 1.30 1.28 1.23 1.42 2.02 0.0531 0.640 0.516 0.747 0.567 0.940 0.976 0.760
ISBA-CTRIP-Princeton [-] 1.24 1.21 1.23 1.42 2.01 -0.0148 0.594 0.534 0.781 0.581 0.942 0.976 0.772
JSBACH-CRUJRA [-] 1.66 1.67 1.20 1.25 1.84 0.144 0.774 0.685 0.743 0.471 0.930 0.959 0.715
JSBACH-GSWP3 [-] 1.40 1.39 1.20 1.63 1.84 0.192 0.710 0.521 0.717 0.523 0.936 0.952 0.730
JSBACH-Princeton [-] 1.64 1.63 1.20 1.23 1.84 0.108 0.746 0.664 0.752 0.487 0.930 0.960 0.723
Mean-CRUJRA [-] 1.30 1.28 1.23 1.50 1.34 0.0469 0.555 0.494 0.789 0.600 0.952 0.979 0.784
Mean-GSWP3 [-] 1.29 1.28 1.23 1.44 1.34 0.0453 0.549 0.432 0.773 0.617 0.951 0.972 0.786
Mean-Princeton [-] 1.23 1.21 1.23 1.44 1.34 -0.0163 0.534 0.473 0.805 0.614 0.953 0.969 0.791

Temporally integrated period mean

BENCHMARK MEAN
Data not available
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MODEL MEAN
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BIAS
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BIAS SCORE
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RMSE
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RMSE SCORE
Data not available
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BENCHMARK MAX MONTH
Data not available
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MODEL MAX MONTH
Data not available
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DIFFERENCE IN MAX MONTH
Data not available
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SEASONAL CYCLE SCORE
Data not available
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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]
CLM-CRUJRA [-] 0.625 0.699 0.840 0.876 0.858
CLM-GSWP3 [-] 0.636 0.695 0.721 0.817 0.769
CLM-Princeton [-] 0.540 0.569 0.728 0.752 0.740
ISBA-CTRIP-CRUJRA [-] 0.646 0.751 0.834 0.838 0.836
ISBA-CTRIP-GSWP3 [-] 0.664 0.734 0.788 0.856 0.822
ISBA-CTRIP-Princeton [-] 0.543 0.563 0.736 0.737 0.737
JSBACH-CRUJRA [-] 0.648 0.780 0.651 0.849 0.750
JSBACH-GSWP3 [-] 0.702 0.848 0.832 0.920 0.876
JSBACH-Princeton [-] 0.671 0.852 0.743 0.921 0.832
Mean-CRUJRA [-] 0.642 0.810 0.897 0.972 0.935
Mean-GSWP3 [-] 0.672 0.789 0.764 0.879 0.822
Mean-Princeton [-] 0.578 0.663 0.811 0.834 0.822
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]
CLM-CRUJRA [-] 0.766 0.764 0.902 0.935 0.918
CLM-GSWP3 [-] 0.804 0.769 0.860 0.884 0.872
CLM-Princeton [-] 0.765 0.682 0.819 0.839 0.829
ISBA-CTRIP-CRUJRA [-] 0.728 0.818 0.889 0.892 0.890
ISBA-CTRIP-GSWP3 [-] 0.793 0.837 0.917 0.906 0.911
ISBA-CTRIP-Princeton [-] 0.765 0.738 0.880 0.884 0.882
JSBACH-CRUJRA [-] 0.581 0.788 0.705 0.820 0.762
JSBACH-GSWP3 [-] 0.665 0.827 0.790 0.828 0.809
JSBACH-Princeton [-] 0.599 0.815 0.761 0.859 0.810
Mean-CRUJRA [-] 0.710 0.821 0.899 0.898 0.899
Mean-GSWP3 [-] 0.784 0.847 0.936 0.906 0.921
Mean-Princeton [-] 0.746 0.762 0.925 0.913 0.919
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]
CLM-CRUJRA [-] 0.721 0.880 0.906 0.937 0.921
CLM-GSWP3 [-] 0.726 0.891 0.916 0.910 0.913
CLM-Princeton [-] 0.715 0.853 0.898 0.876 0.887
ISBA-CTRIP-CRUJRA [-] 0.671 0.858 0.793 0.873 0.833
ISBA-CTRIP-GSWP3 [-] 0.695 0.866 0.850 0.915 0.882
ISBA-CTRIP-Princeton [-] 0.675 0.844 0.831 0.921 0.876
JSBACH-CRUJRA [-] 0.710 0.835 0.740 0.897 0.819
JSBACH-GSWP3 [-] 0.680 0.844 0.731 0.915 0.823
JSBACH-Princeton [-] 0.646 0.841 0.747 0.931 0.839
Mean-CRUJRA [-] 0.680 0.847 0.836 0.837 0.836
Mean-GSWP3 [-] 0.705 0.864 0.822 0.884 0.853
Mean-Princeton [-] 0.674 0.853 0.829 0.894 0.861
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]
CLM-CRUJRA [-] 0.673 0.817 0.818 0.865 0.841
CLM-GSWP3 [-] 0.699 0.849 0.847 0.819 0.833
CLM-Princeton [-] 0.700 0.850 0.834 0.847 0.841
ISBA-CTRIP-CRUJRA [-] 0.704 0.786 0.803 0.864 0.834
ISBA-CTRIP-GSWP3 [-] 0.764 0.852 0.842 0.878 0.860
ISBA-CTRIP-Princeton [-] 0.746 0.863 0.825 0.915 0.870
JSBACH-CRUJRA [-] 0.764 0.811 0.836 0.857 0.847
JSBACH-GSWP3 [-] 0.772 0.826 0.855 0.733 0.794
JSBACH-Princeton [-] 0.770 0.857 0.850 0.839 0.845
Mean-CRUJRA [-] 0.640 0.787 0.807 0.835 0.821
Mean-GSWP3 [-] 0.758 0.839 0.850 0.814 0.832
Mean-Princeton [-] 0.751 0.851 0.842 0.844 0.843
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]
CLM-CRUJRA [-] 0.854 0.781 0.712 0.883 0.798
CLM-GSWP3 [-] 0.855 0.653 0.674 0.720 0.697
CLM-Princeton [-] 0.806 0.733 0.670 0.742 0.706
ISBA-CTRIP-CRUJRA [-] 0.827 0.762 0.640 0.840 0.740
ISBA-CTRIP-GSWP3 [-] 0.800 0.735 0.667 0.853 0.760
ISBA-CTRIP-Princeton [-] 0.805 0.737 0.652 0.773 0.712
JSBACH-CRUJRA [-] 0.815 0.740 0.408 0.700 0.554
JSBACH-GSWP3 [-] 0.719 0.713 0.649 0.881 0.765
JSBACH-Princeton [-] 0.846 0.691 0.528 0.853 0.691
Mean-CRUJRA [-] 0.853 0.722 0.700 0.870 0.785
Mean-GSWP3 [-] 0.827 0.775 0.733 0.869 0.801
Mean-Princeton [-] 0.795 0.772 0.782 0.843 0.813
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]
CLM-CRUJRA [-] 0.717 0.765 0.863 0.903 0.883
CLM-GSWP3 [-] 0.722 0.678 0.798 0.845 0.821
CLM-Princeton [-] 0.658 0.571 0.776 0.796 0.786
ISBA-CTRIP-CRUJRA [-] 0.620 0.747 0.864 0.873 0.868
ISBA-CTRIP-GSWP3 [-] 0.687 0.777 0.917 0.928 0.923
ISBA-CTRIP-Princeton [-] 0.686 0.758 0.905 0.907 0.906
JSBACH-CRUJRA [-] 0.513 0.620 0.557 0.679 0.618
JSBACH-GSWP3 [-] 0.542 0.618 0.706 0.721 0.713
JSBACH-Princeton [-] 0.518 0.609 0.603 0.704 0.653
Mean-CRUJRA [-] 0.590 0.741 0.853 0.889 0.871
Mean-GSWP3 [-] 0.688 0.799 0.916 0.954 0.935
Mean-Princeton [-] 0.672 0.826 0.929 0.953 0.941
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]
CLM-CRUJRA [-] 0.590 0.419 0.858 0.860 0.859
CLM-GSWP3 [-] 0.597 0.379 0.839 0.847 0.843
CLM-Princeton [-] 0.679 0.348 0.744 0.760 0.752
ISBA-CTRIP-CRUJRA [-] 0.637 0.847 0.910 0.904 0.907
ISBA-CTRIP-GSWP3 [-] 0.732 0.792 0.946 0.958 0.952
ISBA-CTRIP-Princeton [-] 0.693 0.355 0.791 0.788 0.790
JSBACH-CRUJRA [-] 0.892 0.576 0.772 0.793 0.783
JSBACH-GSWP3 [-] 0.737 0.759 0.809 0.841 0.825
JSBACH-Princeton [-] 0.729 0.768 0.901 0.935 0.918
Mean-CRUJRA [-] 0.728 0.817 0.952 0.920 0.936
Mean-GSWP3 [-] 0.738 0.737 0.963 0.930 0.947
Mean-Princeton [-] 0.586 0.412 0.856 0.836 0.846
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]
CLM-CRUJRA [-] 0.727 0.727 0.906 0.934 0.920
CLM-GSWP3 [-] 0.742 0.740 0.901 0.891 0.896
CLM-Princeton [-] 0.721 0.679 0.834 0.851 0.842
ISBA-CTRIP-CRUJRA [-] 0.710 0.815 0.907 0.913 0.910
ISBA-CTRIP-GSWP3 [-] 0.758 0.859 0.932 0.966 0.949
ISBA-CTRIP-Princeton [-] 0.718 0.771 0.892 0.931 0.912
JSBACH-CRUJRA [-] 0.507 0.769 0.743 0.809 0.776
JSBACH-GSWP3 [-] 0.542 0.778 0.771 0.816 0.794
JSBACH-Princeton [-] 0.546 0.739 0.785 0.836 0.810
Mean-CRUJRA [-] 0.662 0.814 0.911 0.909 0.910
Mean-GSWP3 [-] 0.715 0.849 0.923 0.953 0.938
Mean-Princeton [-] 0.663 0.742 0.948 0.974 0.961
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]
CLM-CRUJRA [-] 0.701 0.718 0.819 0.865 0.842
CLM-GSWP3 [-] 0.719 0.780 0.755 0.804 0.780
CLM-Princeton [-] 0.660 0.679 0.701 0.768 0.735
ISBA-CTRIP-CRUJRA [-] 0.740 0.781 0.748 0.909 0.829
ISBA-CTRIP-GSWP3 [-] 0.750 0.797 0.777 0.801 0.789
ISBA-CTRIP-Princeton [-] 0.686 0.723 0.695 0.792 0.744
JSBACH-CRUJRA [-] 0.664 0.745 0.769 0.793 0.781
JSBACH-GSWP3 [-] 0.758 0.805 0.746 0.798 0.772
JSBACH-Princeton [-] 0.664 0.820 0.852 0.860 0.856
Mean-CRUJRA [-] 0.678 0.737 0.792 0.899 0.846
Mean-GSWP3 [-] 0.747 0.787 0.751 0.802 0.777
Mean-Princeton [-] 0.690 0.716 0.741 0.827 0.784
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]
CLM-CRUJRA [-] 0.663 0.848 0.912 0.930 0.921
CLM-GSWP3 [-] 0.725 0.838 0.889 0.917 0.903
CLM-Princeton [-] 0.683 0.772 0.895 0.884 0.890
ISBA-CTRIP-CRUJRA [-] 0.566 0.835 0.811 0.921 0.866
ISBA-CTRIP-GSWP3 [-] 0.632 0.836 0.874 0.938 0.906
ISBA-CTRIP-Princeton [-] 0.632 0.884 0.875 0.947 0.911
JSBACH-CRUJRA [-] 0.573 0.802 0.728 0.884 0.806
JSBACH-GSWP3 [-] 0.575 0.767 0.768 0.848 0.808
JSBACH-Princeton [-] 0.594 0.819 0.741 0.916 0.829
Mean-CRUJRA [-] 0.568 0.843 0.831 0.952 0.891
Mean-GSWP3 [-] 0.636 0.830 0.892 0.946 0.919
Mean-Princeton [-] 0.605 0.866 0.880 0.960 0.920

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
CLM-CRUJRA
Data not available
Data not available
CLM-GSWP3
Data not available
Data not available
CLM-Princeton
Data not available
Data not available
ISBA-CTRIP-CRUJRA
Data not available
Data not available
ISBA-CTRIP-GSWP3
Data not available
Data not available
ISBA-CTRIP-Princeton
Data not available
Data not available
JSBACH-CRUJRA
Data not available
Data not available
JSBACH-GSWP3
Data not available
Data not available
JSBACH-Princeton
Data not available
Data not available
Mean-CRUJRA
Data not available
Data not available
Mean-GSWP3
Data not available
Data not available
Mean-Princeton
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