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 [-] 63.8
ACCESS-CM2_BARPA [-] 66.3 65.8 63.8 42.4 2.02 12.2 0.568 0.748 0.645 0.956 0.924 0.783
ACCESS-CM2_CCAM [-] 79.0 78.4 63.8 44.8 14.6 25.8 0.597 0.480 0.404 0.955 0.723 0.593
ACCESS-CM2_CMIP6 [-] 56.9 56.9 63.6 -6.72 13.8 0.580 0.663 0.669 0.958 0.899 0.772
ACCESS-ESM1-5_BARPA [-] 67.9 67.4 63.8 42.9 3.56 11.9 0.669 0.740 0.665 0.938 0.951 0.792
ACCESS-ESM1-5_CCAM [-] 77.8 77.3 63.8 44.5 13.5 25.8 0.634 0.506 0.414 0.955 0.647 0.587
ACCESS-ESM1-5_CMIP6 [-] 60.0 60.0 63.9 -3.92 13.8 0.679 0.726 0.612 0.950 0.896 0.759
CESM2_BARPA [-] 71.4 70.8 63.8 45.3 7.02 13.7 0.596 0.681 0.636 0.936 0.883 0.754
CESM2_CCAM [-] 88.2 87.7 63.8 47.9 23.9 34.5 0.878 0.318 0.336 0.926 0.680 0.519
CESM2_CMIP6 [-] 68.1 68.1 63.8 4.23 14.3 0.794 0.700 0.585 0.922 0.772 0.713
CMCC-ESM2_BARPA [-] 72.4 71.8 63.8 45.6 8.00 16.1 0.856 0.667 0.572 0.898 0.867 0.715
CMCC-ESM2_CCAM [-] 71.1 70.8 63.8 41.3 6.95 18.9 0.541 0.629 0.511 0.954 0.766 0.674
CMCC-ESM2_CMIP6 [-] 54.7 54.7 63.8 -9.14 15.9 0.688 0.588 0.614 0.943 0.891 0.730
CNRM-ESM2-1_CCAM [-] 75.7 75.3 63.8 43.9 11.5 20.9 0.476 0.542 0.487 0.966 0.844 0.665
CNRM-ESM2-1_CMIP6 [-] 68.2 68.2 63.8 4.37 13.9 0.642 0.706 0.598 0.950 0.886 0.748
EC-Earth3_BARPA [-] 72.1 71.5 63.8 44.0 7.68 14.1 0.645 0.674 0.644 0.937 0.937 0.767
EC-Earth3_CCAM [-] 78.8 78.3 63.8 44.2 14.5 25.3 0.565 0.443 0.457 0.958 0.665 0.596
EC-Earth3_CMIP6 [-] 69.1 69.1 63.8 7.75 5.35 17.3 0.601 0.668 0.528 0.956 0.882 0.713
ERA5_BARPA [-] 66.7 66.2 63.8 42.3 2.43 11.1 0.646 0.768 0.673 0.932 0.947 0.799
ERA5_CCAM [-] 77.8 77.4 63.8 45.3 13.6 23.1 0.458 0.491 0.494 0.957 0.673 0.622
MPI-ESM1-2-HR_BARPA [-] 74.2 73.7 63.8 46.7 9.86 16.0 0.629 0.625 0.612 0.952 0.884 0.737
MPI-ESM1-2-HR_CMIP6 [-] 86.0 86.0 63.9 22.1 31.3 0.995 0.344 0.391 0.913 0.682 0.544
NorESM2-MM_BARPA [-] 64.3 63.9 63.8 42.0 0.0579 13.2 0.869 0.766 0.596 0.896 0.959 0.763
NorESM2-MM_CCAM [-] 69.0 68.6 63.8 38.3 4.77 19.8 0.628 0.678 0.460 0.949 0.848 0.679
NorESM2-MM_CMIP6 [-] 64.7 64.7 63.8 0.904 13.5 0.805 0.773 0.581 0.923 0.833 0.738
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 [-] 60.8
ACCESS-CM2_BARPA [-] 61.0 61.4 60.8 61.1 0.593 12.1 1.06 0.829 0.580 0.891 0.985 0.795
ACCESS-CM2_CCAM [-] 63.2 64.1 60.8 65.8 3.29 15.9 0.622 0.757 0.492 0.947 0.796 0.720
ACCESS-CM2_CMIP6 [-] 50.3 50.3 59.9 -9.65 11.7 0.252 0.626 0.733 0.984 0.919 0.806
ACCESS-ESM1-5_BARPA [-] 62.2 62.5 60.8 62.7 1.75 11.6 2.03 0.813 0.599 0.690 0.996 0.755
ACCESS-ESM1-5_CCAM [-] 55.1 55.6 60.8 61.1 -5.18 13.3 0.631 0.737 0.595 0.949 0.934 0.781
ACCESS-ESM1-5_CMIP6 [-] 52.7 52.7 60.1 -7.40 11.8 0.856 0.684 0.655 0.937 0.851 0.768
CESM2_BARPA [-] 64.5 64.8 60.8 63.8 4.04 13.1 1.72 0.786 0.561 0.770 0.984 0.752
CESM2_CCAM [-] 79.8 80.2 60.8 81.5 19.4 28.5 0.838 0.395 0.362 0.934 0.998 0.638
CESM2_CMIP6 [-] 53.5 53.5 60.0 -6.54 10.6 1.66 0.726 0.690 0.789 0.919 0.771
CMCC-ESM2_BARPA [-] 68.0 68.5 60.8 66.2 7.69 16.9 2.25 0.697 0.490 0.632 0.956 0.671
CMCC-ESM2_CCAM [-] 54.3 55.1 60.8 55.0 -5.71 11.5 1.41 0.755 0.666 0.828 0.770 0.745
CMCC-ESM2_CMIP6 [-] 45.8 45.8 60.0 -14.2 16.1 1.69 0.499 0.697 0.779 0.983 0.735
CNRM-ESM2-1_CCAM [-] 64.0 64.6 60.8 67.1 3.77 13.2 0.514 0.788 0.562 0.964 0.960 0.790
CNRM-ESM2-1_CMIP6 [-] 59.5 59.5 60.5 -0.985 11.7 0.954 0.807 0.612 0.922 0.914 0.791
EC-Earth3_BARPA [-] 75.6 75.8 60.8 72.3 15.0 21.2 1.76 0.503 0.490 0.776 0.989 0.667
EC-Earth3_CCAM [-] 71.2 71.8 60.8 73.5 11.0 16.4 1.18 0.589 0.561 0.873 0.928 0.718
EC-Earth3_CMIP6 [-] 69.0 69.0 60.2 8.72 13.3 0.554 0.674 0.625 0.964 0.839 0.759
ERA5_BARPA [-] 63.6 64.0 60.8 63.1 3.21 14.1 1.69 0.806 0.525 0.775 0.982 0.745
ERA5_CCAM [-] 60.7 61.3 60.8 63.8 0.507 12.2 1.56 0.850 0.578 0.795 0.906 0.759
MPI-ESM1-2-HR_BARPA [-] 79.0 79.3 60.8 74.8 18.5 24.5 0.937 0.424 0.464 0.922 0.976 0.670
MPI-ESM1-2-HR_CMIP6 [-] 85.4 85.4 60.0 25.5 33.4 0.995 0.298 0.347 0.910 0.883 0.581
NorESM2-MM_BARPA [-] 58.8 59.2 60.8 59.0 -1.55 17.0 2.34 0.842 0.448 0.623 0.999 0.697
NorESM2-MM_CCAM [-] 55.1 55.5 60.8 56.2 -5.24 14.4 1.52 0.763 0.539 0.818 0.994 0.752
NorESM2-MM_CMIP6 [-] 54.2 54.2 60.0 -5.76 12.2 1.66 0.750 0.616 0.789 0.907 0.749
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 [-] 57.9
ACCESS-CM2_BARPA [-] 64.2 63.6 57.9 5.70 16.6 1.01 0.612 0.485 0.895 0.690 0.685
ACCESS-CM2_CCAM [-] 70.1 68.9 57.9 11.0 24.2 1.10 0.502 0.354 0.890 0.567 0.596
ACCESS-CM2_CMIP6 [-] 53.7 53.7 57.9 -4.23 13.8 1.30 0.703 0.544 0.856 0.732 0.655
ACCESS-ESM1-5_BARPA [-] 64.0 63.4 57.9 5.49 15.8 1.26 0.616 0.508 0.838 0.693 0.674
ACCESS-ESM1-5_CCAM [-] 55.8 54.9 57.9 -2.94 17.5 1.05 0.685 0.445 0.896 0.729 0.666
ACCESS-ESM1-5_CMIP6 [-] 57.1 57.1 59.7 -2.61 15.9 0.538 0.739 0.473 0.952 0.687 0.676
CESM2_BARPA [-] 66.0 65.5 57.9 7.68 16.8 1.59 0.549 0.518 0.803 0.636 0.651
CESM2_CCAM [-] 70.5 70.1 57.9 12.2 24.9 1.33 0.488 0.329 0.851 0.678 0.553
CESM2_CMIP6 [-] 52.9 52.9 58.2 -5.38 14.8 2.05 0.711 0.545 0.702 0.694 0.657
CMCC-ESM2_BARPA [-] 71.4 70.8 57.9 12.9 21.9 1.68 0.438 0.454 0.755 0.530 0.578
CMCC-ESM2_CCAM [-] 61.2 60.7 57.9 2.79 17.7 1.18 0.528 0.550 0.865 0.488 0.645
CMCC-ESM2_CMIP6 [-] 47.4 47.4 58.2 -10.8 13.2 0.878 0.578 0.690 0.909 0.900 0.749
CNRM-ESM2-1_CCAM [-] 62.9 62.1 57.9 4.26 16.7 0.615 0.627 0.477 0.943 0.689 0.669
CNRM-ESM2-1_CMIP6 [-] 55.0 55.0 59.0 -3.96 12.6 0.952 0.746 0.560 0.922 0.803 0.724
EC-Earth3_BARPA [-] 74.1 73.6 57.9 15.7 24.2 1.30 0.405 0.420 0.853 0.598 0.566
EC-Earth3_CCAM [-] 67.6 66.9 57.9 9.06 21.3 0.823 0.480 0.437 0.911 0.541 0.588
EC-Earth3_CMIP6 [-] 66.0 66.0 58.2 7.73 16.0 0.725 0.621 0.506 0.951 0.855 0.689
ERA5_BARPA [-] 64.4 63.7 57.9 5.83 15.9 2.04 0.596 0.513 0.691 0.677 0.633
ERA5_CCAM [-] 59.5 58.8 57.9 0.919 15.0 1.32 0.674 0.517 0.833 0.690 0.670
MPI-ESM1-2-HR_BARPA [-] 82.5 81.7 57.9 23.8 30.7 1.34 0.296 0.366 0.855 0.652 0.547
MPI-ESM1-2-HR_CMIP6 [-] 96.2 96.2 57.8 38.4 47.6 1.43 0.143 0.225 0.847 0.601 0.450
NorESM2-MM_BARPA [-] 60.4 60.1 57.9 2.19 16.6 1.98 0.676 0.464 0.720 0.702 0.647
NorESM2-MM_CCAM [-] 57.1 56.4 57.9 -1.44 13.4 1.27 0.834 0.507 0.867 0.992 0.770
NorESM2-MM_CMIP6 [-] 52.1 52.1 58.2 -6.10 13.8 2.08 0.715 0.547 0.725 0.844 0.683
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 [-] 66.9
ACCESS-CM2_BARPA [-] 74.1 72.5 66.9 31.5 5.60 15.3 0.520 0.603 0.551 0.964 0.519 0.683
ACCESS-CM2_CCAM [-] 78.8 77.2 66.9 29.3 10.4 25.6 0.601 0.465 0.333 0.959 0.304 0.543
ACCESS-CM2_CMIP6 [-] 63.9 63.9 66.9 -3.02 16.2 0.657 0.680 0.489 0.954 0.392 0.628
ACCESS-ESM1-5_BARPA [-] 73.8 72.1 66.9 31.0 5.21 12.6 0.505 0.645 0.632 0.965 0.616 0.731
ACCESS-ESM1-5_CCAM [-] 69.9 68.5 66.9 26.5 1.60 24.0 0.440 0.639 0.289 0.969 0.583 0.613
ACCESS-ESM1-5_CMIP6 [-] 64.7 64.7 66.7 -1.96 16.4 0.774 0.748 0.437 0.944 0.479 0.636
CESM2_BARPA [-] 80.8 79.0 66.9 32.6 12.1 16.5 0.475 0.487 0.605 0.966 0.600 0.680
CESM2_CCAM [-] 85.4 83.7 66.9 25.7 16.8 30.8 0.882 0.368 0.292 0.929 0.322 0.483
CESM2_CMIP6 [-] 69.4 69.4 66.9 2.58 15.4 0.782 0.677 0.470 0.944 0.540 0.648
CMCC-ESM2_BARPA [-] 83.0 81.1 66.9 33.0 14.3 19.1 0.472 0.438 0.564 0.961 0.487 0.634
CMCC-ESM2_CCAM [-] 71.7 70.3 66.9 27.1 3.44 20.6 0.389 0.562 0.421 0.975 0.354 0.608
CMCC-ESM2_CMIP6 [-] 52.9 52.9 66.9 -13.9 18.4 0.374 0.487 0.563 0.976 0.345 0.602
CNRM-ESM2-1_CCAM [-] 74.3 72.9 66.9 31.2 6.00 20.7 0.288 0.543 0.402 0.981 0.418 0.607
CNRM-ESM2-1_CMIP6 [-] 76.0 76.0 67.1 8.88 18.0 0.414 0.500 0.508 0.971 0.402 0.611
EC-Earth3_BARPA [-] 75.6 73.8 66.9 28.2 6.98 14.6 0.484 0.589 0.617 0.967 0.491 0.689
EC-Earth3_CCAM [-] 68.1 66.8 66.9 25.2 -0.0592 24.4 0.276 0.527 0.329 0.982 0.333 0.557
EC-Earth3_CMIP6 [-] 61.6 61.6 66.8 -5.17 23.0 0.571 0.605 0.319 0.955 0.438 0.587
ERA5_BARPA [-] 72.5 70.8 66.9 29.2 3.94 10.7 0.294 0.663 0.696 0.975 0.608 0.756
ERA5_CCAM [-] 70.5 69.1 66.9 27.2 2.24 18.2 0.272 0.597 0.456 0.982 0.482 0.641
MPI-ESM1-2-HR_BARPA [-] 80.8 79.1 66.9 32.2 12.2 18.7 0.499 0.483 0.539 0.965 0.449 0.633
MPI-ESM1-2-HR_CMIP6 [-] 95.2 95.2 66.8 28.3 38.9 1.27 0.190 0.250 0.879 0.225 0.380
NorESM2-MM_BARPA [-] 70.9 69.4 66.9 29.3 2.50 11.7 0.624 0.665 0.632 0.945 0.609 0.734
NorESM2-MM_CCAM [-] 63.1 61.8 66.9 25.1 -5.06 18.8 0.255 0.624 0.409 0.983 0.690 0.662
NorESM2-MM_CMIP6 [-] 64.3 64.3 66.9 -2.54 12.1 0.468 0.734 0.571 0.961 0.543 0.703
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 [-] 50.2
ACCESS-CM2_BARPA [-] 51.4 51.4 50.2 1.17 15.9 0.325 0.842 0.593 0.977 0.997 0.823
ACCESS-CM2_CCAM [-] 60.2 60.2 50.2 9.93 24.7 0.598 0.656 0.477 0.948 0.761 0.685
ACCESS-CM2_CMIP6 [-] 47.0 47.0 50.1 -3.15 14.8 0.621 0.817 0.631 0.959 0.960 0.818
ACCESS-ESM1-5_BARPA [-] 55.0 55.0 50.2 4.76 16.5 0.612 0.795 0.597 0.960 0.991 0.809
ACCESS-ESM1-5_CCAM [-] 66.1 66.1 50.2 15.9 27.7 0.818 0.550 0.481 0.942 0.722 0.652
ACCESS-ESM1-5_CMIP6 [-] 53.8 53.8 49.9 3.94 15.7 1.14 0.817 0.600 0.900 0.937 0.790
CESM2_BARPA [-] 54.4 54.4 50.2 4.18 15.6 0.265 0.813 0.605 0.979 0.992 0.820
CESM2_CCAM [-] 74.9 75.0 50.2 24.7 36.6 0.635 0.403 0.388 0.959 0.793 0.608
CESM2_CMIP6 [-] 51.0 51.0 49.6 1.35 11.6 0.161 0.816 0.702 0.986 0.888 0.832
CMCC-ESM2_BARPA [-] 56.2 56.2 50.2 5.97 18.8 0.207 0.788 0.539 0.984 0.995 0.795
CMCC-ESM2_CCAM [-] 55.5 55.6 50.2 5.33 20.4 0.394 0.688 0.569 0.973 0.737 0.723
CMCC-ESM2_CMIP6 [-] 46.9 46.9 49.6 -2.73 11.3 0.190 0.797 0.734 0.987 0.879 0.837
CNRM-ESM2-1_CCAM [-] 63.9 63.9 50.2 13.7 25.0 0.858 0.594 0.499 0.943 0.868 0.701
CNRM-ESM2-1_CMIP6 [-] 57.6 57.6 49.8 7.87 15.6 0.637 0.727 0.629 0.958 0.946 0.794
EC-Earth3_BARPA [-] 60.8 60.8 50.2 10.6 19.5 0.429 0.684 0.572 0.971 0.990 0.779
EC-Earth3_CCAM [-] 66.3 66.5 50.2 16.2 25.8 0.772 0.541 0.517 0.945 0.826 0.686
EC-Earth3_CMIP6 [-] 60.7 60.7 49.9 10.9 19.2 0.883 0.685 0.578 0.943 0.986 0.773
ERA5_BARPA [-] 52.0 52.0 50.2 1.78 14.6 0.228 0.842 0.618 0.982 0.996 0.833
ERA5_CCAM [-] 61.8 62.0 50.2 11.7 23.6 0.239 0.617 0.524 0.981 0.774 0.702
MPI-ESM1-2-HR_BARPA [-] 58.7 58.7 50.2 8.49 20.3 0.533 0.720 0.531 0.964 0.985 0.770
MPI-ESM1-2-HR_CMIP6 [-] 68.2 68.2 50.1 18.1 31.9 0.772 0.503 0.394 0.942 0.910 0.655
NorESM2-MM_BARPA [-] 50.6 50.6 50.2 0.363 17.1 0.260 0.852 0.560 0.980 0.992 0.814
NorESM2-MM_CCAM [-] 58.7 58.8 50.2 8.53 23.2 0.319 0.692 0.500 0.978 0.842 0.725
NorESM2-MM_CMIP6 [-] 50.0 50.0 49.6 0.330 12.1 0.164 0.859 0.671 0.987 0.964 0.848
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 [-] 66.7
ACCESS-CM2_BARPA [-] 67.3 67.2 66.7 51.1 0.532 9.35 0.565 0.791 0.699 0.959 0.942 0.840
ACCESS-CM2_CCAM [-] 84.2 84.1 66.7 56.0 17.4 25.6 0.557 0.445 0.415 0.960 0.754 0.633
ACCESS-CM2_CMIP6 [-] 58.3 58.3 66.6 -8.33 11.8 0.526 0.650 0.740 0.964 0.803 0.789
ACCESS-ESM1-5_BARPA [-] 69.0 68.9 66.7 52.3 2.22 9.48 0.625 0.777 0.706 0.946 0.934 0.835
ACCESS-ESM1-5_CCAM [-] 85.5 85.3 66.7 59.5 18.6 26.2 0.667 0.437 0.428 0.954 0.523 0.595
ACCESS-ESM1-5_CMIP6 [-] 61.4 61.4 66.6 -5.26 11.3 0.566 0.733 0.675 0.962 0.728 0.771
CESM2_BARPA [-] 72.7 72.6 66.7 54.7 5.89 11.5 0.549 0.734 0.664 0.938 0.887 0.798
CESM2_CCAM [-] 95.6 95.5 66.7 59.8 28.8 36.7 0.953 0.250 0.332 0.921 0.778 0.557
CESM2_CMIP6 [-] 73.1 73.1 66.7 6.43 13.3 0.746 0.709 0.607 0.930 0.702 0.728
CMCC-ESM2_BARPA [-] 72.7 72.6 66.7 54.5 5.92 13.7 0.960 0.742 0.585 0.889 0.902 0.769
CMCC-ESM2_CCAM [-] 76.1 76.0 66.7 53.8 9.28 17.6 0.520 0.645 0.520 0.957 0.833 0.724
CMCC-ESM2_CMIP6 [-] 57.7 57.7 66.7 -9.02 15.6 0.780 0.597 0.605 0.940 0.703 0.735
CNRM-ESM2-1_CCAM [-] 80.9 80.8 66.7 51.9 14.1 20.5 0.484 0.510 0.505 0.964 0.922 0.710
CNRM-ESM2-1_CMIP6 [-] 70.7 70.7 66.6 4.09 12.1 0.701 0.750 0.621 0.944 0.903 0.791
EC-Earth3_BARPA [-] 73.5 73.4 66.7 51.6 6.66 11.0 0.629 0.727 0.692 0.936 0.952 0.817
EC-Earth3_CCAM [-] 87.1 86.9 66.7 54.4 20.2 25.6 0.582 0.382 0.484 0.959 0.715 0.632
EC-Earth3_CMIP6 [-] 74.0 74.0 66.7 7.75 7.40 14.1 0.545 0.690 0.592 0.960 0.804 0.751
ERA5_BARPA [-] 68.6 68.5 66.7 51.3 1.77 9.45 0.691 0.805 0.692 0.933 0.966 0.840
ERA5_CCAM [-] 86.1 85.9 66.7 58.1 19.2 24.9 0.429 0.407 0.495 0.963 0.679 0.632
MPI-ESM1-2-HR_BARPA [-] 74.7 74.6 66.7 53.9 7.90 12.1 0.625 0.691 0.673 0.954 0.924 0.802
MPI-ESM1-2-HR_CMIP6 [-] 85.7 85.7 66.7 19.1 25.6 0.931 0.393 0.449 0.926 0.731 0.615
NorESM2-MM_BARPA [-] 65.9 65.9 66.7 50.4 -0.824 12.0 0.914 0.790 0.601 0.893 0.975 0.803
NorESM2-MM_CCAM [-] 74.4 74.2 66.7 47.1 7.54 18.8 0.713 0.698 0.461 0.947 0.780 0.710
NorESM2-MM_CMIP6 [-] 70.0 70.0 66.7 3.31 13.1 0.881 0.800 0.573 0.921 0.806 0.758
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 [-] 39.6
ACCESS-CM2_BARPA [-] 33.2 33.5 39.6 -6.14 15.2 0.198 0.745 0.713 0.985 0.722 0.768
ACCESS-CM2_CCAM [-] 40.4 39.8 39.6 0.184 21.1 0.391 0.743 0.557 0.973 0.571 0.732
ACCESS-CM2_CMIP6 [-] 26.6 26.6 38.8 -12.2 16.7 0.458 0.654 0.671 0.967 0.702 0.704
ACCESS-ESM1-5_BARPA [-] 37.6 37.4 39.6 -2.24 16.8 0.345 0.742 0.656 0.975 0.591 0.739
ACCESS-ESM1-5_CCAM [-] 43.5 43.2 39.6 3.55 22.5 0.395 0.704 0.554 0.970 0.461 0.696
ACCESS-ESM1-5_CMIP6 [-] 37.2 37.2 41.4 -4.18 17.7 0.782 0.688 0.619 0.947 0.643 0.661
CESM2_BARPA [-] 35.4 35.6 39.6 -4.02 13.8 0.181 0.767 0.722 0.987 0.775 0.785
CESM2_CCAM [-] 46.2 46.0 39.6 6.42 24.7 0.250 0.633 0.516 0.983 0.375 0.673
CESM2_CMIP6 [-] 30.7 30.7 40.9 -10.3 16.3 0.511 0.659 0.707 0.954 0.626 0.750
CMCC-ESM2_BARPA [-] 35.5 36.1 39.6 -3.46 14.2 0.183 0.750 0.721 0.987 0.761 0.789
CMCC-ESM2_CCAM [-] 32.4 32.9 39.6 -6.67 18.7 0.497 0.628 0.694 0.965 0.652 0.747
CMCC-ESM2_CMIP6 [-] 32.0 32.0 40.9 -8.97 18.3 1.07 0.690 0.610 0.840 0.899 0.664
CNRM-ESM2-1_CCAM [-] 40.5 40.6 39.6 1.02 19.6 0.713 0.722 0.601 0.945 0.498 0.713
CNRM-ESM2-1_CMIP6 [-] 35.2 35.2 39.5 -4.31 10.7 0.470 0.859 0.720 0.948 0.937 0.850
EC-Earth3_BARPA [-] 39.2 39.2 39.6 -0.412 16.8 0.424 0.718 0.655 0.970 0.569 0.726
EC-Earth3_CCAM [-] 37.6 37.8 39.6 -1.80 21.0 0.538 0.669 0.590 0.960 0.468 0.713
EC-Earth3_CMIP6 [-] 40.7 40.7 39.5 1.21 21.5 0.928 0.716 0.533 0.930 0.411 0.653
ERA5_BARPA [-] 33.7 34.1 39.6 -5.51 13.0 0.154 0.758 0.758 0.989 0.825 0.794
ERA5_CCAM [-] 37.4 37.2 39.6 -2.36 18.1 0.309 0.675 0.656 0.978 0.600 0.737
MPI-ESM1-2-HR_BARPA [-] 37.2 37.6 39.6 -1.97 16.6 0.140 0.760 0.639 0.990 0.554 0.738
MPI-ESM1-2-HR_CMIP6 [-] 47.6 47.6 39.2 8.47 36.7 0.570 0.504 0.358 0.941 0.201 0.557
NorESM2-MM_BARPA [-] 32.9 33.5 39.6 -6.11 14.0 0.260 0.749 0.738 0.983 0.838 0.792
NorESM2-MM_CCAM [-] 41.6 41.1 39.6 1.46 18.6 0.417 0.765 0.592 0.972 0.624 0.727
NorESM2-MM_CMIP6 [-] 31.0 31.0 40.9 -9.88 15.7 0.381 0.687 0.709 0.974 0.664 0.772
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 [-] 65.1 63.5 56.6 6.84 18.8 0.319 0.760 0.599 0.980 0.996 0.809
ACCESS-CM2_CCAM [-] 82.2 80.0 56.6 23.4 37.7 0.460 0.459 0.398 0.972 0.827 0.642
ACCESS-CM2_CMIP6 [-] 58.9 58.9 55.9 2.97 20.0 0.423 0.681 0.630 0.972 0.693 0.758
ACCESS-ESM1-5_BARPA [-] 71.4 69.4 56.6 12.8 21.8 0.261 0.656 0.594 0.983 0.995 0.784
ACCESS-ESM1-5_CCAM [-] 89.5 87.5 56.6 30.9 41.1 0.384 0.376 0.420 0.976 0.881 0.644
ACCESS-ESM1-5_CMIP6 [-] 66.4 66.4 56.3 10.1 19.3 0.447 0.677 0.640 0.973 0.982 0.747
CESM2_BARPA [-] 69.3 67.7 56.6 11.0 21.4 0.386 0.678 0.577 0.973 0.980 0.779
CESM2_CCAM [-] 83.5 81.8 56.6 25.2 39.9 0.404 0.437 0.382 0.972 0.729 0.604
CESM2_CMIP6 [-] 69.6 69.6 55.5 14.0 23.8 0.312 0.573 0.587 0.979 0.763 0.747
CMCC-ESM2_BARPA [-] 69.8 68.1 56.6 11.5 22.2 0.411 0.674 0.563 0.971 0.990 0.774
CMCC-ESM2_CCAM [-] 75.3 73.6 56.6 17.0 29.3 0.320 0.572 0.478 0.980 0.905 0.720
CMCC-ESM2_CMIP6 [-] 60.2 60.2 55.5 4.69 17.6 0.376 0.681 0.661 0.975 0.731 0.752
CNRM-ESM2-1_CCAM [-] 76.1 74.5 56.6 17.8 29.7 0.278 0.551 0.477 0.983 0.955 0.719
CNRM-ESM2-1_CMIP6 [-] 65.3 65.3 58.4 6.94 17.7 0.368 0.755 0.614 0.977 0.936 0.808
EC-Earth3_BARPA [-] 70.0 67.9 56.6 11.2 22.0 0.313 0.677 0.573 0.981 0.988 0.774
EC-Earth3_CCAM [-] 79.9 77.9 56.6 21.2 34.5 0.402 0.485 0.440 0.975 0.799 0.655
EC-Earth3_CMIP6 [-] 68.0 68.0 56.6 11.4 26.1 0.631 0.631 0.533 0.948 0.698 0.663
ERA5_BARPA [-] 64.5 62.9 56.6 6.32 18.1 0.249 0.770 0.605 0.984 0.996 0.813
ERA5_CCAM [-] 83.0 81.3 56.6 24.7 36.5 0.273 0.451 0.428 0.983 0.879 0.670
MPI-ESM1-2-HR_BARPA [-] 70.6 68.8 56.6 12.2 22.5 0.454 0.657 0.568 0.972 0.980 0.770
MPI-ESM1-2-HR_CMIP6 [-] 83.8 83.8 56.7 27.1 38.8 0.441 0.415 0.411 0.973 0.970 0.634
NorESM2-MM_BARPA [-] 62.2 60.9 56.6 4.27 19.1 0.344 0.800 0.573 0.978 0.992 0.808
NorESM2-MM_CCAM [-] 81.3 79.1 56.6 22.5 36.8 0.330 0.483 0.402 0.980 0.908 0.684
NorESM2-MM_CMIP6 [-] 63.8 63.8 55.5 8.27 20.1 0.375 0.681 0.606 0.975 0.696 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 [-] 63.7
ACCESS-CM2_BARPA [-] 78.2 73.4 63.7 9.71 22.1 1.01 0.595 0.472 0.926 0.682 0.647
ACCESS-CM2_CCAM [-] 77.1 72.9 63.7 9.25 29.7 1.17 0.554 0.346 0.911 0.498 0.551
ACCESS-CM2_CMIP6 [-] 43.6 43.6 66.1 -22.5 32.4 1.02 0.474 0.475 0.933 0.116 0.496
ACCESS-ESM1-5_BARPA [-] 74.1 69.6 63.7 5.87 18.6 1.02 0.664 0.528 0.933 0.742 0.696
ACCESS-ESM1-5_CCAM [-] 64.3 60.8 63.7 -2.90 25.1 0.864 0.696 0.387 0.943 0.664 0.641
ACCESS-ESM1-5_CMIP6 [-] 47.0 47.0 64.0 -17.0 23.2 1.02 0.527 0.567 0.933 0.282 0.576
CESM2_BARPA [-] 82.7 77.1 63.7 13.4 19.7 0.624 0.535 0.614 0.959 0.709 0.694
CESM2_CCAM [-] 62.5 59.6 63.7 -4.10 24.3 0.558 0.718 0.409 0.959 0.615 0.646
CESM2_CMIP6 [-] 60.8 60.8 64.5 -3.67 21.6 1.24 0.686 0.468 0.895 0.228 0.558
CMCC-ESM2_BARPA [-] 85.7 79.6 63.7 15.9 21.3 0.470 0.489 0.640 0.963 0.649 0.680
CMCC-ESM2_CCAM [-] 63.9 60.7 63.7 -2.95 20.3 0.364 0.735 0.486 0.978 0.712 0.701
CMCC-ESM2_CMIP6 [-] 54.5 54.5 64.5 -10.0 14.4 0.109 0.717 0.708 0.993 0.246 0.671
CNRM-ESM2-1_CCAM [-] 73.6 70.1 63.7 6.39 22.5 0.603 0.606 0.459 0.962 0.566 0.627
CNRM-ESM2-1_CMIP6 [-] 66.6 66.6 65.6 0.986 17.9 0.509 0.663 0.536 0.968 0.234 0.593
EC-Earth3_BARPA [-] 72.1 67.1 63.7 3.42 19.4 0.689 0.679 0.519 0.955 0.755 0.704
EC-Earth3_CCAM [-] 57.8 55.2 63.7 -8.51 23.8 0.625 0.668 0.433 0.961 0.795 0.683
EC-Earth3_CMIP6 [-] 62.0 62.0 63.9 -1.81 29.6 0.691 0.741 0.283 0.955 0.974 0.688
ERA5_BARPA [-] 69.8 65.0 63.7 1.36 11.7 0.213 0.714 0.746 0.987 0.759 0.795
ERA5_CCAM [-] 59.6 56.8 63.7 -6.91 17.7 0.149 0.728 0.560 0.992 0.795 0.746
MPI-ESM1-2-HR_BARPA [-] 80.8 76.0 63.7 12.4 23.6 1.03 0.552 0.470 0.920 0.642 0.626
MPI-ESM1-2-HR_CMIP6 [-] 102. 102. 64.3 38.0 58.4 1.36 0.122 0.304 0.858 0.120 0.346
NorESM2-MM_BARPA [-] 67.0 62.8 63.7 -0.932 11.8 0.361 0.725 0.730 0.968 0.810 0.800
NorESM2-MM_CCAM [-] 50.9 48.3 63.7 -15.3 21.0 0.148 0.531 0.587 0.992 0.930 0.741
NorESM2-MM_CMIP6 [-] 49.4 49.4 64.5 -15.1 20.9 0.447 0.573 0.565 0.961 0.279 0.591
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 [-] 55.0
ACCESS-CM2_BARPA [-] 19.0 53.0 55.0 11.8 33.4 -2.01 13.1 0.821 0.662 0.627 0.926 0.877 0.744
ACCESS-CM2_CCAM [-] 20.9 62.1 55.0 11.9 33.4 7.05 21.7 1.07 0.468 0.438 0.900 0.711 0.591
ACCESS-CM2_CMIP6 [-] 17.2 35.6 50.9 10.7 -15.2 20.4 1.54 0.479 0.601 0.816 0.833 0.666
ACCESS-ESM1-5_BARPA [-] 18.2 55.1 55.0 10.4 33.4 0.0931 12.9 0.921 0.660 0.634 0.907 0.892 0.745
ACCESS-ESM1-5_CCAM [-] 21.0 61.8 55.0 12.1 33.4 6.77 21.6 0.891 0.491 0.443 0.924 0.718 0.604
ACCESS-ESM1-5_CMIP6 [-] 17.5 35.2 50.5 10.7 -15.3 21.4 1.67 0.492 0.560 0.796 0.769 0.636
CESM2_BARPA [-] 21.5 57.3 55.0 13.9 33.4 2.30 14.2 0.836 0.614 0.606 0.911 0.833 0.714
CESM2_CCAM [-] 26.1 73.5 55.0 15.7 33.4 18.4 31.3 1.30 0.311 0.360 0.872 0.682 0.517
CESM2_CMIP6 [-] 22.3 44.7 51.3 15.0 -6.64 18.1 1.65 0.546 0.541 0.789 0.760 0.635
CMCC-ESM2_BARPA [-] 20.9 58.2 55.0 13.1 33.4 3.21 15.6 0.995 0.606 0.560 0.880 0.827 0.687
CMCC-ESM2_CCAM [-] 21.1 57.5 55.0 13.2 33.4 2.49 16.7 0.937 0.591 0.524 0.911 0.832 0.677
CMCC-ESM2_CMIP6 [-] 18.7 36.1 51.3 13.0 -15.2 20.3 1.53 0.438 0.572 0.810 0.887 0.656
CNRM-ESM2-1_CCAM [-] 20.3 60.6 55.0 11.4 33.4 5.62 18.1 0.839 0.527 0.494 0.926 0.798 0.648
CNRM-ESM2-1_CMIP6 [-] 24.3 43.7 50.7 17.4 -7.01 18.1 1.61 0.527 0.541 0.802 0.781 0.638
EC-Earth3_BARPA [-] 19.5 58.2 55.0 11.3 33.4 3.21 14.5 0.792 0.611 0.610 0.918 0.852 0.720
EC-Earth3_CCAM [-] 20.4 62.4 55.0 11.2 33.4 7.42 21.4 0.961 0.438 0.471 0.913 0.709 0.600
EC-Earth3_CMIP6 [-] 20.9 46.4 52.4 13.5 -5.96 21.6 1.55 0.507 0.485 0.812 0.702 0.598
ERA5_BARPA [-] 19.1 53.7 55.0 11.8 33.4 -1.27 11.8 0.786 0.684 0.663 0.914 0.894 0.764
ERA5_CCAM [-] 20.9 62.9 55.0 11.7 33.4 7.91 19.1 0.813 0.492 0.519 0.920 0.764 0.643
MPI-ESM1-2-HR_BARPA [-] 20.4 59.7 55.0 12.1 33.4 4.72 15.9 0.870 0.570 0.585 0.924 0.813 0.695
MPI-ESM1-2-HR_CMIP6 [-] 29.6 57.3 51.8 21.1 5.43 29.4 2.00 0.305 0.367 0.749 0.542 0.466
NorESM2-MM_BARPA [-] 21.0 51.3 55.0 14.5 33.4 -3.73 13.8 1.09 0.674 0.586 0.870 0.897 0.723
NorESM2-MM_CCAM [-] 18.4 55.3 55.0 10.4 33.4 0.295 17.9 1.15 0.616 0.474 0.889 0.848 0.660
NorESM2-MM_CMIP6 [-] 22.8 44.6 51.3 15.6 -6.73 17.0 1.61 0.596 0.542 0.803 0.841 0.665
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 [-] 38.6
ACCESS-CM2_BARPA [-] 12.5 29.7 38.7 8.83 33.4 -8.95 15.0 1.42 0.372 0.534 0.813 0.868 0.624
ACCESS-CM2_CCAM [-] 12.8 30.0 38.7 9.17 33.4 -8.72 13.6 2.20 0.446 0.519 0.691 0.959 0.627
ACCESS-CM2_CMIP6 [-] 11.4 18.9 39.6 6.78 -20.7 23.4 2.26 0.228 0.531 0.676 0.866 0.566
ACCESS-ESM1-5_BARPA [-] 11.9 33.1 38.7 7.32 33.4 -5.63 14.6 1.51 0.394 0.502 0.795 0.862 0.611
ACCESS-ESM1-5_CCAM [-] 11.9 30.5 38.7 7.92 33.4 -8.22 13.3 1.52 0.445 0.507 0.806 0.981 0.649
ACCESS-ESM1-5_CMIP6 [-] 10.6 16.3 38.9 6.85 -22.5 24.4 2.33 0.182 0.523 0.647 0.876 0.550
CESM2_BARPA [-] 14.9 32.9 38.7 11.1 33.4 -5.75 15.0 1.36 0.369 0.498 0.826 0.777 0.593
CESM2_CCAM [-] 17.0 46.4 38.7 10.7 33.4 7.74 25.9 2.30 0.303 0.410 0.675 0.539 0.467
CESM2_CMIP6 [-] 16.4 24.4 39.5 12.4 -15.1 18.7 2.28 0.312 0.490 0.644 0.926 0.572
CMCC-ESM2_BARPA [-] 13.9 34.0 38.7 9.56 33.4 -4.71 14.5 1.29 0.375 0.519 0.824 0.763 0.600
CMCC-ESM2_CCAM [-] 13.1 31.2 38.7 9.22 33.4 -7.47 12.2 1.83 0.464 0.548 0.756 0.978 0.659
CMCC-ESM2_CMIP6 [-] 13.9 19.9 39.5 10.8 -19.6 21.1 1.95 0.196 0.550 0.696 0.942 0.587
CNRM-ESM2-1_CCAM [-] 11.5 31.5 38.7 7.24 33.4 -7.18 12.2 1.65 0.484 0.490 0.785 0.968 0.643
CNRM-ESM2-1_CMIP6 [-] 18.7 25.4 39.8 14.9 -14.4 18.6 2.28 0.270 0.490 0.644 0.879 0.554
EC-Earth3_BARPA [-] 13.3 33.6 38.7 8.88 33.4 -5.08 15.1 1.13 0.409 0.468 0.851 0.873 0.614
EC-Earth3_CCAM [-] 12.3 29.7 38.7 8.58 33.4 -8.99 13.9 1.86 0.409 0.485 0.748 0.972 0.620
EC-Earth3_CMIP6 [-] 15.8 21.9 38.8 13.4 -16.9 24.4 2.30 0.195 0.393 0.625 0.789 0.479
ERA5_BARPA [-] 11.6 30.6 38.7 7.50 33.4 -8.07 12.2 1.08 0.403 0.643 0.854 0.921 0.693
ERA5_CCAM [-] 13.0 33.7 38.7 8.58 33.4 -5.00 10.5 1.60 0.497 0.595 0.786 0.973 0.689
MPI-ESM1-2-HR_BARPA [-] 13.5 34.2 38.7 9.06 33.4 -4.52 15.8 1.39 0.382 0.463 0.826 0.799 0.586
MPI-ESM1-2-HR_CMIP6 [-] 23.9 32.0 39.5 20.2 -7.50 26.1 2.67 0.190 0.325 0.573 0.453 0.373
NorESM2-MM_BARPA [-] 14.3 27.7 38.7 11.4 33.4 -11.0 14.5 1.59 0.364 0.565 0.779 0.921 0.639
NorESM2-MM_CCAM [-] 9.83 27.9 38.7 6.00 33.4 -10.8 14.1 2.35 0.363 0.509 0.666 0.970 0.603
NorESM2-MM_CMIP6 [-] 18.4 28.1 39.5 13.6 -11.4 16.9 2.15 0.331 0.508 0.681 0.929 0.591
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 [-] 60.8
ACCESS-CM2_BARPA [-] 61.0 61.4 60.8 61.1 0.593 12.1 1.06 0.829 0.580 0.891 0.985 0.773
ACCESS-CM2_CCAM [-] 63.2 64.1 60.8 65.8 3.29 15.9 0.622 0.757 0.492 0.947 0.796 0.697
ACCESS-CM2_CMIP6 [-] 50.3 50.3 59.9 -9.65 11.7 0.252 0.626 0.733 0.984 0.919 0.799
ACCESS-ESM1-5_BARPA [-] 62.2 62.5 60.8 62.7 1.75 11.6 2.03 0.813 0.599 0.690 0.996 0.739
ACCESS-ESM1-5_CCAM [-] 55.1 55.6 60.8 61.1 -5.18 13.3 0.631 0.737 0.595 0.949 0.934 0.762
ACCESS-ESM1-5_CMIP6 [-] 52.7 52.7 60.1 -7.40 11.8 0.856 0.684 0.655 0.937 0.851 0.756
CESM2_BARPA [-] 64.5 64.8 60.8 63.8 4.04 13.1 1.72 0.786 0.561 0.770 0.984 0.733
CESM2_CCAM [-] 79.8 80.2 60.8 81.5 19.4 28.5 0.838 0.395 0.362 0.934 0.998 0.610
CESM2_CMIP6 [-] 53.5 53.5 60.0 -6.54 10.6 1.66 0.726 0.690 0.789 0.919 0.763
CMCC-ESM2_BARPA [-] 68.0 68.5 60.8 66.2 7.69 16.9 2.25 0.697 0.490 0.632 0.956 0.653
CMCC-ESM2_CCAM [-] 54.3 55.1 60.8 55.0 -5.71 11.5 1.41 0.755 0.666 0.828 0.770 0.737
CMCC-ESM2_CMIP6 [-] 45.8 45.8 60.0 -14.2 16.1 1.69 0.499 0.697 0.779 0.983 0.731
CNRM-ESM2-1_CCAM [-] 64.0 64.6 60.8 67.1 3.77 13.2 0.514 0.788 0.562 0.964 0.960 0.767
CNRM-ESM2-1_CMIP6 [-] 59.5 59.5 60.5 -0.985 11.7 0.954 0.807 0.612 0.922 0.914 0.773
EC-Earth3_BARPA [-] 75.6 75.8 60.8 72.3 15.0 21.2 1.76 0.503 0.490 0.776 0.989 0.649
EC-Earth3_CCAM [-] 71.2 71.8 60.8 73.5 11.0 16.4 1.18 0.589 0.561 0.873 0.928 0.702
EC-Earth3_CMIP6 [-] 69.0 69.0 60.2 8.72 13.3 0.554 0.674 0.625 0.964 0.839 0.745
ERA5_BARPA [-] 63.6 64.0 60.8 63.1 3.21 14.1 1.69 0.806 0.525 0.775 0.982 0.723
ERA5_CCAM [-] 60.7 61.3 60.8 63.8 0.507 12.2 1.56 0.850 0.578 0.795 0.906 0.741
MPI-ESM1-2-HR_BARPA [-] 79.0 79.3 60.8 74.8 18.5 24.5 0.937 0.424 0.464 0.922 0.976 0.650
MPI-ESM1-2-HR_CMIP6 [-] 85.4 85.4 60.0 25.5 33.4 0.995 0.298 0.347 0.910 0.883 0.557
NorESM2-MM_BARPA [-] 58.8 59.2 60.8 59.0 -1.55 17.0 2.34 0.842 0.448 0.623 0.999 0.672
NorESM2-MM_CCAM [-] 55.1 55.5 60.8 56.2 -5.24 14.4 1.52 0.763 0.539 0.818 0.994 0.731
NorESM2-MM_CMIP6 [-] 54.2 54.2 60.0 -5.76 12.2 1.66 0.750 0.616 0.789 0.907 0.735
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 [-] 62.7
ACCESS-CM2_BARPA [-] 74.2 73.1 62.7 10.4 19.2 1.01 0.562 0.426 0.892 0.760 0.613
ACCESS-CM2_CCAM [-] 81.7 80.1 62.7 17.4 28.2 0.876 0.411 0.310 0.928 0.614 0.515
ACCESS-CM2_CMIP6 [-] 60.2 60.2 61.5 -1.34 13.8 1.12 0.751 0.495 0.893 0.781 0.683
ACCESS-ESM1-5_BARPA [-] 73.6 72.6 62.7 9.85 18.2 1.46 0.573 0.450 0.807 0.717 0.600
ACCESS-ESM1-5_CCAM [-] 64.5 63.3 62.7 0.565 18.3 0.613 0.718 0.404 0.957 0.675 0.631
ACCESS-ESM1-5_CMIP6 [-] 65.3 65.3 64.2 1.08 16.6 0.341 0.796 0.418 0.977 0.640 0.650
CESM2_BARPA [-] 77.0 75.9 62.7 13.2 20.1 1.76 0.485 0.442 0.779 0.752 0.580
CESM2_CCAM [-] 79.1 78.3 62.7 15.6 27.3 1.34 0.432 0.301 0.853 0.626 0.502
CESM2_CMIP6 [-] 62.1 62.1 63.3 -1.21 14.2 2.34 0.794 0.487 0.659 0.658 0.617
CMCC-ESM2_BARPA [-] 84.0 82.8 62.7 20.1 27.0 1.87 0.339 0.377 0.717 0.656 0.493
CMCC-ESM2_CCAM [-] 74.5 73.7 62.7 11.0 17.9 1.08 0.546 0.512 0.873 0.603 0.609
CMCC-ESM2_CMIP6 [-] 54.2 54.2 63.3 -9.03 10.9 0.356 0.619 0.724 0.977 0.849 0.778
CNRM-ESM2-1_CCAM [-] 72.5 71.3 62.7 8.63 17.8 0.300 0.600 0.452 0.981 0.726 0.642
CNRM-ESM2-1_CMIP6 [-] 62.2 62.2 63.9 -1.68 13.0 0.830 0.791 0.516 0.945 0.535 0.660
EC-Earth3_BARPA [-] 85.3 84.0 62.7 21.3 27.5 1.34 0.310 0.398 0.850 0.699 0.531
EC-Earth3_CCAM [-] 79.7 78.5 62.7 15.8 23.3 0.413 0.416 0.422 0.966 0.635 0.572
EC-Earth3_CMIP6 [-] 73.2 73.2 63.4 9.81 16.6 0.677 0.592 0.497 0.954 0.917 0.691
ERA5_BARPA [-] 74.3 73.1 62.7 10.4 18.3 2.26 0.549 0.458 0.651 0.704 0.564
ERA5_CCAM [-] 69.0 68.0 62.7 5.24 15.2 0.925 0.680 0.501 0.883 0.689 0.651
MPI-ESM1-2-HR_BARPA [-] 93.3 91.8 62.7 29.1 35.0 1.39 0.208 0.348 0.852 0.772 0.505
MPI-ESM1-2-HR_CMIP6 [-] 108. 108. 62.9 45.0 53.2 1.46 0.0845 0.208 0.855 0.918 0.455
NorESM2-MM_BARPA [-] 70.0 69.2 62.7 6.49 18.8 2.17 0.669 0.391 0.691 0.739 0.576
NorESM2-MM_CCAM [-] 62.5 61.7 62.7 -0.976 13.5 0.986 0.847 0.495 0.909 0.997 0.748
NorESM2-MM_CMIP6 [-] 59.6 59.6 63.3 -3.70 14.1 2.03 0.769 0.490 0.737 0.813 0.660
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 [-] 47.6
ACCESS-CM2_BARPA [-] 43.1 43.4 47.6 -4.25 11.1 1.00 0.749 0.649 0.904 0.803 0.751
ACCESS-CM2_CCAM [-] 45.7 45.2 47.6 -2.43 15.8 1.58 0.753 0.475 0.784 0.805 0.658
ACCESS-CM2_CMIP6 [-] 36.6 36.6 48.5 -11.9 13.7 1.80 0.542 0.708 0.729 0.232 0.584
ACCESS-ESM1-5_BARPA [-] 43.6 44.0 47.6 -3.68 10.8 0.849 0.733 0.668 0.924 0.730 0.745
ACCESS-ESM1-5_CCAM [-] 37.5 37.3 47.6 -10.3 16.0 1.98 0.592 0.558 0.728 0.832 0.654
ACCESS-ESM1-5_CMIP6 [-] 37.4 37.4 48.9 -11.5 14.2 1.01 0.559 0.649 0.872 0.553 0.656
CESM2_BARPA [-] 42.9 43.6 47.6 -4.00 9.78 1.25 0.727 0.727 0.871 0.661 0.742
CESM2_CCAM [-] 52.2 52.7 47.6 5.06 19.9 1.30 0.644 0.408 0.846 0.407 0.543
CESM2_CMIP6 [-] 34.3 34.3 48.1 -13.8 16.1 1.48 0.493 0.701 0.817 0.739 0.690
CMCC-ESM2_BARPA [-] 44.6 45.5 47.6 -2.16 11.2 1.27 0.712 0.667 0.860 0.553 0.692
CMCC-ESM2_CCAM [-] 33.2 33.3 47.6 -14.4 17.3 1.40 0.477 0.654 0.842 0.894 0.704
CMCC-ESM2_CMIP6 [-] 33.7 33.7 48.1 -14.4 17.8 1.93 0.471 0.601 0.729 0.995 0.680
CNRM-ESM2-1_CCAM [-] 42.7 42.7 47.6 -4.94 14.4 1.28 0.700 0.548 0.836 0.636 0.653
CNRM-ESM2-1_CMIP6 [-] 38.2 38.2 47.5 -9.30 11.8 1.24 0.604 0.700 0.848 0.883 0.747
EC-Earth3_BARPA [-] 50.6 51.7 47.6 4.01 17.1 1.23 0.665 0.480 0.861 0.403 0.578
EC-Earth3_CCAM [-] 42.1 42.6 47.6 -5.08 17.1 1.68 0.656 0.479 0.757 0.504 0.575
EC-Earth3_CMIP6 [-] 50.5 50.5 47.2 3.28 14.6 0.829 0.707 0.532 0.941 0.382 0.619
ERA5_BARPA [-] 43.4 43.9 47.6 -3.72 10.9 1.60 0.728 0.664 0.801 0.690 0.709
ERA5_CCAM [-] 39.4 39.5 47.6 -8.17 14.6 2.16 0.659 0.559 0.693 0.808 0.656
MPI-ESM1-2-HR_BARPA [-] 59.8 60.5 47.6 12.8 21.7 1.23 0.541 0.417 0.862 0.575 0.562
MPI-ESM1-2-HR_CMIP6 [-] 72.0 72.0 47.3 24.8 36.3 1.37 0.302 0.269 0.824 0.350 0.403
NorESM2-MM_BARPA [-] 40.1 40.8 47.6 -6.87 12.0 1.57 0.696 0.666 0.801 0.733 0.712
NorESM2-MM_CCAM [-] 45.7 45.2 47.6 -2.42 13.1 1.86 0.798 0.539 0.751 0.968 0.719
NorESM2-MM_CMIP6 [-] 37.1 37.1 48.1 -10.9 13.0 2.18 0.573 0.699 0.692 0.734 0.679
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 [-] 67.8
ACCESS-CM2_BARPA [-] 82.7 81.8 67.8 14.0 20.3 0.853 0.463 0.457 0.940 0.866 0.637
ACCESS-CM2_CCAM [-] 92.3 91.4 67.8 23.5 31.0 0.667 0.279 0.338 0.956 0.790 0.540
ACCESS-CM2_CMIP6 [-] 69.2 69.2 67.7 1.48 16.1 0.803 0.707 0.452 0.946 0.557 0.623
ACCESS-ESM1-5_BARPA [-] 80.3 79.4 67.8 11.6 16.3 0.769 0.535 0.575 0.948 0.849 0.696
ACCESS-ESM1-5_CCAM [-] 74.7 73.8 67.8 5.97 22.6 0.417 0.640 0.322 0.972 0.858 0.623
ACCESS-ESM1-5_CMIP6 [-] 66.7 66.7 67.6 -0.895 16.5 0.816 0.803 0.425 0.946 0.477 0.615
CESM2_BARPA [-] 87.0 86.1 67.8 18.3 21.9 0.744 0.361 0.532 0.943 0.860 0.646
CESM2_CCAM [-] 91.2 90.2 67.8 22.3 32.0 1.06 0.306 0.297 0.913 0.674 0.498
CESM2_CMIP6 [-] 71.1 71.1 67.8 3.32 14.4 0.704 0.701 0.491 0.949 0.668 0.660
CMCC-ESM2_BARPA [-] 90.9 89.9 67.8 22.1 25.3 0.691 0.293 0.516 0.945 0.819 0.618
CMCC-ESM2_CCAM [-] 83.5 82.6 67.8 14.8 21.5 0.246 0.451 0.487 0.984 0.811 0.644
CMCC-ESM2_CMIP6 [-] 57.4 57.4 67.8 -10.3 14.1 0.180 0.565 0.646 0.988 0.500 0.669
CNRM-ESM2-1_CCAM [-] 83.6 82.8 67.8 14.9 23.3 0.269 0.441 0.399 0.982 0.876 0.620
CNRM-ESM2-1_CMIP6 [-] 79.4 79.4 68.0 11.4 19.8 0.435 0.526 0.430 0.971 0.845 0.640
EC-Earth3_BARPA [-] 84.1 83.2 67.8 15.3 19.8 0.791 0.443 0.543 0.946 0.773 0.650
EC-Earth3_CCAM [-] 79.9 79.0 67.8 11.2 24.4 0.308 0.491 0.360 0.980 0.615 0.561
EC-Earth3_CMIP6 [-] 68.4 68.4 67.7 0.698 19.1 0.783 0.644 0.381 0.949 0.808 0.633
ERA5_BARPA [-] 79.1 78.2 67.8 10.4 14.0 0.374 0.565 0.652 0.963 0.819 0.730
ERA5_CCAM [-] 77.3 76.4 67.8 8.61 17.6 0.145 0.583 0.506 0.990 0.805 0.678
MPI-ESM1-2-HR_BARPA [-] 90.4 89.4 67.8 21.6 26.5 0.877 0.304 0.440 0.938 0.726 0.570
MPI-ESM1-2-HR_CMIP6 [-] 103. 103. 67.7 34.9 44.2 1.25 0.123 0.241 0.883 0.323 0.362
NorESM2-MM_BARPA [-] 77.9 77.1 67.8 9.29 14.5 0.829 0.595 0.587 0.912 0.900 0.716
NorESM2-MM_CCAM [-] 65.1 64.4 67.8 -3.47 18.6 0.252 0.628 0.410 0.984 0.867 0.660
NorESM2-MM_CMIP6 [-] 63.8 63.8 67.8 -3.97 10.6 0.674 0.768 0.613 0.946 0.798 0.747
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 [-] 66.2
ACCESS-CM2_BARPA [-] 68.4 66.3 66.2 31.5 0.0884 12.0 0.300 0.698 0.614 0.979 0.674 0.716
ACCESS-CM2_CCAM [-] 69.8 67.9 66.2 29.3 1.71 22.1 0.557 0.590 0.329 0.960 0.422 0.526
ACCESS-CM2_CMIP6 [-] 60.5 60.5 66.4 -5.92 16.3 0.563 0.662 0.513 0.959 0.366 0.603
ACCESS-ESM1-5_BARPA [-] 69.5 67.2 66.2 31.0 1.03 10.2 0.331 0.720 0.670 0.977 0.741 0.755
ACCESS-ESM1-5_CCAM [-] 66.8 64.9 66.2 26.5 -1.28 24.9 0.455 0.639 0.266 0.968 0.529 0.534
ACCESS-ESM1-5_CMIP6 [-] 63.5 63.5 66.1 -2.66 16.4 0.747 0.712 0.446 0.943 0.476 0.604
CESM2_BARPA [-] 76.6 74.2 66.2 32.6 8.01 12.9 0.299 0.571 0.653 0.981 0.676 0.707
CESM2_CCAM [-] 81.6 79.5 66.2 25.7 13.2 30.0 0.761 0.411 0.288 0.939 0.243 0.434
CESM2_CMIP6 [-] 68.3 68.3 66.2 2.08 16.2 0.836 0.659 0.455 0.940 0.456 0.593
CMCC-ESM2_BARPA [-] 77.8 75.3 66.2 33.0 9.12 15.0 0.328 0.535 0.596 0.972 0.555 0.651
CMCC-ESM2_CCAM [-] 63.8 62.2 66.2 27.1 -4.01 20.1 0.483 0.636 0.376 0.968 0.458 0.563
CMCC-ESM2_CMIP6 [-] 49.9 49.9 66.2 -16.4 21.4 0.507 0.432 0.505 0.967 0.292 0.540
CNRM-ESM2-1_CCAM [-] 68.0 66.4 66.2 31.2 0.134 19.0 0.300 0.613 0.404 0.980 0.448 0.570
CNRM-ESM2-1_CMIP6 [-] 73.9 73.9 66.6 7.30 16.9 0.401 0.483 0.558 0.970 0.275 0.569
EC-Earth3_BARPA [-] 69.9 67.7 66.2 28.2 1.50 11.1 0.281 0.687 0.667 0.981 0.641 0.729
EC-Earth3_CCAM [-] 60.3 58.8 66.2 25.2 -7.45 24.3 0.255 0.551 0.308 0.983 0.460 0.522
EC-Earth3_CMIP6 [-] 57.4 57.4 66.2 -8.87 25.4 0.438 0.581 0.278 0.960 0.391 0.498
ERA5_BARPA [-] 68.0 65.9 66.2 29.2 -0.281 8.57 0.242 0.729 0.726 0.984 0.747 0.782
ERA5_CCAM [-] 66.0 64.3 66.2 27.2 -1.94 18.5 0.355 0.607 0.422 0.977 0.465 0.579
MPI-ESM1-2-HR_BARPA [-] 74.4 72.3 66.2 32.2 6.04 13.5 0.251 0.603 0.606 0.983 0.647 0.689
MPI-ESM1-2-HR_CMIP6 [-] 90.2 90.2 66.3 23.9 35.4 1.28 0.236 0.255 0.876 0.207 0.366
NorESM2-MM_BARPA [-] 66.2 64.3 66.2 29.3 -1.95 9.93 0.489 0.712 0.662 0.966 0.731 0.747
NorESM2-MM_CCAM [-] 61.7 60.1 66.2 25.1 -6.10 18.9 0.258 0.621 0.408 0.983 0.594 0.603
NorESM2-MM_CMIP6 [-] 64.7 64.7 66.2 -1.56 13.2 0.327 0.709 0.541 0.973 0.409 0.635
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 [-] 50.2
ACCESS-CM2_BARPA [-] 51.4 51.4 50.2 1.17 15.9 0.325 0.842 0.593 0.977 0.997 0.800
ACCESS-CM2_CCAM [-] 60.2 60.2 50.2 9.93 24.7 0.598 0.656 0.477 0.948 0.761 0.664
ACCESS-CM2_CMIP6 [-] 47.0 47.0 50.1 -3.15 14.8 0.621 0.817 0.631 0.959 0.960 0.799
ACCESS-ESM1-5_BARPA [-] 55.0 55.0 50.2 4.76 16.5 0.612 0.795 0.597 0.960 0.991 0.788
ACCESS-ESM1-5_CCAM [-] 66.1 66.1 50.2 15.9 27.7 0.818 0.550 0.481 0.942 0.722 0.635
ACCESS-ESM1-5_CMIP6 [-] 53.8 53.8 49.9 3.94 15.7 1.14 0.817 0.600 0.900 0.937 0.771
CESM2_BARPA [-] 54.4 54.4 50.2 4.18 15.6 0.265 0.813 0.605 0.979 0.992 0.799
CESM2_CCAM [-] 74.9 75.0 50.2 24.7 36.6 0.635 0.403 0.388 0.959 0.793 0.586
CESM2_CMIP6 [-] 51.0 51.0 49.6 1.35 11.6 0.161 0.816 0.702 0.986 0.888 0.819
CMCC-ESM2_BARPA [-] 56.2 56.2 50.2 5.97 18.8 0.207 0.788 0.539 0.984 0.995 0.769
CMCC-ESM2_CCAM [-] 55.5 55.6 50.2 5.33 20.4 0.394 0.688 0.569 0.973 0.737 0.707
CMCC-ESM2_CMIP6 [-] 46.9 46.9 49.6 -2.73 11.3 0.190 0.797 0.734 0.987 0.879 0.826
CNRM-ESM2-1_CCAM [-] 63.9 63.9 50.2 13.7 25.0 0.858 0.594 0.499 0.943 0.868 0.680
CNRM-ESM2-1_CMIP6 [-] 57.6 57.6 49.8 7.87 15.6 0.637 0.727 0.629 0.958 0.946 0.778
EC-Earth3_BARPA [-] 60.8 60.8 50.2 10.6 19.5 0.429 0.684 0.572 0.971 0.990 0.758
EC-Earth3_CCAM [-] 66.3 66.5 50.2 16.2 25.8 0.772 0.541 0.517 0.945 0.826 0.669
EC-Earth3_CMIP6 [-] 60.7 60.7 49.9 10.9 19.2 0.883 0.685 0.578 0.943 0.986 0.754
ERA5_BARPA [-] 52.0 52.0 50.2 1.78 14.6 0.228 0.842 0.618 0.982 0.996 0.811
ERA5_CCAM [-] 61.8 62.0 50.2 11.7 23.6 0.239 0.617 0.524 0.981 0.774 0.684
MPI-ESM1-2-HR_BARPA [-] 58.7 58.7 50.2 8.49 20.3 0.533 0.720 0.531 0.964 0.985 0.746
MPI-ESM1-2-HR_CMIP6 [-] 68.2 68.2 50.1 18.1 31.9 0.772 0.503 0.394 0.942 0.910 0.628
NorESM2-MM_BARPA [-] 50.6 50.6 50.2 0.363 17.1 0.260 0.852 0.560 0.980 0.992 0.789
NorESM2-MM_CCAM [-] 58.7 58.8 50.2 8.53 23.2 0.319 0.692 0.500 0.978 0.842 0.702
NorESM2-MM_CMIP6 [-] 50.0 50.0 49.6 0.330 12.1 0.164 0.859 0.671 0.987 0.964 0.831
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 [-] 66.9
ACCESS-CM2_BARPA [-] 66.6 66.6 66.9 54.5 -0.354 8.98 0.586 0.739 0.694 0.956 0.907 0.798
ACCESS-CM2_CCAM [-] 81.5 81.5 66.9 59.3 14.5 21.4 0.483 0.461 0.428 0.964 0.858 0.628
ACCESS-CM2_CMIP6 [-] 57.5 57.5 66.9 -9.35 11.9 0.473 0.589 0.741 0.967 0.802 0.768
ACCESS-ESM1-5_BARPA [-] 67.7 67.7 66.9 56.2 0.731 8.72 0.667 0.752 0.702 0.944 0.927 0.806
ACCESS-ESM1-5_CCAM [-] 80.2 80.1 66.9 62.2 13.1 20.1 0.655 0.495 0.445 0.954 0.726 0.613
ACCESS-ESM1-5_CMIP6 [-] 60.6 60.6 67.0 -6.40 11.2 0.515 0.684 0.659 0.965 0.701 0.734
CESM2_BARPA [-] 71.7 71.7 66.9 58.4 4.77 10.2 0.560 0.738 0.661 0.933 0.860 0.771
CESM2_CCAM [-] 94.6 94.6 66.9 63.2 27.7 34.5 1.01 0.220 0.320 0.921 0.753 0.507
CESM2_CMIP6 [-] 71.4 71.4 66.9 4.50 10.3 0.799 0.758 0.614 0.924 0.847 0.752
CMCC-ESM2_BARPA [-] 72.4 72.4 66.9 58.0 5.43 12.6 1.14 0.729 0.580 0.862 0.844 0.719
CMCC-ESM2_CCAM [-] 74.3 74.3 66.9 55.8 7.36 15.0 0.607 0.668 0.534 0.950 0.876 0.712
CMCC-ESM2_CMIP6 [-] 53.4 53.4 66.9 -13.5 17.6 0.845 0.478 0.554 0.933 0.993 0.703
CNRM-ESM2-1_CCAM [-] 79.5 79.5 66.9 55.3 12.6 17.7 0.507 0.505 0.523 0.961 0.944 0.691
CNRM-ESM2-1_CMIP6 [-] 70.6 70.6 66.8 3.78 10.9 0.695 0.737 0.620 0.941 0.905 0.765
EC-Earth3_BARPA [-] 72.7 72.7 66.9 56.5 5.71 9.59 0.662 0.730 0.697 0.931 0.930 0.797
EC-Earth3_CCAM [-] 84.1 84.0 66.9 58.9 17.1 21.5 0.527 0.390 0.502 0.963 0.816 0.635
EC-Earth3_CMIP6 [-] 72.1 72.2 66.9 7.75 5.32 12.4 0.503 0.716 0.573 0.962 0.889 0.743
ERA5_BARPA [-] 68.3 68.2 66.9 55.4 1.27 8.71 0.880 0.765 0.696 0.912 0.935 0.801
ERA5_CCAM [-] 83.1 83.0 66.9 62.4 16.1 20.2 0.509 0.421 0.531 0.953 0.789 0.645
MPI-ESM1-2-HR_BARPA [-] 74.4 74.4 66.9 57.9 7.44 11.0 0.623 0.681 0.674 0.953 0.876 0.771
MPI-ESM1-2-HR_CMIP6 [-] 85.8 85.8 66.9 18.9 24.8 1.07 0.356 0.424 0.912 0.724 0.568
NorESM2-MM_BARPA [-] 65.6 65.6 66.9 53.4 -1.34 12.0 1.11 0.728 0.576 0.867 0.937 0.736
NorESM2-MM_CCAM [-] 71.3 71.2 66.9 52.8 4.25 14.2 0.774 0.758 0.492 0.943 0.915 0.720
NorESM2-MM_CMIP6 [-] 69.1 69.1 66.9 2.16 10.4 1.04 0.823 0.591 0.909 0.874 0.758
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 [-] 66.3
ACCESS-CM2_BARPA [-] 68.5 68.3 66.3 37.5 1.98 9.96 0.530 0.877 0.706 0.964 0.992 0.849
ACCESS-CM2_CCAM [-] 88.7 88.4 66.3 42.7 22.0 32.4 0.678 0.419 0.394 0.954 0.759 0.584
ACCESS-CM2_CMIP6 [-] 59.5 59.5 66.2 -6.67 11.8 0.612 0.752 0.738 0.960 0.818 0.801
ACCESS-ESM1-5_BARPA [-] 71.2 71.0 66.3 36.6 4.66 10.7 0.556 0.820 0.712 0.950 0.980 0.835
ACCESS-ESM1-5_CCAM [-] 94.3 93.9 66.3 48.5 27.6 36.1 0.688 0.340 0.401 0.953 0.644 0.548
ACCESS-ESM1-5_CMIP6 [-] 62.5 62.5 66.1 -3.51 11.5 0.645 0.809 0.699 0.956 0.773 0.787
CESM2_BARPA [-] 74.2 74.0 66.3 39.8 7.71 13.5 0.532 0.729 0.669 0.945 0.947 0.792
CESM2_CCAM [-] 97.2 96.9 66.3 46.3 30.6 40.5 0.857 0.300 0.353 0.920 0.837 0.553
CESM2_CMIP6 [-] 75.9 75.9 66.4 9.51 18.1 0.662 0.630 0.596 0.939 0.594 0.671
CMCC-ESM2_BARPA [-] 73.2 73.0 66.3 40.2 6.71 15.5 0.662 0.765 0.594 0.934 0.984 0.774
CMCC-ESM2_CCAM [-] 79.0 78.7 66.3 45.4 12.4 21.9 0.377 0.608 0.497 0.968 0.837 0.681
CMCC-ESM2_CMIP6 [-] 64.5 64.5 66.4 -1.85 12.3 0.676 0.789 0.687 0.950 0.722 0.767
CNRM-ESM2-1_CCAM [-] 83.1 82.8 66.3 38.4 16.5 25.2 0.447 0.519 0.475 0.968 0.926 0.673
CNRM-ESM2-1_CMIP6 [-] 70.9 70.9 66.2 4.64 14.3 0.712 0.774 0.622 0.950 0.897 0.773
EC-Earth3_BARPA [-] 74.8 74.5 66.3 32.0 8.22 13.3 0.575 0.720 0.684 0.943 0.988 0.804
EC-Earth3_CCAM [-] 91.8 91.5 66.3 36.3 25.2 32.4 0.671 0.369 0.455 0.954 0.737 0.594
EC-Earth3_CMIP6 [-] 77.1 77.1 66.3 10.8 17.0 0.613 0.646 0.623 0.956 0.764 0.722
ERA5_BARPA [-] 69.1 68.9 66.3 34.9 2.57 10.7 0.380 0.872 0.687 0.969 0.998 0.842
ERA5_CCAM [-] 91.1 90.7 66.3 40.8 24.4 32.4 0.300 0.383 0.435 0.979 0.685 0.583
MPI-ESM1-2-HR_BARPA [-] 75.2 75.0 66.3 37.9 8.65 14.0 0.628 0.708 0.670 0.957 0.989 0.799
MPI-ESM1-2-HR_CMIP6 [-] 85.6 85.6 66.2 19.4 27.0 0.705 0.454 0.492 0.949 0.738 0.625
NorESM2-MM_BARPA [-] 66.5 66.3 66.3 38.1 0.0137 12.0 0.588 0.893 0.643 0.936 0.995 0.822
NorESM2-MM_CCAM [-] 79.6 79.2 66.3 24.3 12.9 26.2 0.614 0.598 0.411 0.953 0.809 0.636
NorESM2-MM_CMIP6 [-] 71.5 71.5 66.4 5.14 17.5 0.626 0.762 0.545 0.940 0.736 0.706
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 [-] 39.5
ACCESS-CM2_BARPA [-] 33.2 32.7 39.5 -6.86 13.1 0.515 0.810 0.741 0.965 0.386 0.729
ACCESS-CM2_CCAM [-] 39.0 38.2 39.5 -1.34 17.6 0.602 0.892 0.588 0.959 0.715 0.749
ACCESS-CM2_CMIP6 [-] 27.4 27.4 37.0 -9.67 15.8 0.512 0.742 0.670 0.968 0.261 0.662
ACCESS-ESM1-5_BARPA [-] 37.1 36.3 39.5 -3.21 14.0 0.342 0.811 0.700 0.977 0.308 0.699
ACCESS-ESM1-5_CCAM [-] 42.4 41.5 39.5 1.92 18.3 0.601 0.854 0.579 0.960 0.526 0.700
ACCESS-ESM1-5_CMIP6 [-] 29.4 29.4 41.2 -11.8 22.5 0.00 0.680 0.536 1.00 1.00 0.751
CESM2_BARPA [-] 35.4 34.8 39.5 -4.76 12.2 0.516 0.822 0.744 0.965 0.384 0.732
CESM2_CCAM [-] 39.4 38.6 39.5 -0.977 16.1 0.516 0.874 0.627 0.965 0.523 0.723
CESM2_CMIP6 [-] 24.8 24.8 40.5 -15.7 20.9 0.520 0.601 0.655 0.964 0.563 0.688
CMCC-ESM2_BARPA [-] 34.1 34.2 39.5 -5.35 11.3 0.342 0.830 0.759 0.977 0.510 0.767
CMCC-ESM2_CCAM [-] 28.9 30.0 39.5 -9.53 15.7 0.601 0.734 0.702 0.960 0.661 0.752
CMCC-ESM2_CMIP6 [-] 26.4 26.4 40.5 -14.1 24.1 2.02 0.636 0.605 0.614 0.426 0.577
CNRM-ESM2-1_CCAM [-] 38.7 37.8 39.5 -1.70 14.5 0.431 0.867 0.662 0.972 0.634 0.759
CNRM-ESM2-1_CMIP6 [-] 36.0 36.0 39.5 -3.51 13.6 0.522 0.890 0.648 0.964 0.909 0.812
EC-Earth3_BARPA [-] 36.3 35.7 39.5 -3.81 12.6 0.429 0.819 0.726 0.971 0.343 0.717
EC-Earth3_CCAM [-] 33.2 32.6 39.5 -6.98 15.8 0.342 0.797 0.660 0.977 0.820 0.783
EC-Earth3_CMIP6 [-] 39.1 39.1 39.5 -0.374 19.9 0.174 0.769 0.580 0.988 0.121 0.607
ERA5_BARPA [-] 33.4 32.9 39.5 -6.63 11.2 0.428 0.800 0.788 0.971 0.371 0.744
ERA5_CCAM [-] 36.4 35.4 39.5 -4.12 14.3 0.429 0.852 0.672 0.971 0.604 0.754
MPI-ESM1-2-HR_BARPA [-] 36.1 35.7 39.5 -3.81 12.6 0.515 0.840 0.716 0.965 0.453 0.738
MPI-ESM1-2-HR_CMIP6 [-] 45.6 45.6 39.2 6.41 32.3 0.00 0.728 0.364 1.00 0.0552 0.502
NorESM2-MM_BARPA [-] 32.1 32.0 39.5 -7.54 12.4 0.516 0.795 0.759 0.965 0.441 0.744
NorESM2-MM_CCAM [-] 41.4 40.2 39.5 0.681 17.7 0.516 0.841 0.598 0.965 0.380 0.676
NorESM2-MM_CMIP6 [-] 25.8 25.8 40.5 -14.7 17.0 0.520 0.623 0.759 0.964 0.466 0.714
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 [-] 36.7
ACCESS-CM2_BARPA [-] 19.9 19.5 36.7 -17.2 19.6 0.00 0.588 0.769 1.00 0.407 0.707
ACCESS-CM2_CCAM [-] 21.9 21.2 36.7 -15.5 19.9 0.644 0.618 0.720 0.957 0.317 0.666
ACCESS-CM2_CMIP6 [-] 13.7 13.7 37.3 -23.6 30.8 1.03 0.464 0.525 0.930 1.00 0.689
ACCESS-ESM1-5_BARPA [-] 20.1 19.4 36.7 -17.3 20.2 0.00 0.589 0.747 1.00 0.361 0.689
ACCESS-ESM1-5_CCAM [-] 22.8 22.4 36.7 -14.3 19.1 0.320 0.638 0.720 0.980 0.282 0.668
ACCESS-ESM1-5_CMIP6 [-] 30.2 30.2 37.3 -7.13 13.0 0.512 0.801 0.725 0.967 0.137 0.671
CESM2_BARPA [-] 23.2 22.5 36.7 -14.2 17.3 0.195 0.646 0.752 0.986 0.465 0.720
CESM2_CCAM [-] 21.3 21.3 36.7 -15.4 19.5 0.454 0.621 0.727 0.969 0.296 0.668
CESM2_CMIP6 [-] 15.0 15.0 37.5 -22.5 24.4 1.03 0.479 0.752 0.930 0.987 0.780
CMCC-ESM2_BARPA [-] 22.8 22.8 36.7 -13.9 17.1 0.129 0.650 0.754 0.992 0.531 0.736
CMCC-ESM2_CCAM [-] 21.5 22.4 36.7 -14.3 18.0 0.322 0.643 0.730 0.979 0.435 0.704
CMCC-ESM2_CMIP6 [-] 24.9 24.9 37.5 -12.6 23.7 2.04 0.671 0.548 0.685 0.669 0.624
CNRM-ESM2-1_CCAM [-] 20.8 21.5 36.7 -15.2 19.3 0.450 0.623 0.734 0.970 0.293 0.671
CNRM-ESM2-1_CMIP6 [-] 34.0 34.0 37.6 -3.61 9.31 0.00 0.896 0.769 1.00 0.754 0.838
EC-Earth3_BARPA [-] 22.4 21.8 36.7 -14.8 18.0 0.518 0.633 0.755 0.964 0.389 0.699
EC-Earth3_CCAM [-] 18.1 18.7 36.7 -18.0 21.5 0.579 0.575 0.722 0.962 0.358 0.668
EC-Earth3_CMIP6 [-] 21.0 21.0 36.8 -15.8 22.8 1.03 0.611 0.635 0.930 0.367 0.636
ERA5_BARPA [-] 23.2 23.0 36.7 -13.6 16.4 0.0639 0.655 0.776 0.996 0.519 0.745
ERA5_CCAM [-] 23.6 23.3 36.7 -13.3 17.4 0.453 0.655 0.746 0.969 0.362 0.696
MPI-ESM1-2-HR_BARPA [-] 19.6 19.7 36.7 -17.0 19.7 0.00 0.591 0.756 1.00 0.423 0.705
MPI-ESM1-2-HR_CMIP6 [-] 17.9 17.9 36.1 -18.2 36.0 1.82 0.469 0.510 0.780 0.0682 0.467
NorESM2-MM_BARPA [-] 22.5 22.3 36.7 -14.4 17.1 0.710 0.640 0.765 0.952 0.500 0.724
NorESM2-MM_CCAM [-] 25.7 24.5 36.7 -12.2 18.0 0.838 0.674 0.706 0.944 0.314 0.669
NorESM2-MM_CMIP6 [-] 15.4 15.4 37.5 -22.2 24.9 1.03 0.484 0.706 0.930 0.995 0.764
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 [-] 45.3
ACCESS-CM2_BARPA [-] 36.5 37.7 45.3 -7.51 11.5 0.303 0.752 0.784 0.979 0.736 0.807
ACCESS-CM2_CCAM [-] 43.6 43.8 45.3 -1.42 16.7 0.389 0.853 0.568 0.972 0.904 0.773
ACCESS-CM2_CMIP6 [-] 31.8 31.8 44.2 -12.4 15.6 0.696 0.629 0.693 0.951 0.391 0.672
ACCESS-ESM1-5_BARPA [-] 42.6 43.1 45.3 -2.13 11.5 0.773 0.825 0.709 0.948 0.786 0.795
ACCESS-ESM1-5_CCAM [-] 45.0 45.3 45.3 0.0847 16.5 0.475 0.839 0.581 0.962 0.908 0.774
ACCESS-ESM1-5_CMIP6 [-] 36.0 36.0 46.7 -10.6 14.8 1.03 0.667 0.681 0.931 0.160 0.624
CESM2_BARPA [-] 38.4 39.8 45.3 -5.49 9.29 0.131 0.791 0.813 0.991 0.844 0.850
CESM2_CCAM [-] 57.3 58.2 45.3 12.9 24.6 0.173 0.615 0.467 0.988 0.822 0.672
CESM2_CMIP6 [-] 34.4 34.4 45.3 -10.9 14.7 0.687 0.656 0.703 0.929 0.965 0.791
CMCC-ESM2_BARPA [-] 37.7 39.7 45.3 -5.60 9.67 0.218 0.781 0.818 0.985 0.812 0.843
CMCC-ESM2_CCAM [-] 29.0 29.7 45.3 -15.6 17.7 0.861 0.556 0.796 0.942 0.980 0.814
CMCC-ESM2_CMIP6 [-] 33.1 33.1 45.3 -12.2 21.0 1.20 0.622 0.536 0.854 0.351 0.580
CNRM-ESM2-1_CCAM [-] 42.7 43.4 45.3 -1.82 14.5 1.03 0.851 0.615 0.914 0.844 0.768
CNRM-ESM2-1_CMIP6 [-] 36.9 36.9 42.6 -5.67 10.9 1.03 0.806 0.711 0.881 0.809 0.783
EC-Earth3_BARPA [-] 42.6 43.9 45.3 -1.34 11.9 0.687 0.802 0.693 0.953 0.653 0.759
EC-Earth3_CCAM [-] 38.6 39.5 45.3 -5.73 16.4 0.858 0.759 0.602 0.937 0.843 0.749
EC-Earth3_CMIP6 [-] 50.8 50.8 44.6 6.11 21.8 1.11 0.765 0.477 0.905 0.650 0.655
ERA5_BARPA [-] 35.8 37.3 45.3 -7.91 10.4 0.174 0.745 0.836 0.987 0.723 0.825
ERA5_CCAM [-] 35.6 36.0 45.3 -9.30 14.3 0.346 0.681 0.717 0.976 0.925 0.803
MPI-ESM1-2-HR_BARPA [-] 44.9 46.7 45.3 1.47 14.2 0.130 0.809 0.630 0.991 0.522 0.716
MPI-ESM1-2-HR_CMIP6 [-] 64.0 64.0 45.1 18.9 35.8 0.172 0.487 0.325 0.988 0.920 0.609
NorESM2-MM_BARPA [-] 35.1 36.9 45.3 -8.39 10.7 0.0440 0.735 0.832 0.997 0.834 0.846
NorESM2-MM_CCAM [-] 45.0 45.5 45.3 0.292 14.2 0.345 0.875 0.614 0.976 0.910 0.798
NorESM2-MM_CMIP6 [-] 35.1 35.1 45.3 -10.2 15.1 0.349 0.677 0.686 0.975 0.994 0.803
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 [-] 35.2
ACCESS-CM2_BARPA [-] 38.5 38.9 35.2 3.73 17.4 0.0492 0.812 0.547 0.997 0.980 0.777
ACCESS-CM2_CCAM [-] 49.7 49.3 35.2 14.1 28.7 0.0981 0.583 0.400 0.994 0.923 0.660
ACCESS-CM2_CMIP6 [-] 25.0 25.0 34.9 -9.87 14.1 0.00 0.693 0.691 1.00 0.517 0.719
ACCESS-ESM1-5_BARPA [-] 44.0 44.1 35.2 8.93 22.0 0.0984 0.692 0.484 0.994 0.966 0.724
ACCESS-ESM1-5_CCAM [-] 56.2 56.4 35.2 21.2 34.1 0.247 0.460 0.375 0.982 0.738 0.586
ACCESS-ESM1-5_CMIP6 [-] 49.3 49.3 37.2 12.1 24.1 1.03 0.627 0.446 0.930 0.0860 0.507
CESM2_BARPA [-] 40.3 40.6 35.2 5.40 17.5 0.0492 0.787 0.549 0.997 0.984 0.773
CESM2_CCAM [-] 52.9 53.7 35.2 18.5 33.2 0.0492 0.522 0.364 0.997 0.724 0.594
CESM2_CMIP6 [-] 37.2 37.2 37.7 -0.503 11.9 0.00 0.788 0.707 1.00 0.427 0.726
CMCC-ESM2_BARPA [-] 42.3 42.7 35.2 7.49 19.0 0.0961 0.733 0.530 0.994 0.976 0.752
CMCC-ESM2_CCAM [-] 45.8 45.8 35.2 10.6 22.1 0.147 0.659 0.511 0.990 0.767 0.688
CMCC-ESM2_CMIP6 [-] 36.6 36.6 37.7 -1.03 9.77 0.00 0.821 0.754 1.00 0.491 0.764
CNRM-ESM2-1_CCAM [-] 52.0 52.5 35.2 17.4 28.6 0.688 0.519 0.444 0.954 0.716 0.615
CNRM-ESM2-1_CMIP6 [-] 31.9 31.9 35.6 -3.69 8.27 0.00 0.871 0.758 1.00 1.00 0.877
EC-Earth3_BARPA [-] 48.2 48.0 35.2 12.8 23.9 0.0492 0.597 0.481 0.997 0.906 0.692
EC-Earth3_CCAM [-] 52.0 52.3 35.2 17.1 28.8 0.246 0.529 0.432 0.984 0.740 0.624
EC-Earth3_CMIP6 [-] 43.6 43.6 36.0 7.64 21.1 1.03 0.696 0.514 0.930 0.647 0.660
ERA5_BARPA [-] 38.5 38.9 35.2 3.70 14.5 0.0492 0.827 0.610 0.997 0.993 0.807
ERA5_CCAM [-] 49.6 49.7 35.2 14.5 25.1 0.0981 0.573 0.488 0.994 0.728 0.654
MPI-ESM1-2-HR_BARPA [-] 40.4 41.0 35.2 5.80 19.2 0.0492 0.766 0.520 0.997 0.931 0.747
MPI-ESM1-2-HR_CMIP6 [-] 56.8 56.8 34.8 22.0 40.8 0.207 0.423 0.260 0.985 0.981 0.582
NorESM2-MM_BARPA [-] 38.0 38.4 35.2 3.22 16.4 0.0492 0.823 0.564 0.997 0.989 0.788
NorESM2-MM_CCAM [-] 48.4 48.2 35.2 13.0 24.8 0.147 0.624 0.471 0.990 0.849 0.681
NorESM2-MM_CMIP6 [-] 36.9 36.9 37.7 -0.742 10.8 0.00 0.842 0.723 1.00 0.650 0.787
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 [-] 53.7
ACCESS-CM2_BARPA [-] 62.0 58.9 53.7 5.26 20.2 0.288 0.739 0.547 0.980 0.966 0.756
ACCESS-CM2_CCAM [-] 76.7 74.0 53.7 20.4 34.2 0.890 0.487 0.398 0.940 0.790 0.603
ACCESS-CM2_CMIP6 [-] 45.4 45.4 53.9 -8.51 17.3 0.522 0.630 0.730 0.960 0.799 0.770
ACCESS-ESM1-5_BARPA [-] 67.2 63.5 53.7 9.84 22.0 0.144 0.658 0.543 0.989 0.947 0.736
ACCESS-ESM1-5_CCAM [-] 83.7 81.0 53.7 27.3 37.8 0.488 0.403 0.406 0.966 0.850 0.606
ACCESS-ESM1-5_CMIP6 [-] 65.0 65.0 50.5 14.5 22.9 0.684 0.602 0.524 0.958 0.427 0.607
CESM2_BARPA [-] 66.0 62.8 53.7 9.08 22.2 0.115 0.664 0.531 0.991 0.926 0.729
CESM2_CCAM [-] 85.7 83.5 53.7 29.8 43.3 0.260 0.367 0.340 0.982 0.729 0.551
CESM2_CMIP6 [-] 58.4 58.4 52.9 5.58 14.9 0.149 0.714 0.673 0.989 0.955 0.801
CMCC-ESM2_BARPA [-] 66.3 63.1 53.7 9.42 24.5 0.115 0.666 0.480 0.991 0.946 0.713
CMCC-ESM2_CCAM [-] 71.2 68.6 53.7 14.9 27.1 0.172 0.602 0.469 0.987 0.963 0.698
CMCC-ESM2_CMIP6 [-] 51.0 51.0 52.9 -1.90 16.8 0.147 0.633 0.693 0.991 0.608 0.724
CNRM-ESM2-1_CCAM [-] 74.8 72.7 53.7 19.1 29.8 0.0866 0.526 0.457 0.994 0.953 0.677
CNRM-ESM2-1_CMIP6 [-] 61.6 61.6 56.5 5.15 13.1 0.827 0.807 0.658 0.945 0.930 0.799
EC-Earth3_BARPA [-] 72.1 67.9 53.7 14.3 24.7 0.116 0.579 0.532 0.991 0.908 0.708
EC-Earth3_CCAM [-] 79.9 77.2 53.7 23.5 33.4 0.691 0.452 0.446 0.951 0.832 0.625
EC-Earth3_CMIP6 [-] 61.2 61.2 52.8 8.36 32.0 1.27 0.480 0.474 0.878 0.292 0.520
ERA5_BARPA [-] 62.7 59.6 53.7 5.97 20.2 0.115 0.728 0.545 0.991 0.973 0.757
ERA5_CCAM [-] 78.0 75.8 53.7 22.1 32.7 0.115 0.475 0.436 0.991 0.908 0.649
MPI-ESM1-2-HR_BARPA [-] 67.1 64.2 53.7 10.5 23.3 0.890 0.652 0.515 0.940 0.946 0.714
MPI-ESM1-2-HR_CMIP6 [-] 81.6 81.6 52.5 29.0 41.3 0.917 0.357 0.349 0.939 0.594 0.518
NorESM2-MM_BARPA [-] 59.8 57.1 53.7 3.47 21.7 0.115 0.766 0.500 0.991 0.984 0.748
NorESM2-MM_CCAM [-] 72.1 69.8 53.7 16.2 31.0 0.0869 0.582 0.405 0.994 0.965 0.670
NorESM2-MM_CMIP6 [-] 53.1 53.1 52.9 0.214 18.4 0.149 0.769 0.575 0.989 0.639 0.709
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 [-] 57.4
ACCESS-CM2_BARPA [-] 65.9 64.6 57.4 7.25 18.4 0.328 0.765 0.612 0.980 0.994 0.793
ACCESS-CM2_CCAM [-] 83.6 81.6 57.4 24.2 38.6 0.350 0.452 0.398 0.979 0.842 0.614
ACCESS-CM2_CMIP6 [-] 63.0 63.0 56.5 6.44 20.8 0.393 0.696 0.601 0.976 0.856 0.746
ACCESS-ESM1-5_BARPA [-] 72.6 71.0 57.4 13.6 21.7 0.291 0.656 0.607 0.982 0.982 0.767
ACCESS-ESM1-5_CCAM [-] 91.1 89.2 57.4 31.8 42.0 0.357 0.369 0.424 0.979 0.901 0.619
ACCESS-ESM1-5_CMIP6 [-] 66.7 66.7 57.7 9.06 18.5 0.394 0.692 0.663 0.977 0.956 0.790
CESM2_BARPA [-] 70.2 68.9 57.4 11.5 21.2 0.456 0.682 0.588 0.969 0.991 0.763
CESM2_CCAM [-] 83.0 81.4 57.4 24.0 39.1 0.441 0.454 0.392 0.970 0.718 0.585
CESM2_CMIP6 [-] 72.5 72.5 56.3 16.3 26.2 0.356 0.538 0.566 0.977 0.804 0.690
CMCC-ESM2_BARPA [-] 70.7 69.4 57.4 12.1 21.5 0.487 0.676 0.583 0.966 0.996 0.761
CMCC-ESM2_CCAM [-] 76.4 74.9 57.4 17.5 29.8 0.358 0.565 0.480 0.978 0.899 0.680
CMCC-ESM2_CMIP6 [-] 62.7 62.7 56.3 6.44 17.9 0.436 0.693 0.653 0.971 0.826 0.759
CNRM-ESM2-1_CCAM [-] 76.5 74.9 57.4 17.5 29.7 0.328 0.557 0.482 0.980 0.951 0.690
CNRM-ESM2-1_CMIP6 [-] 66.3 66.3 58.9 7.39 18.8 0.255 0.742 0.604 0.985 0.943 0.776
EC-Earth3_BARPA [-] 69.4 67.8 57.4 10.5 21.3 0.364 0.700 0.583 0.978 0.994 0.768
EC-Earth3_CCAM [-] 79.9 78.0 57.4 20.7 34.7 0.328 0.493 0.439 0.980 0.782 0.627
EC-Earth3_CMIP6 [-] 70.0 70.0 57.7 12.3 24.4 0.446 0.671 0.549 0.966 0.968 0.741
ERA5_BARPA [-] 64.9 63.8 57.4 6.41 17.6 0.284 0.780 0.620 0.982 0.996 0.799
ERA5_CCAM [-] 84.4 82.8 57.4 25.4 37.5 0.313 0.446 0.426 0.981 0.880 0.632
MPI-ESM1-2-HR_BARPA [-] 71.5 70.0 57.4 12.6 22.2 0.342 0.658 0.581 0.979 0.988 0.757
MPI-ESM1-2-HR_CMIP6 [-] 84.3 84.3 57.7 26.6 38.1 0.320 0.428 0.425 0.981 0.992 0.650
NorESM2-MM_BARPA [-] 62.9 61.9 57.4 4.48 18.5 0.402 0.808 0.591 0.974 0.982 0.789
NorESM2-MM_CCAM [-] 83.7 81.5 57.4 24.1 38.3 0.393 0.459 0.401 0.977 0.936 0.635
NorESM2-MM_CMIP6 [-] 66.7 66.7 56.3 10.4 20.6 0.434 0.659 0.613 0.972 0.787 0.729
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 [-] 63.7
ACCESS-CM2_BARPA [-] 78.2 73.4 63.7 9.71 22.1 1.01 0.595 0.472 0.926 0.682 0.629
ACCESS-CM2_CCAM [-] 77.1 72.9 63.7 9.25 29.7 1.17 0.554 0.346 0.911 0.498 0.531
ACCESS-CM2_CMIP6 [-] 43.6 43.6 66.1 -22.5 32.4 1.02 0.474 0.475 0.933 0.116 0.494
ACCESS-ESM1-5_BARPA [-] 74.1 69.6 63.7 5.87 18.6 1.02 0.664 0.528 0.933 0.742 0.679
ACCESS-ESM1-5_CCAM [-] 64.3 60.8 63.7 -2.90 25.1 0.864 0.696 0.387 0.943 0.664 0.616
ACCESS-ESM1-5_CMIP6 [-] 47.0 47.0 64.0 -17.0 23.2 1.02 0.527 0.567 0.933 0.282 0.575
CESM2_BARPA [-] 82.7 77.1 63.7 13.4 19.7 0.624 0.535 0.614 0.959 0.709 0.686
CESM2_CCAM [-] 62.5 59.6 63.7 -4.10 24.3 0.558 0.718 0.409 0.959 0.615 0.622
CESM2_CMIP6 [-] 60.8 60.8 64.5 -3.67 21.6 1.24 0.686 0.468 0.895 0.228 0.549
CMCC-ESM2_BARPA [-] 85.7 79.6 63.7 15.9 21.3 0.470 0.489 0.640 0.963 0.649 0.676
CMCC-ESM2_CCAM [-] 63.9 60.7 63.7 -2.95 20.3 0.364 0.735 0.486 0.978 0.712 0.679
CMCC-ESM2_CMIP6 [-] 54.5 54.5 64.5 -10.0 14.4 0.109 0.717 0.708 0.993 0.246 0.674
CNRM-ESM2-1_CCAM [-] 73.6 70.1 63.7 6.39 22.5 0.603 0.606 0.459 0.962 0.566 0.610
CNRM-ESM2-1_CMIP6 [-] 66.6 66.6 65.6 0.986 17.9 0.509 0.663 0.536 0.968 0.234 0.587
EC-Earth3_BARPA [-] 72.1 67.1 63.7 3.42 19.4 0.689 0.679 0.519 0.955 0.755 0.686
EC-Earth3_CCAM [-] 57.8 55.2 63.7 -8.51 23.8 0.625 0.668 0.433 0.961 0.795 0.658
EC-Earth3_CMIP6 [-] 62.0 62.0 63.9 -1.81 29.6 0.691 0.741 0.283 0.955 0.974 0.647
ERA5_BARPA [-] 69.8 65.0 63.7 1.36 11.7 0.213 0.714 0.746 0.987 0.759 0.791
ERA5_CCAM [-] 59.6 56.8 63.7 -6.91 17.7 0.149 0.728 0.560 0.992 0.795 0.727
MPI-ESM1-2-HR_BARPA [-] 80.8 76.0 63.7 12.4 23.6 1.03 0.552 0.470 0.920 0.642 0.611
MPI-ESM1-2-HR_CMIP6 [-] 102. 102. 64.3 38.0 58.4 1.36 0.122 0.304 0.858 0.120 0.342
NorESM2-MM_BARPA [-] 67.0 62.8 63.7 -0.932 11.8 0.361 0.725 0.730 0.968 0.810 0.793
NorESM2-MM_CCAM [-] 50.9 48.3 63.7 -15.3 21.0 0.148 0.531 0.587 0.992 0.930 0.725
NorESM2-MM_CMIP6 [-] 49.4 49.4 64.5 -15.1 20.9 0.447 0.573 0.565 0.961 0.279 0.589

Temporally integrated period mean

BENCHMARK MEAN
Data not available
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MODEL MEAN
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BIAS
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BIAS SCORE
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RMSE
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RMSE SCORE
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BENCHMARK MAX MONTH
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MODEL MAX MONTH
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DIFFERENCE IN MAX MONTH
Data not available
SEASONAL CYCLE SCORE
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SPATIAL TAYLOR DIAGRAM
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MODEL COLORS
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Spatially integrated regional mean

MODEL COLORS
Data not available
REGIONAL MEAN
Data not available
ANNUAL CYCLE
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MONTHLY ANOMALY
Data not available
ANNUAL CYCLE
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All Models

Benchmark
Data not available
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ACCESS-CM2_BARPA
Data not available
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ACCESS-CM2_CCAM
Data not available
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ACCESS-CM2_CMIP6
Data not available
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ACCESS-ESM1-5_BARPA
Data not available
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ACCESS-ESM1-5_CCAM
Data not available
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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-sh-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