Download Data |
Period Mean (original grids) [%] |
Model Period Mean (intersection) [%] |
Benchmark Period Mean (intersection) [%] |
Model Period Mean (complement) [%] |
Benchmark Period Mean (complement) [%] |
Bias [%] |
RMSE [%] |
Phase Shift [months] |
Bias Score [1] |
RMSE Score [1] |
Seasonal Cycle Score [1] |
Spatial Distribution Score [1] |
Overall Score [1] |
|||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Benchmark | [-] | 47.9 | ||||||||||||||
| ACCESS-CM2_BARPA | [-] | 51.0 | 51.1 | 47.9 | 3.20 | 6.28 | 0.575 | 0.612 | 0.670 | 0.939 | 0.947 | 0.768 | ||||
| ACCESS-CM2_CCAM | [-] | 54.4 | 54.4 | 47.9 | 6.53 | 8.73 | 0.395 | 0.498 | 0.578 | 0.955 | 0.967 | 0.715 | ||||
| ACCESS-CM2_CMIP6 | [-] | 49.3 | 49.3 | 48.5 | 0.828 | 7.05 | 0.433 | 0.631 | 0.546 | 0.947 | 0.959 | 0.726 | ||||
| ACCESS-ESM1-5_BARPA | [-] | 49.6 | 49.6 | 47.9 | 1.75 | 6.46 | 0.842 | 0.603 | 0.649 | 0.923 | 0.917 | 0.748 | ||||
| ACCESS-ESM1-5_CCAM | [-] | 54.8 | 54.8 | 47.9 | 6.89 | 9.91 | 0.453 | 0.444 | 0.547 | 0.943 | 0.928 | 0.682 | ||||
| ACCESS-ESM1-5_CMIP6 | [-] | 51.3 | 51.3 | 48.4 | 2.85 | 7.65 | 0.421 | 0.599 | 0.515 | 0.945 | 0.986 | 0.712 | ||||
| CESM2_BARPA | [-] | 48.4 | 48.5 | 47.9 | 0.591 | 7.05 | 0.685 | 0.582 | 0.597 | 0.923 | 0.903 | 0.720 | ||||
| CESM2_CCAM | [-] | 46.3 | 46.4 | 47.9 | -1.52 | 7.96 | 0.756 | 0.530 | 0.594 | 0.912 | 0.834 | 0.693 | ||||
| CMCC-ESM2_BARPA | [-] | 48.4 | 48.4 | 47.9 | 0.551 | 7.80 | 0.697 | 0.574 | 0.553 | 0.927 | 0.899 | 0.702 | ||||
| CMCC-ESM2_CCAM | [-] | 59.2 | 59.1 | 47.9 | 11.3 | 12.8 | 0.889 | 0.313 | 0.552 | 0.876 | 0.989 | 0.657 | ||||
| CMCC-ESM2_CMIP6 | [-] | 56.0 | 56.0 | 48.1 | 7.93 | 11.0 | 1.20 | 0.447 | 0.486 | 0.813 | 0.979 | 0.642 | ||||
| CNRM-ESM2-1_CCAM | [-] | 54.7 | 54.7 | 47.9 | 6.84 | 9.36 | 0.528 | 0.467 | 0.561 | 0.931 | 0.967 | 0.698 | ||||
| CNRM-ESM2-1_CMIP6 | [-] | 44.4 | 44.4 | 48.4 | -3.99 | 7.57 | 0.325 | 0.509 | 0.640 | 0.967 | 0.937 | 0.738 | ||||
| EC-Earth3_BARPA | [-] | 45.7 | 45.8 | 47.9 | -2.09 | 7.32 | 0.394 | 0.536 | 0.653 | 0.954 | 0.860 | 0.731 | ||||
| EC-Earth3_CCAM | [-] | 51.9 | 51.9 | 47.9 | 4.00 | 8.68 | 0.852 | 0.554 | 0.527 | 0.884 | 0.902 | 0.679 | ||||
| EC-Earth3_CMIP6 | [-] | 46.2 | 46.2 | 47.9 | -1.78 | 8.99 | 0.985 | 0.609 | 0.463 | 0.863 | 0.959 | 0.671 | ||||
| ERA5_BARPA | [-] | 50.5 | 50.5 | 47.9 | 2.64 | 6.71 | 0.255 | 0.605 | 0.638 | 0.967 | 0.921 | 0.754 | ||||
| ERA5_CCAM | [-] | 55.1 | 55.1 | 47.9 | 7.25 | 9.24 | 0.369 | 0.449 | 0.615 | 0.942 | 0.923 | 0.709 | ||||
| MPI-ESM1-2-HR_BARPA | [-] | 45.9 | 45.9 | 47.9 | -1.94 | 6.77 | 0.348 | 0.542 | 0.684 | 0.953 | 0.889 | 0.750 | ||||
| MPI-ESM1-2-HR_CMIP6 | [-] | 39.1 | 39.1 | 48.0 | -8.90 | 10.9 | 0.513 | 0.353 | 0.621 | 0.912 | 0.929 | 0.687 | ||||
| NorESM2-MM_BARPA | [-] | 52.5 | 52.5 | 47.9 | 4.64 | 8.28 | 1.01 | 0.587 | 0.558 | 0.890 | 0.963 | 0.711 | ||||
| NorESM2-MM_CCAM | [-] | 61.7 | 61.7 | 47.9 | 13.9 | 14.9 | 0.891 | 0.235 | 0.569 | 0.896 | 0.996 | 0.653 | ||||
| NorESM2-MM_CMIP6 | [-] | 53.6 | 53.6 | 48.1 | 5.55 | 7.94 | 0.584 | 0.530 | 0.629 | 0.905 | 0.994 | 0.738 |
Download Data |
Period Mean (original grids) [%] |
Model Period Mean (intersection) [%] |
Benchmark Period Mean (intersection) [%] |
Model Period Mean (complement) [%] |
Benchmark Period Mean (complement) [%] |
Bias [%] |
RMSE [%] |
Phase Shift [months] |
Bias Score [1] |
RMSE Score [1] |
Seasonal Cycle Score [1] |
Spatial Distribution Score [1] |
Overall Score [1] |
|||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Benchmark | [-] | 52.7 | ||||||||||||||
| ACCESS-CM2_BARPA | [-] | 60.7 | 60.2 | 52.7 | 7.51 | 8.94 | 1.16 | 0.518 | 0.710 | 0.906 | 0.735 | 0.716 | ||||
| ACCESS-CM2_CCAM | [-] | 66.1 | 65.5 | 52.7 | 12.9 | 14.0 | 0.650 | 0.285 | 0.564 | 0.952 | 0.787 | 0.638 | ||||
| ACCESS-CM2_CMIP6 | [-] | 62.1 | 62.1 | 52.7 | 9.49 | 11.4 | 0.689 | 0.406 | 0.518 | 0.932 | 0.651 | 0.615 | ||||
| ACCESS-ESM1-5_BARPA | [-] | 60.2 | 59.7 | 52.7 | 7.03 | 8.51 | 1.11 | 0.528 | 0.734 | 0.910 | 0.726 | 0.725 | ||||
| ACCESS-ESM1-5_CCAM | [-] | 69.2 | 68.7 | 52.7 | 16.1 | 16.8 | 0.702 | 0.194 | 0.596 | 0.946 | 0.833 | 0.637 | ||||
| ACCESS-ESM1-5_CMIP6 | [-] | 62.9 | 62.9 | 53.4 | 9.52 | 11.2 | 0.316 | 0.350 | 0.506 | 0.978 | 0.600 | 0.597 | ||||
| CESM2_BARPA | [-] | 59.1 | 58.6 | 52.7 | 5.91 | 8.23 | 0.908 | 0.569 | 0.668 | 0.932 | 0.724 | 0.717 | ||||
| CESM2_CCAM | [-] | 56.5 | 56.0 | 52.7 | 3.30 | 7.65 | 0.839 | 0.591 | 0.637 | 0.939 | 0.713 | 0.711 | ||||
| CMCC-ESM2_BARPA | [-] | 58.7 | 58.1 | 52.7 | 5.43 | 8.12 | 0.984 | 0.580 | 0.670 | 0.927 | 0.686 | 0.711 | ||||
| CMCC-ESM2_CCAM | [-] | 70.6 | 70.0 | 52.7 | 17.4 | 17.9 | 0.829 | 0.165 | 0.611 | 0.940 | 0.820 | 0.632 | ||||
| CMCC-ESM2_CMIP6 | [-] | 64.9 | 64.9 | 52.6 | 12.3 | 13.8 | 0.494 | 0.329 | 0.517 | 0.935 | 0.580 | 0.582 | ||||
| CNRM-ESM2-1_CCAM | [-] | 64.7 | 64.2 | 52.7 | 11.5 | 13.0 | 0.525 | 0.329 | 0.539 | 0.963 | 0.828 | 0.651 | ||||
| CNRM-ESM2-1_CMIP6 | [-] | 55.3 | 55.3 | 53.2 | 2.12 | 8.49 | 0.00 | 0.510 | 0.569 | 1.00 | 0.318 | 0.596 | ||||
| EC-Earth3_BARPA | [-] | 54.3 | 53.7 | 52.7 | 1.09 | 6.85 | 0.167 | 0.562 | 0.766 | 0.987 | 0.705 | 0.756 | ||||
| EC-Earth3_CCAM | [-] | 59.8 | 59.3 | 52.7 | 6.64 | 9.32 | 0.176 | 0.553 | 0.579 | 0.988 | 0.740 | 0.700 | ||||
| EC-Earth3_CMIP6 | [-] | 49.6 | 49.6 | 52.8 | -3.14 | 8.76 | 0.236 | 0.499 | 0.528 | 0.971 | 0.735 | 0.666 | ||||
| ERA5_BARPA | [-] | 60.0 | 59.4 | 52.7 | 6.77 | 8.52 | 0.167 | 0.542 | 0.708 | 0.989 | 0.713 | 0.735 | ||||
| ERA5_CCAM | [-] | 68.1 | 67.6 | 52.7 | 14.9 | 15.4 | 0.176 | 0.220 | 0.663 | 0.989 | 0.840 | 0.676 | ||||
| MPI-ESM1-2-HR_BARPA | [-] | 52.6 | 52.0 | 52.7 | -0.616 | 7.32 | 0.167 | 0.532 | 0.713 | 0.989 | 0.731 | 0.738 | ||||
| MPI-ESM1-2-HR_CMIP6 | [-] | 46.7 | 46.7 | 52.8 | -6.08 | 10.9 | 0.218 | 0.367 | 0.548 | 0.975 | 0.507 | 0.594 | ||||
| NorESM2-MM_BARPA | [-] | 62.1 | 61.6 | 52.7 | 8.93 | 10.9 | 1.18 | 0.464 | 0.561 | 0.905 | 0.763 | 0.661 | ||||
| NorESM2-MM_CCAM | [-] | 71.9 | 71.5 | 52.7 | 18.9 | 19.4 | 1.18 | 0.133 | 0.588 | 0.903 | 0.944 | 0.636 | ||||
| NorESM2-MM_CMIP6 | [-] | 62.3 | 62.3 | 52.6 | 9.67 | 11.2 | 0.223 | 0.461 | 0.592 | 0.986 | 0.556 | 0.642 |
Download Data |
Period Mean (original grids) [%] |
Model Period Mean (intersection) [%] |
Benchmark Period Mean (intersection) [%] |
Model Period Mean (complement) [%] |
Benchmark Period Mean (complement) [%] |
Bias [%] |
RMSE [%] |
Phase Shift [months] |
Bias Score [1] |
RMSE Score [1] |
Seasonal Cycle Score [1] |
Spatial Distribution Score [1] |
Overall Score [1] |
|||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Benchmark | [-] | 59.1 | ||||||||||||||
| ACCESS-CM2_BARPA | [-] | 68.3 | 68.3 | 59.1 | 9.20 | 9.84 | 1.35 | 0.347 | 0.676 | 0.852 | 0.961 | 0.656 | ||||
| ACCESS-CM2_CCAM | [-] | 71.5 | 71.6 | 59.1 | 12.5 | 13.0 | 1.21 | 0.253 | 0.648 | 0.862 | 0.982 | 0.627 | ||||
| ACCESS-CM2_CMIP6 | [-] | 67.2 | 67.2 | 61.0 | 6.17 | 8.04 | 1.76 | 0.436 | 0.571 | 0.760 | 0.862 | 0.629 | ||||
| ACCESS-ESM1-5_BARPA | [-] | 69.0 | 69.0 | 59.1 | 9.90 | 10.5 | 1.37 | 0.317 | 0.659 | 0.856 | 0.973 | 0.647 | ||||
| ACCESS-ESM1-5_CCAM | [-] | 75.6 | 75.6 | 59.1 | 16.5 | 16.8 | 1.09 | 0.122 | 0.642 | 0.870 | 0.995 | 0.604 | ||||
| ACCESS-ESM1-5_CMIP6 | [-] | 67.3 | 67.3 | 58.5 | 8.83 | 10.4 | 0.862 | 0.354 | 0.508 | 0.914 | 0.974 | 0.646 | ||||
| CESM2_BARPA | [-] | 66.7 | 66.7 | 59.1 | 7.57 | 9.81 | 1.78 | 0.423 | 0.506 | 0.753 | 0.991 | 0.596 | ||||
| CESM2_CCAM | [-] | 67.9 | 67.9 | 59.1 | 8.74 | 10.5 | 1.56 | 0.358 | 0.625 | 0.804 | 0.929 | 0.633 | ||||
| CMCC-ESM2_BARPA | [-] | 66.7 | 66.7 | 59.1 | 7.61 | 9.53 | 1.26 | 0.415 | 0.606 | 0.865 | 0.990 | 0.652 | ||||
| CMCC-ESM2_CCAM | [-] | 74.6 | 74.6 | 59.1 | 15.5 | 16.2 | 1.69 | 0.183 | 0.595 | 0.752 | 0.938 | 0.561 | ||||
| CMCC-ESM2_CMIP6 | [-] | 69.3 | 69.3 | 59.1 | 10.3 | 12.1 | 2.26 | 0.352 | 0.537 | 0.631 | 0.701 | 0.545 | ||||
| CNRM-ESM2-1_CCAM | [-] | 72.9 | 72.8 | 59.1 | 13.7 | 14.3 | 0.926 | 0.171 | 0.576 | 0.884 | 0.995 | 0.608 | ||||
| CNRM-ESM2-1_CMIP6 | [-] | 64.8 | 64.8 | 58.9 | 5.93 | 7.35 | 0.892 | 0.484 | 0.652 | 0.908 | 0.987 | 0.679 | ||||
| EC-Earth3_BARPA | [-] | 64.4 | 64.4 | 59.1 | 5.25 | 7.89 | 0.996 | 0.472 | 0.613 | 0.883 | 0.993 | 0.668 | ||||
| EC-Earth3_CCAM | [-] | 69.8 | 69.8 | 59.1 | 10.6 | 12.4 | 1.46 | 0.319 | 0.536 | 0.809 | 0.948 | 0.601 | ||||
| EC-Earth3_CMIP6 | [-] | 60.6 | 60.6 | 59.0 | 1.63 | 7.74 | 1.82 | 0.524 | 0.433 | 0.756 | 0.973 | 0.629 | ||||
| ERA5_BARPA | [-] | 68.1 | 68.2 | 59.1 | 9.06 | 9.87 | 0.806 | 0.362 | 0.695 | 0.916 | 0.990 | 0.675 | ||||
| ERA5_CCAM | [-] | 74.6 | 74.6 | 59.1 | 15.5 | 15.7 | 1.12 | 0.145 | 0.669 | 0.847 | 0.991 | 0.612 | ||||
| MPI-ESM1-2-HR_BARPA | [-] | 62.2 | 62.3 | 59.1 | 3.15 | 6.42 | 1.48 | 0.550 | 0.633 | 0.779 | 0.986 | 0.672 | ||||
| MPI-ESM1-2-HR_CMIP6 | [-] | 55.9 | 55.9 | 59.6 | -3.64 | 8.26 | 2.03 | 0.427 | 0.432 | 0.665 | 0.996 | 0.593 | ||||
| NorESM2-MM_BARPA | [-] | 68.2 | 68.2 | 59.1 | 9.11 | 10.5 | 1.76 | 0.365 | 0.567 | 0.764 | 0.985 | 0.606 | ||||
| NorESM2-MM_CCAM | [-] | 77.2 | 77.2 | 59.1 | 18.1 | 18.4 | 1.87 | 0.0754 | 0.618 | 0.737 | 0.951 | 0.559 | ||||
| NorESM2-MM_CMIP6 | [-] | 68.1 | 68.1 | 59.1 | 9.04 | 10.1 | 1.74 | 0.385 | 0.651 | 0.726 | 0.830 | 0.637 |
Download Data |
Period Mean (original grids) [%] |
Model Period Mean (intersection) [%] |
Benchmark Period Mean (intersection) [%] |
Model Period Mean (complement) [%] |
Benchmark Period Mean (complement) [%] |
Bias [%] |
RMSE [%] |
Phase Shift [months] |
Bias Score [1] |
RMSE Score [1] |
Seasonal Cycle Score [1] |
Spatial Distribution Score [1] |
Overall Score [1] |
|||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Benchmark | [-] | 53.2 | ||||||||||||||
| ACCESS-CM2_BARPA | [-] | 56.7 | 57.1 | 53.2 | 3.92 | 6.34 | 0.440 | 0.587 | 0.594 | 0.940 | 0.965 | 0.759 | ||||
| ACCESS-CM2_CCAM | [-] | 59.6 | 59.9 | 53.2 | 6.75 | 9.12 | 0.598 | 0.445 | 0.494 | 0.930 | 0.971 | 0.699 | ||||
| ACCESS-CM2_CMIP6 | [-] | 51.8 | 51.8 | 53.9 | -2.11 | 6.66 | 0.621 | 0.619 | 0.480 | 0.932 | 0.992 | 0.734 | ||||
| ACCESS-ESM1-5_BARPA | [-] | 56.4 | 56.8 | 53.2 | 3.59 | 7.56 | 0.580 | 0.588 | 0.496 | 0.931 | 0.954 | 0.724 | ||||
| ACCESS-ESM1-5_CCAM | [-] | 61.2 | 61.5 | 53.2 | 8.36 | 11.7 | 0.514 | 0.325 | 0.388 | 0.921 | 0.956 | 0.627 | ||||
| ACCESS-ESM1-5_CMIP6 | [-] | 54.6 | 54.6 | 53.7 | 0.890 | 7.08 | 0.535 | 0.650 | 0.459 | 0.937 | 0.992 | 0.735 | ||||
| CESM2_BARPA | [-] | 52.7 | 53.1 | 53.2 | -0.0482 | 7.49 | 0.657 | 0.603 | 0.441 | 0.908 | 0.914 | 0.694 | ||||
| CESM2_CCAM | [-] | 50.3 | 50.8 | 53.2 | -2.36 | 7.92 | 0.784 | 0.525 | 0.499 | 0.911 | 0.803 | 0.669 | ||||
| CMCC-ESM2_BARPA | [-] | 53.0 | 53.5 | 53.2 | 0.309 | 7.95 | 0.417 | 0.581 | 0.434 | 0.941 | 0.901 | 0.692 | ||||
| CMCC-ESM2_CCAM | [-] | 63.4 | 63.7 | 53.2 | 10.6 | 13.2 | 0.550 | 0.269 | 0.400 | 0.903 | 0.985 | 0.619 | ||||
| CMCC-ESM2_CMIP6 | [-] | 58.4 | 58.4 | 53.0 | 5.36 | 10.8 | 0.604 | 0.497 | 0.357 | 0.895 | 0.969 | 0.651 | ||||
| CNRM-ESM2-1_CCAM | [-] | 61.9 | 62.2 | 53.2 | 9.06 | 12.4 | 0.458 | 0.319 | 0.384 | 0.931 | 0.960 | 0.629 | ||||
| CNRM-ESM2-1_CMIP6 | [-] | 48.0 | 48.0 | 53.7 | -5.75 | 8.62 | 0.553 | 0.435 | 0.577 | 0.942 | 0.873 | 0.699 | ||||
| EC-Earth3_BARPA | [-] | 53.5 | 54.0 | 53.2 | 0.804 | 7.89 | 0.436 | 0.572 | 0.457 | 0.931 | 0.879 | 0.690 | ||||
| EC-Earth3_CCAM | [-] | 62.6 | 62.9 | 53.2 | 9.71 | 13.9 | 0.581 | 0.305 | 0.316 | 0.918 | 0.918 | 0.593 | ||||
| EC-Earth3_CMIP6 | [-] | 55.3 | 55.3 | 53.0 | 2.29 | 12.9 | 0.712 | 0.620 | 0.212 | 0.913 | 0.985 | 0.646 | ||||
| ERA5_BARPA | [-] | 56.3 | 56.7 | 53.2 | 3.50 | 7.70 | 0.282 | 0.587 | 0.479 | 0.955 | 0.948 | 0.722 | ||||
| ERA5_CCAM | [-] | 63.3 | 63.6 | 53.2 | 10.4 | 12.9 | 0.524 | 0.266 | 0.412 | 0.907 | 0.947 | 0.614 | ||||
| MPI-ESM1-2-HR_BARPA | [-] | 52.5 | 52.9 | 53.2 | -0.229 | 6.67 | 0.605 | 0.557 | 0.562 | 0.914 | 0.876 | 0.714 | ||||
| MPI-ESM1-2-HR_CMIP6 | [-] | 42.3 | 42.3 | 53.0 | -10.7 | 12.6 | 0.618 | 0.252 | 0.473 | 0.890 | 0.957 | 0.629 | ||||
| NorESM2-MM_BARPA | [-] | 56.8 | 57.2 | 53.2 | 4.05 | 7.15 | 0.737 | 0.584 | 0.514 | 0.908 | 0.972 | 0.726 | ||||
| NorESM2-MM_CCAM | [-] | 67.4 | 67.7 | 53.2 | 14.5 | 15.7 | 0.546 | 0.149 | 0.466 | 0.904 | 0.996 | 0.611 | ||||
| NorESM2-MM_CMIP6 | [-] | 55.6 | 55.6 | 53.0 | 2.62 | 5.80 | 0.719 | 0.606 | 0.619 | 0.887 | 0.998 | 0.757 |
Download Data |
Period Mean (original grids) [%] |
Model Period Mean (intersection) [%] |
Benchmark Period Mean (intersection) [%] |
Model Period Mean (complement) [%] |
Benchmark Period Mean (complement) [%] |
Bias [%] |
RMSE [%] |
Phase Shift [months] |
Bias Score [1] |
RMSE Score [1] |
Seasonal Cycle Score [1] |
Spatial Distribution Score [1] |
Overall Score [1] |
|||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Benchmark | [-] | 57.7 | ||||||||||||||
| ACCESS-CM2_BARPA | [-] | 62.4 | 62.3 | 57.7 | 4.55 | 6.87 | 0.278 | 0.724 | 0.846 | 0.982 | 0.964 | 0.875 | ||||
| ACCESS-CM2_CCAM | [-] | 65.5 | 65.3 | 57.7 | 7.62 | 10.7 | 0.295 | 0.654 | 0.673 | 0.981 | 0.932 | 0.795 | ||||
| ACCESS-CM2_CMIP6 | [-] | 63.8 | 63.8 | 57.2 | 6.58 | 10.7 | 0.0497 | 0.648 | 0.628 | 0.997 | 0.906 | 0.776 | ||||
| ACCESS-ESM1-5_BARPA | [-] | 60.7 | 60.5 | 57.7 | 2.78 | 7.07 | 0.580 | 0.692 | 0.846 | 0.962 | 0.941 | 0.859 | ||||
| ACCESS-ESM1-5_CCAM | [-] | 63.9 | 63.7 | 57.7 | 6.02 | 9.74 | 0.244 | 0.699 | 0.695 | 0.984 | 0.930 | 0.812 | ||||
| ACCESS-ESM1-5_CMIP6 | [-] | 62.5 | 62.5 | 58.0 | 4.46 | 8.29 | 0.225 | 0.718 | 0.658 | 0.985 | 0.991 | 0.818 | ||||
| CESM2_BARPA | [-] | 61.5 | 61.3 | 57.7 | 3.64 | 6.78 | 0.346 | 0.709 | 0.862 | 0.977 | 0.941 | 0.871 | ||||
| CESM2_CCAM | [-] | 59.0 | 58.8 | 57.7 | 1.06 | 8.42 | 0.502 | 0.645 | 0.764 | 0.966 | 0.866 | 0.805 | ||||
| CMCC-ESM2_BARPA | [-] | 61.5 | 61.4 | 57.7 | 3.64 | 6.90 | 0.794 | 0.718 | 0.831 | 0.946 | 0.947 | 0.857 | ||||
| CMCC-ESM2_CCAM | [-] | 67.1 | 66.9 | 57.7 | 9.17 | 10.6 | 0.762 | 0.598 | 0.793 | 0.950 | 0.902 | 0.809 | ||||
| CMCC-ESM2_CMIP6 | [-] | 64.8 | 64.8 | 58.1 | 6.71 | 9.63 | 0.694 | 0.628 | 0.720 | 0.953 | 0.836 | 0.777 | ||||
| CNRM-ESM2-1_CCAM | [-] | 60.7 | 60.5 | 57.7 | 2.74 | 8.90 | 0.505 | 0.686 | 0.702 | 0.967 | 0.944 | 0.811 | ||||
| CNRM-ESM2-1_CMIP6 | [-] | 56.0 | 56.0 | 58.0 | -2.01 | 8.76 | 0.234 | 0.576 | 0.756 | 0.985 | 0.899 | 0.799 | ||||
| EC-Earth3_BARPA | [-] | 58.0 | 57.8 | 57.7 | 0.0730 | 7.36 | 0.151 | 0.651 | 0.853 | 0.990 | 0.944 | 0.859 | ||||
| EC-Earth3_CCAM | [-] | 58.9 | 58.7 | 57.7 | 0.961 | 8.86 | 0.128 | 0.636 | 0.750 | 0.991 | 0.895 | 0.810 | ||||
| EC-Earth3_CMIP6 | [-] | 53.5 | 53.5 | 57.6 | -4.12 | 9.87 | 0.0874 | 0.530 | 0.749 | 0.995 | 0.965 | 0.803 | ||||
| ERA5_BARPA | [-] | 63.0 | 62.9 | 57.7 | 5.15 | 6.86 | 0.191 | 0.724 | 0.861 | 0.987 | 0.965 | 0.882 | ||||
| ERA5_CCAM | [-] | 64.2 | 64.0 | 57.7 | 6.27 | 9.29 | 0.129 | 0.687 | 0.755 | 0.992 | 0.921 | 0.829 | ||||
| MPI-ESM1-2-HR_BARPA | [-] | 58.3 | 58.2 | 57.7 | 0.449 | 7.16 | 0.0281 | 0.670 | 0.839 | 0.999 | 0.941 | 0.859 | ||||
| MPI-ESM1-2-HR_CMIP6 | [-] | 51.5 | 51.5 | 57.7 | -6.24 | 11.4 | 0.0190 | 0.475 | 0.706 | 0.999 | 0.932 | 0.770 | ||||
| NorESM2-MM_BARPA | [-] | 64.0 | 63.8 | 57.7 | 6.11 | 7.66 | 0.792 | 0.703 | 0.814 | 0.947 | 0.973 | 0.854 | ||||
| NorESM2-MM_CCAM | [-] | 67.3 | 67.1 | 57.7 | 9.41 | 10.9 | 0.910 | 0.571 | 0.754 | 0.939 | 0.961 | 0.800 | ||||
| NorESM2-MM_CMIP6 | [-] | 61.8 | 61.8 | 58.1 | 3.67 | 9.81 | 0.292 | 0.722 | 0.575 | 0.980 | 0.949 | 0.781 |
Download Data |
Period Mean (original grids) [%] |
Model Period Mean (intersection) [%] |
Benchmark Period Mean (intersection) [%] |
Model Period Mean (complement) [%] |
Benchmark Period Mean (complement) [%] |
Bias [%] |
RMSE [%] |
Phase Shift [months] |
Bias Score [1] |
RMSE Score [1] |
Seasonal Cycle Score [1] |
Spatial Distribution Score [1] |
Overall Score [1] |
|||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Benchmark | [-] | 42.0 | ||||||||||||||
| ACCESS-CM2_BARPA | [-] | 43.2 | 43.2 | 42.0 | 1.27 | 5.27 | 0.564 | 0.670 | 0.657 | 0.941 | 0.985 | 0.806 | ||||
| ACCESS-CM2_CCAM | [-] | 47.0 | 47.0 | 42.0 | 5.07 | 7.48 | 0.266 | 0.551 | 0.565 | 0.966 | 0.986 | 0.754 | ||||
| ACCESS-CM2_CMIP6 | [-] | 41.7 | 41.7 | 42.0 | -0.346 | 6.39 | 0.317 | 0.697 | 0.529 | 0.962 | 0.990 | 0.780 | ||||
| ACCESS-ESM1-5_BARPA | [-] | 41.2 | 41.2 | 42.0 | -0.767 | 5.35 | 0.956 | 0.649 | 0.655 | 0.915 | 0.962 | 0.792 | ||||
| ACCESS-ESM1-5_CCAM | [-] | 46.8 | 46.8 | 42.0 | 4.82 | 8.33 | 0.413 | 0.513 | 0.536 | 0.945 | 0.971 | 0.729 | ||||
| ACCESS-ESM1-5_CMIP6 | [-] | 44.6 | 44.6 | 42.2 | 2.37 | 7.45 | 0.387 | 0.611 | 0.497 | 0.943 | 0.994 | 0.745 | ||||
| CESM2_BARPA | [-] | 40.3 | 40.3 | 42.0 | -1.63 | 6.30 | 0.680 | 0.591 | 0.603 | 0.930 | 0.918 | 0.764 | ||||
| CESM2_CCAM | [-] | 37.5 | 37.5 | 42.0 | -4.46 | 7.34 | 0.728 | 0.548 | 0.585 | 0.906 | 0.909 | 0.744 | ||||
| CMCC-ESM2_BARPA | [-] | 40.2 | 40.2 | 42.0 | -1.73 | 7.54 | 0.758 | 0.579 | 0.509 | 0.915 | 0.915 | 0.730 | ||||
| CMCC-ESM2_CCAM | [-] | 52.8 | 52.8 | 42.0 | 10.9 | 12.4 | 1.01 | 0.311 | 0.535 | 0.844 | 0.990 | 0.663 | ||||
| CMCC-ESM2_CMIP6 | [-] | 51.2 | 51.2 | 42.3 | 8.92 | 11.6 | 1.46 | 0.394 | 0.457 | 0.758 | 0.830 | 0.608 | ||||
| CNRM-ESM2-1_CCAM | [-] | 47.3 | 47.3 | 42.0 | 5.35 | 7.76 | 0.552 | 0.543 | 0.572 | 0.918 | 0.998 | 0.747 | ||||
| CNRM-ESM2-1_CMIP6 | [-] | 36.2 | 36.2 | 42.0 | -5.77 | 7.25 | 0.236 | 0.502 | 0.640 | 0.974 | 0.997 | 0.772 | ||||
| EC-Earth3_BARPA | [-] | 36.6 | 36.6 | 42.0 | -5.38 | 7.06 | 0.379 | 0.498 | 0.686 | 0.960 | 0.902 | 0.772 | ||||
| EC-Earth3_CCAM | [-] | 43.0 | 43.1 | 42.0 | 1.12 | 6.57 | 1.09 | 0.690 | 0.532 | 0.836 | 0.992 | 0.752 | ||||
| EC-Earth3_CMIP6 | [-] | 38.5 | 38.5 | 42.1 | -3.60 | 8.29 | 1.22 | 0.612 | 0.477 | 0.809 | 0.997 | 0.715 | ||||
| ERA5_BARPA | [-] | 42.3 | 42.3 | 42.0 | 0.336 | 5.59 | 0.210 | 0.660 | 0.631 | 0.970 | 0.951 | 0.800 | ||||
| ERA5_CCAM | [-] | 46.8 | 46.8 | 42.0 | 4.85 | 7.01 | 0.323 | 0.548 | 0.632 | 0.945 | 0.979 | 0.768 | ||||
| MPI-ESM1-2-HR_BARPA | [-] | 37.4 | 37.4 | 42.0 | -4.55 | 6.61 | 0.235 | 0.511 | 0.700 | 0.973 | 0.915 | 0.787 | ||||
| MPI-ESM1-2-HR_CMIP6 | [-] | 31.7 | 31.7 | 42.1 | -10.3 | 11.0 | 0.466 | 0.324 | 0.679 | 0.919 | 0.949 | 0.728 | ||||
| NorESM2-MM_BARPA | [-] | 45.2 | 45.2 | 42.0 | 3.23 | 7.99 | 1.15 | 0.639 | 0.503 | 0.870 | 0.987 | 0.735 | ||||
| NorESM2-MM_CCAM | [-] | 55.8 | 55.8 | 42.0 | 13.8 | 14.8 | 0.975 | 0.223 | 0.550 | 0.886 | 0.970 | 0.654 | ||||
| NorESM2-MM_CMIP6 | [-] | 48.6 | 48.6 | 42.3 | 6.36 | 8.04 | 0.480 | 0.472 | 0.651 | 0.916 | 0.990 | 0.748 |
Download Data |
Period Mean (original grids) [%] |
Model Period Mean (intersection) [%] |
Benchmark Period Mean (intersection) [%] |
Model Period Mean (complement) [%] |
Benchmark Period Mean (complement) [%] |
Bias [%] |
RMSE [%] |
Phase Shift [months] |
Bias Score [1] |
RMSE Score [1] |
Seasonal Cycle Score [1] |
Spatial Distribution Score [1] |
Overall Score [1] |
|||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Benchmark | [-] | 60.4 | ||||||||||||||
| ACCESS-CM2_BARPA | [-] | 76.0 | 76.0 | 60.4 | 15.5 | 16.3 | 0.737 | 0.338 | 0.681 | 0.928 | 0.476 | 0.563 | ||||
| ACCESS-CM2_CCAM | [-] | 79.8 | 79.7 | 60.4 | 19.2 | 19.6 | 0.483 | 0.232 | 0.721 | 0.964 | 0.609 | 0.593 | ||||
| ACCESS-CM2_CMIP6 | [-] | 77.9 | 77.9 | 66.0 | 11.9 | 12.1 | 0.217 | 0.268 | 0.755 | 0.986 | 0.586 | 0.628 | ||||
| ACCESS-ESM1-5_BARPA | [-] | 74.9 | 75.0 | 60.4 | 14.5 | 15.7 | 0.851 | 0.361 | 0.638 | 0.900 | 0.532 | 0.559 | ||||
| ACCESS-ESM1-5_CCAM | [-] | 80.3 | 80.1 | 60.4 | 19.7 | 20.1 | 0.551 | 0.228 | 0.702 | 0.956 | 0.711 | 0.599 | ||||
| ACCESS-ESM1-5_CMIP6 | [-] | 77.8 | 77.8 | 64.5 | 13.2 | 13.7 | 0.242 | 0.270 | 0.639 | 0.983 | 0.946 | 0.628 | ||||
| CESM2_BARPA | [-] | 76.3 | 76.3 | 60.4 | 15.9 | 16.9 | 0.673 | 0.320 | 0.614 | 0.923 | 0.455 | 0.539 | ||||
| CESM2_CCAM | [-] | 78.9 | 78.7 | 60.4 | 18.3 | 19.0 | 0.807 | 0.258 | 0.671 | 0.911 | 0.820 | 0.592 | ||||
| CMCC-ESM2_BARPA | [-] | 76.2 | 76.1 | 60.4 | 15.7 | 16.5 | 0.756 | 0.339 | 0.677 | 0.937 | 0.450 | 0.568 | ||||
| CMCC-ESM2_CCAM | [-] | 82.4 | 82.1 | 60.4 | 21.7 | 22.2 | 0.794 | 0.192 | 0.638 | 0.904 | 0.669 | 0.561 | ||||
| CMCC-ESM2_CMIP6 | [-] | 74.8 | 74.8 | 63.7 | 11.1 | 13.3 | 1.84 | 0.430 | 0.548 | 0.698 | 0.369 | 0.500 | ||||
| CNRM-ESM2-1_CCAM | [-] | 78.4 | 78.1 | 60.4 | 17.6 | 18.1 | 0.666 | 0.303 | 0.704 | 0.953 | 0.822 | 0.626 | ||||
| CNRM-ESM2-1_CMIP6 | [-] | 73.7 | 73.7 | 64.7 | 8.94 | 9.85 | 0.559 | 0.456 | 0.743 | 0.964 | 0.593 | 0.679 | ||||
| EC-Earth3_BARPA | [-] | 74.6 | 74.5 | 60.4 | 14.1 | 15.1 | 0.624 | 0.385 | 0.685 | 0.937 | 0.586 | 0.581 | ||||
| EC-Earth3_CCAM | [-] | 79.1 | 78.8 | 60.4 | 18.3 | 18.9 | 0.693 | 0.280 | 0.680 | 0.928 | 0.805 | 0.600 | ||||
| EC-Earth3_CMIP6 | [-] | 70.2 | 70.2 | 62.5 | 7.77 | 9.93 | 0.666 | 0.527 | 0.686 | 0.932 | 0.878 | 0.659 | ||||
| ERA5_BARPA | [-] | 77.1 | 77.0 | 60.4 | 16.6 | 17.1 | 0.525 | 0.308 | 0.705 | 0.956 | 0.418 | 0.562 | ||||
| ERA5_CCAM | [-] | 81.2 | 80.9 | 60.4 | 20.5 | 20.8 | 0.272 | 0.215 | 0.717 | 0.982 | 0.704 | 0.600 | ||||
| MPI-ESM1-2-HR_BARPA | [-] | 73.3 | 73.4 | 60.4 | 12.9 | 14.3 | 0.611 | 0.393 | 0.682 | 0.938 | 0.643 | 0.596 | ||||
| MPI-ESM1-2-HR_CMIP6 | [-] | 70.1 | 70.1 | 61.7 | 8.45 | 10.6 | 0.160 | 0.463 | 0.688 | 0.989 | 0.992 | 0.666 | ||||
| NorESM2-MM_BARPA | [-] | 77.2 | 77.2 | 60.4 | 16.8 | 17.5 | 0.738 | 0.298 | 0.668 | 0.918 | 0.397 | 0.544 | ||||
| NorESM2-MM_CCAM | [-] | 81.5 | 81.3 | 60.4 | 20.9 | 21.3 | 0.619 | 0.193 | 0.694 | 0.946 | 0.641 | 0.583 | ||||
| NorESM2-MM_CMIP6 | [-] | 73.8 | 73.8 | 63.7 | 10.1 | 12.9 | 0.887 | 0.463 | 0.530 | 0.869 | 0.446 | 0.534 |
Download Data |
Period Mean (original grids) [%] |
Model Period Mean (intersection) [%] |
Benchmark Period Mean (intersection) [%] |
Model Period Mean (complement) [%] |
Benchmark Period Mean (complement) [%] |
Bias [%] |
RMSE [%] |
Phase Shift [months] |
Bias Score [1] |
RMSE Score [1] |
Seasonal Cycle Score [1] |
Spatial Distribution Score [1] |
Overall Score [1] |
|||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Benchmark | [-] | 55.9 | ||||||||||||||
| ACCESS-CM2_BARPA | [-] | 62.4 | 62.4 | 55.9 | 6.49 | 7.30 | 0.260 | 0.536 | 0.770 | 0.982 | 0.994 | 0.812 | ||||
| ACCESS-CM2_CCAM | [-] | 61.7 | 61.8 | 55.9 | 5.84 | 7.25 | 0.187 | 0.564 | 0.722 | 0.988 | 0.963 | 0.802 | ||||
| ACCESS-CM2_CMIP6 | [-] | 60.2 | 60.2 | 58.8 | 1.34 | 5.16 | 0.0609 | 0.779 | 0.660 | 0.997 | 0.997 | 0.840 | ||||
| ACCESS-ESM1-5_BARPA | [-] | 60.6 | 60.6 | 55.9 | 4.68 | 5.85 | 0.354 | 0.615 | 0.771 | 0.975 | 0.964 | 0.819 | ||||
| ACCESS-ESM1-5_CCAM | [-] | 60.9 | 60.9 | 55.9 | 4.97 | 6.78 | 0.163 | 0.586 | 0.750 | 0.987 | 0.922 | 0.804 | ||||
| ACCESS-ESM1-5_CMIP6 | [-] | 57.8 | 57.8 | 57.3 | 0.538 | 4.33 | 0.193 | 0.796 | 0.722 | 0.989 | 0.993 | 0.862 | ||||
| CESM2_BARPA | [-] | 62.2 | 62.1 | 55.9 | 6.20 | 7.30 | 0.243 | 0.544 | 0.751 | 0.981 | 0.956 | 0.797 | ||||
| CESM2_CCAM | [-] | 62.1 | 62.1 | 55.9 | 6.12 | 7.86 | 0.411 | 0.549 | 0.701 | 0.970 | 0.837 | 0.772 | ||||
| CMCC-ESM2_BARPA | [-] | 61.6 | 61.6 | 55.9 | 5.63 | 6.73 | 0.371 | 0.574 | 0.755 | 0.976 | 0.964 | 0.803 | ||||
| CMCC-ESM2_CCAM | [-] | 64.9 | 65.0 | 55.9 | 9.03 | 9.80 | 0.427 | 0.434 | 0.744 | 0.972 | 0.988 | 0.778 | ||||
| CMCC-ESM2_CMIP6 | [-] | 60.6 | 60.6 | 57.3 | 3.38 | 5.67 | 0.545 | 0.692 | 0.696 | 0.932 | 0.994 | 0.810 | ||||
| CNRM-ESM2-1_CCAM | [-] | 62.7 | 62.7 | 55.9 | 6.78 | 7.55 | 0.244 | 0.520 | 0.770 | 0.983 | 0.989 | 0.818 | ||||
| CNRM-ESM2-1_CMIP6 | [-] | 56.5 | 56.5 | 56.9 | -0.372 | 5.29 | 0.242 | 0.725 | 0.712 | 0.984 | 0.984 | 0.845 | ||||
| EC-Earth3_BARPA | [-] | 59.6 | 59.7 | 55.9 | 3.74 | 5.60 | 0.272 | 0.669 | 0.722 | 0.973 | 0.958 | 0.820 | ||||
| EC-Earth3_CCAM | [-] | 60.4 | 60.5 | 55.9 | 4.53 | 6.00 | 0.261 | 0.618 | 0.747 | 0.981 | 0.916 | 0.818 | ||||
| EC-Earth3_CMIP6 | [-] | 56.4 | 56.4 | 56.2 | 0.140 | 4.48 | 0.320 | 0.815 | 0.705 | 0.964 | 0.966 | 0.836 | ||||
| ERA5_BARPA | [-] | 62.8 | 62.7 | 55.9 | 6.81 | 7.35 | 0.255 | 0.525 | 0.795 | 0.982 | 0.996 | 0.816 | ||||
| ERA5_CCAM | [-] | 61.5 | 61.5 | 55.9 | 5.57 | 6.37 | 0.262 | 0.575 | 0.814 | 0.982 | 0.962 | 0.827 | ||||
| MPI-ESM1-2-HR_BARPA | [-] | 60.5 | 60.5 | 55.9 | 4.56 | 5.75 | 0.220 | 0.621 | 0.774 | 0.985 | 0.961 | 0.830 | ||||
| MPI-ESM1-2-HR_CMIP6 | [-] | 53.1 | 53.1 | 56.4 | -3.32 | 5.46 | 0.138 | 0.718 | 0.730 | 0.991 | 0.979 | 0.839 | ||||
| NorESM2-MM_BARPA | [-] | 64.3 | 64.2 | 55.9 | 8.31 | 9.00 | 0.295 | 0.465 | 0.756 | 0.979 | 0.999 | 0.787 | ||||
| NorESM2-MM_CCAM | [-] | 64.5 | 64.6 | 55.9 | 8.63 | 9.91 | 0.377 | 0.458 | 0.705 | 0.975 | 0.989 | 0.763 | ||||
| NorESM2-MM_CMIP6 | [-] | 59.3 | 59.3 | 57.3 | 2.07 | 7.12 | 0.949 | 0.714 | 0.585 | 0.880 | 0.998 | 0.758 |
Download Data |
Period Mean (original grids) [%] |
Model Period Mean (intersection) [%] |
Benchmark Period Mean (intersection) [%] |
Model Period Mean (complement) [%] |
Benchmark Period Mean (complement) [%] |
Bias [%] |
RMSE [%] |
Phase Shift [months] |
Bias Score [1] |
RMSE Score [1] |
Seasonal Cycle Score [1] |
Spatial Distribution Score [1] |
Overall Score [1] |
|||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Benchmark | [-] | 70.2 | ||||||||||||||
| ACCESS-CM2_BARPA | [-] | 73.7 | 73.6 | 70.2 | 3.38 | 4.86 | 0.735 | 0.613 | 0.670 | 0.936 | 0.957 | 0.780 | ||||
| ACCESS-CM2_CCAM | [-] | 75.9 | 75.9 | 70.2 | 5.67 | 7.17 | 0.948 | 0.442 | 0.535 | 0.935 | 0.979 | 0.702 | ||||
| ACCESS-CM2_CMIP6 | [-] | 70.8 | 70.8 | 73.4 | -2.56 | 6.52 | 0.790 | 0.410 | 0.524 | 0.948 | 0.710 | 0.634 | ||||
| ACCESS-ESM1-5_BARPA | [-] | 74.5 | 74.3 | 70.2 | 4.13 | 5.16 | 0.273 | 0.580 | 0.679 | 0.974 | 0.968 | 0.787 | ||||
| ACCESS-ESM1-5_CCAM | [-] | 78.6 | 78.5 | 70.2 | 8.34 | 9.53 | 0.526 | 0.269 | 0.508 | 0.955 | 0.995 | 0.663 | ||||
| ACCESS-ESM1-5_CMIP6 | [-] | 72.9 | 72.9 | 74.6 | -1.74 | 5.23 | 0.504 | 0.642 | 0.406 | 0.932 | 0.457 | 0.587 | ||||
| CESM2_BARPA | [-] | 71.6 | 71.5 | 70.2 | 1.30 | 4.88 | 0.440 | 0.659 | 0.545 | 0.939 | 0.990 | 0.757 | ||||
| CESM2_CCAM | [-] | 75.9 | 75.8 | 70.2 | 5.55 | 7.34 | 1.14 | 0.459 | 0.516 | 0.899 | 0.959 | 0.687 | ||||
| CMCC-ESM2_BARPA | [-] | 72.2 | 72.2 | 70.2 | 1.97 | 4.82 | 0.188 | 0.666 | 0.565 | 0.978 | 0.968 | 0.769 | ||||
| CMCC-ESM2_CCAM | [-] | 79.3 | 79.1 | 70.2 | 8.85 | 9.78 | 0.358 | 0.249 | 0.549 | 0.960 | 0.999 | 0.674 | ||||
| CMCC-ESM2_CMIP6 | [-] | 69.4 | 69.4 | 71.7 | -2.31 | 4.71 | 0.549 | 0.502 | 0.613 | 0.918 | 0.993 | 0.741 | ||||
| CNRM-ESM2-1_CCAM | [-] | 76.5 | 76.4 | 70.2 | 6.21 | 7.78 | 0.359 | 0.425 | 0.535 | 0.977 | 0.992 | 0.710 | ||||
| CNRM-ESM2-1_CMIP6 | [-] | 66.0 | 66.0 | 73.9 | -7.90 | 8.87 | 0.656 | 0.347 | 0.490 | 0.957 | 0.845 | 0.641 | ||||
| EC-Earth3_BARPA | [-] | 73.6 | 73.5 | 70.2 | 3.34 | 5.01 | 0.275 | 0.620 | 0.582 | 0.969 | 0.994 | 0.768 | ||||
| EC-Earth3_CCAM | [-] | 80.0 | 79.7 | 70.2 | 9.55 | 10.6 | 0.317 | 0.205 | 0.497 | 0.964 | 0.966 | 0.640 | ||||
| EC-Earth3_CMIP6 | [-] | 71.5 | 71.5 | 70.1 | 1.41 | 8.00 | 0.857 | 0.611 | 0.324 | 0.916 | 0.989 | 0.667 | ||||
| ERA5_BARPA | [-] | 74.7 | 74.6 | 70.2 | 4.36 | 5.49 | 0.145 | 0.550 | 0.622 | 0.982 | 0.993 | 0.768 | ||||
| ERA5_CCAM | [-] | 79.9 | 79.6 | 70.2 | 9.43 | 10.2 | 0.273 | 0.220 | 0.566 | 0.961 | 0.993 | 0.672 | ||||
| MPI-ESM1-2-HR_BARPA | [-] | 72.3 | 72.2 | 70.2 | 2.00 | 4.38 | 0.294 | 0.653 | 0.668 | 0.970 | 0.965 | 0.798 | ||||
| MPI-ESM1-2-HR_CMIP6 | [-] | 62.7 | 62.7 | 72.7 | -9.95 | 11.2 | 0.931 | 0.187 | 0.550 | 0.866 | 0.913 | 0.620 | ||||
| NorESM2-MM_BARPA | [-] | 73.8 | 73.6 | 70.2 | 3.39 | 4.92 | 0.377 | 0.630 | 0.589 | 0.954 | 0.999 | 0.770 | ||||
| NorESM2-MM_CCAM | [-] | 82.2 | 82.0 | 70.2 | 11.8 | 12.4 | 0.440 | 0.142 | 0.565 | 0.940 | 0.972 | 0.645 | ||||
| NorESM2-MM_CMIP6 | [-] | 72.4 | 72.4 | 71.7 | 0.738 | 3.27 | 0.323 | 0.666 | 0.653 | 0.949 | 0.938 | 0.785 |
Download Data |
Period Mean (original grids) [%] |
Model Period Mean (intersection) [%] |
Benchmark Period Mean (intersection) [%] |
Model Period Mean (complement) [%] |
Benchmark Period Mean (complement) [%] |
Bias [%] |
RMSE [%] |
Phase Shift [months] |
Bias Score [1] |
RMSE Score [1] |
Seasonal Cycle Score [1] |
Spatial Distribution Score [1] |
Overall Score [1] |
|||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Benchmark | [-] | 87.8 | ||||||||||||||
| ACCESS-CM2_BARPA | [-] | 74.0 | 73.8 | 87.7 | 94.0 | -13.8 | 15.9 | 1.64 | 0.0697 | 0.522 | 0.766 | 0.754 | 0.527 | |||
| ACCESS-CM2_CCAM | [-] | 74.9 | 74.9 | 87.6 | 94.5 | -12.7 | 15.7 | 1.91 | 0.0606 | 0.502 | 0.703 | 0.692 | 0.492 | |||
| ACCESS-CM2_CMIP6 | [-] | 72.5 | 72.3 | 87.6 | 75.8 | -15.3 | 16.7 | 1.84 | 0.0573 | 0.275 | 0.716 | 0.812 | 0.427 | |||
| ACCESS-ESM1-5_BARPA | [-] | 73.9 | 73.7 | 87.7 | 94.0 | -14.0 | 15.9 | 1.61 | 0.0685 | 0.497 | 0.779 | 0.788 | 0.526 | |||
| ACCESS-ESM1-5_CCAM | [-] | 75.4 | 75.3 | 87.6 | 94.5 | -12.3 | 15.5 | 1.76 | 0.0569 | 0.497 | 0.739 | 0.707 | 0.499 | |||
| ACCESS-ESM1-5_CMIP6 | [-] | 74.5 | 74.3 | 87.5 | 78.5 | -13.2 | 15.5 | 2.00 | 0.0591 | 0.229 | 0.684 | 0.805 | 0.401 | |||
| CESM2_BARPA | [-] | 73.4 | 73.3 | 87.7 | 94.0 | -14.4 | 16.2 | 1.60 | 0.0675 | 0.468 | 0.760 | 0.812 | 0.515 | |||
| CESM2_CCAM | [-] | 72.7 | 72.6 | 87.6 | 94.5 | -15.0 | 16.7 | 1.81 | 0.0570 | 0.428 | 0.724 | 0.860 | 0.500 | |||
| CMCC-ESM2_BARPA | [-] | 73.7 | 73.5 | 87.7 | 94.0 | -14.2 | 16.1 | 1.66 | 0.0687 | 0.472 | 0.755 | 0.815 | 0.516 | |||
| CMCC-ESM2_CCAM | [-] | 74.2 | 74.2 | 87.6 | 94.5 | -13.4 | 17.5 | 1.94 | 0.0481 | 0.472 | 0.696 | 0.549 | 0.447 | |||
| CMCC-ESM2_CMIP6 | [-] | 76.2 | 76.0 | 87.6 | 80.1 | -11.6 | 14.8 | 1.76 | 0.0495 | 0.293 | 0.732 | 0.683 | 0.410 | |||
| CNRM-ESM2-1_CCAM | [-] | 75.6 | 75.6 | 87.6 | 94.5 | -12.1 | 15.2 | 2.07 | 0.0583 | 0.516 | 0.661 | 0.713 | 0.493 | |||
| CNRM-ESM2-1_CMIP6 | [-] | 75.5 | 75.0 | 87.5 | 81.7 | -12.5 | 13.6 | 1.80 | 0.0559 | 0.254 | 0.719 | 0.950 | 0.446 | |||
| EC-Earth3_BARPA | [-] | 72.8 | 72.7 | 87.7 | 94.0 | -15.0 | 16.5 | 1.31 | 0.0648 | 0.496 | 0.821 | 0.854 | 0.546 | |||
| EC-Earth3_CCAM | [-] | 73.6 | 73.6 | 87.6 | 94.5 | -14.0 | 16.7 | 1.78 | 0.0637 | 0.461 | 0.741 | 0.758 | 0.497 | |||
| EC-Earth3_CMIP6 | [-] | 75.7 | 75.5 | 87.6 | 81.4 | -12.1 | 13.8 | 1.68 | 0.0691 | 0.289 | 0.761 | 0.908 | 0.463 | |||
| ERA5_BARPA | [-] | 73.9 | 73.7 | 87.7 | 94.0 | -13.9 | 15.9 | 1.53 | 0.0712 | 0.528 | 0.770 | 0.771 | 0.534 | |||
| ERA5_CCAM | [-] | 74.8 | 74.7 | 87.6 | 94.5 | -12.9 | 16.0 | 1.79 | 0.0570 | 0.533 | 0.716 | 0.697 | 0.507 | |||
| MPI-ESM1-2-HR_BARPA | [-] | 73.7 | 73.5 | 87.7 | 94.0 | -14.2 | 15.6 | 1.56 | 0.0648 | 0.512 | 0.771 | 0.865 | 0.545 | |||
| MPI-ESM1-2-HR_CMIP6 | [-] | 69.3 | 69.0 | 87.6 | 75.3 | -18.5 | 19.3 | 1.57 | 0.0371 | 0.300 | 0.770 | 0.933 | 0.468 | |||
| NorESM2-MM_BARPA | [-] | 73.8 | 73.6 | 87.7 | 94.0 | -14.0 | 16.5 | 1.60 | 0.0678 | 0.476 | 0.769 | 0.714 | 0.500 | |||
| NorESM2-MM_CCAM | [-] | 78.4 | 78.4 | 87.6 | 94.5 | -9.25 | 14.2 | 1.84 | 0.0403 | 0.506 | 0.712 | 0.545 | 0.462 | |||
| NorESM2-MM_CMIP6 | [-] | 75.5 | 75.3 | 87.6 | 79.2 | -12.3 | 14.6 | 1.45 | 0.0574 | 0.343 | 0.787 | 0.729 | 0.452 |
Download Data |
Period Mean (original grids) [%] |
Model Period Mean (intersection) [%] |
Benchmark Period Mean (intersection) [%] |
Model Period Mean (complement) [%] |
Benchmark Period Mean (complement) [%] |
Bias [%] |
RMSE [%] |
Phase Shift [months] |
Bias Score [1] |
RMSE Score [1] |
Seasonal Cycle Score [1] |
Spatial Distribution Score [1] |
Overall Score [1] |
|||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Benchmark | [-] | 91.3 | ||||||||||||||
| ACCESS-CM2_BARPA | [-] | 77.9 | 77.9 | 91.3 | 93.7 | -13.4 | 15.2 | 1.95 | 0.0731 | 0.402 | 0.717 | 0.646 | 0.448 | |||
| ACCESS-CM2_CCAM | [-] | 78.1 | 78.1 | 91.3 | 93.7 | -13.2 | 15.7 | 2.48 | 0.0670 | 0.421 | 0.615 | 0.766 | 0.458 | |||
| ACCESS-CM2_CMIP6 | [-] | 75.1 | 75.1 | 91.3 | -16.2 | 16.9 | 2.26 | 0.0303 | 0.218 | 0.657 | 0.801 | 0.385 | ||||
| ACCESS-ESM1-5_BARPA | [-] | 77.8 | 77.8 | 91.3 | 93.7 | -13.5 | 15.4 | 1.95 | 0.0710 | 0.379 | 0.718 | 0.645 | 0.438 | |||
| ACCESS-ESM1-5_CCAM | [-] | 78.6 | 78.6 | 91.3 | 93.7 | -12.7 | 15.3 | 2.28 | 0.0661 | 0.446 | 0.655 | 0.737 | 0.470 | |||
| ACCESS-ESM1-5_CMIP6 | [-] | 78.2 | 78.3 | 91.3 | 77.4 | -13.0 | 15.4 | 2.83 | 0.0414 | 0.169 | 0.535 | 0.989 | 0.381 | |||
| CESM2_BARPA | [-] | 77.4 | 77.4 | 91.3 | 93.7 | -13.9 | 15.5 | 2.63 | 0.0749 | 0.364 | 0.572 | 0.661 | 0.407 | |||
| CESM2_CCAM | [-] | 74.9 | 74.9 | 91.3 | 93.7 | -16.4 | 18.3 | 2.83 | 0.0525 | 0.270 | 0.543 | 0.790 | 0.385 | |||
| CMCC-ESM2_BARPA | [-] | 78.0 | 77.9 | 91.3 | 93.7 | -13.3 | 15.0 | 2.40 | 0.0787 | 0.406 | 0.621 | 0.630 | 0.429 | |||
| CMCC-ESM2_CCAM | [-] | 76.3 | 76.3 | 91.3 | 93.7 | -15.0 | 17.3 | 2.71 | 0.0675 | 0.406 | 0.552 | 0.838 | 0.454 | |||
| CMCC-ESM2_CMIP6 | [-] | 80.4 | 80.4 | 91.2 | 80.9 | -10.9 | 12.7 | 2.17 | 0.0504 | 0.274 | 0.660 | 0.810 | 0.414 | |||
| CNRM-ESM2-1_CCAM | [-] | 79.6 | 79.6 | 91.3 | 93.7 | -11.7 | 14.5 | 1.82 | 0.0634 | 0.471 | 0.717 | 0.756 | 0.496 | |||
| CNRM-ESM2-1_CMIP6 | [-] | 80.2 | 80.1 | 91.1 | 81.5 | -11.0 | 12.7 | 1.94 | 0.0554 | 0.122 | 0.708 | 0.973 | 0.396 | |||
| EC-Earth3_BARPA | [-] | 77.5 | 77.5 | 91.3 | 93.7 | -13.8 | 15.5 | 1.91 | 0.0734 | 0.364 | 0.721 | 0.613 | 0.427 | |||
| EC-Earth3_CCAM | [-] | 77.3 | 77.3 | 91.3 | 93.7 | -14.0 | 16.7 | 2.38 | 0.0620 | 0.399 | 0.633 | 0.821 | 0.463 | |||
| EC-Earth3_CMIP6 | [-] | 82.2 | 82.1 | 91.3 | 83.6 | -9.18 | 11.1 | 2.18 | 0.0707 | 0.216 | 0.676 | 0.708 | 0.377 | |||
| ERA5_BARPA | [-] | 78.2 | 78.2 | 91.3 | 93.7 | -13.1 | 15.0 | 2.15 | 0.0776 | 0.443 | 0.668 | 0.650 | 0.456 | |||
| ERA5_CCAM | [-] | 77.9 | 77.9 | 91.3 | 93.7 | -13.4 | 16.0 | 2.17 | 0.0631 | 0.464 | 0.665 | 0.792 | 0.490 | |||
| MPI-ESM1-2-HR_BARPA | [-] | 78.2 | 78.1 | 91.3 | 93.7 | -13.1 | 14.9 | 2.28 | 0.0729 | 0.367 | 0.645 | 0.668 | 0.424 | |||
| MPI-ESM1-2-HR_CMIP6 | [-] | 72.5 | 72.5 | 91.3 | 72.9 | -18.7 | 20.0 | 2.02 | 0.0304 | 0.184 | 0.694 | 0.972 | 0.413 | |||
| NorESM2-MM_BARPA | [-] | 77.6 | 77.6 | 91.3 | 93.7 | -13.7 | 15.5 | 2.50 | 0.0730 | 0.405 | 0.589 | 0.644 | 0.423 | |||
| NorESM2-MM_CCAM | [-] | 82.2 | 82.2 | 91.3 | 93.7 | -9.12 | 12.4 | 3.08 | 0.0598 | 0.453 | 0.472 | 0.536 | 0.395 | |||
| NorESM2-MM_CMIP6 | [-] | 79.7 | 79.6 | 91.2 | 79.9 | -11.6 | 13.0 | 2.12 | 0.0579 | 0.292 | 0.673 | 0.717 | 0.407 |
Download Data |
Period Mean (original grids) [%] |
Model Period Mean (intersection) [%] |
Benchmark Period Mean (intersection) [%] |
Model Period Mean (complement) [%] |
Benchmark Period Mean (complement) [%] |
Bias [%] |
RMSE [%] |
Phase Shift [months] |
Bias Score [1] |
RMSE Score [1] |
Seasonal Cycle Score [1] |
Spatial Distribution Score [1] |
Overall Score [1] |
|||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Benchmark | [-] | 52.7 | ||||||||||||||
| ACCESS-CM2_BARPA | [-] | 60.7 | 60.2 | 52.7 | 7.51 | 8.94 | 1.16 | 0.518 | 0.710 | 0.906 | 0.735 | 0.716 | ||||
| ACCESS-CM2_CCAM | [-] | 66.1 | 65.5 | 52.7 | 12.9 | 14.0 | 0.650 | 0.285 | 0.564 | 0.952 | 0.787 | 0.630 | ||||
| ACCESS-CM2_CMIP6 | [-] | 62.1 | 62.1 | 52.7 | 9.49 | 11.4 | 0.689 | 0.406 | 0.518 | 0.932 | 0.651 | 0.605 | ||||
| ACCESS-ESM1-5_BARPA | [-] | 60.2 | 59.7 | 52.7 | 7.03 | 8.51 | 1.11 | 0.528 | 0.734 | 0.910 | 0.726 | 0.726 | ||||
| ACCESS-ESM1-5_CCAM | [-] | 69.2 | 68.7 | 52.7 | 16.1 | 16.8 | 0.702 | 0.194 | 0.596 | 0.946 | 0.833 | 0.633 | ||||
| ACCESS-ESM1-5_CMIP6 | [-] | 62.9 | 62.9 | 53.4 | 9.52 | 11.2 | 0.316 | 0.350 | 0.506 | 0.978 | 0.600 | 0.588 | ||||
| CESM2_BARPA | [-] | 59.1 | 58.6 | 52.7 | 5.91 | 8.23 | 0.908 | 0.569 | 0.668 | 0.932 | 0.724 | 0.712 | ||||
| CESM2_CCAM | [-] | 56.5 | 56.0 | 52.7 | 3.30 | 7.65 | 0.839 | 0.591 | 0.637 | 0.939 | 0.713 | 0.703 | ||||
| CMCC-ESM2_BARPA | [-] | 58.7 | 58.1 | 52.7 | 5.43 | 8.12 | 0.984 | 0.580 | 0.670 | 0.927 | 0.686 | 0.706 | ||||
| CMCC-ESM2_CCAM | [-] | 70.6 | 70.0 | 52.7 | 17.4 | 17.9 | 0.829 | 0.165 | 0.611 | 0.940 | 0.820 | 0.630 | ||||
| CMCC-ESM2_CMIP6 | [-] | 64.9 | 64.9 | 52.6 | 12.3 | 13.8 | 0.494 | 0.329 | 0.517 | 0.935 | 0.580 | 0.575 | ||||
| CNRM-ESM2-1_CCAM | [-] | 64.7 | 64.2 | 52.7 | 11.5 | 13.0 | 0.525 | 0.329 | 0.539 | 0.963 | 0.828 | 0.640 | ||||
| CNRM-ESM2-1_CMIP6 | [-] | 55.3 | 55.3 | 53.2 | 2.12 | 8.49 | 0.00 | 0.510 | 0.569 | 1.00 | 0.318 | 0.593 | ||||
| EC-Earth3_BARPA | [-] | 54.3 | 53.7 | 52.7 | 1.09 | 6.85 | 0.167 | 0.562 | 0.766 | 0.987 | 0.705 | 0.757 | ||||
| EC-Earth3_CCAM | [-] | 59.8 | 59.3 | 52.7 | 6.64 | 9.32 | 0.176 | 0.553 | 0.579 | 0.988 | 0.740 | 0.688 | ||||
| EC-Earth3_CMIP6 | [-] | 49.6 | 49.6 | 52.8 | -3.14 | 8.76 | 0.236 | 0.499 | 0.528 | 0.971 | 0.735 | 0.652 | ||||
| ERA5_BARPA | [-] | 60.0 | 59.4 | 52.7 | 6.77 | 8.52 | 0.167 | 0.542 | 0.708 | 0.989 | 0.713 | 0.732 | ||||
| ERA5_CCAM | [-] | 68.1 | 67.6 | 52.7 | 14.9 | 15.4 | 0.176 | 0.220 | 0.663 | 0.989 | 0.840 | 0.675 | ||||
| MPI-ESM1-2-HR_BARPA | [-] | 52.6 | 52.0 | 52.7 | -0.616 | 7.32 | 0.167 | 0.532 | 0.713 | 0.989 | 0.731 | 0.736 | ||||
| MPI-ESM1-2-HR_CMIP6 | [-] | 46.7 | 46.7 | 52.8 | -6.08 | 10.9 | 0.218 | 0.367 | 0.548 | 0.975 | 0.507 | 0.589 | ||||
| NorESM2-MM_BARPA | [-] | 62.1 | 61.6 | 52.7 | 8.93 | 10.9 | 1.18 | 0.464 | 0.561 | 0.905 | 0.763 | 0.651 | ||||
| NorESM2-MM_CCAM | [-] | 71.9 | 71.5 | 52.7 | 18.9 | 19.4 | 1.18 | 0.133 | 0.588 | 0.903 | 0.944 | 0.631 | ||||
| NorESM2-MM_CMIP6 | [-] | 62.3 | 62.3 | 52.6 | 9.67 | 11.2 | 0.223 | 0.461 | 0.592 | 0.986 | 0.556 | 0.637 |
Download Data |
Period Mean (original grids) [%] |
Model Period Mean (intersection) [%] |
Benchmark Period Mean (intersection) [%] |
Model Period Mean (complement) [%] |
Benchmark Period Mean (complement) [%] |
Bias [%] |
RMSE [%] |
Phase Shift [months] |
Bias Score [1] |
RMSE Score [1] |
Seasonal Cycle Score [1] |
Spatial Distribution Score [1] |
Overall Score [1] |
|||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Benchmark | [-] | 60.4 | ||||||||||||||
| ACCESS-CM2_BARPA | [-] | 66.1 | 66.1 | 60.4 | 5.62 | 6.45 | 1.49 | 0.419 | 0.669 | 0.829 | 0.987 | 0.715 | ||||
| ACCESS-CM2_CCAM | [-] | 68.0 | 68.2 | 60.4 | 7.70 | 8.33 | 1.37 | 0.339 | 0.652 | 0.841 | 0.895 | 0.676 | ||||
| ACCESS-CM2_CMIP6 | [-] | 63.9 | 63.9 | 61.3 | 2.61 | 5.09 | 2.13 | 0.576 | 0.556 | 0.703 | 0.964 | 0.671 | ||||
| ACCESS-ESM1-5_BARPA | [-] | 66.8 | 66.8 | 60.4 | 6.39 | 7.21 | 1.45 | 0.387 | 0.651 | 0.848 | 0.967 | 0.701 | ||||
| ACCESS-ESM1-5_CCAM | [-] | 72.5 | 72.5 | 60.4 | 12.0 | 12.4 | 1.21 | 0.161 | 0.644 | 0.855 | 0.939 | 0.649 | ||||
| ACCESS-ESM1-5_CMIP6 | [-] | 64.4 | 64.4 | 60.0 | 4.37 | 6.29 | 0.903 | 0.467 | 0.510 | 0.901 | 0.967 | 0.671 | ||||
| CESM2_BARPA | [-] | 63.7 | 63.7 | 60.4 | 3.28 | 6.34 | 1.77 | 0.527 | 0.475 | 0.759 | 0.977 | 0.642 | ||||
| CESM2_CCAM | [-] | 64.6 | 64.7 | 60.4 | 4.25 | 6.67 | 1.58 | 0.462 | 0.614 | 0.804 | 0.706 | 0.640 | ||||
| CMCC-ESM2_BARPA | [-] | 63.4 | 63.4 | 60.4 | 2.96 | 5.69 | 1.26 | 0.525 | 0.568 | 0.867 | 0.925 | 0.691 | ||||
| CMCC-ESM2_CCAM | [-] | 70.2 | 70.2 | 60.4 | 9.72 | 10.6 | 1.91 | 0.253 | 0.577 | 0.704 | 0.878 | 0.598 | ||||
| CMCC-ESM2_CMIP6 | [-] | 64.7 | 64.7 | 59.8 | 4.94 | 7.54 | 2.44 | 0.492 | 0.524 | 0.603 | 0.751 | 0.579 | ||||
| CNRM-ESM2-1_CCAM | [-] | 70.4 | 70.4 | 60.4 | 9.93 | 10.5 | 0.976 | 0.216 | 0.609 | 0.870 | 0.923 | 0.646 | ||||
| CNRM-ESM2-1_CMIP6 | [-] | 62.6 | 62.6 | 60.4 | 2.16 | 3.96 | 0.922 | 0.615 | 0.688 | 0.905 | 0.931 | 0.765 | ||||
| EC-Earth3_BARPA | [-] | 61.5 | 61.6 | 60.4 | 1.13 | 4.75 | 0.912 | 0.566 | 0.618 | 0.899 | 0.878 | 0.716 | ||||
| EC-Earth3_CCAM | [-] | 66.1 | 66.2 | 60.4 | 5.80 | 8.22 | 1.70 | 0.428 | 0.501 | 0.775 | 0.785 | 0.598 | ||||
| EC-Earth3_CMIP6 | [-] | 58.3 | 58.3 | 59.8 | -1.54 | 6.50 | 2.03 | 0.601 | 0.399 | 0.727 | 0.895 | 0.604 | ||||
| ERA5_BARPA | [-] | 65.4 | 65.4 | 60.4 | 4.99 | 6.14 | 0.764 | 0.454 | 0.660 | 0.925 | 0.959 | 0.731 | ||||
| ERA5_CCAM | [-] | 71.2 | 71.2 | 60.4 | 10.8 | 11.1 | 1.36 | 0.193 | 0.668 | 0.807 | 0.932 | 0.654 | ||||
| MPI-ESM1-2-HR_BARPA | [-] | 60.4 | 60.5 | 60.4 | 0.0255 | 4.12 | 1.55 | 0.605 | 0.651 | 0.762 | 0.900 | 0.714 | ||||
| MPI-ESM1-2-HR_CMIP6 | [-] | 53.8 | 53.8 | 60.5 | -6.71 | 8.45 | 2.37 | 0.339 | 0.413 | 0.603 | 0.939 | 0.542 | ||||
| NorESM2-MM_BARPA | [-] | 65.4 | 65.3 | 60.4 | 4.89 | 6.88 | 1.80 | 0.458 | 0.518 | 0.766 | 0.991 | 0.650 | ||||
| NorESM2-MM_CCAM | [-] | 74.8 | 74.8 | 60.4 | 14.4 | 14.7 | 2.15 | 0.0939 | 0.604 | 0.688 | 0.999 | 0.598 | ||||
| NorESM2-MM_CMIP6 | [-] | 64.3 | 64.3 | 59.8 | 4.50 | 6.05 | 2.31 | 0.530 | 0.628 | 0.613 | 0.873 | 0.654 |
Download Data |
Period Mean (original grids) [%] |
Model Period Mean (intersection) [%] |
Benchmark Period Mean (intersection) [%] |
Model Period Mean (complement) [%] |
Benchmark Period Mean (complement) [%] |
Bias [%] |
RMSE [%] |
Phase Shift [months] |
Bias Score [1] |
RMSE Score [1] |
Seasonal Cycle Score [1] |
Spatial Distribution Score [1] |
Overall Score [1] |
|||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Benchmark | [-] | 56.4 | ||||||||||||||
| ACCESS-CM2_BARPA | [-] | 73.0 | 73.1 | 56.4 | 16.8 | 17.0 | 1.06 | 0.185 | 0.691 | 0.904 | 0.334 | 0.561 | ||||
| ACCESS-CM2_CCAM | [-] | 78.9 | 79.0 | 56.4 | 22.6 | 22.8 | 0.872 | 0.0596 | 0.639 | 0.911 | 0.426 | 0.535 | ||||
| ACCESS-CM2_CMIP6 | [-] | 76.1 | 76.1 | 60.5 | 15.6 | 15.9 | 0.774 | 0.0610 | 0.613 | 0.915 | 0.588 | 0.558 | ||||
| ACCESS-ESM1-5_BARPA | [-] | 73.6 | 73.7 | 56.4 | 17.3 | 17.5 | 1.19 | 0.160 | 0.678 | 0.872 | 0.384 | 0.554 | ||||
| ACCESS-ESM1-5_CCAM | [-] | 82.2 | 82.1 | 56.4 | 25.8 | 26.0 | 0.827 | 0.0344 | 0.638 | 0.902 | 0.409 | 0.524 | ||||
| ACCESS-ESM1-5_CMIP6 | [-] | 74.3 | 74.3 | 54.8 | 19.5 | 20.1 | 0.765 | 0.0543 | 0.503 | 0.949 | 0.783 | 0.559 | ||||
| CESM2_BARPA | [-] | 72.9 | 73.0 | 56.4 | 16.6 | 17.1 | 1.78 | 0.190 | 0.576 | 0.740 | 0.322 | 0.481 | ||||
| CESM2_CCAM | [-] | 74.8 | 74.5 | 56.4 | 18.2 | 18.5 | 1.51 | 0.121 | 0.648 | 0.802 | 0.733 | 0.590 | ||||
| CMCC-ESM2_BARPA | [-] | 73.7 | 73.7 | 56.4 | 17.4 | 17.6 | 1.26 | 0.167 | 0.692 | 0.860 | 0.395 | 0.561 | ||||
| CMCC-ESM2_CCAM | [-] | 84.0 | 84.0 | 56.4 | 27.6 | 27.8 | 1.21 | 0.0251 | 0.637 | 0.861 | 0.294 | 0.491 | ||||
| CMCC-ESM2_CMIP6 | [-] | 78.7 | 78.7 | 57.6 | 21.0 | 21.4 | 1.91 | 0.0608 | 0.566 | 0.691 | 0.637 | 0.504 | ||||
| CNRM-ESM2-1_CCAM | [-] | 78.1 | 78.0 | 56.4 | 21.7 | 22.3 | 0.820 | 0.0683 | 0.502 | 0.915 | 0.601 | 0.518 | ||||
| CNRM-ESM2-1_CMIP6 | [-] | 70.2 | 70.2 | 55.4 | 14.8 | 15.3 | 0.822 | 0.146 | 0.559 | 0.916 | 0.390 | 0.514 | ||||
| EC-Earth3_BARPA | [-] | 70.4 | 70.3 | 56.4 | 13.9 | 14.5 | 1.17 | 0.260 | 0.601 | 0.847 | 0.441 | 0.550 | ||||
| EC-Earth3_CCAM | [-] | 77.4 | 77.1 | 56.4 | 20.8 | 21.1 | 0.952 | 0.0754 | 0.614 | 0.886 | 0.607 | 0.559 | ||||
| EC-Earth3_CMIP6 | [-] | 65.6 | 65.6 | 57.2 | 8.38 | 10.4 | 1.36 | 0.354 | 0.508 | 0.822 | 0.753 | 0.589 | ||||
| ERA5_BARPA | [-] | 73.9 | 74.0 | 56.4 | 17.6 | 17.7 | 0.895 | 0.155 | 0.774 | 0.897 | 0.299 | 0.580 | ||||
| ERA5_CCAM | [-] | 81.8 | 81.7 | 56.4 | 25.3 | 25.5 | 0.598 | 0.0366 | 0.672 | 0.936 | 0.395 | 0.542 | ||||
| MPI-ESM1-2-HR_BARPA | [-] | 66.1 | 66.1 | 56.4 | 9.74 | 11.3 | 1.31 | 0.425 | 0.592 | 0.819 | 0.398 | 0.565 | ||||
| MPI-ESM1-2-HR_CMIP6 | [-] | 60.3 | 60.3 | 57.7 | 2.65 | 7.88 | 1.35 | 0.616 | 0.473 | 0.797 | 0.580 | 0.588 | ||||
| NorESM2-MM_BARPA | [-] | 74.2 | 74.4 | 56.4 | 18.0 | 18.2 | 1.68 | 0.157 | 0.676 | 0.761 | 0.306 | 0.515 | ||||
| NorESM2-MM_CCAM | [-] | 82.3 | 82.3 | 56.4 | 26.0 | 26.2 | 1.27 | 0.0337 | 0.649 | 0.847 | 0.349 | 0.506 | ||||
| NorESM2-MM_CMIP6 | [-] | 75.8 | 75.8 | 57.6 | 18.2 | 18.4 | 0.572 | 0.0824 | 0.698 | 0.963 | 0.649 | 0.618 |
Download Data |
Period Mean (original grids) [%] |
Model Period Mean (intersection) [%] |
Benchmark Period Mean (intersection) [%] |
Model Period Mean (complement) [%] |
Benchmark Period Mean (complement) [%] |
Bias [%] |
RMSE [%] |
Phase Shift [months] |
Bias Score [1] |
RMSE Score [1] |
Seasonal Cycle Score [1] |
Spatial Distribution Score [1] |
Overall Score [1] |
|||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Benchmark | [-] | 53.0 | ||||||||||||||
| ACCESS-CM2_BARPA | [-] | 55.3 | 55.5 | 53.0 | 2.51 | 4.99 | 0.984 | 0.661 | 0.642 | 0.860 | 0.959 | 0.753 | ||||
| ACCESS-CM2_CCAM | [-] | 56.8 | 57.1 | 53.0 | 4.05 | 6.41 | 1.07 | 0.594 | 0.569 | 0.854 | 0.972 | 0.712 | ||||
| ACCESS-CM2_CMIP6 | [-] | 52.8 | 52.8 | 54.3 | -1.57 | 5.39 | 1.11 | 0.663 | 0.517 | 0.859 | 0.998 | 0.711 | ||||
| ACCESS-ESM1-5_BARPA | [-] | 55.8 | 56.1 | 53.0 | 3.07 | 6.23 | 1.31 | 0.634 | 0.556 | 0.833 | 0.952 | 0.706 | ||||
| ACCESS-ESM1-5_CCAM | [-] | 61.6 | 61.8 | 53.0 | 8.80 | 10.8 | 1.06 | 0.298 | 0.456 | 0.838 | 0.973 | 0.604 | ||||
| ACCESS-ESM1-5_CMIP6 | [-] | 57.1 | 57.1 | 54.0 | 3.15 | 6.14 | 0.806 | 0.619 | 0.509 | 0.875 | 0.999 | 0.702 | ||||
| CESM2_BARPA | [-] | 51.6 | 51.9 | 53.0 | -1.13 | 6.82 | 1.09 | 0.603 | 0.454 | 0.815 | 0.926 | 0.651 | ||||
| CESM2_CCAM | [-] | 51.2 | 51.6 | 53.0 | -1.44 | 7.16 | 1.29 | 0.522 | 0.514 | 0.824 | 0.822 | 0.639 | ||||
| CMCC-ESM2_BARPA | [-] | 51.4 | 51.7 | 53.0 | -1.30 | 7.01 | 0.886 | 0.568 | 0.466 | 0.876 | 0.904 | 0.656 | ||||
| CMCC-ESM2_CCAM | [-] | 60.4 | 60.6 | 53.0 | 7.59 | 10.6 | 1.39 | 0.365 | 0.403 | 0.753 | 0.962 | 0.577 | ||||
| CMCC-ESM2_CMIP6 | [-] | 57.7 | 57.7 | 52.9 | 4.80 | 9.68 | 1.49 | 0.495 | 0.379 | 0.740 | 0.988 | 0.596 | ||||
| CNRM-ESM2-1_CCAM | [-] | 60.2 | 60.4 | 53.0 | 7.41 | 10.1 | 1.03 | 0.365 | 0.441 | 0.837 | 0.963 | 0.609 | ||||
| CNRM-ESM2-1_CMIP6 | [-] | 51.9 | 51.9 | 54.2 | -2.33 | 7.06 | 1.10 | 0.494 | 0.602 | 0.879 | 0.826 | 0.681 | ||||
| EC-Earth3_BARPA | [-] | 51.9 | 52.2 | 53.0 | -0.853 | 6.76 | 1.08 | 0.590 | 0.492 | 0.828 | 0.894 | 0.659 | ||||
| EC-Earth3_CCAM | [-] | 59.6 | 59.9 | 53.0 | 6.84 | 11.0 | 1.19 | 0.397 | 0.344 | 0.815 | 0.907 | 0.562 | ||||
| EC-Earth3_CMIP6 | [-] | 53.7 | 53.7 | 52.9 | 0.811 | 10.3 | 1.21 | 0.664 | 0.263 | 0.816 | 0.973 | 0.596 | ||||
| ERA5_BARPA | [-] | 55.2 | 55.4 | 53.0 | 2.39 | 6.66 | 0.704 | 0.648 | 0.485 | 0.885 | 0.949 | 0.690 | ||||
| ERA5_CCAM | [-] | 62.1 | 62.3 | 53.0 | 9.29 | 11.3 | 1.33 | 0.282 | 0.454 | 0.764 | 0.949 | 0.581 | ||||
| MPI-ESM1-2-HR_BARPA | [-] | 51.1 | 51.3 | 53.0 | -1.69 | 5.85 | 1.17 | 0.547 | 0.634 | 0.803 | 0.885 | 0.700 | ||||
| MPI-ESM1-2-HR_CMIP6 | [-] | 43.9 | 43.9 | 53.4 | -9.44 | 10.8 | 1.53 | 0.290 | 0.545 | 0.729 | 0.935 | 0.609 | ||||
| NorESM2-MM_BARPA | [-] | 54.7 | 55.0 | 53.0 | 1.95 | 6.15 | 1.35 | 0.681 | 0.485 | 0.813 | 0.965 | 0.686 | ||||
| NorESM2-MM_CCAM | [-] | 67.7 | 67.9 | 53.0 | 14.9 | 16.0 | 1.38 | 0.120 | 0.471 | 0.756 | 0.993 | 0.562 | ||||
| NorESM2-MM_CMIP6 | [-] | 58.2 | 58.2 | 52.9 | 5.31 | 7.18 | 1.49 | 0.480 | 0.583 | 0.740 | 0.990 | 0.675 |
Download Data |
Period Mean (original grids) [%] |
Model Period Mean (intersection) [%] |
Benchmark Period Mean (intersection) [%] |
Model Period Mean (complement) [%] |
Benchmark Period Mean (complement) [%] |
Bias [%] |
RMSE [%] |
Phase Shift [months] |
Bias Score [1] |
RMSE Score [1] |
Seasonal Cycle Score [1] |
Spatial Distribution Score [1] |
Overall Score [1] |
|||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Benchmark | [-] | 53.3 | ||||||||||||||
| ACCESS-CM2_BARPA | [-] | 57.7 | 58.1 | 53.3 | 4.84 | 7.22 | 0.0846 | 0.538 | 0.563 | 0.993 | 0.973 | 0.726 | ||||
| ACCESS-CM2_CCAM | [-] | 61.4 | 61.8 | 53.3 | 8.52 | 10.9 | 0.288 | 0.349 | 0.445 | 0.980 | 0.985 | 0.641 | ||||
| ACCESS-CM2_CMIP6 | [-] | 51.2 | 51.2 | 53.7 | -2.46 | 7.48 | 0.306 | 0.590 | 0.457 | 0.979 | 0.974 | 0.691 | ||||
| ACCESS-ESM1-5_BARPA | [-] | 56.7 | 57.2 | 53.3 | 3.94 | 8.44 | 0.101 | 0.558 | 0.457 | 0.995 | 0.957 | 0.685 | ||||
| ACCESS-ESM1-5_CCAM | [-] | 60.9 | 61.3 | 53.3 | 8.07 | 12.2 | 0.156 | 0.342 | 0.344 | 0.976 | 0.945 | 0.590 | ||||
| ACCESS-ESM1-5_CMIP6 | [-] | 52.9 | 52.9 | 53.5 | -0.590 | 7.69 | 0.358 | 0.671 | 0.426 | 0.978 | 0.987 | 0.698 | ||||
| CESM2_BARPA | [-] | 53.4 | 53.9 | 53.3 | 0.656 | 7.92 | 0.378 | 0.604 | 0.433 | 0.968 | 0.910 | 0.669 | ||||
| CESM2_CCAM | [-] | 49.7 | 50.3 | 53.3 | -2.96 | 8.42 | 0.455 | 0.527 | 0.489 | 0.968 | 0.793 | 0.653 | ||||
| CMCC-ESM2_BARPA | [-] | 54.1 | 54.6 | 53.3 | 1.35 | 8.57 | 0.111 | 0.588 | 0.412 | 0.983 | 0.907 | 0.661 | ||||
| CMCC-ESM2_CCAM | [-] | 65.5 | 65.7 | 53.3 | 12.5 | 14.9 | 0.00 | 0.207 | 0.398 | 1.00 | 0.999 | 0.600 | ||||
| CMCC-ESM2_CMIP6 | [-] | 58.8 | 58.8 | 53.1 | 5.75 | 11.6 | 0.00 | 0.499 | 0.341 | 1.00 | 0.945 | 0.625 | ||||
| CNRM-ESM2-1_CCAM | [-] | 63.1 | 63.4 | 53.3 | 10.1 | 13.8 | 0.0845 | 0.289 | 0.347 | 0.992 | 0.964 | 0.588 | ||||
| CNRM-ESM2-1_CMIP6 | [-] | 45.5 | 45.5 | 53.4 | -7.89 | 9.59 | 0.211 | 0.397 | 0.562 | 0.981 | 0.936 | 0.688 | ||||
| EC-Earth3_BARPA | [-] | 54.6 | 55.1 | 53.3 | 1.88 | 8.63 | 0.0183 | 0.560 | 0.435 | 0.999 | 0.878 | 0.661 | ||||
| EC-Earth3_CCAM | [-] | 64.6 | 64.8 | 53.3 | 11.6 | 15.8 | 0.185 | 0.246 | 0.297 | 0.985 | 0.947 | 0.554 | ||||
| EC-Earth3_CMIP6 | [-] | 56.3 | 56.3 | 53.1 | 3.21 | 14.5 | 0.396 | 0.593 | 0.180 | 0.974 | 0.993 | 0.584 | ||||
| ERA5_BARPA | [-] | 57.0 | 57.5 | 53.3 | 4.22 | 8.38 | 0.00713 | 0.548 | 0.475 | 1.00 | 0.951 | 0.689 | ||||
| ERA5_CCAM | [-] | 64.1 | 64.4 | 53.3 | 11.1 | 14.0 | 0.00 | 0.256 | 0.384 | 1.00 | 0.949 | 0.595 | ||||
| MPI-ESM1-2-HR_BARPA | [-] | 53.5 | 54.0 | 53.3 | 0.724 | 7.21 | 0.234 | 0.564 | 0.516 | 0.987 | 0.877 | 0.692 | ||||
| MPI-ESM1-2-HR_CMIP6 | [-] | 41.1 | 41.1 | 52.8 | -11.6 | 13.7 | 0.0124 | 0.225 | 0.425 | 0.999 | 0.977 | 0.610 | ||||
| NorESM2-MM_BARPA | [-] | 58.2 | 58.7 | 53.3 | 5.42 | 7.80 | 0.338 | 0.521 | 0.533 | 0.970 | 0.985 | 0.708 | ||||
| NorESM2-MM_CCAM | [-] | 67.2 | 67.5 | 53.3 | 14.3 | 15.6 | 0.00 | 0.168 | 0.462 | 1.00 | 0.997 | 0.618 | ||||
| NorESM2-MM_CMIP6 | [-] | 53.8 | 53.8 | 53.1 | 0.788 | 4.86 | 0.194 | 0.691 | 0.643 | 0.986 | 0.998 | 0.792 |
Download Data |
Period Mean (original grids) [%] |
Model Period Mean (intersection) [%] |
Benchmark Period Mean (intersection) [%] |
Model Period Mean (complement) [%] |
Benchmark Period Mean (complement) [%] |
Bias [%] |
RMSE [%] |
Phase Shift [months] |
Bias Score [1] |
RMSE Score [1] |
Seasonal Cycle Score [1] |
Spatial Distribution Score [1] |
Overall Score [1] |
|||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Benchmark | [-] | 57.7 | ||||||||||||||
| ACCESS-CM2_BARPA | [-] | 62.4 | 62.3 | 57.7 | 4.55 | 6.87 | 0.278 | 0.724 | 0.846 | 0.982 | 0.964 | 0.872 | ||||
| ACCESS-CM2_CCAM | [-] | 65.5 | 65.3 | 57.7 | 7.62 | 10.7 | 0.295 | 0.654 | 0.673 | 0.981 | 0.932 | 0.783 | ||||
| ACCESS-CM2_CMIP6 | [-] | 63.8 | 63.8 | 57.2 | 6.58 | 10.7 | 0.0497 | 0.648 | 0.628 | 0.997 | 0.906 | 0.761 | ||||
| ACCESS-ESM1-5_BARPA | [-] | 60.7 | 60.5 | 57.7 | 2.78 | 7.07 | 0.580 | 0.692 | 0.846 | 0.962 | 0.941 | 0.857 | ||||
| ACCESS-ESM1-5_CCAM | [-] | 63.9 | 63.7 | 57.7 | 6.02 | 9.74 | 0.244 | 0.699 | 0.695 | 0.984 | 0.930 | 0.801 | ||||
| ACCESS-ESM1-5_CMIP6 | [-] | 62.5 | 62.5 | 58.0 | 4.46 | 8.29 | 0.225 | 0.718 | 0.658 | 0.985 | 0.991 | 0.802 | ||||
| CESM2_BARPA | [-] | 61.5 | 61.3 | 57.7 | 3.64 | 6.78 | 0.346 | 0.709 | 0.862 | 0.977 | 0.941 | 0.870 | ||||
| CESM2_CCAM | [-] | 59.0 | 58.8 | 57.7 | 1.06 | 8.42 | 0.502 | 0.645 | 0.764 | 0.966 | 0.866 | 0.801 | ||||
| CMCC-ESM2_BARPA | [-] | 61.5 | 61.4 | 57.7 | 3.64 | 6.90 | 0.794 | 0.718 | 0.831 | 0.946 | 0.947 | 0.854 | ||||
| CMCC-ESM2_CCAM | [-] | 67.1 | 66.9 | 57.7 | 9.17 | 10.6 | 0.762 | 0.598 | 0.793 | 0.950 | 0.902 | 0.807 | ||||
| CMCC-ESM2_CMIP6 | [-] | 64.8 | 64.8 | 58.1 | 6.71 | 9.63 | 0.694 | 0.628 | 0.720 | 0.953 | 0.836 | 0.771 | ||||
| CNRM-ESM2-1_CCAM | [-] | 60.7 | 60.5 | 57.7 | 2.74 | 8.90 | 0.505 | 0.686 | 0.702 | 0.967 | 0.944 | 0.800 | ||||
| CNRM-ESM2-1_CMIP6 | [-] | 56.0 | 56.0 | 58.0 | -2.01 | 8.76 | 0.234 | 0.576 | 0.756 | 0.985 | 0.899 | 0.795 | ||||
| EC-Earth3_BARPA | [-] | 58.0 | 57.8 | 57.7 | 0.0730 | 7.36 | 0.151 | 0.651 | 0.853 | 0.990 | 0.944 | 0.858 | ||||
| EC-Earth3_CCAM | [-] | 58.9 | 58.7 | 57.7 | 0.961 | 8.86 | 0.128 | 0.636 | 0.750 | 0.991 | 0.895 | 0.804 | ||||
| EC-Earth3_CMIP6 | [-] | 53.5 | 53.5 | 57.6 | -4.12 | 9.87 | 0.0874 | 0.530 | 0.749 | 0.995 | 0.965 | 0.798 | ||||
| ERA5_BARPA | [-] | 63.0 | 62.9 | 57.7 | 5.15 | 6.86 | 0.191 | 0.724 | 0.861 | 0.987 | 0.965 | 0.880 | ||||
| ERA5_CCAM | [-] | 64.2 | 64.0 | 57.7 | 6.27 | 9.29 | 0.129 | 0.687 | 0.755 | 0.992 | 0.921 | 0.822 | ||||
| MPI-ESM1-2-HR_BARPA | [-] | 58.3 | 58.2 | 57.7 | 0.449 | 7.16 | 0.0281 | 0.670 | 0.839 | 0.999 | 0.941 | 0.857 | ||||
| MPI-ESM1-2-HR_CMIP6 | [-] | 51.5 | 51.5 | 57.7 | -6.24 | 11.4 | 0.0190 | 0.475 | 0.706 | 0.999 | 0.932 | 0.764 | ||||
| NorESM2-MM_BARPA | [-] | 64.0 | 63.8 | 57.7 | 6.11 | 7.66 | 0.792 | 0.703 | 0.814 | 0.947 | 0.973 | 0.850 | ||||
| NorESM2-MM_CCAM | [-] | 67.3 | 67.1 | 57.7 | 9.41 | 10.9 | 0.910 | 0.571 | 0.754 | 0.939 | 0.961 | 0.796 | ||||
| NorESM2-MM_CMIP6 | [-] | 61.8 | 61.8 | 58.1 | 3.67 | 9.81 | 0.292 | 0.722 | 0.575 | 0.980 | 0.949 | 0.760 |
Download Data |
Period Mean (original grids) [%] |
Model Period Mean (intersection) [%] |
Benchmark Period Mean (intersection) [%] |
Model Period Mean (complement) [%] |
Benchmark Period Mean (complement) [%] |
Bias [%] |
RMSE [%] |
Phase Shift [months] |
Bias Score [1] |
RMSE Score [1] |
Seasonal Cycle Score [1] |
Spatial Distribution Score [1] |
Overall Score [1] |
|||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Benchmark | [-] | 40.8 | ||||||||||||||
| ACCESS-CM2_BARPA | [-] | 40.7 | 40.8 | 40.8 | -0.00443 | 5.02 | 0.834 | 0.703 | 0.585 | 0.913 | 0.996 | 0.756 | ||||
| ACCESS-CM2_CCAM | [-] | 45.7 | 45.8 | 40.8 | 5.01 | 7.51 | 0.371 | 0.533 | 0.512 | 0.952 | 0.986 | 0.699 | ||||
| ACCESS-CM2_CMIP6 | [-] | 39.7 | 39.7 | 40.9 | -1.20 | 6.63 | 0.483 | 0.667 | 0.466 | 0.939 | 0.996 | 0.707 | ||||
| ACCESS-ESM1-5_BARPA | [-] | 38.8 | 38.9 | 40.8 | -1.90 | 5.59 | 1.08 | 0.644 | 0.579 | 0.898 | 0.989 | 0.738 | ||||
| ACCESS-ESM1-5_CCAM | [-] | 45.5 | 45.5 | 40.8 | 4.73 | 8.54 | 0.529 | 0.499 | 0.460 | 0.922 | 0.944 | 0.657 | ||||
| ACCESS-ESM1-5_CMIP6 | [-] | 43.3 | 43.3 | 40.8 | 2.48 | 8.23 | 0.580 | 0.554 | 0.406 | 0.907 | 0.970 | 0.649 | ||||
| CESM2_BARPA | [-] | 37.1 | 37.1 | 40.8 | -3.68 | 6.83 | 0.943 | 0.557 | 0.515 | 0.900 | 0.991 | 0.695 | ||||
| CESM2_CCAM | [-] | 34.2 | 34.2 | 40.8 | -6.57 | 8.45 | 0.898 | 0.424 | 0.532 | 0.865 | 0.964 | 0.663 | ||||
| CMCC-ESM2_BARPA | [-] | 36.8 | 36.8 | 40.8 | -3.98 | 8.30 | 1.07 | 0.536 | 0.410 | 0.878 | 0.995 | 0.646 | ||||
| CMCC-ESM2_CCAM | [-] | 51.0 | 51.0 | 40.8 | 10.2 | 12.2 | 1.43 | 0.291 | 0.439 | 0.774 | 0.992 | 0.587 | ||||
| CMCC-ESM2_CMIP6 | [-] | 50.4 | 50.4 | 41.0 | 9.40 | 12.6 | 2.07 | 0.326 | 0.345 | 0.654 | 0.829 | 0.500 | ||||
| CNRM-ESM2-1_CCAM | [-] | 45.5 | 45.6 | 40.8 | 4.77 | 7.86 | 0.712 | 0.534 | 0.482 | 0.879 | 0.997 | 0.675 | ||||
| CNRM-ESM2-1_CMIP6 | [-] | 34.0 | 34.0 | 40.8 | -6.77 | 8.06 | 0.220 | 0.421 | 0.588 | 0.968 | 0.997 | 0.712 | ||||
| EC-Earth3_BARPA | [-] | 33.4 | 33.5 | 40.8 | -7.32 | 8.30 | 0.351 | 0.374 | 0.648 | 0.957 | 0.977 | 0.721 | ||||
| EC-Earth3_CCAM | [-] | 41.6 | 41.7 | 40.8 | 0.913 | 7.62 | 1.41 | 0.658 | 0.427 | 0.773 | 0.982 | 0.653 | ||||
| EC-Earth3_CMIP6 | [-] | 37.0 | 37.0 | 40.8 | -3.85 | 9.70 | 1.65 | 0.549 | 0.368 | 0.728 | 0.996 | 0.602 | ||||
| ERA5_BARPA | [-] | 39.2 | 39.3 | 40.8 | -1.50 | 5.60 | 0.224 | 0.680 | 0.545 | 0.962 | 0.997 | 0.746 | ||||
| ERA5_CCAM | [-] | 45.5 | 45.5 | 40.8 | 4.74 | 7.34 | 0.469 | 0.530 | 0.550 | 0.916 | 0.940 | 0.697 | ||||
| MPI-ESM1-2-HR_BARPA | [-] | 33.9 | 34.0 | 40.8 | -6.84 | 7.83 | 0.263 | 0.393 | 0.651 | 0.967 | 0.997 | 0.732 | ||||
| MPI-ESM1-2-HR_CMIP6 | [-] | 28.4 | 28.4 | 40.9 | -12.4 | 13.0 | 0.657 | 0.188 | 0.640 | 0.885 | 0.975 | 0.666 | ||||
| NorESM2-MM_BARPA | [-] | 42.4 | 42.4 | 40.8 | 1.62 | 7.93 | 1.53 | 0.711 | 0.385 | 0.810 | 0.976 | 0.653 | ||||
| NorESM2-MM_CCAM | [-] | 54.8 | 54.9 | 40.8 | 14.1 | 15.0 | 1.22 | 0.173 | 0.501 | 0.838 | 0.993 | 0.601 | ||||
| NorESM2-MM_CMIP6 | [-] | 46.7 | 46.7 | 41.0 | 5.70 | 7.32 | 0.618 | 0.481 | 0.630 | 0.886 | 0.984 | 0.722 |
Download Data |
Period Mean (original grids) [%] |
Model Period Mean (intersection) [%] |
Benchmark Period Mean (intersection) [%] |
Model Period Mean (complement) [%] |
Benchmark Period Mean (complement) [%] |
Bias [%] |
RMSE [%] |
Phase Shift [months] |
Bias Score [1] |
RMSE Score [1] |
Seasonal Cycle Score [1] |
Spatial Distribution Score [1] |
Overall Score [1] |
|||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Benchmark | [-] | 43.9 | ||||||||||||||
| ACCESS-CM2_BARPA | [-] | 47.3 | 47.3 | 43.9 | 3.37 | 5.69 | 0.120 | 0.620 | 0.768 | 0.984 | 0.997 | 0.827 | ||||
| ACCESS-CM2_CCAM | [-] | 49.1 | 49.1 | 43.9 | 5.17 | 7.44 | 0.0939 | 0.580 | 0.646 | 0.988 | 0.978 | 0.767 | ||||
| ACCESS-CM2_CMIP6 | [-] | 45.0 | 45.0 | 43.9 | 1.05 | 5.98 | 0.0455 | 0.742 | 0.626 | 0.997 | 0.998 | 0.797 | ||||
| ACCESS-ESM1-5_BARPA | [-] | 45.1 | 45.0 | 43.9 | 1.10 | 4.97 | 0.760 | 0.657 | 0.771 | 0.940 | 0.978 | 0.823 | ||||
| ACCESS-ESM1-5_CCAM | [-] | 48.9 | 48.8 | 43.9 | 4.96 | 7.98 | 0.224 | 0.535 | 0.653 | 0.979 | 0.987 | 0.762 | ||||
| ACCESS-ESM1-5_CMIP6 | [-] | 46.7 | 46.7 | 44.5 | 2.19 | 6.25 | 0.0900 | 0.692 | 0.626 | 0.994 | 0.998 | 0.787 | ||||
| CESM2_BARPA | [-] | 45.7 | 45.6 | 43.9 | 1.72 | 5.45 | 0.249 | 0.643 | 0.739 | 0.977 | 0.967 | 0.813 | ||||
| CESM2_CCAM | [-] | 43.0 | 42.9 | 43.9 | -0.999 | 5.52 | 0.450 | 0.738 | 0.667 | 0.968 | 0.984 | 0.805 | ||||
| CMCC-ESM2_BARPA | [-] | 45.9 | 45.8 | 43.9 | 1.96 | 6.31 | 0.252 | 0.644 | 0.661 | 0.972 | 0.972 | 0.782 | ||||
| CMCC-ESM2_CCAM | [-] | 55.9 | 55.8 | 43.9 | 11.9 | 12.7 | 0.341 | 0.342 | 0.682 | 0.951 | 0.929 | 0.717 | ||||
| CMCC-ESM2_CMIP6 | [-] | 52.5 | 52.5 | 44.4 | 8.15 | 9.91 | 0.470 | 0.494 | 0.621 | 0.911 | 0.833 | 0.696 | ||||
| CNRM-ESM2-1_CCAM | [-] | 50.3 | 50.2 | 43.9 | 6.31 | 7.60 | 0.289 | 0.557 | 0.710 | 0.976 | 0.970 | 0.785 | ||||
| CNRM-ESM2-1_CMIP6 | [-] | 40.0 | 40.0 | 44.0 | -4.00 | 5.82 | 0.264 | 0.635 | 0.725 | 0.984 | 0.959 | 0.806 | ||||
| EC-Earth3_BARPA | [-] | 41.8 | 41.7 | 43.9 | -2.18 | 5.03 | 0.424 | 0.687 | 0.744 | 0.965 | 0.948 | 0.818 | ||||
| EC-Earth3_CCAM | [-] | 45.4 | 45.3 | 43.9 | 1.46 | 4.85 | 0.575 | 0.738 | 0.693 | 0.932 | 0.998 | 0.811 | ||||
| EC-Earth3_CMIP6 | [-] | 40.9 | 40.9 | 44.1 | -3.20 | 5.99 | 0.534 | 0.708 | 0.643 | 0.931 | 0.996 | 0.784 | ||||
| ERA5_BARPA | [-] | 47.3 | 47.2 | 43.9 | 3.35 | 5.58 | 0.187 | 0.631 | 0.763 | 0.982 | 0.991 | 0.826 | ||||
| ERA5_CCAM | [-] | 49.0 | 48.9 | 43.9 | 5.04 | 6.45 | 0.0820 | 0.575 | 0.757 | 0.989 | 0.997 | 0.815 | ||||
| MPI-ESM1-2-HR_BARPA | [-] | 43.2 | 43.1 | 43.9 | -0.796 | 4.62 | 0.188 | 0.692 | 0.775 | 0.982 | 0.973 | 0.839 | ||||
| MPI-ESM1-2-HR_CMIP6 | [-] | 37.2 | 37.2 | 44.0 | -6.85 | 7.72 | 0.155 | 0.530 | 0.739 | 0.970 | 0.982 | 0.792 | ||||
| NorESM2-MM_BARPA | [-] | 49.8 | 49.8 | 43.9 | 5.88 | 8.09 | 0.541 | 0.529 | 0.684 | 0.960 | 0.997 | 0.771 | ||||
| NorESM2-MM_CCAM | [-] | 57.4 | 57.3 | 43.9 | 13.4 | 14.5 | 0.575 | 0.301 | 0.624 | 0.960 | 0.932 | 0.688 | ||||
| NorESM2-MM_CMIP6 | [-] | 51.8 | 51.8 | 44.4 | 7.40 | 9.19 | 0.258 | 0.458 | 0.683 | 0.960 | 0.957 | 0.748 |
Download Data |
Period Mean (original grids) [%] |
Model Period Mean (intersection) [%] |
Benchmark Period Mean (intersection) [%] |
Model Period Mean (complement) [%] |
Benchmark Period Mean (complement) [%] |
Bias [%] |
RMSE [%] |
Phase Shift [months] |
Bias Score [1] |
RMSE Score [1] |
Seasonal Cycle Score [1] |
Spatial Distribution Score [1] |
Overall Score [1] |
|||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Benchmark | [-] | 63.0 | ||||||||||||||
| ACCESS-CM2_BARPA | [-] | 77.0 | 76.9 | 63.0 | 13.9 | 14.4 | 0.595 | 0.331 | 0.705 | 0.962 | 0.354 | 0.612 | ||||
| ACCESS-CM2_CCAM | [-] | 81.0 | 81.2 | 63.0 | 18.2 | 18.4 | 0.424 | 0.183 | 0.783 | 0.972 | 0.468 | 0.638 | ||||
| ACCESS-CM2_CMIP6 | [-] | 78.9 | 78.9 | 61.6 | 17.3 | 17.5 | 0.513 | 0.112 | 0.773 | 0.967 | 0.733 | 0.672 | ||||
| ACCESS-ESM1-5_BARPA | [-] | 75.8 | 75.7 | 63.0 | 12.8 | 13.6 | 0.509 | 0.381 | 0.662 | 0.969 | 0.455 | 0.626 | ||||
| ACCESS-ESM1-5_CCAM | [-] | 81.4 | 81.6 | 63.0 | 18.6 | 18.8 | 0.596 | 0.174 | 0.743 | 0.958 | 0.498 | 0.623 | ||||
| ACCESS-ESM1-5_CMIP6 | [-] | 80.3 | 80.3 | 77.9 | 2.37 | 2.97 | 1.02 | 0.616 | 0.695 | 0.933 | 1.00 | 0.788 | ||||
| CESM2_BARPA | [-] | 77.4 | 77.3 | 63.0 | 14.3 | 15.1 | 0.424 | 0.307 | 0.625 | 0.973 | 0.369 | 0.580 | ||||
| CESM2_CCAM | [-] | 82.4 | 82.6 | 63.0 | 19.6 | 20.0 | 0.596 | 0.153 | 0.666 | 0.959 | 0.529 | 0.594 | ||||
| CMCC-ESM2_BARPA | [-] | 77.1 | 76.9 | 63.0 | 13.9 | 14.6 | 0.509 | 0.356 | 0.683 | 0.969 | 0.355 | 0.609 | ||||
| CMCC-ESM2_CCAM | [-] | 84.0 | 83.9 | 63.0 | 20.9 | 21.4 | 0.509 | 0.142 | 0.614 | 0.969 | 0.398 | 0.547 | ||||
| CMCC-ESM2_CMIP6 | [-] | 75.7 | 75.7 | 67.6 | 8.04 | 11.3 | 2.56 | 0.617 | 0.523 | 0.556 | 0.475 | 0.539 | ||||
| CNRM-ESM2-1_CCAM | [-] | 80.7 | 80.9 | 63.0 | 17.9 | 18.2 | 0.507 | 0.193 | 0.741 | 0.964 | 0.488 | 0.625 | ||||
| CNRM-ESM2-1_CMIP6 | [-] | 74.1 | 74.1 | 67.5 | 6.61 | 7.06 | 0.514 | 0.470 | 0.730 | 0.965 | 0.798 | 0.739 | ||||
| EC-Earth3_BARPA | [-] | 77.0 | 76.8 | 63.0 | 13.9 | 14.4 | 0.761 | 0.336 | 0.705 | 0.949 | 0.268 | 0.593 | ||||
| EC-Earth3_CCAM | [-] | 82.2 | 82.3 | 63.0 | 19.3 | 19.6 | 0.507 | 0.164 | 0.712 | 0.964 | 0.386 | 0.588 | ||||
| EC-Earth3_CMIP6 | [-] | 73.3 | 73.3 | 64.1 | 9.16 | 10.7 | 0.849 | 0.504 | 0.705 | 0.943 | 0.678 | 0.707 | ||||
| ERA5_BARPA | [-] | 78.5 | 78.3 | 63.0 | 15.3 | 15.7 | 0.509 | 0.274 | 0.705 | 0.969 | 0.242 | 0.579 | ||||
| ERA5_CCAM | [-] | 82.9 | 82.9 | 63.0 | 19.9 | 20.2 | 0.338 | 0.146 | 0.730 | 0.976 | 0.338 | 0.584 | ||||
| MPI-ESM1-2-HR_BARPA | [-] | 75.1 | 75.1 | 63.0 | 12.1 | 12.9 | 0.509 | 0.388 | 0.707 | 0.969 | 0.405 | 0.635 | ||||
| MPI-ESM1-2-HR_CMIP6 | [-] | 73.4 | 73.4 | 64.2 | 9.23 | 10.6 | 0.00 | 0.423 | 0.776 | 1.00 | 0.944 | 0.784 | ||||
| NorESM2-MM_BARPA | [-] | 78.3 | 78.1 | 63.0 | 15.1 | 15.6 | 0.678 | 0.296 | 0.694 | 0.957 | 0.307 | 0.590 | ||||
| NorESM2-MM_CCAM | [-] | 82.8 | 82.9 | 63.0 | 19.9 | 20.2 | 0.507 | 0.140 | 0.718 | 0.966 | 0.474 | 0.603 | ||||
| NorESM2-MM_CMIP6 | [-] | 75.5 | 75.5 | 67.6 | 7.87 | 9.39 | 1.02 | 0.502 | 0.595 | 0.933 | 0.00148 | 0.525 |
Download Data |
Period Mean (original grids) [%] |
Model Period Mean (intersection) [%] |
Benchmark Period Mean (intersection) [%] |
Model Period Mean (complement) [%] |
Benchmark Period Mean (complement) [%] |
Bias [%] |
RMSE [%] |
Phase Shift [months] |
Bias Score [1] |
RMSE Score [1] |
Seasonal Cycle Score [1] |
Spatial Distribution Score [1] |
Overall Score [1] |
|||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Benchmark | [-] | 58.7 | ||||||||||||||
| ACCESS-CM2_BARPA | [-] | 82.6 | 82.2 | 58.7 | 23.5 | 24.0 | 1.14 | 0.131 | 0.609 | 0.885 | 0.220 | 0.491 | ||||
| ACCESS-CM2_CCAM | [-] | 87.5 | 86.7 | 58.7 | 28.0 | 28.4 | 0.890 | 0.0721 | 0.607 | 0.941 | 0.332 | 0.512 | ||||
| ACCESS-CM2_CMIP6 | [-] | 83.4 | 83.4 | 68.1 | 15.3 | 15.7 | 1.02 | 0.0943 | 0.571 | 0.933 | 1.00 | 0.634 | ||||
| ACCESS-ESM1-5_BARPA | [-] | 82.2 | 82.0 | 58.7 | 23.3 | 23.8 | 1.20 | 0.130 | 0.589 | 0.868 | 0.209 | 0.477 | ||||
| ACCESS-ESM1-5_CCAM | [-] | 88.9 | 88.0 | 58.7 | 29.3 | 29.8 | 1.02 | 0.0613 | 0.558 | 0.933 | 0.367 | 0.495 | ||||
| ACCESS-ESM1-5_CMIP6 | [-] | 85.0 | 85.0 | 61.5 | 23.5 | 23.8 | 0.503 | 0.0788 | 0.610 | 0.970 | 0.307 | 0.515 | ||||
| CESM2_BARPA | [-] | 82.7 | 82.3 | 58.7 | 23.7 | 24.1 | 0.825 | 0.125 | 0.600 | 0.946 | 0.213 | 0.497 | ||||
| CESM2_CCAM | [-] | 89.2 | 88.2 | 58.7 | 29.5 | 30.1 | 1.27 | 0.0606 | 0.516 | 0.865 | 0.386 | 0.469 | ||||
| CMCC-ESM2_BARPA | [-] | 82.3 | 81.8 | 58.7 | 23.1 | 23.5 | 0.889 | 0.157 | 0.634 | 0.943 | 0.283 | 0.530 | ||||
| CMCC-ESM2_CCAM | [-] | 88.2 | 87.1 | 58.7 | 28.4 | 29.0 | 1.21 | 0.0778 | 0.536 | 0.870 | 0.408 | 0.485 | ||||
| CMCC-ESM2_CMIP6 | [-] | 77.4 | 77.4 | 58.5 | 18.9 | 19.9 | 2.40 | 0.227 | 0.506 | 0.575 | 0.229 | 0.408 | ||||
| CNRM-ESM2-1_CCAM | [-] | 88.4 | 87.4 | 58.7 | 28.7 | 29.2 | 1.02 | 0.0711 | 0.587 | 0.923 | 0.401 | 0.514 | ||||
| CNRM-ESM2-1_CMIP6 | [-] | 78.2 | 78.2 | 65.2 | 13.0 | 13.3 | 1.02 | 0.303 | 0.748 | 0.933 | 0.0375 | 0.554 | ||||
| EC-Earth3_BARPA | [-] | 82.2 | 81.7 | 58.7 | 23.0 | 23.4 | 0.892 | 0.149 | 0.640 | 0.922 | 0.237 | 0.518 | ||||
| EC-Earth3_CCAM | [-] | 88.2 | 87.2 | 58.7 | 28.5 | 29.0 | 1.09 | 0.0721 | 0.556 | 0.878 | 0.379 | 0.488 | ||||
| EC-Earth3_CMIP6 | [-] | 78.3 | 78.3 | 58.7 | 19.5 | 19.9 | 0.887 | 0.156 | 0.653 | 0.942 | 0.313 | 0.543 | ||||
| ERA5_BARPA | [-] | 82.7 | 82.2 | 58.7 | 23.6 | 24.0 | 0.887 | 0.138 | 0.630 | 0.934 | 0.240 | 0.515 | ||||
| ERA5_CCAM | [-] | 88.2 | 87.3 | 58.7 | 28.6 | 29.1 | 0.633 | 0.0683 | 0.566 | 0.958 | 0.349 | 0.502 | ||||
| MPI-ESM1-2-HR_BARPA | [-] | 81.8 | 81.5 | 58.7 | 22.8 | 23.2 | 0.823 | 0.155 | 0.620 | 0.948 | 0.265 | 0.522 | ||||
| MPI-ESM1-2-HR_CMIP6 | [-] | 80.2 | 80.2 | 61.8 | 18.4 | 18.6 | 0.200 | 0.118 | 0.720 | 0.986 | 0.0681 | 0.522 | ||||
| NorESM2-MM_BARPA | [-] | 82.9 | 82.4 | 58.7 | 23.7 | 24.1 | 1.02 | 0.135 | 0.617 | 0.924 | 0.245 | 0.508 | ||||
| NorESM2-MM_CCAM | [-] | 88.9 | 88.0 | 58.7 | 29.3 | 29.8 | 0.321 | 0.0566 | 0.550 | 0.975 | 0.315 | 0.489 | ||||
| NorESM2-MM_CMIP6 | [-] | 78.7 | 78.7 | 58.5 | 20.2 | 21.1 | 1.02 | 0.207 | 0.516 | 0.933 | 0.185 | 0.471 |
Download Data |
Period Mean (original grids) [%] |
Model Period Mean (intersection) [%] |
Benchmark Period Mean (intersection) [%] |
Model Period Mean (complement) [%] |
Benchmark Period Mean (complement) [%] |
Bias [%] |
RMSE [%] |
Phase Shift [months] |
Bias Score [1] |
RMSE Score [1] |
Seasonal Cycle Score [1] |
Spatial Distribution Score [1] |
Overall Score [1] |
|||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Benchmark | [-] | 57.0 | ||||||||||||||
| ACCESS-CM2_BARPA | [-] | 74.2 | 74.5 | 57.0 | 17.5 | 19.0 | 1.02 | 0.330 | 0.585 | 0.880 | 0.0450 | 0.485 | ||||
| ACCESS-CM2_CCAM | [-] | 78.1 | 78.1 | 57.0 | 21.2 | 21.5 | 0.424 | 0.241 | 0.726 | 0.959 | 0.112 | 0.553 | ||||
| ACCESS-CM2_CMIP6 | [-] | 77.1 | 77.1 | 65.5 | 11.6 | 11.8 | 0.00 | 0.209 | 0.765 | 1.00 | 0.0421 | 0.556 | ||||
| ACCESS-ESM1-5_BARPA | [-] | 72.9 | 73.2 | 57.0 | 16.2 | 18.2 | 1.36 | 0.328 | 0.543 | 0.800 | 0.0439 | 0.452 | ||||
| ACCESS-ESM1-5_CCAM | [-] | 79.2 | 79.2 | 57.0 | 22.2 | 22.7 | 0.510 | 0.208 | 0.665 | 0.943 | 0.105 | 0.517 | ||||
| ACCESS-ESM1-5_CMIP6 | [-] | 77.0 | 77.0 | 64.1 | 12.9 | 13.4 | 0.00 | 0.154 | 0.567 | 1.00 | 0.237 | 0.505 | ||||
| CESM2_BARPA | [-] | 74.5 | 74.8 | 57.0 | 17.9 | 19.8 | 1.11 | 0.319 | 0.504 | 0.818 | 0.0431 | 0.438 | ||||
| CESM2_CCAM | [-] | 74.3 | 74.1 | 57.0 | 17.1 | 18.4 | 0.769 | 0.334 | 0.638 | 0.869 | 0.146 | 0.525 | ||||
| CMCC-ESM2_BARPA | [-] | 74.9 | 75.2 | 57.0 | 18.2 | 19.8 | 0.939 | 0.308 | 0.574 | 0.894 | 0.0615 | 0.482 | ||||
| CMCC-ESM2_CCAM | [-] | 83.3 | 83.6 | 57.0 | 26.6 | 27.3 | 0.976 | 0.129 | 0.553 | 0.826 | 0.126 | 0.438 | ||||
| CMCC-ESM2_CMIP6 | [-] | 75.1 | 75.1 | 61.5 | 13.6 | 16.6 | 2.37 | 0.248 | 0.441 | 0.564 | 0.332 | 0.405 | ||||
| CNRM-ESM2-1_CCAM | [-] | 76.3 | 76.2 | 57.0 | 19.2 | 19.9 | 0.763 | 0.294 | 0.655 | 0.946 | 0.125 | 0.535 | ||||
| CNRM-ESM2-1_CMIP6 | [-] | 70.4 | 70.4 | 60.2 | 10.1 | 10.8 | 0.341 | 0.496 | 0.717 | 0.981 | 0.0309 | 0.588 | ||||
| EC-Earth3_BARPA | [-] | 72.7 | 72.9 | 57.0 | 15.9 | 17.6 | 0.726 | 0.322 | 0.604 | 0.896 | 0.0345 | 0.492 | ||||
| EC-Earth3_CCAM | [-] | 77.9 | 77.7 | 57.0 | 20.7 | 21.4 | 0.633 | 0.240 | 0.622 | 0.910 | 0.104 | 0.500 | ||||
| EC-Earth3_CMIP6 | [-] | 67.2 | 67.2 | 60.7 | 6.44 | 9.01 | 0.767 | 0.564 | 0.613 | 0.873 | 0.251 | 0.583 | ||||
| ERA5_BARPA | [-] | 76.1 | 76.4 | 57.0 | 19.4 | 20.2 | 0.596 | 0.289 | 0.642 | 0.933 | 0.0316 | 0.508 | ||||
| ERA5_CCAM | [-] | 81.6 | 81.7 | 57.0 | 24.7 | 25.0 | 0.0847 | 0.147 | 0.678 | 0.996 | 0.0956 | 0.519 | ||||
| MPI-ESM1-2-HR_BARPA | [-] | 69.7 | 69.8 | 57.0 | 12.8 | 15.7 | 0.890 | 0.348 | 0.599 | 0.867 | 0.0938 | 0.502 | ||||
| MPI-ESM1-2-HR_CMIP6 | [-] | 64.8 | 64.8 | 57.5 | 7.25 | 10.1 | 0.167 | 0.449 | 0.581 | 0.989 | 0.478 | 0.616 | ||||
| NorESM2-MM_BARPA | [-] | 75.8 | 76.2 | 57.0 | 19.2 | 20.6 | 1.07 | 0.292 | 0.569 | 0.827 | 0.0562 | 0.463 | ||||
| NorESM2-MM_CCAM | [-] | 80.5 | 80.5 | 57.0 | 23.5 | 24.0 | 0.804 | 0.174 | 0.650 | 0.910 | 0.117 | 0.500 | ||||
| NorESM2-MM_CMIP6 | [-] | 73.5 | 73.5 | 61.5 | 12.1 | 14.8 | 1.52 | 0.302 | 0.534 | 0.701 | 0.182 | 0.451 |
Download Data |
Period Mean (original grids) [%] |
Model Period Mean (intersection) [%] |
Benchmark Period Mean (intersection) [%] |
Model Period Mean (complement) [%] |
Benchmark Period Mean (complement) [%] |
Bias [%] |
RMSE [%] |
Phase Shift [months] |
Bias Score [1] |
RMSE Score [1] |
Seasonal Cycle Score [1] |
Spatial Distribution Score [1] |
Overall Score [1] |
|||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Benchmark | [-] | 64.3 | ||||||||||||||
| ACCESS-CM2_BARPA | [-] | 72.9 | 72.6 | 64.3 | 8.35 | 8.67 | 0.193 | 0.486 | 0.815 | 0.988 | 0.396 | 0.700 | ||||
| ACCESS-CM2_CCAM | [-] | 76.0 | 75.6 | 64.3 | 11.3 | 11.8 | 0.290 | 0.352 | 0.759 | 0.981 | 0.710 | 0.712 | ||||
| ACCESS-CM2_CMIP6 | [-] | 76.3 | 76.3 | 68.6 | 7.72 | 8.02 | 0.00 | 0.466 | 0.792 | 1.00 | 0.373 | 0.685 | ||||
| ACCESS-ESM1-5_BARPA | [-] | 72.0 | 71.6 | 64.3 | 7.31 | 8.00 | 0.193 | 0.536 | 0.754 | 0.988 | 0.406 | 0.688 | ||||
| ACCESS-ESM1-5_CCAM | [-] | 75.4 | 74.8 | 64.3 | 10.5 | 10.8 | 0.242 | 0.387 | 0.812 | 0.985 | 0.893 | 0.777 | ||||
| ACCESS-ESM1-5_CMIP6 | [-] | 71.1 | 71.1 | 61.7 | 9.41 | 9.92 | 0.00 | 0.426 | 0.749 | 1.00 | 0.362 | 0.657 | ||||
| CESM2_BARPA | [-] | 73.5 | 73.2 | 64.3 | 8.86 | 9.48 | 0.193 | 0.456 | 0.732 | 0.988 | 0.370 | 0.655 | ||||
| CESM2_CCAM | [-] | 75.8 | 75.1 | 64.3 | 10.8 | 11.1 | 0.631 | 0.364 | 0.808 | 0.959 | 0.840 | 0.756 | ||||
| CMCC-ESM2_BARPA | [-] | 73.0 | 72.7 | 64.3 | 8.44 | 8.77 | 0.582 | 0.481 | 0.809 | 0.962 | 0.386 | 0.689 | ||||
| CMCC-ESM2_CCAM | [-] | 76.5 | 76.0 | 64.3 | 11.7 | 11.9 | 0.437 | 0.359 | 0.802 | 0.972 | 0.967 | 0.780 | ||||
| CMCC-ESM2_CMIP6 | [-] | 72.6 | 72.6 | 67.8 | 4.74 | 6.19 | 0.609 | 0.658 | 0.697 | 0.960 | 0.298 | 0.662 | ||||
| CNRM-ESM2-1_CCAM | [-] | 72.7 | 72.0 | 64.3 | 7.74 | 8.25 | 0.388 | 0.523 | 0.811 | 0.974 | 0.962 | 0.816 | ||||
| CNRM-ESM2-1_CMIP6 | [-] | 69.9 | 69.9 | 71.9 | -2.03 | 2.37 | 0.00 | 0.726 | 0.824 | 1.00 | 1.00 | 0.875 | ||||
| EC-Earth3_BARPA | [-] | 70.4 | 70.1 | 64.3 | 5.76 | 6.52 | 0.242 | 0.629 | 0.786 | 0.984 | 0.467 | 0.730 | ||||
| EC-Earth3_CCAM | [-] | 72.7 | 72.0 | 64.3 | 7.73 | 8.27 | 0.581 | 0.518 | 0.804 | 0.961 | 0.958 | 0.809 | ||||
| EC-Earth3_CMIP6 | [-] | 66.9 | 66.9 | 65.8 | 1.08 | 4.22 | 0.339 | 0.711 | 0.765 | 0.977 | 0.483 | 0.740 | ||||
| ERA5_BARPA | [-] | 73.5 | 73.3 | 64.3 | 8.99 | 9.26 | 0.193 | 0.458 | 0.818 | 0.988 | 0.412 | 0.699 | ||||
| ERA5_CCAM | [-] | 75.1 | 74.5 | 64.3 | 10.2 | 10.4 | 0.193 | 0.416 | 0.850 | 0.988 | 0.966 | 0.814 | ||||
| MPI-ESM1-2-HR_BARPA | [-] | 71.0 | 70.7 | 64.3 | 6.41 | 7.01 | 0.193 | 0.597 | 0.794 | 0.988 | 0.428 | 0.720 | ||||
| MPI-ESM1-2-HR_CMIP6 | [-] | 65.3 | 65.3 | 65.2 | 0.121 | 3.63 | 0.203 | 0.806 | 0.725 | 0.987 | 0.108 | 0.670 | ||||
| NorESM2-MM_BARPA | [-] | 74.4 | 74.2 | 64.3 | 9.85 | 10.2 | 0.193 | 0.413 | 0.790 | 0.988 | 0.369 | 0.670 | ||||
| NorESM2-MM_CCAM | [-] | 77.1 | 76.6 | 64.3 | 12.3 | 12.5 | 0.678 | 0.330 | 0.821 | 0.954 | 0.921 | 0.770 | ||||
| NorESM2-MM_CMIP6 | [-] | 70.7 | 70.7 | 67.8 | 2.83 | 7.32 | 0.00 | 0.751 | 0.506 | 1.00 | 0.521 | 0.657 |
Download Data |
Period Mean (original grids) [%] |
Model Period Mean (intersection) [%] |
Benchmark Period Mean (intersection) [%] |
Model Period Mean (complement) [%] |
Benchmark Period Mean (complement) [%] |
Bias [%] |
RMSE [%] |
Phase Shift [months] |
Bias Score [1] |
RMSE Score [1] |
Seasonal Cycle Score [1] |
Spatial Distribution Score [1] |
Overall Score [1] |
|||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Benchmark | [-] | 53.5 | ||||||||||||||
| ACCESS-CM2_BARPA | [-] | 62.4 | 62.0 | 53.5 | 8.52 | 8.94 | 0.139 | 0.451 | 0.793 | 0.990 | 0.982 | 0.802 | ||||
| ACCESS-CM2_CCAM | [-] | 61.5 | 60.9 | 53.5 | 7.35 | 7.94 | 0.0836 | 0.501 | 0.768 | 0.994 | 0.994 | 0.805 | ||||
| ACCESS-CM2_CMIP6 | [-] | 63.2 | 63.2 | 59.8 | 3.35 | 4.47 | 0.00 | 0.665 | 0.745 | 1.00 | 0.994 | 0.830 | ||||
| ACCESS-ESM1-5_BARPA | [-] | 61.3 | 61.0 | 53.5 | 7.47 | 8.13 | 0.650 | 0.496 | 0.755 | 0.956 | 0.999 | 0.792 | ||||
| ACCESS-ESM1-5_CCAM | [-] | 62.3 | 61.8 | 53.5 | 8.24 | 8.88 | 0.0559 | 0.464 | 0.769 | 0.996 | 0.994 | 0.798 | ||||
| ACCESS-ESM1-5_CMIP6 | [-] | 58.5 | 58.5 | 54.8 | 3.64 | 5.20 | 0.00 | 0.743 | 0.743 | 1.00 | 0.998 | 0.846 | ||||
| CESM2_BARPA | [-] | 62.6 | 62.2 | 53.5 | 8.70 | 9.48 | 0.140 | 0.441 | 0.718 | 0.982 | 0.998 | 0.771 | ||||
| CESM2_CCAM | [-] | 60.5 | 59.6 | 53.5 | 6.08 | 6.68 | 0.705 | 0.560 | 0.790 | 0.953 | 0.976 | 0.814 | ||||
| CMCC-ESM2_BARPA | [-] | 62.2 | 61.9 | 53.5 | 8.39 | 9.07 | 0.905 | 0.455 | 0.734 | 0.940 | 0.995 | 0.772 | ||||
| CMCC-ESM2_CCAM | [-] | 63.0 | 62.6 | 53.5 | 9.06 | 9.90 | 0.705 | 0.434 | 0.763 | 0.954 | 0.961 | 0.775 | ||||
| CMCC-ESM2_CMIP6 | [-] | 61.6 | 61.6 | 55.9 | 5.74 | 7.54 | 0.869 | 0.605 | 0.642 | 0.942 | 0.974 | 0.761 | ||||
| CNRM-ESM2-1_CCAM | [-] | 59.6 | 59.1 | 53.5 | 5.57 | 6.65 | 0.0559 | 0.557 | 0.832 | 0.996 | 0.981 | 0.840 | ||||
| CNRM-ESM2-1_CMIP6 | [-] | 53.2 | 53.2 | 54.6 | -1.40 | 3.76 | 0.407 | 0.777 | 0.794 | 0.974 | 0.945 | 0.857 | ||||
| EC-Earth3_BARPA | [-] | 59.4 | 59.1 | 53.5 | 5.62 | 6.74 | 0.140 | 0.591 | 0.730 | 0.987 | 0.994 | 0.806 | ||||
| EC-Earth3_CCAM | [-] | 58.0 | 57.4 | 53.5 | 3.90 | 5.82 | 0.0839 | 0.626 | 0.772 | 0.994 | 0.997 | 0.832 | ||||
| EC-Earth3_CMIP6 | [-] | 57.8 | 57.8 | 55.2 | 2.51 | 5.48 | 0.251 | 0.647 | 0.720 | 0.964 | 0.865 | 0.783 | ||||
| ERA5_BARPA | [-] | 62.7 | 62.4 | 53.5 | 8.85 | 9.23 | 0.223 | 0.438 | 0.801 | 0.984 | 0.981 | 0.801 | ||||
| ERA5_CCAM | [-] | 61.1 | 60.5 | 53.5 | 7.01 | 7.83 | 0.0836 | 0.509 | 0.817 | 0.994 | 0.968 | 0.821 | ||||
| MPI-ESM1-2-HR_BARPA | [-] | 59.9 | 59.5 | 53.5 | 5.99 | 6.65 | 0.112 | 0.577 | 0.784 | 0.992 | 0.998 | 0.827 | ||||
| MPI-ESM1-2-HR_CMIP6 | [-] | 52.4 | 52.4 | 55.4 | -3.01 | 5.26 | 0.112 | 0.709 | 0.704 | 0.992 | 0.949 | 0.812 | ||||
| NorESM2-MM_BARPA | [-] | 64.5 | 64.1 | 53.5 | 10.6 | 11.1 | 0.423 | 0.368 | 0.751 | 0.973 | 0.967 | 0.762 | ||||
| NorESM2-MM_CCAM | [-] | 66.2 | 65.7 | 53.5 | 12.2 | 12.7 | 0.933 | 0.338 | 0.737 | 0.939 | 0.938 | 0.738 | ||||
| NorESM2-MM_CMIP6 | [-] | 62.4 | 62.4 | 55.9 | 6.46 | 9.33 | 0.863 | 0.563 | 0.552 | 0.827 | 0.903 | 0.680 |
Download Data |
Period Mean (original grids) [%] |
Model Period Mean (intersection) [%] |
Benchmark Period Mean (intersection) [%] |
Model Period Mean (complement) [%] |
Benchmark Period Mean (complement) [%] |
Bias [%] |
RMSE [%] |
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 | [-] | 62.5 | 62.5 | 56.6 | 5.96 | 6.88 | 0.291 | 0.556 | 0.764 | 0.980 | 0.983 | 0.809 | ||||
| ACCESS-CM2_CCAM | [-] | 61.8 | 62.0 | 56.6 | 5.46 | 7.07 | 0.214 | 0.580 | 0.711 | 0.986 | 0.937 | 0.785 | ||||
| ACCESS-CM2_CMIP6 | [-] | 59.3 | 59.3 | 58.5 | 0.736 | 5.36 | 0.0793 | 0.814 | 0.634 | 0.996 | 0.984 | 0.812 | ||||
| ACCESS-ESM1-5_BARPA | [-] | 60.4 | 60.5 | 56.6 | 3.96 | 5.27 | 0.277 | 0.644 | 0.774 | 0.979 | 0.941 | 0.823 | ||||
| ACCESS-ESM1-5_CCAM | [-] | 60.5 | 60.7 | 56.6 | 4.13 | 6.23 | 0.190 | 0.616 | 0.746 | 0.985 | 0.882 | 0.795 | ||||
| ACCESS-ESM1-5_CMIP6 | [-] | 57.6 | 57.6 | 57.8 | -0.163 | 4.13 | 0.236 | 0.807 | 0.718 | 0.986 | 0.984 | 0.843 | ||||
| CESM2_BARPA | [-] | 62.1 | 62.1 | 56.6 | 5.56 | 6.74 | 0.270 | 0.569 | 0.759 | 0.981 | 0.928 | 0.799 | ||||
| CESM2_CCAM | [-] | 62.5 | 62.7 | 56.6 | 6.13 | 8.17 | 0.336 | 0.546 | 0.679 | 0.975 | 0.800 | 0.736 | ||||
| CMCC-ESM2_BARPA | [-] | 61.4 | 61.5 | 56.6 | 4.92 | 6.13 | 0.234 | 0.603 | 0.760 | 0.984 | 0.937 | 0.809 | ||||
| CMCC-ESM2_CCAM | [-] | 65.5 | 65.6 | 56.6 | 9.02 | 9.77 | 0.356 | 0.434 | 0.739 | 0.977 | 0.976 | 0.773 | ||||
| CMCC-ESM2_CMIP6 | [-] | 60.4 | 60.4 | 57.6 | 2.76 | 5.17 | 0.459 | 0.715 | 0.709 | 0.930 | 0.998 | 0.812 | ||||
| CNRM-ESM2-1_CCAM | [-] | 63.5 | 63.7 | 56.6 | 7.10 | 7.79 | 0.292 | 0.511 | 0.755 | 0.980 | 0.988 | 0.798 | ||||
| CNRM-ESM2-1_CMIP6 | [-] | 57.3 | 57.3 | 57.4 | -0.119 | 5.67 | 0.202 | 0.713 | 0.693 | 0.986 | 0.982 | 0.813 | ||||
| EC-Earth3_BARPA | [-] | 59.7 | 59.8 | 56.6 | 3.26 | 5.31 | 0.306 | 0.688 | 0.720 | 0.970 | 0.938 | 0.807 | ||||
| EC-Earth3_CCAM | [-] | 61.1 | 61.3 | 56.6 | 4.70 | 6.05 | 0.307 | 0.616 | 0.741 | 0.978 | 0.894 | 0.794 | ||||
| EC-Earth3_CMIP6 | [-] | 56.0 | 56.0 | 56.5 | -0.546 | 4.19 | 0.339 | 0.863 | 0.700 | 0.964 | 0.988 | 0.843 | ||||
| ERA5_BARPA | [-] | 62.8 | 62.8 | 56.6 | 6.28 | 6.87 | 0.263 | 0.546 | 0.793 | 0.982 | 0.986 | 0.820 | ||||
| ERA5_CCAM | [-] | 61.6 | 61.8 | 56.6 | 5.21 | 6.00 | 0.308 | 0.591 | 0.814 | 0.979 | 0.932 | 0.826 | ||||
| MPI-ESM1-2-HR_BARPA | [-] | 60.6 | 60.8 | 56.6 | 4.20 | 5.51 | 0.248 | 0.632 | 0.772 | 0.983 | 0.936 | 0.819 | ||||
| MPI-ESM1-2-HR_CMIP6 | [-] | 53.3 | 53.3 | 56.7 | -3.40 | 5.50 | 0.145 | 0.721 | 0.737 | 0.991 | 0.960 | 0.829 | ||||
| NorESM2-MM_BARPA | [-] | 64.3 | 64.3 | 56.6 | 7.72 | 8.47 | 0.262 | 0.488 | 0.758 | 0.981 | 0.994 | 0.796 | ||||
| NorESM2-MM_CCAM | [-] | 64.0 | 64.3 | 56.6 | 7.72 | 9.19 | 0.234 | 0.488 | 0.697 | 0.984 | 0.972 | 0.768 | ||||
| NorESM2-MM_CMIP6 | [-] | 58.5 | 58.5 | 57.6 | 0.900 | 6.53 | 0.972 | 0.753 | 0.594 | 0.894 | 0.998 | 0.767 |
Download Data |
Period Mean (original grids) [%] |
Model Period Mean (intersection) [%] |
Benchmark Period Mean (intersection) [%] |
Model Period Mean (complement) [%] |
Benchmark Period Mean (complement) [%] |
Bias [%] |
RMSE [%] |
Phase Shift [months] |
Bias Score [1] |
RMSE Score [1] |
Seasonal Cycle Score [1] |
Spatial Distribution Score [1] |
Overall Score [1] |
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|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Benchmark | [-] | 70.2 | ||||||||||||||
| ACCESS-CM2_BARPA | [-] | 73.7 | 73.6 | 70.2 | 3.38 | 4.86 | 0.735 | 0.613 | 0.670 | 0.936 | 0.957 | 0.769 | ||||
| ACCESS-CM2_CCAM | [-] | 75.9 | 75.9 | 70.2 | 5.67 | 7.17 | 0.948 | 0.442 | 0.535 | 0.935 | 0.979 | 0.685 | ||||
| ACCESS-CM2_CMIP6 | [-] | 70.8 | 70.8 | 73.4 | -2.56 | 6.52 | 0.790 | 0.410 | 0.524 | 0.948 | 0.710 | 0.623 | ||||
| ACCESS-ESM1-5_BARPA | [-] | 74.5 | 74.3 | 70.2 | 4.13 | 5.16 | 0.273 | 0.580 | 0.679 | 0.974 | 0.968 | 0.776 | ||||
| ACCESS-ESM1-5_CCAM | [-] | 78.6 | 78.5 | 70.2 | 8.34 | 9.53 | 0.526 | 0.269 | 0.508 | 0.955 | 0.995 | 0.647 | ||||
| ACCESS-ESM1-5_CMIP6 | [-] | 72.9 | 72.9 | 74.6 | -1.74 | 5.23 | 0.504 | 0.642 | 0.406 | 0.932 | 0.457 | 0.569 | ||||
| CESM2_BARPA | [-] | 71.6 | 71.5 | 70.2 | 1.30 | 4.88 | 0.440 | 0.659 | 0.545 | 0.939 | 0.990 | 0.736 | ||||
| CESM2_CCAM | [-] | 75.9 | 75.8 | 70.2 | 5.55 | 7.34 | 1.14 | 0.459 | 0.516 | 0.899 | 0.959 | 0.669 | ||||
| CMCC-ESM2_BARPA | [-] | 72.2 | 72.2 | 70.2 | 1.97 | 4.82 | 0.188 | 0.666 | 0.565 | 0.978 | 0.968 | 0.749 | ||||
| CMCC-ESM2_CCAM | [-] | 79.3 | 79.1 | 70.2 | 8.85 | 9.78 | 0.358 | 0.249 | 0.549 | 0.960 | 0.999 | 0.661 | ||||
| CMCC-ESM2_CMIP6 | [-] | 69.4 | 69.4 | 71.7 | -2.31 | 4.71 | 0.549 | 0.502 | 0.613 | 0.918 | 0.993 | 0.728 | ||||
| CNRM-ESM2-1_CCAM | [-] | 76.5 | 76.4 | 70.2 | 6.21 | 7.78 | 0.359 | 0.425 | 0.535 | 0.977 | 0.992 | 0.693 | ||||
| CNRM-ESM2-1_CMIP6 | [-] | 66.0 | 66.0 | 73.9 | -7.90 | 8.87 | 0.656 | 0.347 | 0.490 | 0.957 | 0.845 | 0.626 | ||||
| EC-Earth3_BARPA | [-] | 73.6 | 73.5 | 70.2 | 3.34 | 5.01 | 0.275 | 0.620 | 0.582 | 0.969 | 0.994 | 0.750 | ||||
| EC-Earth3_CCAM | [-] | 80.0 | 79.7 | 70.2 | 9.55 | 10.6 | 0.317 | 0.205 | 0.497 | 0.964 | 0.966 | 0.626 | ||||
| EC-Earth3_CMIP6 | [-] | 71.5 | 71.5 | 70.1 | 1.41 | 8.00 | 0.857 | 0.611 | 0.324 | 0.916 | 0.989 | 0.633 | ||||
| ERA5_BARPA | [-] | 74.7 | 74.6 | 70.2 | 4.36 | 5.49 | 0.145 | 0.550 | 0.622 | 0.982 | 0.993 | 0.754 | ||||
| ERA5_CCAM | [-] | 79.9 | 79.6 | 70.2 | 9.43 | 10.2 | 0.273 | 0.220 | 0.566 | 0.961 | 0.993 | 0.661 | ||||
| MPI-ESM1-2-HR_BARPA | [-] | 72.3 | 72.2 | 70.2 | 2.00 | 4.38 | 0.294 | 0.653 | 0.668 | 0.970 | 0.965 | 0.785 | ||||
| MPI-ESM1-2-HR_CMIP6 | [-] | 62.7 | 62.7 | 72.7 | -9.95 | 11.2 | 0.931 | 0.187 | 0.550 | 0.866 | 0.913 | 0.613 | ||||
| NorESM2-MM_BARPA | [-] | 73.8 | 73.6 | 70.2 | 3.39 | 4.92 | 0.377 | 0.630 | 0.589 | 0.954 | 0.999 | 0.752 | ||||
| NorESM2-MM_CCAM | [-] | 82.2 | 82.0 | 70.2 | 11.8 | 12.4 | 0.440 | 0.142 | 0.565 | 0.940 | 0.972 | 0.637 | ||||
| NorESM2-MM_CMIP6 | [-] | 72.4 | 72.4 | 71.7 | 0.738 | 3.27 | 0.323 | 0.666 | 0.653 | 0.949 | 0.938 | 0.772 |




























