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 [-] 1.06
ACCESS-CM2_CCAM [-] 1.49 1.52 1.06 3.26 0.457 0.675 1.36 0.557 0.612 0.824 0.968 0.715
ACCESS-CM2_CMIP6 [-] 1.60 1.60 1.09 0.504 0.692 1.24 0.530 0.578 0.810 0.957 0.691
ACCESS-ESM1-5_CCAM [-] 1.49 1.52 1.06 3.26 0.457 0.675 1.36 0.557 0.612 0.824 0.968 0.715
ACCESS-ESM1-5_CMIP6 [-] 1.64 1.65 1.11 0.540 0.737 1.45 0.502 0.542 0.786 0.945 0.663
CESM2_CCAM [-] 0.996 1.03 1.06 3.35 -0.0330 0.469 1.70 0.769 0.582 0.768 0.961 0.732
CESM2_CMIP6 [-] 1.36 1.36 1.08 0.287 0.528 0.787 0.634 0.644 0.899 0.959 0.756
CMCC-ESM2_CCAM [-] 1.73 1.75 1.06 3.54 0.690 0.861 0.986 0.459 0.600 0.863 0.962 0.697
CMCC-ESM2_CMIP6 [-] 1.84 1.84 1.08 0.761 0.995 1.11 0.452 0.511 0.857 0.962 0.658
CNRM-ESM2-1_CCAM [-] 1.43 1.47 1.06 3.40 0.401 0.627 1.11 0.586 0.609 0.849 0.975 0.726
CNRM-ESM2-1_CMIP6 [-] 1.04 1.04 1.09 -0.0446 0.516 1.57 0.716 0.553 0.815 0.959 0.719
EC-Earth3_CCAM [-] 1.33 1.35 1.06 3.41 0.288 0.564 1.27 0.652 0.590 0.822 0.969 0.725
EC-Earth3_CMIP6 [-] 1.19 1.19 1.08 5.72 0.111 0.669 1.34 0.671 0.473 0.822 0.955 0.679
ERA5_CCAM [-] 1.47 1.50 1.06 3.39 0.436 0.626 0.862 0.545 0.641 0.872 0.972 0.734
MPI-ESM1-2-HR_CMIP6 [-] 0.645 0.645 1.08 -0.440 0.660 1.26 0.494 0.569 0.809 0.925 0.673
NorESM2-MM_CCAM [-] 1.76 1.77 1.06 2.65 0.708 0.878 1.09 0.433 0.661 0.853 0.918 0.705
NorESM2-MM_CMIP6 [-] 1.64 1.64 1.08 0.563 0.719 0.871 0.510 0.625 0.903 0.973 0.727
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 [-] 1.46
ACCESS-CM2_CCAM [-] 2.09 2.06 1.46 0.601 0.688 0.997 0.500 0.685 0.901 0.983 0.758
ACCESS-CM2_CMIP6 [-] 2.13 2.13 1.46 0.672 0.732 1.02 0.458 0.713 0.905 0.878 0.736
ACCESS-ESM1-5_CCAM [-] 2.09 2.06 1.46 0.601 0.688 0.997 0.500 0.685 0.901 0.983 0.758
ACCESS-ESM1-5_CMIP6 [-] 2.34 2.34 1.49 0.849 0.987 1.10 0.382 0.559 0.904 0.890 0.670
CESM2_CCAM [-] 1.33 1.31 1.46 -0.145 0.444 2.08 0.830 0.627 0.728 0.984 0.774
CESM2_CMIP6 [-] 1.85 1.85 1.49 0.360 0.522 0.440 0.659 0.676 0.963 0.958 0.799
CMCC-ESM2_CCAM [-] 2.31 2.29 1.46 0.831 0.908 0.866 0.389 0.664 0.912 0.997 0.732
CMCC-ESM2_CMIP6 [-] 2.08 2.08 1.49 0.594 0.732 0.750 0.520 0.621 0.930 0.582 0.659
CNRM-ESM2-1_CCAM [-] 1.82 1.80 1.46 0.347 0.517 1.34 0.674 0.666 0.879 0.996 0.788
CNRM-ESM2-1_CMIP6 [-] 1.45 1.45 1.48 -0.0268 0.434 1.43 0.821 0.651 0.866 0.852 0.781
EC-Earth3_CCAM [-] 1.62 1.60 1.46 0.148 0.441 0.907 0.819 0.634 0.901 0.995 0.815
EC-Earth3_CMIP6 [-] 1.10 1.10 1.48 -0.385 0.574 1.39 0.638 0.612 0.867 0.915 0.742
ERA5_CCAM [-] 2.12 2.10 1.46 0.647 0.695 0.437 0.477 0.748 0.958 0.998 0.790
MPI-ESM1-2-HR_CMIP6 [-] 0.735 0.735 1.50 -0.768 0.908 1.68 0.403 0.570 0.801 0.732 0.620
NorESM2-MM_CCAM [-] 2.24 2.22 1.46 0.765 0.788 0.554 0.424 0.815 0.952 0.923 0.783
NorESM2-MM_CMIP6 [-] 1.88 1.88 1.49 0.396 0.548 0.439 0.636 0.674 0.975 0.973 0.799
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 [-] 1.93
ACCESS-CM2_CCAM [-] 2.18 2.23 1.93 0.303 0.487 0.721 0.736 0.724 0.930 0.986 0.835
ACCESS-CM2_CMIP6 [-] 2.61 2.61 1.98 0.622 0.919 1.58 0.529 0.515 0.757 0.796 0.629
ACCESS-ESM1-5_CCAM [-] 2.18 2.23 1.93 0.303 0.487 0.721 0.736 0.724 0.930 0.986 0.835
ACCESS-ESM1-5_CMIP6 [-] 2.58 2.58 1.85 0.727 0.934 1.45 0.472 0.561 0.795 0.894 0.647
CESM2_CCAM [-] 2.04 2.10 1.93 0.176 0.553 1.02 0.768 0.651 0.884 0.771 0.742
CESM2_CMIP6 [-] 2.20 2.20 1.88 0.314 0.467 0.963 0.749 0.764 0.895 0.777 0.760
CMCC-ESM2_CCAM [-] 2.36 2.41 1.93 0.486 0.562 0.481 0.632 0.784 0.959 0.875 0.809
CMCC-ESM2_CMIP6 [-] 2.43 2.43 1.88 0.542 0.658 0.972 0.580 0.698 0.930 0.912 0.753
CNRM-ESM2-1_CCAM [-] 2.21 2.25 1.93 0.326 0.461 0.798 0.720 0.757 0.946 0.991 0.843
CNRM-ESM2-1_CMIP6 [-] 2.18 2.18 1.90 0.283 0.556 0.694 0.724 0.658 0.945 0.718 0.735
EC-Earth3_CCAM [-] 2.13 2.17 1.93 0.242 0.465 0.767 0.782 0.698 0.934 0.898 0.816
EC-Earth3_CMIP6 [-] 1.71 1.71 1.90 -0.184 0.647 0.849 0.688 0.590 0.929 0.810 0.709
ERA5_CCAM [-] 2.46 2.51 1.93 0.580 0.639 0.366 0.571 0.783 0.963 0.987 0.822
MPI-ESM1-2-HR_CMIP6 [-] 0.889 0.889 1.93 -1.04 1.32 1.22 0.294 0.555 0.856 0.593 0.541
NorESM2-MM_CCAM [-] 2.36 2.40 1.93 0.478 0.608 0.571 0.632 0.775 0.949 0.884 0.820
NorESM2-MM_CMIP6 [-] 2.32 2.32 1.88 0.434 0.534 0.630 0.647 0.764 0.955 0.961 0.805
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 [-] 1.66
ACCESS-CM2_CCAM [-] 2.07 2.17 1.66 0.513 0.726 0.701 0.632 0.699 0.873 0.983 0.787
ACCESS-CM2_CMIP6 [-] 2.23 2.23 1.75 0.479 0.746 0.378 0.656 0.611 0.934 0.954 0.771
ACCESS-ESM1-5_CCAM [-] 2.07 2.17 1.66 0.513 0.726 0.701 0.632 0.699 0.873 0.983 0.787
ACCESS-ESM1-5_CMIP6 [-] 2.35 2.35 1.70 0.655 0.864 0.615 0.571 0.622 0.906 0.949 0.739
CESM2_CCAM [-] 1.62 1.75 1.66 0.0982 0.627 0.808 0.772 0.625 0.870 0.919 0.767
CESM2_CMIP6 [-] 1.93 1.93 1.66 0.262 0.628 0.607 0.693 0.676 0.936 0.980 0.810
CMCC-ESM2_CCAM [-] 2.25 2.34 1.66 0.689 0.871 0.720 0.554 0.679 0.877 0.985 0.751
CMCC-ESM2_CMIP6 [-] 2.43 2.43 1.66 0.766 0.968 1.03 0.560 0.643 0.896 0.982 0.760
CNRM-ESM2-1_CCAM [-] 2.14 2.24 1.66 0.586 0.784 0.805 0.594 0.678 0.847 0.986 0.764
CNRM-ESM2-1_CMIP6 [-] 1.26 1.26 1.70 -0.448 0.906 1.11 0.599 0.544 0.852 0.880 0.707
EC-Earth3_CCAM [-] 2.22 2.31 1.66 0.650 0.854 0.726 0.559 0.659 0.852 0.987 0.740
EC-Earth3_CMIP6 [-] 2.14 2.14 1.69 0.454 1.01 0.450 0.613 0.487 0.909 0.975 0.725
ERA5_CCAM [-] 2.30 2.38 1.66 0.725 0.900 0.576 0.513 0.687 0.882 0.973 0.745
MPI-ESM1-2-HR_CMIP6 [-] 1.05 1.05 1.66 -0.614 0.917 0.252 0.527 0.627 0.952 0.871 0.722
NorESM2-MM_CCAM [-] 2.42 2.48 1.66 0.823 1.01 0.936 0.468 0.702 0.858 0.811 0.711
NorESM2-MM_CMIP6 [-] 2.32 2.32 1.66 0.654 0.807 0.628 0.568 0.704 0.925 0.989 0.787
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 [-] 1.18
ACCESS-CM2_CCAM [-] 1.61 1.60 1.18 2.13 0.416 0.662 1.96 0.606 0.592 0.779 0.991 0.726
ACCESS-CM2_CMIP6 [-] 1.65 1.65 1.21 0.436 0.643 1.79 0.604 0.623 0.796 0.949 0.730
ACCESS-ESM1-5_CCAM [-] 1.61 1.60 1.18 2.13 0.416 0.662 1.96 0.606 0.592 0.779 0.991 0.726
ACCESS-ESM1-5_CMIP6 [-] 1.66 1.66 1.22 0.445 0.738 2.39 0.568 0.539 0.703 0.900 0.662
CESM2_CCAM [-] 1.01 0.997 1.18 1.91 -0.184 0.625 2.63 0.773 0.510 0.645 0.972 0.701
CESM2_CMIP6 [-] 1.46 1.46 1.23 0.234 0.597 0.838 0.670 0.600 0.924 0.796 0.731
CMCC-ESM2_CCAM [-] 1.72 1.70 1.18 2.09 0.523 0.669 1.03 0.565 0.671 0.884 0.986 0.765
CMCC-ESM2_CMIP6 [-] 1.65 1.65 1.23 0.420 0.632 1.29 0.594 0.653 0.877 0.858 0.736
CNRM-ESM2-1_CCAM [-] 1.22 1.20 1.18 2.56 0.0222 0.522 1.85 0.791 0.578 0.796 0.980 0.763
CNRM-ESM2-1_CMIP6 [-] 1.23 1.23 1.20 0.0275 0.435 1.18 0.844 0.620 0.889 0.995 0.813
EC-Earth3_CCAM [-] 1.21 1.19 1.18 2.53 0.0118 0.534 2.54 0.805 0.562 0.683 0.987 0.738
EC-Earth3_CMIP6 [-] 0.963 0.963 1.21 -0.249 0.664 2.77 0.718 0.485 0.627 0.888 0.658
ERA5_CCAM [-] 1.50 1.48 1.18 3.09 0.298 0.526 1.11 0.690 0.655 0.896 0.991 0.791
MPI-ESM1-2-HR_CMIP6 [-] 0.783 0.783 1.17 -0.392 0.781 2.58 0.570 0.445 0.648 0.977 0.636
NorESM2-MM_CCAM [-] 1.62 1.61 1.18 1.95 0.427 0.598 0.674 0.623 0.684 0.954 0.961 0.792
NorESM2-MM_CMIP6 [-] 1.52 1.52 1.23 0.293 0.628 0.513 0.668 0.605 0.973 0.609 0.702
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 [-] 0.676
ACCESS-CM2_CCAM [-] 1.18 1.20 0.676 3.92 0.523 0.649 1.40 0.393 0.572 0.823 0.952 0.666
ACCESS-CM2_CMIP6 [-] 1.17 1.17 0.680 0.489 0.564 1.11 0.418 0.641 0.838 0.843 0.676
ACCESS-ESM1-5_CCAM [-] 1.18 1.20 0.676 3.92 0.523 0.649 1.40 0.393 0.572 0.823 0.952 0.666
ACCESS-ESM1-5_CMIP6 [-] 1.18 1.18 0.691 0.491 0.589 1.37 0.427 0.580 0.819 0.725 0.632
CESM2_CCAM [-] 0.587 0.604 0.676 4.41 -0.0725 0.339 1.90 0.788 0.579 0.705 0.961 0.727
CESM2_CMIP6 [-] 1.03 1.03 0.691 0.341 0.449 0.788 0.559 0.644 0.886 0.701 0.689
CMCC-ESM2_CCAM [-] 1.44 1.45 0.676 4.45 0.777 0.902 0.920 0.269 0.499 0.874 0.962 0.630
CMCC-ESM2_CMIP6 [-] 1.57 1.57 0.691 0.875 1.10 0.956 0.231 0.335 0.876 0.649 0.513
CNRM-ESM2-1_CCAM [-] 1.11 1.13 0.676 4.12 0.454 0.590 0.945 0.442 0.559 0.883 0.950 0.687
CNRM-ESM2-1_CMIP6 [-] 0.694 0.694 0.690 0.00420 0.364 1.83 0.763 0.557 0.757 0.858 0.702
EC-Earth3_CCAM [-] 0.911 0.927 0.676 4.00 0.250 0.455 1.19 0.619 0.551 0.838 0.948 0.715
EC-Earth3_CMIP6 [-] 0.818 0.811 0.681 5.72 0.131 0.519 1.24 0.703 0.443 0.838 0.801 0.677
ERA5_CCAM [-] 1.05 1.07 0.676 3.79 0.393 0.525 0.792 0.482 0.596 0.887 0.949 0.710
MPI-ESM1-2-HR_CMIP6 [-] 0.399 0.399 0.684 -0.285 0.402 1.16 0.560 0.623 0.831 0.912 0.710
NorESM2-MM_CCAM [-] 1.49 1.50 0.676 2.77 0.827 0.901 1.08 0.242 0.641 0.859 0.946 0.637
NorESM2-MM_CMIP6 [-] 1.31 1.31 0.691 0.621 0.708 1.01 0.358 0.572 0.872 0.843 0.644
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 [-] 2.07
ACCESS-CM2_CCAM [-] 2.16 2.17 2.07 2.75 0.0990 0.605 0.645 0.771 0.674 0.939 0.900 0.816
ACCESS-CM2_CMIP6 [-] 2.43 2.43 2.06 0.371 1.14 2.96 0.694 0.442 0.525 0.913 0.586
ACCESS-ESM1-5_CCAM [-] 2.16 2.17 2.07 2.75 0.0990 0.605 0.645 0.771 0.674 0.939 0.900 0.816
ACCESS-ESM1-5_CMIP6 [-] 2.51 2.51 2.05 0.464 1.21 2.55 0.710 0.417 0.628 0.688 0.523
CESM2_CCAM [-] 1.81 1.80 2.07 2.60 -0.267 0.801 0.906 0.702 0.592 0.906 0.942 0.786
CESM2_CMIP6 [-] 2.11 2.11 2.03 0.0783 0.939 1.59 0.720 0.518 0.727 0.913 0.632
CMCC-ESM2_CCAM [-] 2.40 2.42 2.07 2.91 0.349 0.680 0.806 0.672 0.712 0.933 0.977 0.790
CMCC-ESM2_CMIP6 [-] 2.71 2.71 2.03 0.676 1.32 2.21 0.569 0.465 0.617 0.480 0.487
CNRM-ESM2-1_CCAM [-] 1.99 1.99 2.07 2.87 -0.0757 0.595 0.819 0.775 0.677 0.937 0.988 0.833
CNRM-ESM2-1_CMIP6 [-] 2.37 2.37 2.21 0.156 0.906 1.03 0.722 0.554 0.930 0.986 0.694
EC-Earth3_CCAM [-] 2.18 2.19 2.07 2.90 0.119 0.642 0.769 0.743 0.668 0.927 0.979 0.815
EC-Earth3_CMIP6 [-] 1.94 1.94 2.06 -0.117 0.849 1.68 0.785 0.548 0.791 0.785 0.703
ERA5_CCAM [-] 2.21 2.21 2.07 2.58 0.142 0.561 0.336 0.745 0.733 0.975 0.962 0.832
MPI-ESM1-2-HR_CMIP6 [-] 1.65 1.65 2.11 -0.461 1.11 1.84 0.616 0.460 0.715 0.685 0.576
NorESM2-MM_CCAM [-] 2.02 2.02 2.07 2.40 -0.0541 0.572 0.435 0.770 0.695 0.966 0.758 0.821
NorESM2-MM_CMIP6 [-] 2.21 2.21 2.03 0.171 0.862 1.02 0.695 0.572 0.815 0.816 0.672
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 [-] 1.22
ACCESS-CM2_CCAM [-] 1.14 1.21 1.22 1.72 -0.0144 0.890 3.32 0.711 0.347 0.487 0.852 0.571
ACCESS-CM2_CMIP6 [-] 1.61 1.61 1.23 0.386 1.09 3.45 0.573 0.294 0.392 0.748 0.484
ACCESS-ESM1-5_CCAM [-] 1.14 1.21 1.22 1.72 -0.0144 0.890 3.32 0.711 0.347 0.487 0.852 0.571
ACCESS-ESM1-5_CMIP6 [-] 1.43 1.43 1.22 0.207 0.902 3.50 0.675 0.313 0.420 0.803 0.554
CESM2_CCAM [-] 1.08 1.17 1.22 2.32 -0.0562 0.775 2.21 0.751 0.409 0.635 0.977 0.645
CESM2_CMIP6 [-] 1.10 1.10 1.24 -0.135 0.711 0.960 0.615 0.526 0.890 0.760 0.694
CMCC-ESM2_CCAM [-] 1.39 1.48 1.22 2.08 0.253 0.853 2.77 0.637 0.427 0.585 0.859 0.611
CMCC-ESM2_CMIP6 [-] 1.59 1.59 1.24 0.349 0.836 2.84 0.634 0.404 0.518 0.833 0.606
CNRM-ESM2-1_CCAM [-] 1.20 1.30 1.22 2.25 0.0724 0.799 3.00 0.719 0.398 0.585 0.894 0.645
CNRM-ESM2-1_CMIP6 [-] 1.30 1.30 1.11 0.193 0.650 1.50 0.736 0.446 0.766 0.716 0.684
EC-Earth3_CCAM [-] 1.16 1.25 1.22 2.05 0.0264 0.803 3.17 0.749 0.388 0.525 0.962 0.623
EC-Earth3_CMIP6 [-] 1.11 1.11 1.23 -0.120 0.939 3.81 0.679 0.321 0.402 0.916 0.547
ERA5_CCAM [-] 1.10 1.21 1.22 2.12 -0.0126 0.780 2.81 0.756 0.396 0.561 0.960 0.650
MPI-ESM1-2-HR_CMIP6 [-] 0.485 0.485 1.20 -0.711 1.04 3.54 0.372 0.344 0.336 0.252 0.308
NorESM2-MM_CCAM [-] 1.18 1.22 1.22 1.46 0.000802 0.854 2.74 0.630 0.399 0.571 0.529 0.536
NorESM2-MM_CMIP6 [-] 1.46 1.46 1.24 0.223 0.718 1.02 0.675 0.487 0.862 0.806 0.688
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 [-] 2.57
ACCESS-CM2_CCAM [-] 2.35 2.54 2.57 -0.0277 0.794 1.36 0.722 0.537 0.771 0.910 0.713
ACCESS-CM2_CMIP6 [-] 3.80 3.80 2.57 1.23 1.77 2.01 0.421 0.343 0.694 0.218 0.411
ACCESS-ESM1-5_CCAM [-] 2.35 2.54 2.57 -0.0277 0.794 1.36 0.722 0.537 0.771 0.910 0.713
ACCESS-ESM1-5_CMIP6 [-] 3.69 3.69 2.80 0.891 1.31 1.75 0.443 0.396 0.754 0.965 0.612
CESM2_CCAM [-] 2.85 3.07 2.57 0.505 0.969 1.15 0.631 0.544 0.804 0.985 0.719
CESM2_CMIP6 [-] 2.75 2.75 2.49 0.256 0.730 0.555 0.711 0.606 0.944 0.849 0.759
CMCC-ESM2_CCAM [-] 2.86 3.04 2.57 0.466 0.865 1.25 0.602 0.625 0.828 0.857 0.717
CMCC-ESM2_CMIP6 [-] 2.85 2.85 2.49 0.357 0.516 0.997 0.749 0.752 0.910 0.983 0.838
CNRM-ESM2-1_CCAM [-] 2.48 2.66 2.57 0.0931 0.679 1.13 0.710 0.612 0.801 0.919 0.744
CNRM-ESM2-1_CMIP6 [-] 2.41 2.41 2.77 -0.358 1.08 2.01 0.708 0.404 0.738 0.598 0.589
EC-Earth3_CCAM [-] 2.79 2.93 2.57 0.359 0.931 1.26 0.603 0.552 0.810 0.706 0.655
EC-Earth3_CMIP6 [-] 2.66 2.66 2.53 0.124 0.995 0.454 0.689 0.453 0.963 0.375 0.601
ERA5_CCAM [-] 2.89 3.03 2.57 0.461 0.870 1.28 0.577 0.642 0.801 0.682 0.672
MPI-ESM1-2-HR_CMIP6 [-] 1.63 1.63 2.73 -1.10 1.84 0.999 0.234 0.493 0.850 0.444 0.504
NorESM2-MM_CCAM [-] 2.91 3.02 2.57 0.455 1.01 1.79 0.555 0.561 0.700 0.463 0.569
NorESM2-MM_CMIP6 [-] 3.36 3.36 2.49 0.870 1.04 0.333 0.473 0.598 0.975 0.928 0.727
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 [-] 2.12
ACCESS-CM2_CCAM [-] 4.27 2.24 2.12 4.77 4.22 0.119 0.835 1.86 0.381 0.513 0.622 0.914 0.588
ACCESS-CM2_CMIP6 [-] 4.26 3.15 2.75 4.71 0.397 1.02 2.60 0.455 0.361 0.455 0.982 0.523
ACCESS-ESM1-5_CCAM [-] 4.27 2.24 2.12 4.77 4.22 0.119 0.835 1.86 0.381 0.513 0.622 0.914 0.588
ACCESS-ESM1-5_CMIP6 [-] 4.29 3.39 2.80 4.68 0.589 1.06 2.67 0.487 0.338 0.471 0.983 0.524
CESM2_CCAM [-] 4.60 1.96 2.12 5.25 4.22 -0.157 0.819 2.02 0.432 0.445 0.635 0.965 0.585
CESM2_CMIP6 [-] 3.86 2.79 2.68 4.25 0.105 0.938 2.15 0.446 0.399 0.537 0.977 0.552
CMCC-ESM2_CCAM [-] 4.45 2.46 2.12 4.94 4.22 0.341 0.919 1.66 0.395 0.507 0.625 0.916 0.590
CMCC-ESM2_CMIP6 [-] 4.06 3.07 2.68 4.42 0.388 1.11 2.27 0.449 0.371 0.531 0.953 0.535
CNRM-ESM2-1_CCAM [-] 3.51 2.07 2.12 3.87 4.22 -0.0531 0.889 1.75 0.333 0.486 0.617 0.848 0.554
CNRM-ESM2-1_CMIP6 [-] 3.81 2.73 2.78 4.25 -0.0515 0.969 2.49 0.434 0.370 0.516 0.977 0.533
EC-Earth3_CCAM [-] 4.24 2.13 2.12 4.76 4.22 0.0133 0.762 1.80 0.417 0.493 0.625 0.953 0.596
EC-Earth3_CMIP6 [-] 3.79 2.64 2.52 4.16 0.114 0.918 2.18 0.500 0.364 0.555 0.984 0.553
ERA5_CCAM [-] 3.95 2.22 2.12 4.38 4.22 0.104 0.761 1.45 0.398 0.545 0.676 0.926 0.618
MPI-ESM1-2-HR_CMIP6 [-] 3.86 2.57 2.63 4.31 -0.0587 1.04 2.20 0.397 0.335 0.555 0.927 0.510
NorESM2-MM_CCAM [-] 3.29 2.20 2.12 3.56 4.22 0.0770 1.07 1.65 0.276 0.529 0.648 0.644 0.525
NorESM2-MM_CMIP6 [-] 3.90 2.93 2.68 4.25 0.246 0.938 2.06 0.465 0.422 0.558 0.961 0.565
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 [-] 3.99
ACCESS-CM2_CCAM [-] 4.91 3.40 3.99 5.31 4.22 -0.591 1.01 2.68 0.278 0.479 0.539 0.990 0.553
ACCESS-CM2_CMIP6 [-] 4.90 4.20 4.17 5.42 0.0313 0.950 3.32 0.440 0.332 0.433 0.908 0.489
ACCESS-ESM1-5_CCAM [-] 4.91 3.40 3.99 5.31 4.22 -0.591 1.01 2.68 0.278 0.479 0.539 0.990 0.553
ACCESS-ESM1-5_CMIP6 [-] 5.05 4.58 4.23 5.43 0.346 0.912 3.06 0.507 0.312 0.478 0.980 0.518
CESM2_CCAM [-] 5.54 3.43 3.99 6.11 4.22 -0.557 1.29 2.44 0.268 0.390 0.596 0.701 0.469
CESM2_CMIP6 [-] 4.41 3.86 4.19 4.75 -0.334 0.973 2.91 0.377 0.375 0.515 0.973 0.523
CMCC-ESM2_CCAM [-] 5.05 3.60 3.99 5.43 4.22 -0.390 0.868 2.78 0.357 0.483 0.526 0.991 0.568
CMCC-ESM2_CMIP6 [-] 4.56 3.97 4.19 4.93 -0.222 0.871 2.85 0.443 0.365 0.513 0.988 0.535
CNRM-ESM2-1_CCAM [-] 3.75 3.04 3.99 3.94 4.22 -0.944 1.30 2.97 0.187 0.438 0.502 0.933 0.500
CNRM-ESM2-1_CMIP6 [-] 4.35 3.76 4.19 4.79 -0.433 1.05 3.09 0.360 0.345 0.474 0.890 0.483
EC-Earth3_CCAM [-] 4.73 3.40 3.99 5.08 4.22 -0.584 1.01 2.70 0.284 0.462 0.547 0.982 0.547
EC-Earth3_CMIP6 [-] 4.32 4.06 4.15 4.45 -0.0891 0.942 2.73 0.426 0.347 0.532 0.992 0.529
ERA5_CCAM [-] 4.43 3.45 3.99 4.69 4.22 -0.540 0.924 2.43 0.297 0.517 0.600 0.930 0.572
MPI-ESM1-2-HR_CMIP6 [-] 4.61 4.13 4.17 4.87 -0.0438 1.15 2.67 0.364 0.284 0.552 0.706 0.438
NorESM2-MM_CCAM [-] 3.45 2.93 3.99 3.59 4.22 -1.06 1.36 2.57 0.158 0.483 0.567 0.758 0.490
NorESM2-MM_CMIP6 [-] 4.48 3.94 4.19 4.81 -0.256 0.847 2.76 0.429 0.403 0.531 0.994 0.552
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 [-] 1.46
ACCESS-CM2_CCAM [-] 2.09 2.06 1.46 0.601 0.688 0.997 0.500 0.685 0.901 0.983 0.751
ACCESS-CM2_CMIP6 [-] 2.13 2.13 1.46 0.672 0.732 1.02 0.458 0.713 0.905 0.878 0.734
ACCESS-ESM1-5_CCAM [-] 2.09 2.06 1.46 0.601 0.688 0.997 0.500 0.685 0.901 0.983 0.751
ACCESS-ESM1-5_CMIP6 [-] 2.34 2.34 1.49 0.849 0.987 1.10 0.382 0.559 0.904 0.890 0.659
CESM2_CCAM [-] 1.33 1.31 1.46 -0.145 0.444 2.08 0.830 0.627 0.728 0.984 0.759
CESM2_CMIP6 [-] 1.85 1.85 1.49 0.360 0.522 0.440 0.659 0.676 0.963 0.958 0.786
CMCC-ESM2_CCAM [-] 2.31 2.29 1.46 0.831 0.908 0.866 0.389 0.664 0.912 0.997 0.725
CMCC-ESM2_CMIP6 [-] 2.08 2.08 1.49 0.594 0.732 0.750 0.520 0.621 0.930 0.582 0.655
CNRM-ESM2-1_CCAM [-] 1.82 1.80 1.46 0.347 0.517 1.34 0.674 0.666 0.879 0.996 0.776
CNRM-ESM2-1_CMIP6 [-] 1.45 1.45 1.48 -0.0268 0.434 1.43 0.821 0.651 0.866 0.852 0.768
EC-Earth3_CCAM [-] 1.62 1.60 1.46 0.148 0.441 0.907 0.819 0.634 0.901 0.995 0.797
EC-Earth3_CMIP6 [-] 1.10 1.10 1.48 -0.385 0.574 1.39 0.638 0.612 0.867 0.915 0.729
ERA5_CCAM [-] 2.12 2.10 1.46 0.647 0.695 0.437 0.477 0.748 0.958 0.998 0.786
MPI-ESM1-2-HR_CMIP6 [-] 0.735 0.735 1.50 -0.768 0.908 1.68 0.403 0.570 0.801 0.732 0.615
NorESM2-MM_CCAM [-] 2.24 2.22 1.46 0.765 0.788 0.554 0.424 0.815 0.952 0.923 0.786
NorESM2-MM_CMIP6 [-] 1.88 1.88 1.49 0.396 0.548 0.439 0.636 0.674 0.975 0.973 0.787
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 [-] 1.74
ACCESS-CM2_CCAM [-] 1.98 2.03 1.74 0.291 0.468 0.742 0.734 0.704 0.917 0.961 0.804
ACCESS-CM2_CMIP6 [-] 2.48 2.48 1.85 0.634 0.900 1.80 0.504 0.520 0.689 0.703 0.587
ACCESS-ESM1-5_CCAM [-] 1.98 2.03 1.74 0.291 0.468 0.742 0.734 0.704 0.917 0.961 0.804
ACCESS-ESM1-5_CMIP6 [-] 2.44 2.44 1.70 0.745 0.931 1.22 0.432 0.547 0.847 0.746 0.623
CESM2_CCAM [-] 1.90 2.01 1.74 0.267 0.536 0.975 0.767 0.650 0.884 0.566 0.703
CESM2_CMIP6 [-] 2.03 2.03 1.70 0.329 0.400 0.888 0.723 0.816 0.931 0.695 0.796
CMCC-ESM2_CCAM [-] 2.09 2.17 1.74 0.428 0.506 0.458 0.654 0.769 0.957 0.758 0.781
CMCC-ESM2_CMIP6 [-] 2.24 2.24 1.70 0.543 0.647 0.948 0.546 0.687 0.937 0.910 0.753
CNRM-ESM2-1_CCAM [-] 2.06 2.11 1.74 0.369 0.470 0.772 0.680 0.745 0.950 0.955 0.815
CNRM-ESM2-1_CMIP6 [-] 1.93 1.93 1.73 0.193 0.531 0.550 0.757 0.614 0.954 0.672 0.722
EC-Earth3_CCAM [-] 1.87 1.93 1.74 0.194 0.423 0.762 0.814 0.685 0.925 0.849 0.792
EC-Earth3_CMIP6 [-] 1.51 1.51 1.70 -0.188 0.551 0.769 0.729 0.602 0.939 0.860 0.746
ERA5_CCAM [-] 2.30 2.36 1.74 0.616 0.668 0.432 0.521 0.764 0.950 0.918 0.784
MPI-ESM1-2-HR_CMIP6 [-] 0.586 0.586 1.75 -1.16 1.25 0.792 0.273 0.590 0.939 0.620 0.603
NorESM2-MM_CCAM [-] 2.32 2.37 1.74 0.631 0.691 0.709 0.528 0.783 0.931 0.992 0.803
NorESM2-MM_CMIP6 [-] 2.19 2.19 1.70 0.493 0.550 0.769 0.593 0.785 0.942 0.889 0.799
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 [-] 2.32
ACCESS-CM2_CCAM [-] 2.62 2.64 2.32 0.327 0.526 0.678 0.739 0.757 0.951 0.993 0.839
ACCESS-CM2_CMIP6 [-] 2.93 2.93 2.34 0.591 0.970 1.01 0.582 0.505 0.899 0.668 0.632
ACCESS-ESM1-5_CCAM [-] 2.62 2.64 2.32 0.327 0.526 0.678 0.739 0.757 0.951 0.993 0.839
ACCESS-ESM1-5_CMIP6 [-] 2.92 2.92 2.23 0.683 0.941 2.01 0.546 0.588 0.701 0.719 0.628
CESM2_CCAM [-] 2.32 2.30 2.32 -0.0154 0.588 1.10 0.770 0.652 0.885 0.750 0.742
CESM2_CMIP6 [-] 2.55 2.55 2.27 0.285 0.602 1.11 0.789 0.687 0.841 0.451 0.691
CMCC-ESM2_CCAM [-] 2.92 2.92 2.32 0.607 0.678 0.528 0.597 0.807 0.962 0.977 0.830
CMCC-ESM2_CMIP6 [-] 2.81 2.81 2.27 0.542 0.679 1.02 0.631 0.714 0.920 0.623 0.720
CNRM-ESM2-1_CCAM [-] 2.55 2.55 2.32 0.236 0.442 0.853 0.783 0.776 0.939 0.964 0.848
CNRM-ESM2-1_CMIP6 [-] 2.78 2.78 2.28 0.494 0.614 1.03 0.665 0.738 0.930 0.527 0.720
EC-Earth3_CCAM [-] 2.68 2.66 2.32 0.343 0.555 0.779 0.733 0.719 0.949 0.919 0.808
EC-Earth3_CMIP6 [-] 2.16 2.16 2.33 -0.178 0.850 1.02 0.623 0.571 0.912 0.377 0.611
ERA5_CCAM [-] 2.82 2.82 2.32 0.504 0.580 0.228 0.649 0.813 0.982 0.998 0.851
MPI-ESM1-2-HR_CMIP6 [-] 1.51 1.51 2.31 -0.803 1.47 2.10 0.327 0.500 0.729 0.206 0.452
NorESM2-MM_CCAM [-] 2.45 2.47 2.32 0.156 0.433 0.280 0.795 0.763 0.978 0.873 0.835
NorESM2-MM_CMIP6 [-] 2.58 2.58 2.27 0.316 0.502 0.348 0.728 0.734 0.975 0.726 0.779
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 [-] 1.37
ACCESS-CM2_CCAM [-] 1.65 1.71 1.37 0.332 0.459 0.198 0.739 0.762 0.985 0.900 0.829
ACCESS-CM2_CMIP6 [-] 1.91 1.91 1.47 0.444 0.621 0.105 0.655 0.661 0.991 0.830 0.760
ACCESS-ESM1-5_CCAM [-] 1.65 1.71 1.37 0.332 0.459 0.198 0.739 0.762 0.985 0.900 0.829
ACCESS-ESM1-5_CMIP6 [-] 2.27 2.28 1.47 0.809 0.944 0.347 0.453 0.619 0.943 0.816 0.690
CESM2_CCAM [-] 1.43 1.51 1.37 0.135 0.473 0.348 0.816 0.698 0.972 0.563 0.749
CESM2_CMIP6 [-] 1.85 1.85 1.41 0.444 0.587 0.330 0.662 0.725 0.975 0.969 0.811
CMCC-ESM2_CCAM [-] 1.84 1.89 1.37 0.517 0.623 0.254 0.619 0.737 0.976 0.771 0.768
CMCC-ESM2_CMIP6 [-] 2.23 2.23 1.41 0.826 0.973 0.784 0.490 0.650 0.944 0.978 0.742
CNRM-ESM2-1_CCAM [-] 1.79 1.85 1.37 0.473 0.562 0.446 0.644 0.759 0.972 0.839 0.795
CNRM-ESM2-1_CMIP6 [-] 1.20 1.20 1.46 -0.255 0.726 0.754 0.700 0.555 0.942 0.830 0.716
EC-Earth3_CCAM [-] 1.83 1.88 1.37 0.505 0.612 0.195 0.627 0.734 0.977 0.712 0.757
EC-Earth3_CMIP6 [-] 1.71 1.71 1.39 0.318 0.769 0.0995 0.686 0.525 0.988 0.957 0.736
ERA5_CCAM [-] 2.04 2.09 1.37 0.715 0.801 0.144 0.503 0.720 0.983 0.807 0.747
MPI-ESM1-2-HR_CMIP6 [-] 0.710 0.710 1.42 -0.714 0.939 0.131 0.441 0.660 0.989 0.633 0.677
NorESM2-MM_CCAM [-] 2.31 2.34 1.37 0.967 1.01 0.507 0.396 0.756 0.959 0.919 0.757
NorESM2-MM_CMIP6 [-] 2.26 2.26 1.41 0.855 0.923 0.406 0.452 0.718 0.969 0.988 0.769
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 [-] 1.84
ACCESS-CM2_CCAM [-] 2.35 2.47 1.84 0.631 0.900 1.03 0.579 0.668 0.818 0.897 0.726
ACCESS-CM2_CMIP6 [-] 2.43 2.43 1.92 0.502 0.827 0.554 0.657 0.586 0.906 0.978 0.742
ACCESS-ESM1-5_CCAM [-] 2.35 2.47 1.84 0.631 0.900 1.03 0.579 0.668 0.818 0.897 0.726
ACCESS-ESM1-5_CMIP6 [-] 2.41 2.41 1.85 0.555 0.812 0.791 0.632 0.624 0.887 0.963 0.746
CESM2_CCAM [-] 1.75 1.91 1.84 0.0740 0.728 1.11 0.751 0.590 0.821 0.944 0.739
CESM2_CMIP6 [-] 1.98 1.98 1.84 0.138 0.656 0.797 0.709 0.651 0.916 0.968 0.779
CMCC-ESM2_CCAM [-] 2.53 2.64 1.84 0.800 1.03 1.02 0.523 0.651 0.828 0.883 0.707
CMCC-ESM2_CMIP6 [-] 2.56 2.56 1.84 0.725 0.966 1.20 0.597 0.640 0.871 0.982 0.746
CNRM-ESM2-1_CCAM [-] 2.38 2.50 1.84 0.659 0.928 1.04 0.570 0.639 0.785 0.934 0.713
CNRM-ESM2-1_CMIP6 [-] 1.29 1.29 1.86 -0.569 1.02 1.33 0.549 0.538 0.809 0.845 0.656
EC-Earth3_CCAM [-] 2.48 2.58 1.84 0.745 1.01 1.07 0.526 0.623 0.792 0.911 0.695
EC-Earth3_CMIP6 [-] 2.42 2.42 1.88 0.540 1.16 0.671 0.579 0.470 0.873 0.870 0.652
ERA5_CCAM [-] 2.47 2.57 1.84 0.732 0.965 0.858 0.519 0.671 0.834 0.907 0.720
MPI-ESM1-2-HR_CMIP6 [-] 1.27 1.27 1.82 -0.547 0.903 0.332 0.572 0.610 0.932 0.938 0.733
NorESM2-MM_CCAM [-] 2.50 2.57 1.84 0.729 1.01 1.22 0.504 0.675 0.808 0.691 0.671
NorESM2-MM_CMIP6 [-] 2.35 2.35 1.84 0.516 0.728 0.780 0.629 0.697 0.902 0.984 0.782
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 [-] 1.18
ACCESS-CM2_CCAM [-] 1.61 1.60 1.18 2.13 0.416 0.662 1.96 0.606 0.592 0.779 0.991 0.712
ACCESS-CM2_CMIP6 [-] 1.65 1.65 1.21 0.436 0.643 1.79 0.604 0.623 0.796 0.949 0.719
ACCESS-ESM1-5_CCAM [-] 1.61 1.60 1.18 2.13 0.416 0.662 1.96 0.606 0.592 0.779 0.991 0.712
ACCESS-ESM1-5_CMIP6 [-] 1.66 1.66 1.22 0.445 0.738 2.39 0.568 0.539 0.703 0.900 0.650
CESM2_CCAM [-] 1.01 0.997 1.18 1.91 -0.184 0.625 2.63 0.773 0.510 0.645 0.972 0.682
CESM2_CMIP6 [-] 1.46 1.46 1.23 0.234 0.597 0.838 0.670 0.600 0.924 0.796 0.718
CMCC-ESM2_CCAM [-] 1.72 1.70 1.18 2.09 0.523 0.669 1.03 0.565 0.671 0.884 0.986 0.755
CMCC-ESM2_CMIP6 [-] 1.65 1.65 1.23 0.420 0.632 1.29 0.594 0.653 0.877 0.858 0.727
CNRM-ESM2-1_CCAM [-] 1.22 1.20 1.18 2.56 0.0222 0.522 1.85 0.791 0.578 0.796 0.980 0.744
CNRM-ESM2-1_CMIP6 [-] 1.23 1.23 1.20 0.0275 0.435 1.18 0.844 0.620 0.889 0.995 0.794
EC-Earth3_CCAM [-] 1.21 1.19 1.18 2.53 0.0118 0.534 2.54 0.805 0.562 0.683 0.987 0.720
EC-Earth3_CMIP6 [-] 0.963 0.963 1.21 -0.249 0.664 2.77 0.718 0.485 0.627 0.888 0.641
ERA5_CCAM [-] 1.50 1.48 1.18 3.09 0.298 0.526 1.11 0.690 0.655 0.896 0.991 0.777
MPI-ESM1-2-HR_CMIP6 [-] 0.783 0.783 1.17 -0.392 0.781 2.58 0.570 0.445 0.648 0.977 0.617
NorESM2-MM_CCAM [-] 1.62 1.61 1.18 1.95 0.427 0.598 0.674 0.623 0.684 0.954 0.961 0.781
NorESM2-MM_CMIP6 [-] 1.52 1.52 1.23 0.293 0.628 0.513 0.668 0.605 0.973 0.609 0.692
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 [-] 0.720
ACCESS-CM2_CCAM [-] 1.35 1.36 0.720 5.12 0.637 0.728 0.803 0.373 0.619 0.930 0.970 0.702
ACCESS-CM2_CMIP6 [-] 1.27 1.27 0.723 0.547 0.598 0.447 0.419 0.714 0.947 0.816 0.722
ACCESS-ESM1-5_CCAM [-] 1.35 1.36 0.720 5.12 0.637 0.728 0.803 0.373 0.619 0.930 0.970 0.702
ACCESS-ESM1-5_CMIP6 [-] 1.30 1.30 0.724 0.574 0.644 0.907 0.413 0.629 0.913 0.750 0.667
CESM2_CCAM [-] 0.628 0.642 0.720 5.45 -0.0787 0.345 0.826 0.806 0.621 0.890 0.961 0.780
CESM2_CMIP6 [-] 1.10 1.10 0.733 0.364 0.466 0.540 0.577 0.676 0.941 0.969 0.768
CMCC-ESM2_CCAM [-] 1.54 1.55 0.720 5.50 0.825 0.950 0.630 0.291 0.507 0.928 0.953 0.637
CMCC-ESM2_CMIP6 [-] 1.73 1.73 0.733 0.992 1.25 0.553 0.216 0.315 0.957 0.882 0.537
CNRM-ESM2-1_CCAM [-] 1.23 1.24 0.720 4.76 0.523 0.649 0.657 0.440 0.580 0.944 0.915 0.692
CNRM-ESM2-1_CMIP6 [-] 0.696 0.696 0.732 -0.0367 0.365 1.33 0.780 0.598 0.842 0.941 0.752
EC-Earth3_CCAM [-] 1.05 1.06 0.720 4.95 0.340 0.516 0.595 0.579 0.575 0.936 0.923 0.717
EC-Earth3_CMIP6 [-] 0.948 0.938 0.717 5.72 0.221 0.589 0.675 0.679 0.455 0.930 0.724 0.649
ERA5_CCAM [-] 1.21 1.22 0.720 4.41 0.501 0.609 0.503 0.443 0.619 0.946 0.936 0.713
MPI-ESM1-2-HR_CMIP6 [-] 0.439 0.439 0.733 -0.294 0.414 0.551 0.590 0.668 0.933 0.888 0.749
NorESM2-MM_CCAM [-] 1.63 1.64 0.720 3.33 0.919 0.975 0.565 0.247 0.666 0.937 0.969 0.697
NorESM2-MM_CMIP6 [-] 1.39 1.39 0.733 0.653 0.741 0.640 0.383 0.605 0.936 0.957 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 [-] 0.604
ACCESS-CM2_CCAM [-] 0.917 0.941 0.604 2.67 0.337 0.519 2.38 0.431 0.478 0.613 0.935 0.587
ACCESS-CM2_CMIP6 [-] 1.00 1.00 0.609 0.393 0.507 2.20 0.415 0.497 0.626 0.976 0.602
ACCESS-ESM1-5_CCAM [-] 0.917 0.941 0.604 2.67 0.337 0.519 2.38 0.431 0.478 0.613 0.935 0.587
ACCESS-ESM1-5_CMIP6 [-] 1.00 1.00 0.639 0.363 0.504 2.08 0.451 0.494 0.655 0.781 0.575
CESM2_CCAM [-] 0.518 0.542 0.604 3.34 -0.0623 0.329 3.65 0.754 0.499 0.341 0.961 0.611
CESM2_CMIP6 [-] 0.928 0.928 0.625 0.303 0.423 1.18 0.525 0.585 0.784 0.471 0.590
CMCC-ESM2_CCAM [-] 1.28 1.30 0.604 3.36 0.697 0.823 1.40 0.226 0.484 0.769 0.924 0.577
CMCC-ESM2_CMIP6 [-] 1.31 1.31 0.625 0.688 0.851 1.60 0.258 0.371 0.725 0.521 0.449
CNRM-ESM2-1_CCAM [-] 0.923 0.944 0.604 3.46 0.340 0.494 1.42 0.446 0.518 0.764 0.935 0.636
CNRM-ESM2-1_CMIP6 [-] 0.692 0.692 0.616 0.0759 0.361 2.70 0.727 0.471 0.580 0.699 0.590
EC-Earth3_CCAM [-] 0.687 0.708 0.604 3.02 0.103 0.355 2.16 0.697 0.504 0.647 0.930 0.657
EC-Earth3_CMIP6 [-] 0.605 0.605 0.621 -0.0162 0.404 2.16 0.749 0.421 0.665 0.955 0.642
ERA5_CCAM [-] 0.800 0.820 0.604 3.15 0.216 0.386 1.27 0.558 0.550 0.770 0.898 0.665
MPI-ESM1-2-HR_CMIP6 [-] 0.333 0.333 0.605 -0.272 0.383 2.14 0.500 0.535 0.628 0.941 0.628
NorESM2-MM_CCAM [-] 1.27 1.28 0.604 2.20 0.676 0.780 1.92 0.232 0.592 0.705 0.607 0.545
NorESM2-MM_CMIP6 [-] 1.19 1.19 0.625 0.569 0.655 1.59 0.311 0.509 0.753 0.707 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 [-] 1.95
ACCESS-CM2_CCAM [-] 2.07 2.17 1.95 0.220 0.688 0.765 0.754 0.650 0.882 0.964 0.780
ACCESS-CM2_CMIP6 [-] 2.33 2.33 2.11 0.217 0.940 2.02 0.846 0.481 0.701 0.578 0.617
ACCESS-ESM1-5_CCAM [-] 2.07 2.17 1.95 0.220 0.688 0.765 0.754 0.650 0.882 0.964 0.780
ACCESS-ESM1-5_CMIP6 [-] 3.14 3.14 2.08 1.06 2.12 5.03 0.435 0.237 0.0717 1.00 0.396
CESM2_CCAM [-] 1.87 1.96 1.95 0.00416 0.722 0.840 0.802 0.605 0.869 0.993 0.775
CESM2_CMIP6 [-] 2.31 2.31 1.94 0.376 1.25 2.53 0.738 0.392 0.462 0.951 0.587
CMCC-ESM2_CCAM [-] 2.44 2.58 1.95 0.631 0.882 0.942 0.628 0.671 0.874 0.604 0.690
CMCC-ESM2_CMIP6 [-] 2.85 2.85 1.94 0.915 1.59 2.54 0.493 0.392 0.542 0.459 0.456
CNRM-ESM2-1_CCAM [-] 1.96 2.06 1.95 0.105 0.610 0.342 0.772 0.669 0.967 0.990 0.813
CNRM-ESM2-1_CMIP6 [-] 2.51 2.51 1.95 0.559 1.10 1.03 0.651 0.479 0.930 0.597 0.627
EC-Earth3_CCAM [-] 2.21 2.32 1.95 0.367 0.699 0.423 0.716 0.671 0.921 0.957 0.787
EC-Earth3_CMIP6 [-] 1.97 1.97 1.97 -0.000155 0.770 1.69 0.814 0.585 0.743 0.755 0.696
ERA5_CCAM [-] 2.06 2.12 1.95 0.164 0.571 0.169 0.778 0.707 0.988 0.806 0.797
MPI-ESM1-2-HR_CMIP6 [-] 1.43 1.43 1.94 -0.511 1.07 0.00 0.658 0.441 1.00 0.131 0.534
NorESM2-MM_CCAM [-] 1.88 1.93 1.95 -0.0256 0.633 0.511 0.825 0.651 0.952 0.879 0.791
NorESM2-MM_CMIP6 [-] 2.11 2.11 1.94 0.169 0.809 0.00 0.872 0.534 1.00 0.981 0.784
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 [-] 2.65
ACCESS-CM2_CCAM [-] 2.46 2.43 2.65 3.08 -0.214 0.622 0.372 0.693 0.737 0.975 0.986 0.826
ACCESS-CM2_CMIP6 [-] 2.25 2.25 2.78 -0.526 1.14 1.02 0.621 0.400 0.933 1.00 0.671
ACCESS-ESM1-5_CCAM [-] 2.46 2.43 2.65 3.08 -0.214 0.622 0.372 0.693 0.737 0.975 0.986 0.826
ACCESS-ESM1-5_CMIP6 [-] 2.41 2.41 2.47 -0.0656 0.858 0.513 0.918 0.471 0.967 0.293 0.624
CESM2_CCAM [-] 2.20 2.20 2.65 2.85 -0.450 0.839 0.369 0.607 0.692 0.976 0.981 0.790
CESM2_CMIP6 [-] 2.11 2.11 2.55 -0.440 1.10 1.02 0.693 0.494 0.897 0.400 0.596
CMCC-ESM2_CCAM [-] 2.52 2.58 2.65 3.29 -0.0639 0.743 0.808 0.629 0.720 0.937 0.824 0.766
CMCC-ESM2_CMIP6 [-] 2.52 2.52 2.55 -0.0311 1.43 3.04 0.596 0.455 0.488 0.0770 0.414
CNRM-ESM2-1_CCAM [-] 2.35 2.39 2.65 3.23 -0.259 0.690 0.297 0.630 0.742 0.980 0.950 0.809
CNRM-ESM2-1_CMIP6 [-] 2.12 2.12 2.52 -0.403 0.902 1.03 0.715 0.556 0.930 0.328 0.617
EC-Earth3_CCAM [-] 2.56 2.64 2.65 3.34 -0.00854 0.684 0.515 0.658 0.729 0.960 0.854 0.786
EC-Earth3_CMIP6 [-] 2.55 2.55 2.60 -0.0485 0.494 0.383 0.892 0.687 0.976 0.979 0.844
ERA5_CCAM [-] 2.40 2.44 2.65 2.86 -0.207 0.644 0.517 0.656 0.753 0.964 0.983 0.822
MPI-ESM1-2-HR_CMIP6 [-] 2.77 2.77 2.66 0.107 0.957 1.41 0.756 0.542 0.759 0.212 0.562
NorESM2-MM_CCAM [-] 2.20 2.18 2.65 2.62 -0.471 0.767 0.592 0.625 0.716 0.959 0.948 0.793
NorESM2-MM_CMIP6 [-] 2.15 2.15 2.55 -0.400 1.03 1.01 0.626 0.570 0.842 0.230 0.568
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 [-] 2.13
ACCESS-CM2_CCAM [-] 2.24 2.26 2.13 0.123 0.513 0.345 0.815 0.703 0.978 0.953 0.830
ACCESS-CM2_CMIP6 [-] 2.63 2.63 2.11 0.520 1.06 3.40 0.695 0.506 0.405 0.0171 0.426
ACCESS-ESM1-5_CCAM [-] 2.24 2.26 2.13 0.123 0.513 0.345 0.815 0.703 0.978 0.953 0.830
ACCESS-ESM1-5_CMIP6 [-] 2.87 2.87 2.08 0.786 1.41 2.71 0.576 0.409 0.617 0.113 0.425
CESM2_CCAM [-] 1.68 1.66 2.13 -0.468 0.845 0.675 0.644 0.568 0.939 0.991 0.742
CESM2_CMIP6 [-] 2.38 2.38 2.21 0.171 1.06 2.03 0.651 0.519 0.647 0.244 0.516
CMCC-ESM2_CCAM [-] 2.64 2.65 2.13 0.514 0.669 0.901 0.647 0.749 0.937 0.961 0.809
CMCC-ESM2_CMIP6 [-] 3.35 3.35 2.21 1.13 1.64 2.70 0.522 0.444 0.582 0.0837 0.415
CNRM-ESM2-1_CCAM [-] 2.09 2.09 2.13 -0.0455 0.503 0.945 0.817 0.701 0.937 0.987 0.828
CNRM-ESM2-1_CMIP6 [-] 2.49 2.49 2.24 0.248 0.744 1.03 0.823 0.612 0.930 0.356 0.667
EC-Earth3_CCAM [-] 2.35 2.33 2.13 0.202 0.599 1.03 0.740 0.688 0.915 0.989 0.804
EC-Earth3_CMIP6 [-] 1.99 1.99 2.15 -0.167 1.03 1.70 0.680 0.522 0.792 0.175 0.538
ERA5_CCAM [-] 2.47 2.47 2.13 0.334 0.526 0.214 0.727 0.793 0.984 0.755 0.810
MPI-ESM1-2-HR_CMIP6 [-] 1.29 1.29 2.13 -0.841 1.24 2.53 0.467 0.442 0.602 0.940 0.578
NorESM2-MM_CCAM [-] 2.11 2.11 2.13 -0.0215 0.470 0.0852 0.824 0.721 0.993 0.893 0.830
NorESM2-MM_CMIP6 [-] 2.59 2.59 2.21 0.382 1.10 1.85 0.622 0.535 0.657 0.169 0.504
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 [-] 1.68
ACCESS-CM2_CCAM [-] 1.90 1.89 1.68 2.13 0.207 0.659 1.12 0.794 0.581 0.880 0.822 0.732
ACCESS-CM2_CMIP6 [-] 2.35 2.35 1.75 0.599 1.34 3.71 0.616 0.354 0.337 0.807 0.493
ACCESS-ESM1-5_CCAM [-] 1.90 1.89 1.68 2.13 0.207 0.659 1.12 0.794 0.581 0.880 0.822 0.732
ACCESS-ESM1-5_CMIP6 [-] 1.77 1.77 1.58 0.184 0.789 3.05 0.844 0.465 0.498 0.202 0.495
CESM2_CCAM [-] 1.69 1.63 1.68 2.14 -0.0559 0.768 1.58 0.825 0.515 0.808 0.947 0.722
CESM2_CMIP6 [-] 1.71 1.71 1.56 0.146 0.579 1.01 0.856 0.599 0.830 0.495 0.676
CMCC-ESM2_CCAM [-] 1.97 1.94 1.68 2.19 0.260 0.536 0.612 0.782 0.673 0.961 0.994 0.816
CMCC-ESM2_CMIP6 [-] 1.99 1.99 1.56 0.428 0.775 1.01 0.660 0.544 0.830 0.468 0.609
CNRM-ESM2-1_CCAM [-] 1.62 1.59 1.68 2.18 -0.0944 0.634 1.28 0.864 0.577 0.871 0.993 0.776
CNRM-ESM2-1_CMIP6 [-] 2.45 2.45 1.74 0.703 1.04 1.03 0.512 0.480 0.930 1.00 0.681
EC-Earth3_CCAM [-] 1.69 1.64 1.68 2.07 -0.0383 0.635 0.818 0.854 0.573 0.917 0.996 0.783
EC-Earth3_CMIP6 [-] 1.51 1.51 1.67 -0.164 0.928 2.46 0.803 0.426 0.637 0.831 0.625
ERA5_CCAM [-] 1.83 1.81 1.68 2.07 0.127 0.543 0.459 0.842 0.635 0.967 0.997 0.815
MPI-ESM1-2-HR_CMIP6 [-] 1.17 1.17 1.68 -0.502 1.12 2.44 0.612 0.379 0.637 0.573 0.516
NorESM2-MM_CCAM [-] 1.86 1.85 1.68 1.99 0.164 0.534 0.713 0.801 0.664 0.943 0.973 0.809
NorESM2-MM_CMIP6 [-] 1.80 1.80 1.56 0.237 0.503 0.407 0.802 0.656 0.974 0.563 0.730
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 [-] 1.22
ACCESS-CM2_CCAM [-] 1.14 1.20 1.22 -0.0142 0.890 2.66 0.658 0.398 0.611 0.599 0.533
ACCESS-CM2_CMIP6 [-] 1.89 1.89 1.54 0.351 1.22 4.31 0.672 0.307 0.174 0.984 0.489
ACCESS-ESM1-5_CCAM [-] 1.14 1.20 1.22 -0.0142 0.890 2.66 0.658 0.398 0.611 0.599 0.533
ACCESS-ESM1-5_CMIP6 [-] 1.21 1.21 1.25 -0.0431 0.717 2.72 0.822 0.407 0.580 0.779 0.599
CESM2_CCAM [-] 0.870 0.948 1.22 -0.270 0.877 2.62 0.653 0.401 0.546 0.777 0.555
CESM2_CMIP6 [-] 1.35 1.35 1.31 0.0435 0.553 0.879 0.817 0.534 0.927 0.774 0.717
CMCC-ESM2_CCAM [-] 1.32 1.42 1.22 0.198 0.784 0.791 0.600 0.545 0.877 0.518 0.617
CMCC-ESM2_CMIP6 [-] 1.55 1.55 1.31 0.247 0.688 2.17 0.744 0.475 0.596 0.990 0.656
CNRM-ESM2-1_CCAM [-] 1.06 1.20 1.22 -0.0151 0.759 1.73 0.719 0.461 0.803 0.885 0.666
CNRM-ESM2-1_CMIP6 [-] 1.10 1.10 1.11 -0.0113 0.525 1.63 0.983 0.451 0.802 1.00 0.737
EC-Earth3_CCAM [-] 0.943 1.04 1.22 -0.177 0.812 2.91 0.698 0.429 0.572 0.752 0.576
EC-Earth3_CMIP6 [-] 1.24 1.24 1.47 -0.230 1.11 3.25 0.567 0.362 0.429 0.744 0.493
ERA5_CCAM [-] 1.12 1.25 1.22 0.0313 0.794 2.00 0.686 0.448 0.747 0.854 0.637
MPI-ESM1-2-HR_CMIP6 [-] 0.424 0.424 1.38 -0.954 1.31 4.53 0.316 0.338 0.158 0.157 0.261
NorESM2-MM_CCAM [-] 1.36 1.44 1.22 0.222 0.839 1.09 0.590 0.498 0.850 0.519 0.591
NorESM2-MM_CMIP6 [-] 1.62 1.62 1.31 0.319 0.768 1.15 0.541 0.536 0.823 0.864 0.660
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
ACCESS-CM2_CCAM [-] 1.14 1.21 1.23 1.72 -0.0144 0.890 3.50 0.725 0.334 0.455 0.897 0.549
ACCESS-CM2_CMIP6 [-] 1.53 1.53 1.13 0.396 1.05 3.19 0.533 0.288 0.481 0.552 0.429
ACCESS-ESM1-5_CCAM [-] 1.14 1.21 1.23 1.72 -0.0144 0.890 3.50 0.725 0.334 0.455 0.897 0.549
ACCESS-ESM1-5_CMIP6 [-] 1.48 1.48 1.22 0.264 0.944 3.67 0.641 0.291 0.383 0.771 0.475
CESM2_CCAM [-] 1.13 1.23 1.23 2.32 -0.000634 0.748 2.10 0.776 0.411 0.659 0.987 0.649
CESM2_CMIP6 [-] 1.04 1.04 1.22 -0.183 0.754 0.981 0.558 0.523 0.879 0.695 0.636
CMCC-ESM2_CCAM [-] 1.41 1.49 1.23 2.08 0.267 0.871 3.28 0.647 0.396 0.510 0.909 0.572
CMCC-ESM2_CMIP6 [-] 1.59 1.59 1.22 0.376 0.875 3.02 0.603 0.384 0.496 0.794 0.532
CNRM-ESM2-1_CCAM [-] 1.23 1.32 1.23 2.25 0.0951 0.810 3.33 0.719 0.382 0.528 0.892 0.581
CNRM-ESM2-1_CMIP6 [-] 1.35 1.35 1.11 0.244 0.680 1.46 0.674 0.444 0.757 0.666 0.597
EC-Earth3_CCAM [-] 1.21 1.30 1.23 2.05 0.0792 0.801 3.23 0.763 0.377 0.513 0.981 0.602
EC-Earth3_CMIP6 [-] 1.07 1.07 1.16 -0.0882 0.888 3.98 0.719 0.306 0.391 0.949 0.534
ERA5_CCAM [-] 1.09 1.20 1.23 2.12 -0.0240 0.776 3.02 0.775 0.383 0.513 0.977 0.606
MPI-ESM1-2-HR_CMIP6 [-] 0.501 0.501 1.15 -0.649 0.975 3.29 0.389 0.345 0.390 0.268 0.348
NorESM2-MM_CCAM [-] 1.13 1.17 1.23 1.46 -0.0565 0.858 3.17 0.641 0.373 0.500 0.471 0.471
NorESM2-MM_CMIP6 [-] 1.42 1.42 1.22 0.197 0.705 0.982 0.713 0.473 0.873 0.797 0.666
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 [-] 2.57
ACCESS-CM2_CCAM [-] 2.35 2.54 2.57 -0.0277 0.794 1.36 0.722 0.537 0.771 0.910 0.696
ACCESS-CM2_CMIP6 [-] 3.80 3.80 2.57 1.23 1.77 2.01 0.421 0.343 0.694 0.218 0.404
ACCESS-ESM1-5_CCAM [-] 2.35 2.54 2.57 -0.0277 0.794 1.36 0.722 0.537 0.771 0.910 0.696
ACCESS-ESM1-5_CMIP6 [-] 3.69 3.69 2.80 0.891 1.31 1.75 0.443 0.396 0.754 0.965 0.591
CESM2_CCAM [-] 2.85 3.07 2.57 0.505 0.969 1.15 0.631 0.544 0.804 0.985 0.702
CESM2_CMIP6 [-] 2.75 2.75 2.49 0.256 0.730 0.555 0.711 0.606 0.944 0.849 0.743
CMCC-ESM2_CCAM [-] 2.86 3.04 2.57 0.466 0.865 1.25 0.602 0.625 0.828 0.857 0.707
CMCC-ESM2_CMIP6 [-] 2.85 2.85 2.49 0.357 0.516 0.997 0.749 0.752 0.910 0.983 0.829
CNRM-ESM2-1_CCAM [-] 2.48 2.66 2.57 0.0931 0.679 1.13 0.710 0.612 0.801 0.919 0.731
CNRM-ESM2-1_CMIP6 [-] 2.41 2.41 2.77 -0.358 1.08 2.01 0.708 0.404 0.738 0.598 0.570
EC-Earth3_CCAM [-] 2.79 2.93 2.57 0.359 0.931 1.26 0.603 0.552 0.810 0.706 0.644
EC-Earth3_CMIP6 [-] 2.66 2.66 2.53 0.124 0.995 0.454 0.689 0.453 0.963 0.375 0.586
ERA5_CCAM [-] 2.89 3.03 2.57 0.461 0.870 1.28 0.577 0.642 0.801 0.682 0.669
MPI-ESM1-2-HR_CMIP6 [-] 1.63 1.63 2.73 -1.10 1.84 0.999 0.234 0.493 0.850 0.444 0.503
NorESM2-MM_CCAM [-] 2.91 3.02 2.57 0.455 1.01 1.79 0.555 0.561 0.700 0.463 0.568
NorESM2-MM_CMIP6 [-] 3.36 3.36 2.49 0.870 1.04 0.333 0.473 0.598 0.975 0.928 0.715

Temporally integrated period mean

BENCHMARK MEAN
Data not available
Data not available
MODEL MEAN
Data not available
BIAS
Data not available
BIAS SCORE
Data not available
Data not available
RMSE
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
SEASONAL CYCLE SCORE
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

All Models

Benchmark
Data not available
Data not available
ACCESS-CM2_CCAM
Data not available
Data not available
ACCESS-CM2_CMIP6
Data not available
Data not available
ACCESS-ESM1-5_CCAM
Data not available
Data not available
ACCESS-ESM1-5_CMIP6
Data not available
Data not available
CESM2_CCAM
Data not available
Data not available
CESM2_CMIP6
Data not available
Data not available
CMCC-ESM2_CCAM
Data not available
Data not available
CMCC-ESM2_CMIP6
Data not available
Data not available
CNRM-ESM2-1_CCAM
Data not available
Data not available
CNRM-ESM2-1_CMIP6
Data not available
Data not available
EC-Earth3_CCAM
Data not available
Data not available
EC-Earth3_CMIP6
Data not available
Data not available
ERA5_CCAM
Data not available
Data not available
MPI-ESM1-2-HR_CMIP6
Data not available
Data not available
NorESM2-MM_CCAM
Data not available
Data not available
NorESM2-MM_CMIP6
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