Mean State

Download Data
Period Mean (original grids) [watt/m2]
Model Period Mean (intersection) [watt/m2]
Benchmark Period Mean (intersection) [watt/m2]
Model Period Mean (complement) [watt/m2]
Benchmark Period Mean (complement) [watt/m2]
Bias [watt/m2]
RMSE [watt/m2]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 33.5
ACCESS-CM2_BARPA [-] 33.6 34.7 33.5 96.1 1.25 10.2 0.782 0.761 0.647 0.912 0.943 0.782
ACCESS-CM2_CCAM [-] 43.3 44.1 33.5 97.3 10.6 16.3 1.03 0.579 0.576 0.887 0.909 0.706
ACCESS-CM2_CMIP6 [-] 46.1 46.1 33.7 12.4 17.7 0.877 0.534 0.557 0.879 0.773 0.660
ACCESS-ESM1-5_BARPA [-] 31.9 33.0 33.5 93.4 -0.476 9.63 0.887 0.743 0.671 0.909 0.918 0.782
ACCESS-ESM1-5_CCAM [-] 43.9 44.8 33.5 96.8 11.3 18.1 0.996 0.523 0.554 0.882 0.773 0.657
ACCESS-ESM1-5_CMIP6 [-] 47.5 47.5 33.6 14.0 18.8 1.03 0.503 0.542 0.878 0.718 0.637
CESM2_BARPA [-] 28.1 29.3 33.5 101. -4.18 11.1 1.02 0.692 0.645 0.896 0.924 0.760
CESM2_CCAM [-] 28.9 29.9 33.5 97.9 -3.58 15.5 1.65 0.648 0.515 0.789 0.772 0.648
CESM2_CMIP6 [-] 39.4 39.4 33.4 5.97 13.1 0.784 0.675 0.615 0.912 0.806 0.725
CMCC-ESM2_BARPA [-] 27.0 28.1 33.5 97.5 -5.34 13.8 1.48 0.665 0.567 0.833 0.931 0.713
CMCC-ESM2_CCAM [-] 50.0 50.9 33.5 101. 17.4 20.7 1.04 0.434 0.581 0.877 0.913 0.677
CMCC-ESM2_CMIP6 [-] 53.0 53.0 33.4 19.6 24.9 0.916 0.414 0.505 0.896 0.836 0.631
CNRM-ESM2-1_CCAM [-] 41.6 42.5 33.5 91.7 9.04 14.3 0.793 0.620 0.609 0.913 0.881 0.726
CNRM-ESM2-1_CMIP6 [-] 30.1 30.1 33.4 -3.35 17.6 1.75 0.606 0.475 0.791 0.778 0.625
EC-Earth3_BARPA [-] 24.5 25.6 33.5 91.6 -7.90 13.4 0.934 0.582 0.657 0.905 0.879 0.736
EC-Earth3_CCAM [-] 38.4 39.2 33.5 90.6 5.75 13.9 0.870 0.660 0.583 0.890 0.793 0.702
EC-Earth3_CMIP6 [-] 34.5 34.4 33.5 165. 0.859 18.4 0.834 0.622 0.452 0.904 0.789 0.644
ERA5_BARPA [-] 32.6 33.5 33.5 91.9 0.0797 9.47 1.10 0.777 0.663 0.884 0.940 0.785
ERA5_CCAM [-] 42.7 43.5 33.5 93.7 10.0 14.8 0.729 0.578 0.635 0.913 0.811 0.714
MPI-ESM1-2-HR_BARPA [-] 24.2 25.4 33.5 98.0 -8.07 14.0 0.824 0.573 0.629 0.912 0.899 0.728
MPI-ESM1-2-HR_CMIP6 [-] 18.6 18.6 33.6 -15.0 21.9 0.994 0.385 0.510 0.868 0.810 0.617
NorESM2-MM_BARPA [-] 35.7 36.9 33.5 106. 3.43 12.4 1.53 0.742 0.583 0.829 0.928 0.733
NorESM2-MM_CCAM [-] 50.9 51.4 33.5 77.8 17.9 21.1 1.07 0.414 0.614 0.874 0.964 0.696
NorESM2-MM_CMIP6 [-] 47.3 47.3 33.4 13.9 17.9 1.16 0.494 0.599 0.868 0.852 0.682
Download Data
Period Mean (original grids) [watt/m2]
Model Period Mean (intersection) [watt/m2]
Benchmark Period Mean (intersection) [watt/m2]
Model Period Mean (complement) [watt/m2]
Benchmark Period Mean (complement) [watt/m2]
Bias [watt/m2]
RMSE [watt/m2]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 42.3
ACCESS-CM2_BARPA [-] 43.7 43.3 42.3 31.5 1.06 8.79 0.748 0.797 0.749 0.934 0.870 0.828
ACCESS-CM2_CCAM [-] 60.5 59.8 42.3 50.4 17.6 18.7 0.790 0.443 0.743 0.935 0.882 0.750
ACCESS-CM2_CMIP6 [-] 61.6 61.6 42.2 19.5 20.1 0.673 0.396 0.785 0.956 0.981 0.780
ACCESS-ESM1-5_BARPA [-] 43.0 42.8 42.3 30.3 0.522 8.64 0.818 0.797 0.739 0.926 0.875 0.824
ACCESS-ESM1-5_CCAM [-] 69.5 69.2 42.3 56.5 26.9 28.5 0.983 0.285 0.654 0.905 0.844 0.670
ACCESS-ESM1-5_CMIP6 [-] 67.5 67.5 43.1 24.4 26.9 0.473 0.324 0.604 0.966 0.982 0.706
CESM2_BARPA [-] 40.5 40.3 42.3 29.4 -2.02 9.30 1.25 0.799 0.704 0.877 0.924 0.812
CESM2_CCAM [-] 38.4 38.2 42.3 29.6 -4.07 10.9 0.753 0.816 0.632 0.925 0.986 0.817
CESM2_CMIP6 [-] 53.4 53.4 42.7 10.7 14.8 1.24 0.620 0.648 0.881 0.987 0.769
CMCC-ESM2_BARPA [-] 37.0 36.6 42.3 27.1 -5.64 11.6 1.43 0.748 0.653 0.844 0.912 0.774
CMCC-ESM2_CCAM [-] 67.0 66.4 42.3 60.7 24.2 26.1 0.898 0.332 0.634 0.916 0.948 0.700
CMCC-ESM2_CMIP6 [-] 60.2 60.2 42.7 17.5 20.3 0.837 0.448 0.628 0.936 0.808 0.697
CNRM-ESM2-1_CCAM [-] 52.9 52.5 42.3 42.2 10.2 12.3 0.663 0.626 0.740 0.952 0.929 0.804
CNRM-ESM2-1_CMIP6 [-] 41.9 41.9 43.0 -1.11 14.0 1.49 0.778 0.579 0.801 0.715 0.703
EC-Earth3_BARPA [-] 27.4 27.2 42.3 18.7 -15.0 18.2 0.881 0.496 0.621 0.918 0.995 0.742
EC-Earth3_CCAM [-] 47.1 46.7 42.3 37.2 4.39 9.63 0.938 0.811 0.686 0.907 0.923 0.816
EC-Earth3_CMIP6 [-] 31.7 31.7 42.7 -11.0 14.3 0.583 0.595 0.648 0.955 0.996 0.782
ERA5_BARPA [-] 40.5 40.2 42.3 29.4 -2.11 10.9 1.26 0.788 0.655 0.876 0.891 0.786
ERA5_CCAM [-] 61.6 61.2 42.3 51.8 18.9 19.7 1.16 0.415 0.775 0.888 0.951 0.759
MPI-ESM1-2-HR_BARPA [-] 25.1 24.9 42.3 17.8 -17.4 21.1 0.708 0.447 0.573 0.928 0.992 0.717
MPI-ESM1-2-HR_CMIP6 [-] 21.2 21.2 43.2 -22.0 25.8 0.781 0.355 0.533 0.932 0.897 0.663
NorESM2-MM_BARPA [-] 46.0 45.7 42.3 34.6 3.40 12.6 1.91 0.803 0.601 0.758 0.935 0.755
NorESM2-MM_CCAM [-] 64.8 64.5 42.3 58.0 22.2 23.3 1.06 0.360 0.738 0.890 0.995 0.745
NorESM2-MM_CMIP6 [-] 54.4 54.4 42.7 11.7 16.4 1.50 0.592 0.612 0.827 0.975 0.736
Download Data
Period Mean (original grids) [watt/m2]
Model Period Mean (intersection) [watt/m2]
Benchmark Period Mean (intersection) [watt/m2]
Model Period Mean (complement) [watt/m2]
Benchmark Period Mean (complement) [watt/m2]
Bias [watt/m2]
RMSE [watt/m2]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 56.6
ACCESS-CM2_BARPA [-] 54.7 56.3 56.6 -0.289 12.7 0.774 0.794 0.712 0.927 0.830 0.825
ACCESS-CM2_CCAM [-] 63.2 64.5 56.6 7.93 14.8 0.586 0.709 0.715 0.954 0.908 0.822
ACCESS-CM2_CMIP6 [-] 75.3 75.3 57.6 17.7 26.3 0.849 0.537 0.525 0.887 0.607 0.631
ACCESS-ESM1-5_BARPA [-] 56.1 57.6 56.6 0.962 12.0 0.792 0.802 0.724 0.930 0.824 0.828
ACCESS-ESM1-5_CCAM [-] 76.8 77.9 56.6 21.3 23.8 0.896 0.479 0.713 0.930 0.993 0.774
ACCESS-ESM1-5_CMIP6 [-] 74.6 74.6 54.1 20.5 25.8 1.13 0.477 0.591 0.860 0.629 0.624
CESM2_BARPA [-] 52.9 55.0 56.6 -1.65 13.5 0.735 0.756 0.715 0.937 0.716 0.799
CESM2_CCAM [-] 59.0 60.9 56.6 4.27 16.4 0.613 0.790 0.628 0.952 0.618 0.736
CESM2_CMIP6 [-] 63.5 63.5 55.4 8.12 13.6 0.877 0.761 0.733 0.910 0.573 0.733
CMCC-ESM2_BARPA [-] 48.2 50.1 56.6 -6.47 16.6 0.814 0.680 0.691 0.930 0.642 0.767
CMCC-ESM2_CCAM [-] 68.3 69.8 56.6 13.2 16.7 0.751 0.637 0.760 0.941 0.733 0.782
CMCC-ESM2_CMIP6 [-] 70.1 70.1 55.4 14.7 16.3 0.574 0.596 0.786 0.965 0.731 0.765
CNRM-ESM2-1_CCAM [-] 64.1 65.2 56.6 8.61 12.7 0.561 0.734 0.752 0.962 0.925 0.835
CNRM-ESM2-1_CMIP6 [-] 63.0 63.0 55.5 7.51 20.0 0.125 0.675 0.602 0.992 0.512 0.703
EC-Earth3_BARPA [-] 44.6 46.4 56.6 -10.2 18.8 0.637 0.636 0.663 0.949 0.646 0.740
EC-Earth3_CCAM [-] 61.7 62.8 56.6 6.18 13.9 0.986 0.752 0.704 0.912 0.762 0.787
EC-Earth3_CMIP6 [-] 49.5 49.5 56.0 -6.45 17.7 0.407 0.666 0.634 0.972 0.629 0.713
ERA5_BARPA [-] 54.1 55.3 56.6 -1.27 12.1 0.917 0.797 0.728 0.919 0.821 0.829
ERA5_CCAM [-] 71.4 72.6 56.6 16.0 17.9 0.664 0.571 0.768 0.949 0.911 0.800
MPI-ESM1-2-HR_BARPA [-] 36.6 38.5 56.6 -18.1 24.4 0.643 0.521 0.614 0.947 0.734 0.718
MPI-ESM1-2-HR_CMIP6 [-] 25.7 25.7 56.7 -31.0 40.0 0.722 0.282 0.516 0.924 0.423 0.534
NorESM2-MM_BARPA [-] 57.6 59.7 56.6 3.07 14.2 0.925 0.784 0.696 0.923 0.733 0.794
NorESM2-MM_CCAM [-] 68.4 69.6 56.6 13.0 16.8 0.492 0.642 0.734 0.964 0.976 0.823
NorESM2-MM_CMIP6 [-] 67.0 67.0 55.4 11.6 15.2 0.626 0.657 0.746 0.953 0.812 0.780
Download Data
Period Mean (original grids) [watt/m2]
Model Period Mean (intersection) [watt/m2]
Benchmark Period Mean (intersection) [watt/m2]
Model Period Mean (complement) [watt/m2]
Benchmark Period Mean (complement) [watt/m2]
Bias [watt/m2]
RMSE [watt/m2]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 47.3
ACCESS-CM2_BARPA [-] 46.2 49.1 47.3 141. 1.81 15.6 0.348 0.752 0.697 0.952 0.793 0.796
ACCESS-CM2_CCAM [-] 60.0 62.5 47.3 143. 15.2 21.7 0.537 0.637 0.641 0.940 0.826 0.768
ACCESS-CM2_CMIP6 [-] 64.3 64.3 47.8 16.5 25.1 0.399 0.626 0.573 0.934 0.609 0.684
ACCESS-ESM1-5_BARPA [-] 47.3 50.1 47.3 141. 2.79 13.6 0.578 0.783 0.720 0.946 0.855 0.816
ACCESS-ESM1-5_CCAM [-] 68.5 70.7 47.3 135. 23.3 28.8 0.461 0.484 0.588 0.947 0.941 0.721
ACCESS-ESM1-5_CMIP6 [-] 68.0 68.0 46.9 21.2 27.3 0.635 0.526 0.582 0.933 0.734 0.677
CESM2_BARPA [-] 37.6 40.7 47.3 139. -6.60 16.3 0.573 0.712 0.704 0.948 0.807 0.779
CESM2_CCAM [-] 47.0 50.3 47.3 160. 3.00 20.8 0.837 0.754 0.571 0.903 0.590 0.690
CESM2_CMIP6 [-] 55.6 55.6 47.0 8.68 18.2 0.660 0.721 0.648 0.934 0.794 0.763
CMCC-ESM2_BARPA [-] 35.4 38.4 47.3 129. -8.98 19.7 0.471 0.670 0.659 0.955 0.806 0.764
CMCC-ESM2_CCAM [-] 65.3 67.6 47.3 138. 20.3 24.3 0.722 0.547 0.668 0.910 0.803 0.736
CMCC-ESM2_CMIP6 [-] 70.2 70.2 47.0 23.2 28.4 1.04 0.506 0.638 0.895 0.862 0.719
CNRM-ESM2-1_CCAM [-] 62.2 64.7 47.3 138. 17.3 22.5 0.626 0.594 0.647 0.928 0.816 0.746
CNRM-ESM2-1_CMIP6 [-] 36.3 36.3 47.1 -10.8 29.6 1.15 0.549 0.484 0.864 0.516 0.606
EC-Earth3_BARPA [-] 41.0 43.8 47.3 133. -3.55 14.4 0.390 0.760 0.727 0.962 0.774 0.797
EC-Earth3_CCAM [-] 64.3 66.5 47.3 138. 19.2 25.2 0.662 0.556 0.604 0.904 0.786 0.710
EC-Earth3_CMIP6 [-] 61.9 61.9 47.2 14.7 30.5 0.315 0.623 0.443 0.959 0.842 0.708
ERA5_BARPA [-] 46.7 49.3 47.3 135. 2.00 13.1 0.369 0.791 0.735 0.959 0.855 0.825
ERA5_CCAM [-] 66.7 68.7 47.3 137. 21.4 24.9 0.550 0.507 0.668 0.923 0.872 0.733
MPI-ESM1-2-HR_BARPA [-] 37.1 40.5 47.3 150. -6.85 17.8 0.321 0.683 0.693 0.970 0.681 0.752
MPI-ESM1-2-HR_CMIP6 [-] 30.3 30.3 47.0 -16.7 27.6 0.259 0.523 0.592 0.971 0.570 0.653
NorESM2-MM_BARPA [-] 48.0 51.1 47.3 141. 3.75 15.1 0.506 0.774 0.703 0.952 0.791 0.796
NorESM2-MM_CCAM [-] 70.3 71.7 47.3 110. 24.4 28.2 0.949 0.468 0.658 0.889 0.991 0.732
NorESM2-MM_CMIP6 [-] 67.0 67.0 47.0 20.0 23.2 0.681 0.533 0.719 0.930 0.831 0.748
Download Data
Period Mean (original grids) [watt/m2]
Model Period Mean (intersection) [watt/m2]
Benchmark Period Mean (intersection) [watt/m2]
Model Period Mean (complement) [watt/m2]
Benchmark Period Mean (complement) [watt/m2]
Bias [watt/m2]
RMSE [watt/m2]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 34.5
ACCESS-CM2_BARPA [-] 38.2 38.2 34.5 3.70 9.33 1.48 0.775 0.629 0.827 0.912 0.768
ACCESS-CM2_CCAM [-] 46.6 46.4 34.5 12.0 16.3 1.98 0.489 0.560 0.729 0.793 0.634
ACCESS-CM2_CMIP6 [-] 47.6 47.6 34.7 12.9 16.2 1.59 0.459 0.595 0.782 0.938 0.682
ACCESS-ESM1-5_BARPA [-] 35.2 35.1 34.5 0.667 8.88 1.73 0.760 0.638 0.790 0.850 0.746
ACCESS-ESM1-5_CCAM [-] 41.1 41.1 34.5 6.65 14.1 1.93 0.648 0.539 0.750 0.731 0.653
ACCESS-ESM1-5_CMIP6 [-] 48.0 48.0 35.3 12.6 16.9 1.65 0.490 0.533 0.782 0.978 0.678
CESM2_BARPA [-] 35.6 35.6 34.5 1.10 8.16 1.09 0.789 0.651 0.879 0.882 0.784
CESM2_CCAM [-] 29.4 29.2 34.5 -5.29 13.2 2.37 0.674 0.505 0.651 0.891 0.661
CESM2_CMIP6 [-] 42.2 42.2 35.1 7.09 17.0 1.10 0.670 0.427 0.882 0.993 0.708
CMCC-ESM2_BARPA [-] 34.2 34.2 34.5 -0.313 9.75 1.09 0.800 0.581 0.898 0.891 0.769
CMCC-ESM2_CCAM [-] 49.7 49.5 34.5 15.0 17.9 1.56 0.432 0.607 0.817 0.804 0.658
CMCC-ESM2_CMIP6 [-] 47.6 47.6 35.1 12.5 15.9 1.23 0.488 0.571 0.849 0.984 0.706
CNRM-ESM2-1_CCAM [-] 35.3 35.3 34.5 0.826 10.8 1.48 0.730 0.588 0.808 0.849 0.726
CNRM-ESM2-1_CMIP6 [-] 35.6 35.6 34.8 0.776 9.33 1.70 0.768 0.631 0.790 0.829 0.741
EC-Earth3_BARPA [-] 27.8 27.7 34.5 -6.72 10.7 0.993 0.621 0.636 0.903 0.918 0.755
EC-Earth3_CCAM [-] 35.1 35.0 34.5 0.520 10.6 2.10 0.736 0.592 0.694 0.828 0.699
EC-Earth3_CMIP6 [-] 27.8 27.8 34.9 -7.13 13.1 2.11 0.631 0.515 0.710 0.979 0.688
ERA5_BARPA [-] 37.9 37.9 34.5 3.43 8.04 1.00 0.773 0.679 0.893 0.910 0.799
ERA5_CCAM [-] 43.4 43.4 34.5 8.93 13.0 1.03 0.572 0.646 0.894 0.760 0.710
MPI-ESM1-2-HR_BARPA [-] 30.8 30.7 34.5 -3.76 10.7 1.37 0.725 0.573 0.841 0.900 0.739
MPI-ESM1-2-HR_CMIP6 [-] 22.6 22.6 34.4 -11.8 19.4 3.11 0.450 0.403 0.591 0.844 0.553
NorESM2-MM_BARPA [-] 39.1 39.1 34.5 4.62 10.2 1.30 0.749 0.595 0.869 0.935 0.766
NorESM2-MM_CCAM [-] 46.9 46.7 34.5 12.2 15.7 1.56 0.484 0.610 0.824 0.911 0.696
NorESM2-MM_CMIP6 [-] 43.9 43.9 35.1 8.79 19.2 1.10 0.618 0.390 0.897 0.939 0.675
Download Data
Period Mean (original grids) [watt/m2]
Model Period Mean (intersection) [watt/m2]
Benchmark Period Mean (intersection) [watt/m2]
Model Period Mean (complement) [watt/m2]
Benchmark Period Mean (complement) [watt/m2]
Bias [watt/m2]
RMSE [watt/m2]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 24.8
ACCESS-CM2_BARPA [-] 25.2 25.7 24.8 76.6 0.856 7.54 0.761 0.779 0.642 0.918 0.622 0.706
ACCESS-CM2_CCAM [-] 34.3 34.8 24.8 77.4 9.93 14.2 0.990 0.523 0.535 0.897 0.463 0.594
ACCESS-CM2_CMIP6 [-] 33.8 33.8 24.9 8.87 12.0 0.697 0.548 0.597 0.922 0.493 0.619
ACCESS-ESM1-5_BARPA [-] 22.7 23.2 24.8 71.9 -1.61 7.28 0.820 0.739 0.679 0.925 0.574 0.704
ACCESS-ESM1-5_CCAM [-] 32.3 32.8 24.8 79.2 7.92 14.0 0.909 0.549 0.525 0.895 0.305 0.568
ACCESS-ESM1-5_CMIP6 [-] 34.1 34.2 24.8 9.33 12.7 0.903 0.565 0.576 0.916 0.335 0.585
CESM2_BARPA [-] 19.5 20.0 24.8 81.9 -4.79 9.17 1.08 0.663 0.622 0.882 0.584 0.660
CESM2_CCAM [-] 17.0 17.5 24.8 75.5 -7.36 13.8 1.93 0.553 0.471 0.703 0.551 0.521
CESM2_CMIP6 [-] 29.8 29.8 24.9 4.93 9.66 0.670 0.693 0.637 0.930 0.260 0.638
CMCC-ESM2_BARPA [-] 19.1 19.6 24.8 81.8 -5.27 12.1 1.94 0.654 0.486 0.723 0.613 0.585
CMCC-ESM2_CCAM [-] 41.7 42.1 24.8 85.5 17.3 20.1 1.02 0.315 0.501 0.874 0.520 0.532
CMCC-ESM2_CMIP6 [-] 45.3 45.3 24.9 20.4 26.0 0.699 0.292 0.359 0.938 0.234 0.457
CNRM-ESM2-1_CCAM [-] 32.3 32.8 24.8 72.1 7.95 12.1 0.661 0.585 0.575 0.942 0.438 0.620
CNRM-ESM2-1_CMIP6 [-] 20.1 20.1 24.9 -4.83 14.3 2.04 0.601 0.432 0.727 0.434 0.510
EC-Earth3_BARPA [-] 14.6 15.1 24.8 70.3 -9.77 12.2 1.00 0.462 0.667 0.891 0.626 0.633
EC-Earth3_CCAM [-] 26.4 26.9 24.8 70.7 2.03 10.3 0.661 0.688 0.563 0.934 0.436 0.638
EC-Earth3_CMIP6 [-] 23.6 23.4 24.8 165. -1.39 14.7 0.702 0.630 0.418 0.931 0.353 0.555
ERA5_BARPA [-] 23.3 23.7 24.8 68.6 -1.14 7.76 1.38 0.781 0.625 0.830 0.689 0.699
ERA5_CCAM [-] 30.6 31.0 24.8 66.5 6.18 10.8 0.614 0.634 0.604 0.936 0.437 0.649
MPI-ESM1-2-HR_BARPA [-] 15.8 16.3 24.8 72.0 -8.57 11.4 0.805 0.505 0.646 0.916 0.633 0.645
MPI-ESM1-2-HR_CMIP6 [-] 11.5 11.5 24.9 -13.3 16.9 0.797 0.355 0.512 0.886 0.517 0.538
NorESM2-MM_BARPA [-] 27.2 27.7 24.8 85.8 2.88 11.3 1.96 0.723 0.493 0.729 0.556 0.595
NorESM2-MM_CCAM [-] 43.3 43.6 24.8 55.6 18.8 20.4 0.974 0.270 0.591 0.887 0.613 0.586
NorESM2-MM_CMIP6 [-] 37.9 37.9 24.9 13.0 15.5 1.28 0.425 0.568 0.836 0.369 0.537
Download Data
Period Mean (original grids) [watt/m2]
Model Period Mean (intersection) [watt/m2]
Benchmark Period Mean (intersection) [watt/m2]
Model Period Mean (complement) [watt/m2]
Benchmark Period Mean (complement) [watt/m2]
Bias [watt/m2]
RMSE [watt/m2]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 49.0
ACCESS-CM2_BARPA [-] 56.1 56.6 49.0 7.64 11.7 0.344 0.736 0.745 0.976 0.911 0.836
ACCESS-CM2_CCAM [-] 62.5 63.4 49.0 14.5 17.6 0.689 0.582 0.718 0.943 0.841 0.762
ACCESS-CM2_CMIP6 [-] 70.3 70.3 50.3 20.0 29.5 2.83 0.465 0.441 0.528 0.285 0.452
ACCESS-ESM1-5_BARPA [-] 53.7 54.4 49.0 5.47 12.0 0.616 0.764 0.713 0.925 0.847 0.812
ACCESS-ESM1-5_CCAM [-] 59.4 60.2 49.0 11.3 16.6 0.476 0.640 0.695 0.955 0.719 0.766
ACCESS-ESM1-5_CMIP6 [-] 72.5 72.5 48.5 24.0 32.3 2.16 0.422 0.433 0.685 0.173 0.502
CESM2_BARPA [-] 54.1 54.4 49.0 5.41 10.5 0.380 0.791 0.728 0.971 0.950 0.851
CESM2_CCAM [-] 52.4 53.1 49.0 4.15 15.2 0.935 0.721 0.631 0.907 0.766 0.762
CESM2_CMIP6 [-] 61.0 61.0 50.2 10.8 22.7 1.66 0.629 0.491 0.729 0.420 0.601
CMCC-ESM2_BARPA [-] 55.2 56.2 49.0 7.29 12.1 0.403 0.728 0.731 0.962 0.718 0.783
CMCC-ESM2_CCAM [-] 69.3 70.5 49.0 21.6 23.9 0.812 0.455 0.719 0.923 0.565 0.684
CMCC-ESM2_CMIP6 [-] 78.3 78.3 50.2 28.1 35.9 2.40 0.423 0.461 0.622 0.146 0.445
CNRM-ESM2-1_CCAM [-] 57.5 58.7 49.0 9.76 15.0 0.849 0.657 0.729 0.929 0.646 0.762
CNRM-ESM2-1_CMIP6 [-] 68.4 68.4 50.9 17.5 23.3 1.26 0.517 0.567 0.885 0.763 0.640
EC-Earth3_BARPA [-] 52.5 53.5 49.0 4.60 12.0 0.634 0.720 0.739 0.950 0.677 0.793
EC-Earth3_CCAM [-] 63.1 64.2 49.0 15.2 19.5 0.818 0.556 0.713 0.917 0.542 0.716
EC-Earth3_CMIP6 [-] 56.2 56.2 49.7 6.47 20.5 1.31 0.659 0.560 0.846 0.325 0.659
ERA5_BARPA [-] 56.3 56.9 49.0 7.92 10.6 0.298 0.727 0.784 0.979 0.919 0.844
ERA5_CCAM [-] 63.9 64.4 49.0 15.5 18.1 0.521 0.545 0.759 0.960 0.785 0.785
MPI-ESM1-2-HR_BARPA [-] 52.8 53.9 49.0 4.91 11.3 0.574 0.780 0.719 0.940 0.787 0.793
MPI-ESM1-2-HR_CMIP6 [-] 47.8 47.8 48.8 -1.05 27.9 1.67 0.519 0.449 0.736 0.148 0.555
NorESM2-MM_BARPA [-] 56.5 57.1 49.0 8.18 11.4 0.405 0.724 0.754 0.963 0.874 0.819
NorESM2-MM_CCAM [-] 58.4 58.8 49.0 9.81 13.6 0.545 0.684 0.735 0.948 0.967 0.824
NorESM2-MM_CMIP6 [-] 63.7 63.7 50.2 13.5 22.0 1.34 0.614 0.541 0.794 0.327 0.637
Download Data
Period Mean (original grids) [watt/m2]
Model Period Mean (intersection) [watt/m2]
Benchmark Period Mean (intersection) [watt/m2]
Model Period Mean (complement) [watt/m2]
Benchmark Period Mean (complement) [watt/m2]
Bias [watt/m2]
RMSE [watt/m2]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 34.5
ACCESS-CM2_BARPA [-] 32.1 35.7 34.5 1.28 14.5 1.65 0.706 0.406 0.767 0.746 0.623
ACCESS-CM2_CCAM [-] 33.0 35.2 34.5 0.693 17.6 2.46 0.726 0.305 0.648 0.819 0.585
ACCESS-CM2_CMIP6 [-] 46.6 46.6 34.1 12.5 26.9 2.56 0.445 0.254 0.611 0.231 0.359
ACCESS-ESM1-5_BARPA [-] 26.1 29.8 34.5 -4.65 15.5 1.70 0.513 0.432 0.760 0.751 0.587
ACCESS-ESM1-5_CCAM [-] 26.5 29.7 34.5 -4.78 18.5 2.57 0.492 0.336 0.620 0.709 0.512
ACCESS-ESM1-5_CMIP6 [-] 41.3 41.3 33.8 7.56 21.0 2.91 0.486 0.301 0.519 0.375 0.488
CESM2_BARPA [-] 28.2 31.8 34.5 -2.66 14.4 1.81 0.577 0.445 0.766 0.677 0.604
CESM2_CCAM [-] 31.2 34.0 34.5 -0.420 17.9 2.35 0.592 0.347 0.671 0.573 0.511
CESM2_CMIP6 [-] 31.8 31.8 34.8 -2.94 19.7 1.27 0.415 0.440 0.860 0.355 0.559
CMCC-ESM2_BARPA [-] 27.5 31.4 34.5 -3.04 14.7 1.42 0.544 0.450 0.823 0.675 0.610
CMCC-ESM2_CCAM [-] 40.4 42.9 34.5 8.44 15.6 1.82 0.562 0.457 0.749 0.808 0.632
CMCC-ESM2_CMIP6 [-] 45.8 45.8 34.8 11.1 18.7 2.34 0.521 0.432 0.647 0.402 0.494
CNRM-ESM2-1_CCAM [-] 34.6 37.7 34.5 3.28 15.3 1.97 0.672 0.407 0.709 0.763 0.594
CNRM-ESM2-1_CMIP6 [-] 37.7 37.7 33.5 4.19 18.8 2.36 0.591 0.355 0.630 0.423 0.488
EC-Earth3_BARPA [-] 26.4 30.4 34.5 -4.01 16.3 2.13 0.536 0.412 0.706 0.644 0.553
EC-Earth3_CCAM [-] 33.5 36.4 34.5 1.89 15.7 1.90 0.664 0.394 0.739 0.646 0.573
EC-Earth3_CMIP6 [-] 32.1 32.1 34.7 -2.56 20.5 2.56 0.463 0.305 0.622 0.529 0.451
ERA5_BARPA [-] 32.9 36.7 34.5 2.24 12.0 0.967 0.723 0.504 0.876 0.716 0.676
ERA5_CCAM [-] 31.8 35.3 34.5 0.811 16.2 1.63 0.636 0.390 0.769 0.650 0.574
MPI-ESM1-2-HR_BARPA [-] 27.0 30.8 34.5 -3.69 15.7 2.14 0.537 0.412 0.691 0.711 0.558
MPI-ESM1-2-HR_CMIP6 [-] 14.0 14.0 34.1 -20.1 25.2 3.33 0.209 0.310 0.462 0.606 0.383
NorESM2-MM_BARPA [-] 34.9 38.8 34.5 4.35 14.2 1.31 0.718 0.433 0.843 0.693 0.647
NorESM2-MM_CCAM [-] 34.2 35.5 34.5 1.09 16.4 2.15 0.641 0.356 0.709 0.983 0.623
NorESM2-MM_CMIP6 [-] 42.2 42.2 34.8 7.41 21.2 1.51 0.473 0.375 0.813 0.378 0.487
Download Data
Period Mean (original grids) [watt/m2]
Model Period Mean (intersection) [watt/m2]
Benchmark Period Mean (intersection) [watt/m2]
Model Period Mean (complement) [watt/m2]
Benchmark Period Mean (complement) [watt/m2]
Bias [watt/m2]
RMSE [watt/m2]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 72.2
ACCESS-CM2_BARPA [-] 58.1 65.4 72.2 -6.80 21.8 0.785 0.637 0.505 0.876 0.876 0.699
ACCESS-CM2_CCAM [-] 68.0 73.6 72.2 1.36 21.1 1.04 0.700 0.506 0.862 0.907 0.717
ACCESS-CM2_CMIP6 [-] 110. 110. 67.1 42.6 55.7 1.41 0.312 0.298 0.830 0.142 0.385
ACCESS-ESM1-5_BARPA [-] 63.3 70.4 72.2 -1.79 19.4 1.01 0.708 0.520 0.873 0.908 0.727
ACCESS-ESM1-5_CCAM [-] 80.7 84.5 72.2 12.2 23.3 1.32 0.644 0.508 0.821 0.993 0.716
ACCESS-ESM1-5_CMIP6 [-] 107. 107. 73.4 33.3 43.2 0.511 0.259 0.324 0.963 0.871 0.573
CESM2_BARPA [-] 53.5 62.8 72.2 -9.44 21.2 0.991 0.574 0.575 0.870 0.804 0.691
CESM2_CCAM [-] 82.6 89.0 72.2 16.7 26.6 1.17 0.587 0.496 0.849 0.752 0.652
CESM2_CMIP6 [-] 79.3 79.3 69.3 10.0 20.6 0.554 0.598 0.608 0.947 0.474 0.651
CMCC-ESM2_BARPA [-] 50.8 58.8 72.2 -13.4 21.7 0.912 0.562 0.589 0.900 0.875 0.715
CMCC-ESM2_CCAM [-] 82.8 87.9 72.2 15.6 22.8 1.48 0.587 0.581 0.805 0.949 0.714
CMCC-ESM2_CMIP6 [-] 82.3 82.3 69.3 12.9 16.5 0.545 0.603 0.684 0.948 0.859 0.764
CNRM-ESM2-1_CCAM [-] 71.7 77.1 72.2 4.85 18.7 1.10 0.683 0.572 0.845 0.898 0.730
CNRM-ESM2-1_CMIP6 [-] 69.7 69.7 69.5 0.208 31.8 1.35 0.533 0.396 0.864 0.316 0.513
EC-Earth3_BARPA [-] 61.5 68.4 72.2 -3.88 18.9 0.913 0.709 0.530 0.893 0.950 0.744
EC-Earth3_CCAM [-] 80.7 84.8 72.2 12.5 23.7 1.46 0.646 0.505 0.812 0.995 0.713
EC-Earth3_CMIP6 [-] 76.8 76.8 70.8 6.04 31.0 0.854 0.729 0.338 0.929 0.684 0.633
ERA5_BARPA [-] 65.2 70.4 72.2 -1.82 12.7 0.934 0.760 0.672 0.900 0.985 0.812
ERA5_CCAM [-] 83.8 87.7 72.2 15.5 21.1 1.44 0.594 0.620 0.810 0.995 0.740
MPI-ESM1-2-HR_BARPA [-] 54.3 63.6 72.2 -8.62 23.1 0.908 0.550 0.522 0.895 0.754 0.663
MPI-ESM1-2-HR_CMIP6 [-] 47.0 47.0 71.4 -24.4 52.0 0.668 0.203 0.475 0.956 0.155 0.450
NorESM2-MM_BARPA [-] 67.2 75.3 72.2 3.04 14.0 0.910 0.689 0.680 0.891 0.883 0.774
NorESM2-MM_CCAM [-] 84.4 87.5 72.2 15.3 24.0 1.84 0.579 0.540 0.753 0.896 0.675
NorESM2-MM_CMIP6 [-] 97.1 97.1 69.3 27.8 30.3 1.00 0.365 0.638 0.887 0.572 0.618
Download Data
Period Mean (original grids) [watt/m2]
Model Period Mean (intersection) [watt/m2]
Benchmark Period Mean (intersection) [watt/m2]
Model Period Mean (complement) [watt/m2]
Benchmark Period Mean (complement) [watt/m2]
Bias [watt/m2]
RMSE [watt/m2]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 55.1
ACCESS-CM2_BARPA [-] 124. 55.6 55.0 139. 113. 0.556 12.1 1.15 0.566 0.527 0.784 0.990 0.679
ACCESS-CM2_CCAM [-] 124. 59.0 55.0 138. 113. 3.99 18.3 1.33 0.376 0.526 0.769 0.932 0.626
ACCESS-CM2_CMIP6 [-] 123. 84.9 68.2 137. 16.6 26.6 2.22 0.408 0.343 0.527 0.954 0.515
ACCESS-ESM1-5_BARPA [-] 118. 53.4 55.0 133. 113. -1.55 12.5 1.32 0.532 0.523 0.749 0.989 0.663
ACCESS-ESM1-5_CCAM [-] 123. 58.9 55.0 138. 113. 3.90 19.6 1.41 0.348 0.503 0.726 0.946 0.605
ACCESS-ESM1-5_CMIP6 [-] 124. 92.8 69.6 136. 23.2 30.7 2.38 0.275 0.302 0.518 0.938 0.467
CESM2_BARPA [-] 136. 50.6 55.0 155. 113. -4.38 13.6 1.37 0.508 0.515 0.760 0.986 0.657
CESM2_CCAM [-] 133. 47.9 55.0 152. 113. -7.07 20.6 1.80 0.402 0.428 0.719 0.964 0.588
CESM2_CMIP6 [-] 112. 76.0 66.9 123. 9.13 23.3 1.90 0.422 0.370 0.616 0.961 0.548
CMCC-ESM2_BARPA [-] 129. 49.7 55.0 146. 113. -5.27 15.2 1.71 0.502 0.497 0.720 0.985 0.640
CMCC-ESM2_CCAM [-] 128. 65.2 55.0 143. 113. 10.2 20.2 1.45 0.361 0.523 0.718 0.930 0.611
CMCC-ESM2_CMIP6 [-] 117. 84.7 66.9 128. 17.8 28.6 1.99 0.391 0.347 0.607 0.968 0.532
CNRM-ESM2-1_CCAM [-] 102. 55.3 55.0 112. 113. 0.302 18.7 1.36 0.348 0.486 0.709 0.894 0.585
CNRM-ESM2-1_CMIP6 [-] 110. 73.0 68.3 123. 4.61 26.3 2.57 0.380 0.327 0.513 0.931 0.495
EC-Earth3_BARPA [-] 129. 47.3 55.0 147. 113. -7.66 15.4 1.34 0.462 0.503 0.751 0.982 0.640
EC-Earth3_CCAM [-] 123. 55.6 55.0 138. 113. 0.578 16.5 1.29 0.417 0.498 0.744 0.971 0.626
EC-Earth3_CMIP6 [-] 110. 71.8 63.3 121. 8.50 24.9 1.66 0.403 0.332 0.672 0.936 0.535
ERA5_BARPA [-] 118. 53.7 55.0 132. 113. -1.32 11.7 1.34 0.548 0.573 0.780 0.989 0.693
ERA5_CCAM [-] 114. 59.0 55.0 127. 113. 3.99 16.1 1.07 0.403 0.580 0.795 0.962 0.664
MPI-ESM1-2-HR_BARPA [-] 122. 48.1 55.0 139. 113. -6.90 15.5 1.25 0.477 0.489 0.759 0.977 0.638
MPI-ESM1-2-HR_CMIP6 [-] 112. 67.9 65.3 125. 2.60 30.8 1.84 0.276 0.290 0.645 0.820 0.464
NorESM2-MM_BARPA [-] 139. 56.6 55.0 157. 113. 1.63 13.6 1.67 0.552 0.535 0.743 0.987 0.670
NorESM2-MM_CCAM [-] 95.0 60.7 55.0 103. 113. 5.70 23.3 1.34 0.260 0.536 0.775 0.739 0.569
NorESM2-MM_CMIP6 [-] 113. 80.5 66.9 123. 13.6 23.8 1.97 0.407 0.393 0.628 0.973 0.559
Download Data
Period Mean (original grids) [watt/m2]
Model Period Mean (intersection) [watt/m2]
Benchmark Period Mean (intersection) [watt/m2]
Model Period Mean (complement) [watt/m2]
Benchmark Period Mean (complement) [watt/m2]
Bias [watt/m2]
RMSE [watt/m2]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 104.
ACCESS-CM2_BARPA [-] 147. 101. 104. 156. 113. -2.91 15.6 1.90 0.439 0.441 0.703 0.986 0.602
ACCESS-CM2_CCAM [-] 142. 91.7 104. 152. 113. -12.5 22.3 1.97 0.233 0.488 0.692 0.958 0.572
ACCESS-CM2_CMIP6 [-] 142. 118. 106. 156. 11.8 26.4 3.20 0.390 0.287 0.444 0.918 0.465
ACCESS-ESM1-5_BARPA [-] 135. 98.5 104. 143. 113. -5.64 17.7 2.21 0.390 0.420 0.644 0.979 0.570
ACCESS-ESM1-5_CCAM [-] 138. 91.0 104. 148. 113. -13.2 23.4 2.30 0.215 0.462 0.624 0.865 0.526
ACCESS-ESM1-5_CMIP6 [-] 146. 130. 108. 156. 22.3 30.8 3.17 0.224 0.242 0.461 0.954 0.425
CESM2_BARPA [-] 165. 96.4 104. 179. 113. -7.75 17.9 2.03 0.380 0.432 0.682 0.952 0.575
CESM2_CCAM [-] 160. 86.7 104. 176. 113. -17.4 31.6 2.11 0.228 0.361 0.677 0.776 0.481
CESM2_CMIP6 [-] 127. 109. 106. 137. 2.44 24.4 2.68 0.351 0.316 0.559 0.942 0.497
CMCC-ESM2_BARPA [-] 151. 96.0 104. 163. 113. -8.14 17.5 2.18 0.381 0.453 0.648 0.957 0.578
CMCC-ESM2_CCAM [-] 146. 97.4 104. 156. 113. -6.78 18.4 2.38 0.306 0.486 0.605 0.963 0.569
CMCC-ESM2_CMIP6 [-] 132. 112. 106. 142. 5.82 21.9 2.65 0.414 0.323 0.556 0.970 0.517
CNRM-ESM2-1_CCAM [-] 108. 84.4 104. 114. 113. -19.8 28.5 2.68 0.152 0.395 0.556 0.859 0.472
CNRM-ESM2-1_CMIP6 [-] 126. 105. 106. 137. -1.04 26.0 3.38 0.313 0.289 0.415 0.858 0.433
EC-Earth3_BARPA [-] 148. 94.8 104. 159. 113. -9.41 18.6 2.19 0.383 0.398 0.647 0.986 0.562
EC-Earth3_CCAM [-] 137. 92.1 104. 146. 113. -12.0 22.2 2.25 0.240 0.436 0.639 0.909 0.532
EC-Earth3_CMIP6 [-] 125. 117. 106. 128. 10.4 26.2 2.39 0.318 0.291 0.612 0.962 0.495
ERA5_BARPA [-] 132. 98.7 104. 138. 113. -5.48 15.4 1.85 0.393 0.518 0.712 0.989 0.626
ERA5_CCAM [-] 128. 94.6 104. 135. 113. -9.54 19.2 1.90 0.269 0.545 0.711 0.865 0.587
MPI-ESM1-2-HR_BARPA [-] 145. 97.7 104. 156. 113. -6.44 18.2 2.12 0.409 0.393 0.660 0.955 0.562
MPI-ESM1-2-HR_CMIP6 [-] 133. 117. 106. 140. 11.1 34.1 2.43 0.241 0.214 0.608 0.595 0.374
NorESM2-MM_BARPA [-] 167. 100. 104. 181. 113. -3.99 14.8 1.97 0.421 0.508 0.686 0.994 0.624
NorESM2-MM_CCAM [-] 99.6 83.3 104. 103. 113. -20.9 28.9 1.95 0.142 0.482 0.708 0.756 0.514
NorESM2-MM_CMIP6 [-] 129. 111. 106. 138. 5.09 21.6 2.54 0.380 0.346 0.588 0.982 0.528
Download Data
Period Mean (original grids) [watt/m2]
Model Period Mean (intersection) [watt/m2]
Benchmark Period Mean (intersection) [watt/m2]
Model Period Mean (complement) [watt/m2]
Benchmark Period Mean (complement) [watt/m2]
Bias [watt/m2]
RMSE [watt/m2]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 42.3
ACCESS-CM2_BARPA [-] 43.7 43.3 42.3 31.5 1.06 8.79 0.748 0.797 0.749 0.934 0.870 0.820
ACCESS-CM2_CCAM [-] 60.5 59.8 42.3 50.4 17.6 18.7 0.790 0.443 0.743 0.935 0.882 0.749
ACCESS-CM2_CMIP6 [-] 61.6 61.6 42.2 19.5 20.1 0.673 0.396 0.785 0.956 0.981 0.780
ACCESS-ESM1-5_BARPA [-] 43.0 42.8 42.3 30.3 0.522 8.64 0.818 0.797 0.739 0.926 0.875 0.815
ACCESS-ESM1-5_CCAM [-] 69.5 69.2 42.3 56.5 26.9 28.5 0.983 0.285 0.654 0.905 0.844 0.668
ACCESS-ESM1-5_CMIP6 [-] 67.5 67.5 43.1 24.4 26.9 0.473 0.324 0.604 0.966 0.982 0.696
CESM2_BARPA [-] 40.5 40.3 42.3 29.4 -2.02 9.30 1.25 0.799 0.704 0.877 0.924 0.802
CESM2_CCAM [-] 38.4 38.2 42.3 29.6 -4.07 10.9 0.753 0.816 0.632 0.925 0.986 0.798
CESM2_CMIP6 [-] 53.4 53.4 42.7 10.7 14.8 1.24 0.620 0.648 0.881 0.987 0.757
CMCC-ESM2_BARPA [-] 37.0 36.6 42.3 27.1 -5.64 11.6 1.43 0.748 0.653 0.844 0.912 0.762
CMCC-ESM2_CCAM [-] 67.0 66.4 42.3 60.7 24.2 26.1 0.898 0.332 0.634 0.916 0.948 0.693
CMCC-ESM2_CMIP6 [-] 60.2 60.2 42.7 17.5 20.3 0.837 0.448 0.628 0.936 0.808 0.690
CNRM-ESM2-1_CCAM [-] 52.9 52.5 42.3 42.2 10.2 12.3 0.663 0.626 0.740 0.952 0.929 0.797
CNRM-ESM2-1_CMIP6 [-] 41.9 41.9 43.0 -1.11 14.0 1.49 0.778 0.579 0.801 0.715 0.691
EC-Earth3_BARPA [-] 27.4 27.2 42.3 18.7 -15.0 18.2 0.881 0.496 0.621 0.918 0.995 0.730
EC-Earth3_CCAM [-] 47.1 46.7 42.3 37.2 4.39 9.63 0.938 0.811 0.686 0.907 0.923 0.803
EC-Earth3_CMIP6 [-] 31.7 31.7 42.7 -11.0 14.3 0.583 0.595 0.648 0.955 0.996 0.768
ERA5_BARPA [-] 40.5 40.2 42.3 29.4 -2.11 10.9 1.26 0.788 0.655 0.876 0.891 0.773
ERA5_CCAM [-] 61.6 61.2 42.3 51.8 18.9 19.7 1.16 0.415 0.775 0.888 0.951 0.761
MPI-ESM1-2-HR_BARPA [-] 25.1 24.9 42.3 17.8 -17.4 21.1 0.708 0.447 0.573 0.928 0.992 0.702
MPI-ESM1-2-HR_CMIP6 [-] 21.2 21.2 43.2 -22.0 25.8 0.781 0.355 0.533 0.932 0.897 0.650
NorESM2-MM_BARPA [-] 46.0 45.7 42.3 34.6 3.40 12.6 1.91 0.803 0.601 0.758 0.935 0.740
NorESM2-MM_CCAM [-] 64.8 64.5 42.3 58.0 22.2 23.3 1.06 0.360 0.738 0.890 0.995 0.744
NorESM2-MM_CMIP6 [-] 54.4 54.4 42.7 11.7 16.4 1.50 0.592 0.612 0.827 0.975 0.724
Download Data
Period Mean (original grids) [watt/m2]
Model Period Mean (intersection) [watt/m2]
Benchmark Period Mean (intersection) [watt/m2]
Model Period Mean (complement) [watt/m2]
Benchmark Period Mean (complement) [watt/m2]
Bias [watt/m2]
RMSE [watt/m2]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 53.9
ACCESS-CM2_BARPA [-] 48.6 50.7 53.9 -3.17 14.8 0.802 0.793 0.643 0.917 0.825 0.764
ACCESS-CM2_CCAM [-] 57.3 58.9 53.9 4.96 14.1 0.551 0.765 0.682 0.955 0.950 0.807
ACCESS-CM2_CMIP6 [-] 71.7 71.7 55.6 16.1 25.5 0.885 0.581 0.529 0.860 0.583 0.616
ACCESS-ESM1-5_BARPA [-] 50.4 52.4 53.9 -1.50 13.7 1.05 0.811 0.666 0.903 0.805 0.770
ACCESS-ESM1-5_CCAM [-] 74.0 75.3 53.9 21.4 24.5 0.902 0.487 0.697 0.924 0.985 0.758
ACCESS-ESM1-5_CMIP6 [-] 70.5 70.5 52.0 18.5 23.9 0.871 0.519 0.618 0.927 0.607 0.658
CESM2_BARPA [-] 45.7 48.6 53.9 -5.28 15.7 0.954 0.732 0.664 0.912 0.705 0.735
CESM2_CCAM [-] 55.1 58.2 53.9 4.25 17.7 0.411 0.810 0.598 0.970 0.543 0.704
CESM2_CMIP6 [-] 58.5 58.5 52.7 5.86 12.5 0.819 0.793 0.730 0.940 0.649 0.768
CMCC-ESM2_BARPA [-] 39.1 41.9 53.9 -12.0 20.4 1.06 0.609 0.627 0.903 0.689 0.691
CMCC-ESM2_CCAM [-] 60.6 62.8 53.9 8.92 13.5 0.794 0.739 0.751 0.934 0.736 0.782
CMCC-ESM2_CMIP6 [-] 64.7 64.7 52.7 12.0 13.7 0.640 0.657 0.805 0.962 0.874 0.821
CNRM-ESM2-1_CCAM [-] 59.6 61.1 53.9 7.21 12.2 0.575 0.775 0.742 0.964 0.943 0.833
CNRM-ESM2-1_CMIP6 [-] 55.7 55.7 52.9 2.77 19.9 0.177 0.750 0.532 0.988 0.538 0.668
EC-Earth3_BARPA [-] 36.5 39.3 53.9 -14.6 22.9 0.697 0.553 0.603 0.942 0.681 0.676
EC-Earth3_CCAM [-] 54.3 56.1 53.9 2.17 12.3 1.23 0.840 0.688 0.883 0.829 0.786
EC-Earth3_CMIP6 [-] 43.6 43.6 52.7 -9.18 17.2 0.374 0.679 0.638 0.977 0.830 0.752
ERA5_BARPA [-] 47.7 49.5 53.9 -4.43 14.1 1.15 0.792 0.669 0.889 0.834 0.770
ERA5_CCAM [-] 66.6 68.3 53.9 14.4 16.6 0.571 0.614 0.760 0.953 0.902 0.798
MPI-ESM1-2-HR_BARPA [-] 29.3 32.0 53.9 -21.9 28.7 0.445 0.450 0.568 0.962 0.759 0.661
MPI-ESM1-2-HR_CMIP6 [-] 16.9 16.9 53.9 -37.0 41.5 0.387 0.265 0.511 0.976 0.681 0.589
NorESM2-MM_BARPA [-] 51.5 54.4 53.9 0.455 16.0 1.02 0.808 0.633 0.908 0.683 0.733
NorESM2-MM_CCAM [-] 67.2 68.7 53.9 14.8 18.8 0.343 0.603 0.707 0.974 0.995 0.797
NorESM2-MM_CMIP6 [-] 63.2 63.2 52.7 10.6 15.0 0.823 0.685 0.739 0.933 0.851 0.789
Download Data
Period Mean (original grids) [watt/m2]
Model Period Mean (intersection) [watt/m2]
Benchmark Period Mean (intersection) [watt/m2]
Model Period Mean (complement) [watt/m2]
Benchmark Period Mean (complement) [watt/m2]
Bias [watt/m2]
RMSE [watt/m2]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 62.3
ACCESS-CM2_BARPA [-] 67.6 68.0 62.3 5.77 8.19 0.714 0.795 0.838 0.947 0.995 0.883
ACCESS-CM2_CCAM [-] 75.9 76.5 62.3 14.2 16.3 0.659 0.607 0.775 0.953 0.996 0.821
ACCESS-CM2_CMIP6 [-] 84.8 84.8 62.8 22.0 28.3 0.755 0.435 0.516 0.950 0.671 0.618
ACCESS-ESM1-5_BARPA [-] 68.2 68.4 62.3 6.14 8.58 0.247 0.788 0.830 0.978 0.980 0.881
ACCESS-ESM1-5_CCAM [-] 82.7 83.2 62.3 20.9 22.5 0.882 0.466 0.741 0.940 0.998 0.777
ACCESS-ESM1-5_CMIP6 [-] 84.3 84.3 59.2 25.1 30.3 1.76 0.387 0.535 0.717 0.650 0.565
CESM2_BARPA [-] 68.0 68.3 62.3 6.00 8.78 0.275 0.801 0.810 0.983 0.946 0.870
CESM2_CCAM [-] 67.1 66.6 62.3 4.30 13.6 1.04 0.755 0.684 0.919 0.676 0.743
CESM2_CMIP6 [-] 73.7 73.7 61.0 12.7 15.9 0.994 0.706 0.739 0.859 0.401 0.689
CMCC-ESM2_BARPA [-] 67.4 67.4 62.3 5.13 8.79 0.297 0.807 0.809 0.979 0.914 0.864
CMCC-ESM2_CCAM [-] 84.5 84.6 62.3 22.3 23.5 0.659 0.453 0.777 0.954 0.995 0.791
CMCC-ESM2_CMIP6 [-] 81.1 81.1 61.0 20.1 21.8 0.442 0.490 0.752 0.972 0.564 0.706
CNRM-ESM2-1_CCAM [-] 73.7 73.8 62.3 11.6 13.8 0.532 0.660 0.770 0.959 0.923 0.816
CNRM-ESM2-1_CMIP6 [-] 80.2 80.2 61.5 18.7 20.4 0.00 0.524 0.745 1.00 0.673 0.737
EC-Earth3_BARPA [-] 61.8 61.2 62.3 -1.04 10.2 0.513 0.787 0.774 0.961 0.759 0.811
EC-Earth3_CCAM [-] 77.4 76.9 62.3 14.6 17.3 0.481 0.592 0.732 0.966 0.861 0.777
EC-Earth3_CMIP6 [-] 62.3 62.3 62.9 -0.625 18.8 0.476 0.641 0.627 0.964 0.373 0.647
ERA5_BARPA [-] 67.5 67.7 62.3 5.39 7.92 0.425 0.808 0.835 0.973 0.982 0.886
ERA5_CCAM [-] 81.4 81.6 62.3 19.3 20.5 0.859 0.492 0.781 0.941 0.987 0.796
MPI-ESM1-2-HR_BARPA [-] 52.0 52.2 62.3 -10.1 15.4 1.06 0.649 0.700 0.921 0.899 0.774
MPI-ESM1-2-HR_CMIP6 [-] 43.6 43.6 62.3 -18.7 36.9 1.41 0.314 0.526 0.832 0.176 0.475
NorESM2-MM_BARPA [-] 70.6 70.8 62.3 8.57 10.5 0.724 0.739 0.811 0.950 0.963 0.855
NorESM2-MM_CCAM [-] 71.0 71.5 62.3 9.25 12.4 0.807 0.713 0.784 0.945 0.929 0.831
NorESM2-MM_CMIP6 [-] 74.6 74.6 61.0 13.6 15.6 0.229 0.608 0.760 0.986 0.666 0.756
Download Data
Period Mean (original grids) [watt/m2]
Model Period Mean (intersection) [watt/m2]
Benchmark Period Mean (intersection) [watt/m2]
Model Period Mean (complement) [watt/m2]
Benchmark Period Mean (complement) [watt/m2]
Bias [watt/m2]
RMSE [watt/m2]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 43.3
ACCESS-CM2_BARPA [-] 34.6 36.4 43.3 -6.91 15.2 0.172 0.729 0.676 0.981 0.735 0.759
ACCESS-CM2_CCAM [-] 48.0 49.5 43.3 6.18 13.2 0.198 0.786 0.702 0.985 0.791 0.793
ACCESS-CM2_CMIP6 [-] 55.3 55.3 44.5 10.7 18.8 0.157 0.725 0.603 0.987 0.568 0.697
ACCESS-ESM1-5_BARPA [-] 38.0 39.8 43.3 -3.57 12.3 0.568 0.782 0.726 0.960 0.715 0.782
ACCESS-ESM1-5_CCAM [-] 64.9 66.2 43.3 22.8 26.9 0.385 0.464 0.620 0.970 0.811 0.697
ACCESS-ESM1-5_CMIP6 [-] 65.7 65.7 44.6 21.2 26.3 0.347 0.496 0.586 0.953 0.566 0.637
CESM2_BARPA [-] 28.9 30.9 43.3 -12.5 19.0 0.323 0.600 0.680 0.971 0.670 0.720
CESM2_CCAM [-] 41.6 43.8 43.3 0.434 16.8 0.337 0.786 0.618 0.974 0.443 0.688
CESM2_CMIP6 [-] 53.5 53.5 43.1 10.4 15.8 0.330 0.717 0.698 0.978 0.767 0.771
CMCC-ESM2_BARPA [-] 25.1 26.9 43.3 -16.4 22.3 0.458 0.531 0.653 0.969 0.750 0.711
CMCC-ESM2_CCAM [-] 53.3 54.9 43.3 11.5 15.4 0.254 0.681 0.731 0.978 0.642 0.752
CMCC-ESM2_CMIP6 [-] 64.5 64.5 43.1 21.4 25.4 0.784 0.519 0.669 0.945 0.810 0.722
CNRM-ESM2-1_CCAM [-] 52.0 53.6 43.3 10.2 15.5 0.468 0.710 0.690 0.971 0.716 0.756
CNRM-ESM2-1_CMIP6 [-] 34.7 34.7 44.6 -9.87 26.2 0.754 0.633 0.469 0.945 0.665 0.636
EC-Earth3_BARPA [-] 30.0 31.7 43.3 -11.7 17.6 0.257 0.638 0.698 0.981 0.670 0.737
EC-Earth3_CCAM [-] 53.0 54.5 43.3 11.2 17.1 0.212 0.683 0.665 0.978 0.581 0.714
EC-Earth3_CMIP6 [-] 49.3 49.3 43.3 6.08 22.5 0.0771 0.736 0.488 0.994 0.782 0.698
ERA5_BARPA [-] 37.2 38.8 43.3 -4.58 13.2 0.402 0.772 0.712 0.963 0.741 0.780
ERA5_CCAM [-] 59.3 60.6 43.3 17.3 20.2 0.150 0.557 0.711 0.983 0.681 0.729
MPI-ESM1-2-HR_BARPA [-] 25.1 27.1 43.3 -16.2 22.4 0.100 0.530 0.655 0.992 0.621 0.691
MPI-ESM1-2-HR_CMIP6 [-] 20.5 20.5 43.9 -23.3 30.8 0.131 0.394 0.598 0.990 0.427 0.602
NorESM2-MM_BARPA [-] 37.7 39.7 43.3 -3.69 14.4 0.225 0.782 0.681 0.982 0.633 0.752
NorESM2-MM_CCAM [-] 66.9 67.9 43.3 24.6 27.1 0.502 0.430 0.682 0.962 0.815 0.714
NorESM2-MM_CMIP6 [-] 65.4 65.4 43.1 22.2 24.0 0.406 0.472 0.739 0.971 0.838 0.752
Download Data
Period Mean (original grids) [watt/m2]
Model Period Mean (intersection) [watt/m2]
Benchmark Period Mean (intersection) [watt/m2]
Model Period Mean (complement) [watt/m2]
Benchmark Period Mean (complement) [watt/m2]
Bias [watt/m2]
RMSE [watt/m2]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 50.0
ACCESS-CM2_BARPA [-] 53.9 57.5 50.0 141. 7.54 15.9 0.463 0.764 0.709 0.936 0.929 0.809
ACCESS-CM2_CCAM [-] 68.0 71.1 50.0 143. 21.1 27.3 0.760 0.552 0.607 0.915 0.962 0.728
ACCESS-CM2_CMIP6 [-] 70.1 70.1 49.9 20.2 29.1 0.554 0.569 0.557 0.904 0.662 0.649
ACCESS-ESM1-5_BARPA [-] 53.5 56.9 50.0 141. 6.97 14.5 0.585 0.784 0.717 0.939 0.961 0.823
ACCESS-ESM1-5_CCAM [-] 70.9 73.6 50.0 135. 23.7 30.0 0.511 0.495 0.569 0.933 0.963 0.706
ACCESS-ESM1-5_CMIP6 [-] 69.5 69.5 48.4 21.2 27.9 0.824 0.543 0.579 0.921 0.802 0.685
CESM2_BARPA [-] 43.4 47.2 50.0 139. -2.74 14.5 0.737 0.776 0.718 0.935 0.905 0.810
CESM2_CCAM [-] 50.7 54.6 50.0 160. 4.69 23.4 1.17 0.735 0.544 0.862 0.621 0.661
CESM2_CMIP6 [-] 57.1 57.1 49.6 7.52 19.7 0.885 0.724 0.618 0.908 0.765 0.726
CMCC-ESM2_BARPA [-] 42.3 45.9 50.0 129. -4.07 18.0 0.479 0.749 0.662 0.947 0.917 0.787
CMCC-ESM2_CCAM [-] 73.4 76.0 50.0 138. 26.1 30.2 1.03 0.471 0.633 0.871 0.965 0.715
CMCC-ESM2_CMIP6 [-] 74.1 74.1 49.6 24.5 30.6 1.21 0.499 0.620 0.865 0.880 0.697
CNRM-ESM2-1_CCAM [-] 69.0 71.9 50.0 138. 22.0 27.1 0.730 0.528 0.622 0.904 0.925 0.720
CNRM-ESM2-1_CMIP6 [-] 37.3 37.3 48.6 -11.4 31.7 1.39 0.500 0.492 0.817 0.464 0.553
EC-Earth3_BARPA [-] 48.3 51.7 50.0 133. 1.78 12.3 0.478 0.829 0.743 0.951 0.908 0.835
EC-Earth3_CCAM [-] 71.9 74.4 50.0 138. 24.5 30.6 0.958 0.484 0.570 0.862 0.949 0.687
EC-Earth3_CMIP6 [-] 69.8 69.8 49.6 20.2 35.4 0.465 0.560 0.419 0.939 0.971 0.661
ERA5_BARPA [-] 53.0 56.3 50.0 135. 6.33 12.9 0.348 0.802 0.748 0.957 0.959 0.843
ERA5_CCAM [-] 71.6 74.0 50.0 137. 24.1 28.0 0.813 0.479 0.643 0.888 0.952 0.721
MPI-ESM1-2-HR_BARPA [-] 45.1 49.3 50.0 150. -0.678 14.8 0.466 0.770 0.714 0.958 0.812 0.794
MPI-ESM1-2-HR_CMIP6 [-] 36.8 36.8 49.1 -12.3 25.4 0.344 0.600 0.588 0.960 0.685 0.684
NorESM2-MM_BARPA [-] 54.9 58.6 50.0 141. 8.65 15.5 0.691 0.769 0.715 0.934 0.926 0.812
NorESM2-MM_CCAM [-] 72.5 74.2 50.0 110. 24.2 28.8 1.24 0.490 0.644 0.848 0.987 0.722
NorESM2-MM_CMIP6 [-] 68.0 68.0 49.6 18.4 22.6 0.869 0.570 0.707 0.906 0.791 0.736
Download Data
Period Mean (original grids) [watt/m2]
Model Period Mean (intersection) [watt/m2]
Benchmark Period Mean (intersection) [watt/m2]
Model Period Mean (complement) [watt/m2]
Benchmark Period Mean (complement) [watt/m2]
Bias [watt/m2]
RMSE [watt/m2]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 34.5
ACCESS-CM2_BARPA [-] 38.2 38.2 34.5 3.70 9.33 1.48 0.775 0.629 0.827 0.912 0.754
ACCESS-CM2_CCAM [-] 46.6 46.4 34.5 12.0 16.3 1.98 0.489 0.560 0.729 0.793 0.626
ACCESS-CM2_CMIP6 [-] 47.6 47.6 34.7 12.9 16.2 1.59 0.459 0.595 0.782 0.938 0.674
ACCESS-ESM1-5_BARPA [-] 35.2 35.1 34.5 0.667 8.88 1.73 0.760 0.638 0.790 0.850 0.735
ACCESS-ESM1-5_CCAM [-] 41.1 41.1 34.5 6.65 14.1 1.93 0.648 0.539 0.750 0.731 0.641
ACCESS-ESM1-5_CMIP6 [-] 48.0 48.0 35.3 12.6 16.9 1.65 0.490 0.533 0.782 0.978 0.663
CESM2_BARPA [-] 35.6 35.6 34.5 1.10 8.16 1.09 0.789 0.651 0.879 0.882 0.770
CESM2_CCAM [-] 29.4 29.2 34.5 -5.29 13.2 2.37 0.674 0.505 0.651 0.891 0.645
CESM2_CMIP6 [-] 42.2 42.2 35.1 7.09 17.0 1.10 0.670 0.427 0.882 0.993 0.680
CMCC-ESM2_BARPA [-] 34.2 34.2 34.5 -0.313 9.75 1.09 0.800 0.581 0.898 0.891 0.750
CMCC-ESM2_CCAM [-] 49.7 49.5 34.5 15.0 17.9 1.56 0.432 0.607 0.817 0.804 0.653
CMCC-ESM2_CMIP6 [-] 47.6 47.6 35.1 12.5 15.9 1.23 0.488 0.571 0.849 0.984 0.693
CNRM-ESM2-1_CCAM [-] 35.3 35.3 34.5 0.826 10.8 1.48 0.730 0.588 0.808 0.849 0.713
CNRM-ESM2-1_CMIP6 [-] 35.6 35.6 34.8 0.776 9.33 1.70 0.768 0.631 0.790 0.829 0.730
EC-Earth3_BARPA [-] 27.8 27.7 34.5 -6.72 10.7 0.993 0.621 0.636 0.903 0.918 0.743
EC-Earth3_CCAM [-] 35.1 35.0 34.5 0.520 10.6 2.10 0.736 0.592 0.694 0.828 0.688
EC-Earth3_CMIP6 [-] 27.8 27.8 34.9 -7.13 13.1 2.11 0.631 0.515 0.710 0.979 0.670
ERA5_BARPA [-] 37.9 37.9 34.5 3.43 8.04 1.00 0.773 0.679 0.893 0.910 0.787
ERA5_CCAM [-] 43.4 43.4 34.5 8.93 13.0 1.03 0.572 0.646 0.894 0.760 0.704
MPI-ESM1-2-HR_BARPA [-] 30.8 30.7 34.5 -3.76 10.7 1.37 0.725 0.573 0.841 0.900 0.722
MPI-ESM1-2-HR_CMIP6 [-] 22.6 22.6 34.4 -11.8 19.4 3.11 0.450 0.403 0.591 0.844 0.538
NorESM2-MM_BARPA [-] 39.1 39.1 34.5 4.62 10.2 1.30 0.749 0.595 0.869 0.935 0.749
NorESM2-MM_CCAM [-] 46.9 46.7 34.5 12.2 15.7 1.56 0.484 0.610 0.824 0.911 0.688
NorESM2-MM_CMIP6 [-] 43.9 43.9 35.1 8.79 19.2 1.10 0.618 0.390 0.897 0.939 0.647
Download Data
Period Mean (original grids) [watt/m2]
Model Period Mean (intersection) [watt/m2]
Benchmark Period Mean (intersection) [watt/m2]
Model Period Mean (complement) [watt/m2]
Benchmark Period Mean (complement) [watt/m2]
Bias [watt/m2]
RMSE [watt/m2]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 26.4
ACCESS-CM2_BARPA [-] 26.7 27.1 26.4 53.8 0.659 7.63 0.542 0.777 0.684 0.952 0.644 0.748
ACCESS-CM2_CCAM [-] 39.0 39.4 26.4 57.0 13.0 15.7 0.616 0.452 0.592 0.953 0.591 0.636
ACCESS-CM2_CMIP6 [-] 36.7 36.7 26.5 10.2 12.6 0.256 0.534 0.661 0.976 0.464 0.659
ACCESS-ESM1-5_BARPA [-] 24.9 25.4 26.4 48.2 -1.07 7.49 0.781 0.759 0.701 0.944 0.604 0.742
ACCESS-ESM1-5_CCAM [-] 38.9 39.4 26.4 54.2 13.0 16.3 0.454 0.463 0.565 0.965 0.410 0.594
ACCESS-ESM1-5_CMIP6 [-] 37.5 37.5 26.3 11.2 13.8 0.683 0.523 0.622 0.949 0.370 0.617
CESM2_BARPA [-] 20.8 21.2 26.4 57.0 -5.20 9.73 1.11 0.688 0.633 0.885 0.667 0.701
CESM2_CCAM [-] 18.2 18.6 26.4 50.6 -7.79 13.7 0.667 0.583 0.518 0.916 0.607 0.628
CESM2_CMIP6 [-] 31.7 31.7 26.4 5.31 9.34 0.604 0.701 0.660 0.944 0.604 0.714
CMCC-ESM2_BARPA [-] 19.6 20.0 26.4 56.2 -6.45 13.1 1.94 0.649 0.506 0.729 0.678 0.614
CMCC-ESM2_CCAM [-] 44.6 44.9 26.4 64.1 18.5 21.7 0.805 0.339 0.495 0.901 0.539 0.554
CMCC-ESM2_CMIP6 [-] 49.8 49.8 26.4 23.4 30.3 0.504 0.244 0.309 0.964 0.448 0.455
CNRM-ESM2-1_CCAM [-] 35.7 36.1 26.4 54.9 9.69 13.5 0.638 0.549 0.594 0.952 0.460 0.630
CNRM-ESM2-1_CMIP6 [-] 20.1 20.1 26.4 -6.32 14.4 1.29 0.612 0.470 0.855 0.587 0.599
EC-Earth3_BARPA [-] 15.6 16.0 26.4 47.5 -10.4 12.6 0.785 0.492 0.702 0.928 0.683 0.701
EC-Earth3_CCAM [-] 30.4 30.8 26.4 52.2 4.36 11.1 0.402 0.691 0.585 0.965 0.473 0.660
EC-Earth3_CMIP6 [-] 27.4 27.1 26.4 165. 0.737 15.9 0.397 0.680 0.423 0.967 0.371 0.573
ERA5_BARPA [-] 24.1 24.4 26.4 47.7 -1.98 8.48 1.52 0.778 0.637 0.814 0.691 0.712
ERA5_CCAM [-] 35.1 35.5 26.4 47.8 9.07 12.5 0.586 0.569 0.632 0.943 0.491 0.653
MPI-ESM1-2-HR_BARPA [-] 16.1 16.5 26.4 51.3 -9.89 12.4 0.599 0.509 0.679 0.945 0.660 0.694
MPI-ESM1-2-HR_CMIP6 [-] 12.7 12.7 26.4 -13.7 17.6 0.249 0.393 0.542 0.979 0.448 0.581
NorESM2-MM_BARPA [-] 28.3 28.7 26.4 60.0 2.28 12.4 2.05 0.736 0.493 0.713 0.596 0.606
NorESM2-MM_CCAM [-] 47.3 47.6 26.4 50.1 21.2 22.3 0.443 0.264 0.651 0.956 0.707 0.646
NorESM2-MM_CMIP6 [-] 40.1 40.1 26.4 13.7 15.6 0.789 0.440 0.621 0.914 0.575 0.634
Download Data
Period Mean (original grids) [watt/m2]
Model Period Mean (intersection) [watt/m2]
Benchmark Period Mean (intersection) [watt/m2]
Model Period Mean (complement) [watt/m2]
Benchmark Period Mean (complement) [watt/m2]
Bias [watt/m2]
RMSE [watt/m2]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 22.2
ACCESS-CM2_BARPA [-] 22.8 23.4 22.2 168. 1.18 7.39 1.12 0.783 0.560 0.853 0.324 0.616
ACCESS-CM2_CCAM [-] 26.6 27.2 22.2 160. 4.93 11.7 1.60 0.660 0.424 0.787 0.312 0.522
ACCESS-CM2_CMIP6 [-] 28.9 28.9 22.3 6.64 11.0 1.42 0.576 0.471 0.818 0.384 0.544
ACCESS-ESM1-5_BARPA [-] 19.1 19.7 22.2 168. -2.50 6.95 0.884 0.701 0.635 0.889 0.316 0.635
ACCESS-ESM1-5_CCAM [-] 21.3 21.9 22.2 180. -0.326 10.2 1.65 0.718 0.448 0.758 0.256 0.526
ACCESS-ESM1-5_CMIP6 [-] 29.0 29.0 22.5 6.44 11.1 1.24 0.639 0.493 0.858 0.186 0.534
CESM2_BARPA [-] 17.4 18.1 22.2 183. -4.12 8.27 1.04 0.616 0.600 0.875 0.242 0.587
CESM2_CCAM [-] 15.0 15.6 22.2 176. -6.65 13.8 4.01 0.494 0.379 0.290 0.240 0.356
CESM2_CMIP6 [-] 26.8 26.8 22.5 4.31 10.2 0.776 0.677 0.593 0.905 0.0592 0.565
CMCC-ESM2_BARPA [-] 18.2 18.9 22.2 185. -3.33 10.4 1.94 0.665 0.446 0.709 0.260 0.505
CMCC-ESM2_CCAM [-] 37.1 37.6 22.2 172. 15.4 17.5 1.38 0.269 0.512 0.822 0.323 0.488
CMCC-ESM2_CMIP6 [-] 37.9 37.9 22.5 15.5 19.2 1.01 0.380 0.452 0.888 0.0705 0.449
CNRM-ESM2-1_CCAM [-] 26.8 27.3 22.2 141. 5.09 9.70 0.697 0.657 0.537 0.921 0.278 0.586
CNRM-ESM2-1_CMIP6 [-] 20.0 20.0 22.2 -2.20 14.0 3.34 0.576 0.353 0.461 0.0957 0.368
EC-Earth3_BARPA [-] 13.0 13.6 22.2 162. -8.69 11.6 1.35 0.404 0.600 0.820 0.283 0.541
EC-Earth3_CCAM [-] 19.9 20.4 22.2 145. -1.81 9.01 1.09 0.683 0.522 0.874 0.312 0.583
EC-Earth3_CMIP6 [-] 17.5 17.5 22.3 -4.86 12.6 1.20 0.533 0.409 0.863 0.214 0.486
ERA5_BARPA [-] 22.0 22.5 22.2 153. 0.221 6.57 1.15 0.785 0.602 0.859 0.376 0.645
ERA5_CCAM [-] 23.2 23.7 22.2 142. 1.46 8.11 0.660 0.761 0.549 0.922 0.352 0.627
MPI-ESM1-2-HR_BARPA [-] 15.3 15.8 22.2 156. -6.41 9.79 1.14 0.499 0.583 0.859 0.303 0.565
MPI-ESM1-2-HR_CMIP6 [-] 9.63 9.63 22.3 -12.7 15.8 1.69 0.283 0.454 0.707 0.410 0.462
NorESM2-MM_BARPA [-] 25.4 26.1 22.2 190. 3.86 9.56 1.81 0.697 0.492 0.759 0.249 0.538
NorESM2-MM_CCAM [-] 36.8 37.1 22.2 77.4 14.9 17.4 1.84 0.283 0.473 0.752 0.577 0.511
NorESM2-MM_CMIP6 [-] 34.5 34.5 22.5 12.0 15.2 2.06 0.396 0.469 0.690 0.114 0.427
Download Data
Period Mean (original grids) [watt/m2]
Model Period Mean (intersection) [watt/m2]
Benchmark Period Mean (intersection) [watt/m2]
Model Period Mean (complement) [watt/m2]
Benchmark Period Mean (complement) [watt/m2]
Bias [watt/m2]
RMSE [watt/m2]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 45.8
ACCESS-CM2_BARPA [-] 50.9 51.9 45.8 6.10 9.97 0.171 0.782 0.742 0.988 0.886 0.828
ACCESS-CM2_CCAM [-] 59.9 62.8 45.8 17.0 19.4 0.849 0.521 0.712 0.877 0.724 0.709
ACCESS-CM2_CMIP6 [-] 67.2 67.2 45.1 22.1 27.3 2.02 0.420 0.520 0.715 0.0136 0.438
ACCESS-ESM1-5_BARPA [-] 49.2 50.7 45.8 4.95 11.5 0.171 0.796 0.680 0.988 0.788 0.786
ACCESS-ESM1-5_CCAM [-] 56.8 59.7 45.8 14.0 17.4 0.848 0.586 0.686 0.878 0.743 0.716
ACCESS-ESM1-5_CMIP6 [-] 90.7 90.7 51.0 39.7 57.7 5.03 0.207 0.190 0.0717 1.00 0.332
CESM2_BARPA [-] 48.8 49.5 45.8 3.71 9.34 0.514 0.828 0.724 0.965 0.930 0.834
CESM2_CCAM [-] 54.1 56.6 45.8 10.8 15.6 1.09 0.643 0.667 0.841 0.856 0.735
CESM2_CMIP6 [-] 66.8 66.8 48.3 18.5 30.2 2.53 0.469 0.395 0.473 0.759 0.498
CMCC-ESM2_BARPA [-] 51.2 53.4 45.8 7.59 10.9 0.683 0.758 0.754 0.941 0.619 0.765
CMCC-ESM2_CCAM [-] 70.6 74.7 45.8 28.9 30.6 1.28 0.364 0.695 0.839 0.334 0.585
CMCC-ESM2_CMIP6 [-] 82.4 82.4 48.3 34.1 44.3 2.54 0.274 0.400 0.549 0.279 0.380
CNRM-ESM2-1_CCAM [-] 56.7 59.5 45.8 13.7 15.7 0.596 0.584 0.746 0.941 0.809 0.765
CNRM-ESM2-1_CMIP6 [-] 72.5 72.5 46.0 26.6 30.9 1.03 0.330 0.520 0.930 0.231 0.507
EC-Earth3_BARPA [-] 50.0 51.2 45.8 5.42 8.95 0.424 0.807 0.771 0.960 0.833 0.829
EC-Earth3_CCAM [-] 63.8 67.1 45.8 21.3 22.8 0.507 0.438 0.737 0.915 0.707 0.707
EC-Earth3_CMIP6 [-] 56.9 56.9 46.4 10.5 20.8 1.69 0.612 0.542 0.732 0.712 0.628
ERA5_BARPA [-] 51.2 51.7 45.8 5.93 8.36 0.169 0.772 0.809 0.990 0.989 0.874
ERA5_CCAM [-] 59.5 61.2 45.8 15.4 16.7 0.253 0.540 0.791 0.985 0.994 0.820
MPI-ESM1-2-HR_BARPA [-] 49.0 51.6 45.8 5.84 11.6 0.585 0.796 0.697 0.927 0.677 0.759
MPI-ESM1-2-HR_CMIP6 [-] 41.4 41.4 45.7 -4.30 21.9 0.00 0.675 0.454 1.00 0.437 0.604
NorESM2-MM_BARPA [-] 52.6 53.6 45.8 7.81 10.3 0.256 0.729 0.782 0.983 0.806 0.817
NorESM2-MM_CCAM [-] 54.4 55.7 45.8 9.93 13.5 0.427 0.668 0.714 0.957 0.995 0.810
NorESM2-MM_CMIP6 [-] 60.9 60.9 48.3 12.6 17.8 0.00 0.598 0.606 1.00 0.821 0.726
Download Data
Period Mean (original grids) [watt/m2]
Model Period Mean (intersection) [watt/m2]
Benchmark Period Mean (intersection) [watt/m2]
Model Period Mean (complement) [watt/m2]
Benchmark Period Mean (complement) [watt/m2]
Bias [watt/m2]
RMSE [watt/m2]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 50.4
ACCESS-CM2_BARPA [-] 59.5 62.0 50.4 11.6 16.0 0.0633 0.660 0.711 0.996 0.729 0.762
ACCESS-CM2_CCAM [-] 71.0 72.7 50.4 22.3 24.3 0.517 0.457 0.749 0.965 0.685 0.721
ACCESS-CM2_CMIP6 [-] 65.1 65.1 50.7 14.4 29.1 2.05 0.582 0.386 0.745 1.00 0.620
ACCESS-ESM1-5_BARPA [-] 61.7 63.6 50.4 13.2 18.5 0.825 0.625 0.674 0.854 0.785 0.722
ACCESS-ESM1-5_CCAM [-] 68.9 71.1 50.4 20.7 22.9 0.260 0.482 0.738 0.981 0.632 0.714
ACCESS-ESM1-5_CMIP6 [-] 69.5 69.5 48.4 21.1 28.4 0.513 0.455 0.482 0.964 0.793 0.635
CESM2_BARPA [-] 55.6 57.9 50.4 7.50 13.6 0.323 0.757 0.686 0.967 0.839 0.787
CESM2_CCAM [-] 63.5 65.9 50.4 15.5 19.1 0.837 0.580 0.711 0.933 0.607 0.708
CESM2_CMIP6 [-] 60.9 60.9 49.8 11.1 22.1 0.682 0.656 0.495 0.903 0.903 0.690
CMCC-ESM2_BARPA [-] 57.4 61.7 50.4 11.3 15.6 0.511 0.678 0.704 0.926 0.523 0.707
CMCC-ESM2_CCAM [-] 73.0 77.3 50.4 26.9 28.8 0.576 0.391 0.728 0.942 0.417 0.641
CMCC-ESM2_CMIP6 [-] 72.8 72.8 49.8 23.0 34.5 3.38 0.480 0.432 0.403 0.284 0.406
CNRM-ESM2-1_CCAM [-] 68.1 72.1 50.4 21.7 22.9 0.583 0.469 0.790 0.960 0.480 0.698
CNRM-ESM2-1_CMIP6 [-] 61.1 61.1 50.5 10.6 17.1 1.03 0.667 0.606 0.930 0.824 0.727
EC-Earth3_BARPA [-] 60.7 64.9 50.4 14.5 17.4 0.444 0.598 0.751 0.950 0.566 0.723
EC-Earth3_CCAM [-] 74.2 78.9 50.4 28.5 30.1 0.644 0.364 0.729 0.932 0.445 0.640
EC-Earth3_CMIP6 [-] 73.7 73.7 50.0 23.7 26.9 0.897 0.427 0.647 0.939 0.996 0.731
ERA5_BARPA [-] 57.6 61.6 50.4 11.2 14.3 0.191 0.676 0.753 0.987 0.578 0.750
ERA5_CCAM [-] 69.3 72.1 50.4 21.7 23.3 0.451 0.458 0.764 0.958 0.704 0.730
MPI-ESM1-2-HR_BARPA [-] 58.7 62.4 50.4 12.0 16.5 0.318 0.661 0.689 0.947 0.560 0.709
MPI-ESM1-2-HR_CMIP6 [-] 79.9 79.9 48.8 31.1 38.8 1.82 0.347 0.496 0.719 0.0967 0.431
NorESM2-MM_BARPA [-] 56.6 60.2 50.4 9.83 13.6 0.705 0.705 0.734 0.911 0.617 0.740
NorESM2-MM_CCAM [-] 63.6 64.6 50.4 14.2 17.5 0.706 0.607 0.738 0.908 0.853 0.769
NorESM2-MM_CMIP6 [-] 62.1 62.1 49.8 12.3 19.4 1.35 0.625 0.588 0.788 0.670 0.652
Download Data
Period Mean (original grids) [watt/m2]
Model Period Mean (intersection) [watt/m2]
Benchmark Period Mean (intersection) [watt/m2]
Model Period Mean (complement) [watt/m2]
Benchmark Period Mean (complement) [watt/m2]
Bias [watt/m2]
RMSE [watt/m2]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 52.1
ACCESS-CM2_BARPA [-] 61.1 60.8 52.1 8.64 10.6 0.562 0.702 0.813 0.962 0.994 0.857
ACCESS-CM2_CCAM [-] 64.7 65.2 52.1 13.1 16.1 0.646 0.613 0.747 0.956 0.974 0.807
ACCESS-CM2_CMIP6 [-] 76.1 76.1 53.3 22.8 29.9 3.04 0.431 0.503 0.420 0.125 0.396
ACCESS-ESM1-5_BARPA [-] 56.7 57.0 52.1 4.85 9.14 0.767 0.782 0.795 0.923 0.981 0.855
ACCESS-ESM1-5_CCAM [-] 63.6 63.9 52.1 11.8 15.6 0.385 0.621 0.736 0.972 0.974 0.808
ACCESS-ESM1-5_CMIP6 [-] 82.8 82.8 51.5 31.3 38.3 2.71 0.343 0.424 0.625 0.0112 0.366
CESM2_BARPA [-] 59.7 59.5 52.1 7.32 10.2 0.430 0.735 0.774 0.971 0.999 0.850
CESM2_CCAM [-] 48.5 48.1 52.1 -4.00 14.7 0.976 0.746 0.603 0.908 0.909 0.754
CESM2_CMIP6 [-] 68.9 68.9 53.3 15.5 24.8 2.19 0.529 0.550 0.640 0.213 0.496
CMCC-ESM2_BARPA [-] 62.3 62.3 52.1 10.1 12.8 0.343 0.657 0.762 0.976 0.754 0.782
CMCC-ESM2_CCAM [-] 76.5 76.5 52.1 24.4 25.6 0.854 0.390 0.758 0.928 0.967 0.760
CMCC-ESM2_CMIP6 [-] 96.7 96.7 53.3 43.3 49.6 2.87 0.286 0.428 0.574 0.0721 0.358
CNRM-ESM2-1_CCAM [-] 60.4 60.4 52.1 8.22 12.0 0.898 0.710 0.761 0.929 0.929 0.818
CNRM-ESM2-1_CMIP6 [-] 71.9 71.9 54.0 17.9 23.7 1.37 0.501 0.591 0.865 0.466 0.603
EC-Earth3_BARPA [-] 58.0 57.7 52.1 5.58 9.22 0.770 0.755 0.800 0.944 0.834 0.826
EC-Earth3_CCAM [-] 68.1 67.5 52.1 15.4 18.0 0.939 0.548 0.747 0.911 0.836 0.758
EC-Earth3_CMIP6 [-] 57.4 57.4 53.0 4.41 20.0 1.52 0.700 0.579 0.816 0.140 0.563
ERA5_BARPA [-] 62.3 61.5 52.1 9.34 10.7 0.432 0.686 0.816 0.969 0.994 0.856
ERA5_CCAM [-] 71.4 71.3 52.1 19.2 20.2 0.345 0.475 0.800 0.975 0.965 0.803
MPI-ESM1-2-HR_BARPA [-] 54.6 54.2 52.1 2.11 8.92 0.762 0.793 0.772 0.922 0.781 0.808
MPI-ESM1-2-HR_CMIP6 [-] 37.4 37.4 52.2 -14.8 25.4 2.53 0.546 0.457 0.609 0.995 0.613
NorESM2-MM_BARPA [-] 63.0 62.6 52.1 10.4 12.3 0.387 0.662 0.780 0.973 0.948 0.828
NorESM2-MM_CCAM [-] 60.9 61.0 52.1 8.91 11.9 0.301 0.710 0.789 0.978 0.995 0.852
NorESM2-MM_CMIP6 [-] 75.0 75.0 53.3 21.6 28.9 2.02 0.472 0.546 0.650 0.147 0.472
Download Data
Period Mean (original grids) [watt/m2]
Model Period Mean (intersection) [watt/m2]
Benchmark Period Mean (intersection) [watt/m2]
Model Period Mean (complement) [watt/m2]
Benchmark Period Mean (complement) [watt/m2]
Bias [watt/m2]
RMSE [watt/m2]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 46.0
ACCESS-CM2_BARPA [-] 50.2 50.4 46.0 4.48 10.7 0.388 0.815 0.684 0.974 0.996 0.830
ACCESS-CM2_CCAM [-] 55.1 55.0 46.0 9.06 13.7 0.774 0.671 0.658 0.943 0.943 0.775
ACCESS-CM2_CMIP6 [-] 68.0 68.0 50.4 17.5 30.4 3.37 0.489 0.348 0.471 0.164 0.364
ACCESS-ESM1-5_BARPA [-] 46.6 46.9 46.0 0.920 11.0 0.533 0.832 0.655 0.951 0.991 0.817
ACCESS-ESM1-5_CCAM [-] 48.8 48.4 46.0 2.45 12.7 0.534 0.816 0.611 0.954 0.981 0.795
ACCESS-ESM1-5_CMIP6 [-] 51.0 51.0 42.8 8.28 14.9 1.52 0.654 0.535 0.843 0.805 0.674
CESM2_BARPA [-] 48.9 48.6 46.0 2.63 9.15 0.291 0.871 0.704 0.980 0.980 0.848
CESM2_CCAM [-] 48.9 47.8 46.0 1.83 12.8 0.871 0.840 0.584 0.920 0.995 0.784
CESM2_CMIP6 [-] 49.4 49.4 47.5 1.95 17.7 1.22 0.810 0.446 0.847 0.781 0.666
CMCC-ESM2_BARPA [-] 46.9 46.9 46.0 0.976 9.28 0.243 0.844 0.699 0.983 0.992 0.843
CMCC-ESM2_CCAM [-] 56.9 56.5 46.0 10.6 14.7 0.678 0.640 0.674 0.948 0.978 0.783
CMCC-ESM2_CMIP6 [-] 57.6 57.6 47.5 10.1 16.9 1.22 0.632 0.546 0.847 0.753 0.665
CNRM-ESM2-1_CCAM [-] 46.9 46.8 46.0 0.826 12.4 1.12 0.774 0.632 0.899 0.905 0.768
CNRM-ESM2-1_CMIP6 [-] 70.7 70.7 52.4 18.3 25.7 2.05 0.461 0.463 0.745 1.00 0.626
EC-Earth3_BARPA [-] 41.4 41.8 46.0 -4.11 12.9 0.727 0.721 0.633 0.952 0.961 0.780
EC-Earth3_CCAM [-] 48.8 48.2 46.0 2.24 11.8 0.972 0.780 0.642 0.915 0.952 0.786
EC-Earth3_CMIP6 [-] 43.6 43.6 47.7 -4.14 16.9 1.18 0.787 0.490 0.870 0.897 0.707
ERA5_BARPA [-] 50.7 51.0 46.0 5.03 8.92 0.291 0.799 0.751 0.979 0.991 0.854
ERA5_CCAM [-] 53.1 52.8 46.0 6.80 12.7 0.920 0.708 0.683 0.930 0.952 0.791
MPI-ESM1-2-HR_BARPA [-] 48.4 48.5 46.0 2.55 10.1 0.533 0.846 0.684 0.964 0.993 0.834
MPI-ESM1-2-HR_CMIP6 [-] 33.9 33.9 46.5 -12.6 24.0 1.42 0.564 0.391 0.778 0.786 0.582
NorESM2-MM_BARPA [-] 50.6 50.5 46.0 4.59 9.23 0.292 0.817 0.721 0.980 0.985 0.845
NorESM2-MM_CCAM [-] 53.8 53.6 46.0 7.68 12.8 0.774 0.718 0.674 0.934 0.996 0.799
NorESM2-MM_CMIP6 [-] 52.1 52.1 47.5 4.60 16.8 1.02 0.808 0.482 0.916 0.848 0.707
Download Data
Period Mean (original grids) [watt/m2]
Model Period Mean (intersection) [watt/m2]
Benchmark Period Mean (intersection) [watt/m2]
Model Period Mean (complement) [watt/m2]
Benchmark Period Mean (complement) [watt/m2]
Bias [watt/m2]
RMSE [watt/m2]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 31.2
ACCESS-CM2_BARPA [-] 32.1 35.2 31.2 3.99 13.2 2.09 0.702 0.450 0.694 0.594 0.578
ACCESS-CM2_CCAM [-] 32.9 34.9 31.2 3.66 15.0 2.97 0.683 0.383 0.544 0.681 0.535
ACCESS-CM2_CMIP6 [-] 54.7 54.7 33.3 21.5 29.6 3.83 0.321 0.256 0.332 0.315 0.296
ACCESS-ESM1-5_BARPA [-] 27.5 30.9 31.2 -0.280 12.9 2.20 0.572 0.478 0.666 0.569 0.552
ACCESS-ESM1-5_CCAM [-] 28.7 31.8 31.2 0.560 16.1 2.90 0.561 0.384 0.537 0.521 0.478
ACCESS-ESM1-5_CMIP6 [-] 34.9 34.9 31.9 3.00 11.8 2.38 0.799 0.421 0.659 0.945 0.649
CESM2_BARPA [-] 28.4 30.7 31.2 -0.524 11.9 1.92 0.636 0.485 0.719 0.662 0.597
CESM2_CCAM [-] 25.2 27.5 31.2 -3.77 17.2 3.00 0.479 0.367 0.525 0.495 0.447
CESM2_CMIP6 [-] 39.0 39.0 32.0 7.03 15.4 1.02 0.622 0.421 0.909 0.827 0.640
CMCC-ESM2_BARPA [-] 28.5 31.4 31.2 0.197 12.8 1.33 0.619 0.467 0.851 0.590 0.599
CMCC-ESM2_CCAM [-] 38.4 41.0 31.2 9.80 14.8 1.44 0.459 0.588 0.832 0.758 0.645
CMCC-ESM2_CMIP6 [-] 44.9 44.9 32.0 12.9 16.8 2.61 0.477 0.522 0.580 0.412 0.503
CNRM-ESM2-1_CCAM [-] 30.9 34.8 31.2 3.63 16.0 1.52 0.533 0.460 0.785 0.378 0.523
CNRM-ESM2-1_CMIP6 [-] 31.8 31.8 29.4 2.44 13.0 2.85 0.588 0.408 0.541 0.464 0.482
EC-Earth3_BARPA [-] 21.5 24.9 31.2 -6.35 15.3 1.98 0.447 0.485 0.714 0.524 0.531
EC-Earth3_CCAM [-] 27.3 30.1 31.2 -1.08 14.6 2.54 0.523 0.470 0.599 0.521 0.517
EC-Earth3_CMIP6 [-] 35.8 35.8 33.2 2.57 22.1 2.59 0.369 0.377 0.619 0.227 0.394
ERA5_BARPA [-] 31.4 35.0 31.2 3.73 11.5 1.04 0.695 0.541 0.856 0.554 0.637
ERA5_CCAM [-] 32.6 36.2 31.2 5.00 15.7 1.83 0.561 0.461 0.711 0.412 0.521
MPI-ESM1-2-HR_BARPA [-] 27.4 31.8 31.2 0.552 14.8 1.77 0.527 0.452 0.727 0.417 0.515
MPI-ESM1-2-HR_CMIP6 [-] 12.3 12.3 32.4 -20.2 24.9 4.20 0.213 0.327 0.311 0.634 0.362
NorESM2-MM_BARPA [-] 34.1 37.2 31.2 6.03 13.0 1.16 0.692 0.484 0.874 0.572 0.621
NorESM2-MM_CCAM [-] 39.5 41.7 31.2 10.5 17.1 2.14 0.444 0.452 0.699 0.758 0.561
NorESM2-MM_CMIP6 [-] 46.9 46.9 32.0 15.0 23.2 1.29 0.447 0.350 0.792 0.257 0.439
Download Data
Period Mean (original grids) [watt/m2]
Model Period Mean (intersection) [watt/m2]
Benchmark Period Mean (intersection) [watt/m2]
Model Period Mean (complement) [watt/m2]
Benchmark Period Mean (complement) [watt/m2]
Bias [watt/m2]
RMSE [watt/m2]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 35.3
ACCESS-CM2_BARPA [-] 32.2 35.9 35.3 0.586 14.8 1.54 0.706 0.397 0.783 0.748 0.606
ACCESS-CM2_CCAM [-] 33.0 35.2 35.3 -0.0713 18.3 2.33 0.735 0.287 0.671 0.820 0.560
ACCESS-CM2_CMIP6 [-] 44.2 44.2 34.4 9.77 26.1 2.17 0.481 0.253 0.692 0.225 0.381
ACCESS-ESM1-5_BARPA [-] 25.7 29.5 35.3 -5.77 16.1 1.57 0.500 0.421 0.782 0.757 0.576
ACCESS-ESM1-5_CCAM [-] 25.9 29.1 35.3 -6.15 19.1 2.48 0.477 0.325 0.639 0.719 0.497
ACCESS-ESM1-5_CMIP6 [-] 42.8 42.8 34.2 8.59 23.0 3.03 0.421 0.276 0.489 0.352 0.363
CESM2_BARPA [-] 28.2 32.1 35.3 -3.21 15.1 1.79 0.564 0.437 0.776 0.663 0.575
CESM2_CCAM [-] 32.8 35.7 35.3 0.442 18.1 2.18 0.617 0.343 0.704 0.580 0.517
CESM2_CMIP6 [-] 29.9 29.9 35.5 -5.59 20.9 1.33 0.365 0.444 0.848 0.327 0.486
CMCC-ESM2_BARPA [-] 27.3 31.4 35.3 -3.87 15.2 1.45 0.527 0.446 0.816 0.668 0.581
CMCC-ESM2_CCAM [-] 40.9 43.4 35.3 8.09 15.8 1.92 0.585 0.427 0.730 0.801 0.594
CMCC-ESM2_CMIP6 [-] 46.1 46.1 35.5 10.6 19.2 2.27 0.532 0.410 0.663 0.387 0.480
CNRM-ESM2-1_CCAM [-] 35.6 38.5 35.3 3.19 15.1 2.09 0.704 0.395 0.692 0.821 0.601
CNRM-ESM2-1_CMIP6 [-] 39.1 39.1 34.5 4.62 20.2 2.24 0.591 0.344 0.649 0.404 0.467
EC-Earth3_BARPA [-] 27.6 31.9 35.3 -3.41 16.5 2.17 0.556 0.395 0.704 0.655 0.541
EC-Earth3_CCAM [-] 35.1 38.0 35.3 2.66 16.0 1.74 0.696 0.377 0.770 0.660 0.576
EC-Earth3_CMIP6 [-] 31.0 31.0 35.1 -4.05 20.1 2.55 0.488 0.286 0.623 0.650 0.467
ERA5_BARPA [-] 33.3 37.1 35.3 1.85 12.2 0.948 0.730 0.495 0.880 0.721 0.664
ERA5_CCAM [-] 31.6 35.0 35.3 -0.268 16.3 1.58 0.653 0.373 0.782 0.669 0.570
MPI-ESM1-2-HR_BARPA [-] 26.9 30.5 35.3 -4.79 15.9 2.24 0.540 0.403 0.682 0.742 0.554
MPI-ESM1-2-HR_CMIP6 [-] 14.5 14.5 34.5 -20.1 25.2 3.11 0.208 0.306 0.497 0.582 0.380
NorESM2-MM_BARPA [-] 35.1 39.2 35.3 3.92 14.5 1.35 0.724 0.422 0.836 0.692 0.619
NorESM2-MM_CCAM [-] 32.8 34.0 35.3 -1.33 16.2 2.15 0.686 0.334 0.711 0.965 0.606
NorESM2-MM_CMIP6 [-] 40.9 40.9 35.5 5.40 20.6 1.57 0.479 0.381 0.819 0.389 0.490
Download Data
Period Mean (original grids) [watt/m2]
Model Period Mean (intersection) [watt/m2]
Benchmark Period Mean (intersection) [watt/m2]
Model Period Mean (complement) [watt/m2]
Benchmark Period Mean (complement) [watt/m2]
Bias [watt/m2]
RMSE [watt/m2]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 72.2
ACCESS-CM2_BARPA [-] 58.1 65.4 72.2 -6.80 21.8 0.785 0.637 0.505 0.876 0.876 0.680
ACCESS-CM2_CCAM [-] 68.0 73.6 72.2 1.36 21.1 1.04 0.700 0.506 0.862 0.907 0.696
ACCESS-CM2_CMIP6 [-] 110. 110. 67.1 42.6 55.7 1.41 0.312 0.298 0.830 0.142 0.376
ACCESS-ESM1-5_BARPA [-] 63.3 70.4 72.2 -1.79 19.4 1.01 0.708 0.520 0.873 0.908 0.706
ACCESS-ESM1-5_CCAM [-] 80.7 84.5 72.2 12.2 23.3 1.32 0.644 0.508 0.821 0.993 0.695
ACCESS-ESM1-5_CMIP6 [-] 107. 107. 73.4 33.3 43.2 0.511 0.259 0.324 0.963 0.871 0.548
CESM2_BARPA [-] 53.5 62.8 72.2 -9.44 21.2 0.991 0.574 0.575 0.870 0.804 0.680
CESM2_CCAM [-] 82.6 89.0 72.2 16.7 26.6 1.17 0.587 0.496 0.849 0.752 0.636
CESM2_CMIP6 [-] 79.3 79.3 69.3 10.0 20.6 0.554 0.598 0.608 0.947 0.474 0.647
CMCC-ESM2_BARPA [-] 50.8 58.8 72.2 -13.4 21.7 0.912 0.562 0.589 0.900 0.875 0.703
CMCC-ESM2_CCAM [-] 82.8 87.9 72.2 15.6 22.8 1.48 0.587 0.581 0.805 0.949 0.701
CMCC-ESM2_CMIP6 [-] 82.3 82.3 69.3 12.9 16.5 0.545 0.603 0.684 0.948 0.859 0.756
CNRM-ESM2-1_CCAM [-] 71.7 77.1 72.2 4.85 18.7 1.10 0.683 0.572 0.845 0.898 0.714
CNRM-ESM2-1_CMIP6 [-] 69.7 69.7 69.5 0.208 31.8 1.35 0.533 0.396 0.864 0.316 0.501
EC-Earth3_BARPA [-] 61.5 68.4 72.2 -3.88 18.9 0.913 0.709 0.530 0.893 0.950 0.722
EC-Earth3_CCAM [-] 80.7 84.8 72.2 12.5 23.7 1.46 0.646 0.505 0.812 0.995 0.693
EC-Earth3_CMIP6 [-] 76.8 76.8 70.8 6.04 31.0 0.854 0.729 0.338 0.929 0.684 0.603
ERA5_BARPA [-] 65.2 70.4 72.2 -1.82 12.7 0.934 0.760 0.672 0.900 0.985 0.798
ERA5_CCAM [-] 83.8 87.7 72.2 15.5 21.1 1.44 0.594 0.620 0.810 0.995 0.728
MPI-ESM1-2-HR_BARPA [-] 54.3 63.6 72.2 -8.62 23.1 0.908 0.550 0.522 0.895 0.754 0.649
MPI-ESM1-2-HR_CMIP6 [-] 47.0 47.0 71.4 -24.4 52.0 0.668 0.203 0.475 0.956 0.155 0.453
NorESM2-MM_BARPA [-] 67.2 75.3 72.2 3.04 14.0 0.910 0.689 0.680 0.891 0.883 0.764
NorESM2-MM_CCAM [-] 84.4 87.5 72.2 15.3 24.0 1.84 0.579 0.540 0.753 0.896 0.661
NorESM2-MM_CMIP6 [-] 97.1 97.1 69.3 27.8 30.3 1.00 0.365 0.638 0.887 0.572 0.620

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_BARPA
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_BARPA
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_BARPA
Data not available
Data not available
CESM2_CCAM
Data not available
Data not available
CESM2_CMIP6
Data not available
Data not available
CMCC-ESM2_BARPA
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_BARPA
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_BARPA
Data not available
Data not available
ERA5_CCAM
Data not available
Data not available
MPI-ESM1-2-HR_BARPA
Data not available
Data not available
MPI-ESM1-2-HR_CMIP6
Data not available
Data not available
NorESM2-MM_BARPA
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:
FLUXCOM (RS+METEO) Global Land Energy Fluxes using GSWP3 climate data

  Version:
1

  Institutions:
Department Biogeochemical Integration, Max Planck Institute for Biogeochemistry, Germany

  Source:
Data generated by machine learning to merge energy flux measurements from FLUXNET eddy covariance towers with MODIS remote sensing and GSWP3v1 meteorological data (RS+METEO)

  History:
2019-05-07: downloaded source from doi:10.17871/FLUXCOM_EnergyFluxes_v1
2019-06-28: converted to netCDF with https://github.com/mmu2019/Datasets/blob/master/read-le-fluxcom.py

  References:
Jung, M., S. Koirala, U. Weber, K. Ichii, F. Gans, G. Camps-Valls, D. Papale, C. Schwalm, G. Tramontana, M. Reichstein (2019), The FLUXCOM ensemble of global land-atmosphere energy fluxes, Scientific Data, submitted, 1-12, https://arxiv.org/abs/1812.04951

Tramontana, G., M. Jung, C.R. Schwalm, K. Ichii, G. Camps-Valls, B. Raduly, M. Reichstein, M.A. Arain, A. Cescatti, G. Kiely, L. Merbold, P. Serrano-Ortiz, S. Sickert, S. Wolf, and D. Papale (2016), Predicting carbon dioxide and energy fluxes across global FLUXNET sites with regression algorithms, Biogeosciences, 13, 4291-4313, doi:10.5194/bg-13-4291-2016

  Comments:
time_period: 1980-01 through 2014-12
original_temporal_resolution: monthly
original_spatial_resolution: 0.5 degree
original_units: MJ/m2/day
final_temporal_resolution: monthly
final_spatial_resolution: 0.5 degree
final_units: watt/m2

  Convention:
CF-1.7