Download Data |
Period Mean (original grids) [mm d-1] |
Model Period Mean (intersection) [mm d-1] |
Benchmark Period Mean (intersection) [mm d-1] |
Model Period Mean (complement) [mm d-1] |
Benchmark Period Mean (complement) [mm d-1] |
Bias [mm d-1] |
RMSE [mm d-1] |
Phase Shift [months] |
Bias Score [1] |
RMSE Score [1] |
Seasonal Cycle Score [1] |
Spatial Distribution Score [1] |
Overall Score [1] |
|||
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
Benchmark | [-] | 1.09 | ||||||||||||||
ACCESS-ESM1-5 | [-] | 1.55 | 1.59 | 1.09 | 1.21 | 0.481 | 0.838 | 0.861 | 0.569 | 0.477 | 0.912 | 0.724 | 0.632 | |||
BCC-CSM2-MR | [-] | 1.06 | 1.08 | 1.09 | 0.785 | -0.0182 | 0.459 | 0.515 | 0.787 | 0.633 | 0.940 | 0.771 | 0.753 | |||
CanESM5 | [-] | 1.04 | 1.06 | 1.09 | 0.688 | -0.0315 | 0.564 | 0.575 | 0.758 | 0.564 | 0.921 | 0.749 | 0.711 | |||
CESM2 | [-] | 0.985 | 0.997 | 1.09 | 0.786 | -0.0852 | 0.482 | 0.539 | 0.784 | 0.626 | 0.937 | 0.818 | 0.758 | |||
GFDL-ESM4 | [-] | 1.31 | 1.35 | 1.09 | 0.959 | 0.260 | 0.546 | 0.456 | 0.706 | 0.606 | 0.954 | 0.875 | 0.749 | |||
IPSL-CM6A-LR | [-] | 1.08 | 1.11 | 1.09 | 0.707 | 0.0299 | 0.423 | 0.446 | 0.794 | 0.654 | 0.940 | 0.838 | 0.776 | |||
MeanCMIP6 | [-] | 1.13 | 1.17 | 1.09 | 0.832 | 0.0729 | 0.404 | 0.320 | 0.813 | 0.660 | 0.960 | 0.907 | 0.800 | |||
MIROC-ESM2L | [-] | 1.48 | 1.51 | 1.09 | 1.15 | 0.410 | 0.713 | 0.571 | 0.610 | 0.572 | 0.927 | 0.478 | 0.632 | |||
MPI-ESM1.2-HR | [-] | 1.30 | 1.33 | 1.09 | 0.746 | 0.234 | 0.571 | 0.662 | 0.700 | 0.597 | 0.934 | 0.700 | 0.706 | |||
NorESM2-LM | [-] | 0.941 | 0.957 | 1.09 | 0.736 | -0.134 | 0.496 | 0.534 | 0.774 | 0.619 | 0.936 | 0.811 | 0.752 | |||
UKESM1-0-LL | [-] | 1.08 | 1.09 | 1.09 | 0.907 | -0.000751 | 0.488 | 0.379 | 0.814 | 0.596 | 0.949 | 0.880 | 0.767 |
Download Data |
Period Mean (original grids) [mm d-1] |
Model Period Mean (intersection) [mm d-1] |
Benchmark Period Mean (intersection) [mm d-1] |
Model Period Mean (complement) [mm d-1] |
Benchmark Period Mean (complement) [mm d-1] |
Bias [mm d-1] |
RMSE [mm d-1] |
Phase Shift [months] |
Bias Score [1] |
RMSE Score [1] |
Seasonal Cycle Score [1] |
Spatial Distribution Score [1] |
Overall Score [1] |
|||
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
Benchmark | [-] | 1.56 | ||||||||||||||
ACCESS-ESM1-5 | [-] | 1.70 | 2.11 | 1.56 | 0.590 | 0.613 | 1.03 | 1.61 | 0.425 | 0.419 | 0.727 | 0.953 | 0.589 | |||
BCC-CSM2-MR | [-] | 1.44 | 1.77 | 1.56 | 0.542 | 0.266 | 0.762 | 1.53 | 0.563 | 0.463 | 0.726 | 0.961 | 0.635 | |||
CanESM5 | [-] | 1.53 | 1.86 | 1.56 | 0.615 | 0.400 | 0.985 | 1.57 | 0.472 | 0.416 | 0.737 | 0.929 | 0.594 | |||
CESM2 | [-] | 1.33 | 1.63 | 1.56 | 0.499 | 0.139 | 0.736 | 1.52 | 0.576 | 0.496 | 0.761 | 0.969 | 0.660 | |||
GFDL-ESM4 | [-] | 1.72 | 1.96 | 1.56 | 1.24 | 0.400 | 0.773 | 1.29 | 0.529 | 0.486 | 0.780 | 0.973 | 0.651 | |||
IPSL-CM6A-LR | [-] | 1.51 | 1.88 | 1.56 | 0.509 | 0.392 | 0.826 | 1.49 | 0.571 | 0.482 | 0.760 | 0.960 | 0.651 | |||
MeanCMIP6 | [-] | 1.52 | 1.87 | 1.56 | 0.612 | 0.358 | 0.689 | 1.28 | 0.577 | 0.541 | 0.794 | 0.976 | 0.686 | |||
MIROC-ESM2L | [-] | 1.95 | 2.36 | 1.56 | 0.881 | 0.855 | 1.15 | 1.62 | 0.369 | 0.464 | 0.725 | 0.890 | 0.582 | |||
MPI-ESM1.2-HR | [-] | 1.44 | 1.85 | 1.56 | 0.213 | 0.341 | 0.861 | 1.43 | 0.460 | 0.437 | 0.741 | 0.926 | 0.600 | |||
NorESM2-LM | [-] | 1.36 | 1.63 | 1.56 | 0.584 | 0.151 | 0.756 | 1.52 | 0.569 | 0.492 | 0.755 | 0.964 | 0.654 | |||
UKESM1-0-LL | [-] | 1.44 | 1.78 | 1.56 | 0.506 | 0.290 | 0.748 | 1.34 | 0.551 | 0.503 | 0.760 | 0.946 | 0.653 |
Download Data |
Period Mean (original grids) [mm d-1] |
Model Period Mean (intersection) [mm d-1] |
Benchmark Period Mean (intersection) [mm d-1] |
Model Period Mean (complement) [mm d-1] |
Benchmark Period Mean (complement) [mm d-1] |
Bias [mm d-1] |
RMSE [mm d-1] |
Phase Shift [months] |
Bias Score [1] |
RMSE Score [1] |
Seasonal Cycle Score [1] |
Spatial Distribution Score [1] |
Overall Score [1] |
|||
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
Benchmark | [-] | 0.526 | ||||||||||||||
ACCESS-ESM1-5 | [-] | 0.829 | 1.28 | 0.526 | 0.334 | 0.827 | 1.10 | 2.04 | 0.299 | 0.339 | 0.703 | 0.542 | 0.444 | |||
BCC-CSM2-MR | [-] | 0.738 | 1.14 | 0.526 | 0.306 | 0.675 | 0.886 | 1.89 | 0.373 | 0.381 | 0.734 | 0.659 | 0.506 | |||
CanESM5 | [-] | 0.921 | 1.34 | 0.526 | 0.374 | 0.910 | 1.23 | 2.07 | 0.305 | 0.321 | 0.709 | 0.528 | 0.437 | |||
CESM2 | [-] | 0.766 | 1.12 | 0.526 | 0.349 | 0.655 | 0.868 | 2.23 | 0.405 | 0.408 | 0.712 | 0.727 | 0.532 | |||
GFDL-ESM4 | [-] | 0.893 | 1.21 | 0.526 | 0.581 | 0.692 | 0.849 | 1.57 | 0.322 | 0.441 | 0.777 | 0.670 | 0.530 | |||
IPSL-CM6A-LR | [-] | 0.987 | 1.46 | 0.526 | 0.323 | 1.00 | 1.23 | 2.05 | 0.260 | 0.329 | 0.720 | 0.573 | 0.442 | |||
MeanCMIP6 | [-] | 0.807 | 1.21 | 0.526 | 0.354 | 0.732 | 0.877 | 1.85 | 0.344 | 0.455 | 0.751 | 0.759 | 0.553 | |||
MIROC-ESM2L | [-] | 1.10 | 1.67 | 0.526 | 0.427 | 1.21 | 1.39 | 2.31 | 0.222 | 0.351 | 0.699 | 0.439 | 0.413 | |||
MPI-ESM1.2-HR | [-] | 0.386 | 0.664 | 0.526 | 0.0730 | 0.230 | 0.594 | 1.60 | 0.523 | 0.462 | 0.760 | 0.600 | 0.561 | |||
NorESM2-LM | [-] | 0.795 | 1.16 | 0.526 | 0.334 | 0.708 | 0.935 | 2.20 | 0.382 | 0.405 | 0.696 | 0.652 | 0.508 | |||
UKESM1-0-LL | [-] | 0.633 | 0.942 | 0.526 | 0.265 | 0.491 | 0.783 | 1.84 | 0.433 | 0.415 | 0.754 | 0.579 | 0.519 |
Download Data |
Period Mean (original grids) [mm d-1] |
Model Period Mean (intersection) [mm d-1] |
Benchmark Period Mean (intersection) [mm d-1] |
Model Period Mean (complement) [mm d-1] |
Benchmark Period Mean (complement) [mm d-1] |
Bias [mm d-1] |
RMSE [mm d-1] |
Phase Shift [months] |
Bias Score [1] |
RMSE Score [1] |
Seasonal Cycle Score [1] |
Spatial Distribution Score [1] |
Overall Score [1] |
|||
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
Benchmark | [-] | 0.532 | ||||||||||||||
ACCESS-ESM1-5 | [-] | 0.997 | 1.05 | 0.532 | 0.836 | 0.545 | 0.812 | 2.67 | 0.252 | 0.204 | 0.599 | 0.525 | 0.357 | |||
BCC-CSM2-MR | [-] | 0.863 | 0.948 | 0.532 | 0.683 | 0.444 | 0.714 | 2.94 | 0.325 | 0.229 | 0.552 | 0.564 | 0.380 | |||
CanESM5 | [-] | 0.796 | 0.895 | 0.532 | 0.548 | 0.494 | 0.860 | 2.86 | 0.305 | 0.204 | 0.557 | 0.303 | 0.315 | |||
CESM2 | [-] | 0.783 | 0.842 | 0.532 | 0.649 | 0.343 | 0.784 | 3.13 | 0.413 | 0.165 | 0.541 | 0.575 | 0.372 | |||
GFDL-ESM4 | [-] | 0.799 | 0.948 | 0.532 | 0.586 | 0.418 | 0.678 | 2.42 | 0.343 | 0.253 | 0.650 | 0.590 | 0.418 | |||
IPSL-CM6A-LR | [-] | 0.852 | 1.05 | 0.532 | 0.453 | 0.568 | 0.964 | 3.23 | 0.268 | 0.169 | 0.502 | 0.389 | 0.300 | |||
MeanCMIP6 | [-] | 0.836 | 0.931 | 0.532 | 0.628 | 0.425 | 0.715 | 2.88 | 0.320 | 0.229 | 0.582 | 0.688 | 0.410 | |||
MIROC-ESM2L | [-] | 1.21 | 1.18 | 0.532 | 1.13 | 0.714 | 1.02 | 3.01 | 0.215 | 0.180 | 0.544 | 0.290 | 0.282 | |||
MPI-ESM1.2-HR | [-] | 0.559 | 0.707 | 0.532 | 0.294 | 0.217 | 0.618 | 2.68 | 0.444 | 0.230 | 0.611 | 0.552 | 0.414 | |||
NorESM2-LM | [-] | 0.766 | 0.815 | 0.532 | 0.625 | 0.338 | 0.775 | 3.17 | 0.423 | 0.190 | 0.527 | 0.460 | 0.358 | |||
UKESM1-0-LL | [-] | 0.701 | 0.815 | 0.532 | 0.558 | 0.331 | 0.689 | 2.54 | 0.418 | 0.248 | 0.626 | 0.393 | 0.387 |
Download Data |
Period Mean (original grids) [mm d-1] |
Model Period Mean (intersection) [mm d-1] |
Benchmark Period Mean (intersection) [mm d-1] |
Model Period Mean (complement) [mm d-1] |
Benchmark Period Mean (complement) [mm d-1] |
Bias [mm d-1] |
RMSE [mm d-1] |
Phase Shift [months] |
Bias Score [1] |
RMSE Score [1] |
Seasonal Cycle Score [1] |
Spatial Distribution Score [1] |
Overall Score [1] |
|||
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
Benchmark | [-] | 1.94 | ||||||||||||||
ACCESS-ESM1-5 | [-] | 2.18 | 2.54 | 1.94 | 1.73 | 0.560 | 1.04 | 2.00 | 0.388 | 0.391 | 0.685 | 0.905 | 0.552 | |||
BCC-CSM2-MR | [-] | 2.17 | 2.34 | 1.94 | 1.69 | 0.329 | 0.811 | 2.09 | 0.475 | 0.437 | 0.651 | 0.906 | 0.581 | |||
CanESM5 | [-] | 1.94 | 2.29 | 1.94 | 1.38 | 0.343 | 1.04 | 2.19 | 0.474 | 0.291 | 0.686 | 0.874 | 0.523 | |||
CESM2 | [-] | 1.84 | 1.95 | 1.94 | 1.60 | 0.0778 | 0.759 | 2.17 | 0.571 | 0.450 | 0.649 | 0.921 | 0.608 | |||
GFDL-ESM4 | [-] | 2.35 | 2.37 | 1.94 | 2.17 | 0.441 | 0.767 | 1.47 | 0.444 | 0.441 | 0.780 | 0.965 | 0.614 | |||
IPSL-CM6A-LR | [-] | 1.52 | 1.69 | 1.94 | 1.39 | -0.0979 | 0.939 | 1.76 | 0.466 | 0.378 | 0.708 | 0.867 | 0.560 | |||
MeanCMIP6 | [-] | 2.25 | 2.31 | 1.94 | 1.75 | 0.326 | 0.709 | 1.69 | 0.507 | 0.493 | 0.719 | 0.955 | 0.634 | |||
MIROC-ESM2L | [-] | 2.99 | 3.29 | 1.94 | 2.46 | 1.24 | 1.59 | 2.13 | 0.195 | 0.446 | 0.682 | 0.845 | 0.523 | |||
MPI-ESM1.2-HR | [-] | 2.14 | 2.31 | 1.94 | 1.46 | 0.398 | 0.805 | 1.94 | 0.429 | 0.424 | 0.670 | 0.876 | 0.564 | |||
NorESM2-LM | [-] | 1.90 | 1.97 | 1.94 | 1.51 | 0.0460 | 0.718 | 1.95 | 0.557 | 0.435 | 0.682 | 0.898 | 0.601 | |||
UKESM1-0-LL | [-] | 2.32 | 2.38 | 1.94 | 1.48 | 0.333 | 0.805 | 1.95 | 0.495 | 0.473 | 0.663 | 0.867 | 0.594 |
Download Data |
Period Mean (original grids) [mm d-1] |
Model Period Mean (intersection) [mm d-1] |
Benchmark Period Mean (intersection) [mm d-1] |
Model Period Mean (complement) [mm d-1] |
Benchmark Period Mean (complement) [mm d-1] |
Bias [mm d-1] |
RMSE [mm d-1] |
Phase Shift [months] |
Bias Score [1] |
RMSE Score [1] |
Seasonal Cycle Score [1] |
Spatial Distribution Score [1] |
Overall Score [1] |
|||
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
Benchmark | [-] | 1.65 | ||||||||||||||
ACCESS-ESM1-5 | [-] | 2.26 | 2.25 | 1.65 | 2.29 | 0.619 | 0.954 | 1.04 | 0.559 | 0.555 | 0.865 | 0.939 | 0.695 | |||
BCC-CSM2-MR | [-] | 1.74 | 1.74 | 1.65 | 2.06 | 0.113 | 0.616 | 0.934 | 0.762 | 0.614 | 0.879 | 0.959 | 0.766 | |||
CanESM5 | [-] | 1.95 | 1.91 | 1.65 | 2.08 | 0.306 | 0.757 | 0.963 | 0.699 | 0.576 | 0.863 | 0.860 | 0.715 | |||
CESM2 | [-] | 1.59 | 1.57 | 1.65 | 1.94 | -0.0343 | 0.586 | 0.870 | 0.756 | 0.649 | 0.890 | 0.959 | 0.780 | |||
GFDL-ESM4 | [-] | 2.02 | 2.03 | 1.65 | 2.19 | 0.373 | 0.663 | 0.650 | 0.677 | 0.637 | 0.917 | 0.957 | 0.765 | |||
IPSL-CM6A-LR | [-] | 1.76 | 1.75 | 1.65 | 1.96 | 0.153 | 0.587 | 0.790 | 0.759 | 0.639 | 0.893 | 0.894 | 0.765 | |||
MeanCMIP6 | [-] | 1.87 | 1.88 | 1.65 | 2.10 | 0.255 | 0.549 | 0.666 | 0.752 | 0.673 | 0.919 | 0.970 | 0.797 | |||
MIROC-ESM2L | [-] | 2.36 | 2.34 | 1.65 | 2.40 | 0.714 | 1.02 | 1.06 | 0.515 | 0.570 | 0.851 | 0.790 | 0.659 | |||
MPI-ESM1.2-HR | [-] | 2.12 | 2.12 | 1.65 | 2.03 | 0.467 | 0.806 | 0.783 | 0.613 | 0.599 | 0.908 | 0.919 | 0.728 | |||
NorESM2-LM | [-] | 1.58 | 1.60 | 1.65 | 1.91 | 0.00271 | 0.575 | 0.797 | 0.771 | 0.642 | 0.898 | 0.941 | 0.779 | |||
UKESM1-0-LL | [-] | 1.82 | 1.81 | 1.65 | 2.08 | 0.200 | 0.593 | 0.734 | 0.766 | 0.640 | 0.904 | 0.906 | 0.771 |
Download Data |
Period Mean (original grids) [mm d-1] |
Model Period Mean (intersection) [mm d-1] |
Benchmark Period Mean (intersection) [mm d-1] |
Model Period Mean (complement) [mm d-1] |
Benchmark Period Mean (complement) [mm d-1] |
Bias [mm d-1] |
RMSE [mm d-1] |
Phase Shift [months] |
Bias Score [1] |
RMSE Score [1] |
Seasonal Cycle Score [1] |
Spatial Distribution Score [1] |
Overall Score [1] |
|||
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
Benchmark | [-] | 3.66 | ||||||||||||||
ACCESS-ESM1-5 | [-] | 4.07 | 4.10 | 3.66 | 4.04 | 0.453 | 0.870 | 2.65 | 0.282 | 0.364 | 0.575 | 0.813 | 0.479 | |||
BCC-CSM2-MR | [-] | 3.91 | 3.90 | 3.66 | 4.21 | 0.294 | 0.722 | 2.87 | 0.464 | 0.334 | 0.528 | 0.920 | 0.516 | |||
CanESM5 | [-] | 3.82 | 3.68 | 3.66 | 4.04 | 0.139 | 0.976 | 2.33 | 0.342 | 0.303 | 0.627 | 0.634 | 0.442 | |||
CESM2 | [-] | 3.37 | 3.36 | 3.66 | 3.52 | -0.256 | 0.561 | 2.15 | 0.456 | 0.431 | 0.670 | 0.995 | 0.597 | |||
GFDL-ESM4 | [-] | 3.82 | 3.80 | 3.66 | 4.05 | 0.146 | 0.663 | 2.55 | 0.471 | 0.386 | 0.582 | 0.927 | 0.550 | |||
IPSL-CM6A-LR | [-] | 3.44 | 3.47 | 3.66 | 3.39 | -0.164 | 0.659 | 1.99 | 0.439 | 0.423 | 0.684 | 0.697 | 0.533 | |||
MeanCMIP6 | [-] | 3.84 | 3.85 | 3.66 | 3.91 | 0.203 | 0.515 | 2.18 | 0.489 | 0.470 | 0.659 | 0.997 | 0.617 | |||
MIROC-ESM2L | [-] | 4.70 | 4.64 | 3.66 | 4.44 | 0.917 | 1.14 | 3.01 | 0.177 | 0.430 | 0.487 | 0.910 | 0.487 | |||
MPI-ESM1.2-HR | [-] | 4.29 | 4.27 | 3.66 | 3.74 | 0.579 | 1.28 | 3.27 | 0.187 | 0.262 | 0.445 | 0.435 | 0.318 | |||
NorESM2-LM | [-] | 3.39 | 3.38 | 3.66 | 3.71 | -0.204 | 0.559 | 2.42 | 0.446 | 0.398 | 0.625 | 0.984 | 0.570 | |||
UKESM1-0-LL | [-] | 4.01 | 4.01 | 3.66 | 3.88 | 0.347 | 0.681 | 3.21 | 0.372 | 0.408 | 0.444 | 0.940 | 0.514 |
Download Data |
Period Mean (original grids) [mm d-1] |
Model Period Mean (intersection) [mm d-1] |
Benchmark Period Mean (intersection) [mm d-1] |
Model Period Mean (complement) [mm d-1] |
Benchmark Period Mean (complement) [mm d-1] |
Bias [mm d-1] |
RMSE [mm d-1] |
Phase Shift [months] |
Bias Score [1] |
RMSE Score [1] |
Seasonal Cycle Score [1] |
Spatial Distribution Score [1] |
Overall Score [1] |
|||
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
Benchmark | [-] | 2.55 | ||||||||||||||
ACCESS-ESM1-5 | [-] | 3.16 | 3.14 | 2.55 | 3.76 | 0.669 | 1.33 | 2.10 | 0.387 | 0.393 | 0.645 | 0.969 | 0.557 | |||
BCC-CSM2-MR | [-] | 2.83 | 2.78 | 2.55 | 3.90 | 0.313 | 1.04 | 2.11 | 0.497 | 0.410 | 0.639 | 0.971 | 0.585 | |||
CanESM5 | [-] | 3.01 | 2.97 | 2.55 | 3.74 | 0.540 | 1.36 | 2.07 | 0.376 | 0.372 | 0.660 | 0.961 | 0.548 | |||
CESM2 | [-] | 2.63 | 2.59 | 2.55 | 3.52 | 0.131 | 0.902 | 1.92 | 0.516 | 0.469 | 0.686 | 0.946 | 0.617 | |||
GFDL-ESM4 | [-] | 3.04 | 2.92 | 2.55 | 4.14 | 0.366 | 1.01 | 1.77 | 0.482 | 0.442 | 0.712 | 0.873 | 0.590 | |||
IPSL-CM6A-LR | [-] | 3.02 | 2.95 | 2.55 | 3.51 | 0.493 | 1.01 | 2.03 | 0.536 | 0.441 | 0.680 | 0.935 | 0.607 | |||
MeanCMIP6 | [-] | 2.98 | 2.94 | 2.55 | 3.85 | 0.449 | 0.875 | 1.64 | 0.525 | 0.516 | 0.731 | 0.879 | 0.634 | |||
MIROC-ESM2L | [-] | 3.69 | 3.68 | 2.55 | 3.90 | 1.16 | 1.47 | 2.05 | 0.308 | 0.444 | 0.660 | 0.972 | 0.566 | |||
MPI-ESM1.2-HR | [-] | 2.93 | 2.93 | 2.55 | 2.51 | 0.461 | 1.28 | 1.90 | 0.380 | 0.388 | 0.671 | 0.933 | 0.552 | |||
NorESM2-LM | [-] | 2.65 | 2.60 | 2.55 | 3.57 | 0.165 | 0.922 | 1.93 | 0.509 | 0.470 | 0.682 | 0.951 | 0.616 | |||
UKESM1-0-LL | [-] | 2.96 | 2.91 | 2.55 | 3.70 | 0.450 | 1.03 | 1.68 | 0.468 | 0.478 | 0.711 | 0.974 | 0.622 |
Download Data |
Period Mean (original grids) [mm d-1] |
Model Period Mean (intersection) [mm d-1] |
Benchmark Period Mean (intersection) [mm d-1] |
Model Period Mean (complement) [mm d-1] |
Benchmark Period Mean (complement) [mm d-1] |
Bias [mm d-1] |
RMSE [mm d-1] |
Phase Shift [months] |
Bias Score [1] |
RMSE Score [1] |
Seasonal Cycle Score [1] |
Spatial Distribution Score [1] |
Overall Score [1] |
|||
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
Benchmark | [-] | 0.850 | ||||||||||||||
ACCESS-ESM1-5 | [-] | 0.846 | 1.06 | 0.850 | 0.326 | 0.192 | 0.551 | 0.732 | 0.740 | 0.546 | 0.931 | 0.686 | 0.690 | |||
BCC-CSM2-MR | [-] | 0.497 | 0.629 | 0.850 | 0.166 | -0.227 | 0.397 | 0.447 | 0.737 | 0.683 | 0.959 | 0.933 | 0.799 | |||
CanESM5 | [-] | 0.514 | 0.649 | 0.850 | 0.182 | -0.211 | 0.477 | 0.561 | 0.751 | 0.602 | 0.939 | 0.946 | 0.768 | |||
CESM2 | [-] | 0.473 | 0.602 | 0.850 | 0.155 | -0.250 | 0.459 | 0.589 | 0.730 | 0.646 | 0.943 | 0.845 | 0.762 | |||
GFDL-ESM4 | [-] | 0.759 | 0.967 | 0.850 | 0.351 | 0.117 | 0.332 | 0.450 | 0.822 | 0.701 | 0.965 | 0.872 | 0.812 | |||
IPSL-CM6A-LR | [-] | 0.619 | 0.783 | 0.850 | 0.204 | -0.0709 | 0.324 | 0.424 | 0.843 | 0.701 | 0.957 | 0.883 | 0.817 | |||
MeanCMIP6 | [-] | 0.584 | 0.733 | 0.850 | 0.220 | -0.124 | 0.308 | 0.394 | 0.828 | 0.721 | 0.965 | 0.947 | 0.836 | |||
MIROC-ESM2L | [-] | 0.760 | 0.922 | 0.850 | 0.350 | 0.0566 | 0.426 | 0.483 | 0.810 | 0.619 | 0.955 | 0.689 | 0.738 | |||
MPI-ESM1.2-HR | [-] | 0.640 | 0.825 | 0.850 | 0.166 | -0.0303 | 0.361 | 0.579 | 0.820 | 0.684 | 0.948 | 0.745 | 0.776 | |||
NorESM2-LM | [-] | 0.405 | 0.528 | 0.850 | 0.131 | -0.330 | 0.529 | 0.655 | 0.663 | 0.616 | 0.931 | 0.912 | 0.747 | |||
UKESM1-0-LL | [-] | 0.554 | 0.671 | 0.850 | 0.248 | -0.185 | 0.388 | 0.430 | 0.771 | 0.672 | 0.959 | 0.982 | 0.811 |
Download Data |
Period Mean (original grids) [mm d-1] |
Model Period Mean (intersection) [mm d-1] |
Benchmark Period Mean (intersection) [mm d-1] |
Model Period Mean (complement) [mm d-1] |
Benchmark Period Mean (complement) [mm d-1] |
Bias [mm d-1] |
RMSE [mm d-1] |
Phase Shift [months] |
Bias Score [1] |
RMSE Score [1] |
Seasonal Cycle Score [1] |
Spatial Distribution Score [1] |
Overall Score [1] |
|||
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Benchmark | [-] | 1.10 | ||||||||||||||
ACCESS-ESM1-5 | [-] | 1.82 | 1.81 | 1.10 | 1.97 | 0.744 | 1.05 | 1.28 | 0.358 | 0.367 | 0.835 | 0.910 | 0.567 | |||
BCC-CSM2-MR | [-] | 1.46 | 1.45 | 1.10 | 1.54 | 0.401 | 0.714 | 1.26 | 0.545 | 0.444 | 0.838 | 0.917 | 0.638 | |||
CanESM5 | [-] | 1.56 | 1.53 | 1.10 | 1.43 | 0.500 | 0.921 | 1.47 | 0.473 | 0.374 | 0.813 | 0.825 | 0.572 | |||
CESM2 | [-] | 1.35 | 1.34 | 1.10 | 1.50 | 0.290 | 0.834 | 1.31 | 0.586 | 0.377 | 0.839 | 0.927 | 0.621 | |||
GFDL-ESM4 | [-] | 1.70 | 1.67 | 1.10 | 2.20 | 0.573 | 0.862 | 1.12 | 0.441 | 0.422 | 0.867 | 0.915 | 0.613 | |||
IPSL-CM6A-LR | [-] | 1.59 | 1.56 | 1.10 | 1.38 | 0.517 | 0.931 | 1.35 | 0.474 | 0.387 | 0.836 | 0.903 | 0.597 | |||
MeanCMIP6 | [-] | 1.55 | 1.54 | 1.10 | 1.65 | 0.475 | 0.783 | 1.13 | 0.494 | 0.440 | 0.870 | 0.957 | 0.640 | |||
MIROC-ESM2L | [-] | 1.98 | 1.95 | 1.10 | 2.13 | 0.905 | 1.23 | 1.35 | 0.320 | 0.367 | 0.828 | 0.672 | 0.511 | |||
MPI-ESM1.2-HR | [-] | 1.45 | 1.47 | 1.10 | 1.06 | 0.417 | 0.876 | 1.16 | 0.467 | 0.362 | 0.861 | 0.865 | 0.583 | |||
NorESM2-LM | [-] | 1.38 | 1.34 | 1.10 | 1.58 | 0.304 | 0.825 | 1.26 | 0.581 | 0.388 | 0.845 | 0.870 | 0.615 | |||
UKESM1-0-LL | [-] | 1.43 | 1.42 | 1.10 | 1.57 | 0.376 | 0.769 | 1.17 | 0.558 | 0.434 | 0.855 | 0.877 | 0.632 |
Download Data |
Precipitation|GPCPv2.3 Hellinger Distance [1] |
SurfaceAirTemperature|CRU4.02 Hellinger Distance [1] |
Precipitation|GPCPv2.3 Score [1] |
SurfaceAirTemperature|CRU4.02 Score [1] |
Overall Score [1] |
||
---|---|---|---|---|---|---|---|
ACCESS-ESM1-5 | [-] | 0.476 | 0.451 | 0.761 | 0.710 | 0.735 | |
BCC-CSM2-MR | [-] | 0.638 | 0.625 | 0.774 | 0.911 | 0.843 | |
CanESM5 | [-] | 0.639 | 0.713 | 0.779 | 0.863 | 0.821 | |
CESM2 | [-] | 0.665 | 0.706 | 0.842 | 0.808 | 0.825 | |
GFDL-ESM4 | [-] | 0.584 | 0.551 | 0.810 | 0.772 | 0.791 | |
IPSL-CM6A-LR | [-] | 0.706 | 0.781 | 0.853 | 0.957 | 0.905 | |
MeanCMIP6 | [-] | 0.673 | 0.717 | 0.862 | 0.887 | 0.874 | |
MIROC-ESM2L | [-] | 0.520 | 0.501 | 0.554 | 0.751 | 0.652 | |
MPI-ESM1.2-HR | [-] | 0.619 | 0.655 | 0.842 | 0.809 | 0.826 | |
NorESM2-LM | [-] | 0.625 | 0.649 | 0.686 | 0.781 | 0.733 | |
UKESM1-0-LL | [-] | 0.711 | 0.624 | 0.897 | 0.854 | 0.875 |
Download Data |
Precipitation|GPCPv2.3 Hellinger Distance [1] |
SurfaceAirTemperature|CRU4.02 Hellinger Distance [1] |
Precipitation|GPCPv2.3 Score [1] |
SurfaceAirTemperature|CRU4.02 Score [1] |
Overall Score [1] |
||
---|---|---|---|---|---|---|---|
ACCESS-ESM1-5 | [-] | 0.535 | 0.640 | 0.848 | 0.692 | 0.770 | |
BCC-CSM2-MR | [-] | 0.574 | 0.725 | 0.876 | 0.773 | 0.825 | |
CanESM5 | [-] | 0.549 | 0.686 | 0.844 | 0.735 | 0.790 | |
CESM2 | [-] | 0.590 | 0.696 | 0.898 | 0.791 | 0.845 | |
GFDL-ESM4 | [-] | 0.588 | 0.686 | 0.867 | 0.734 | 0.800 | |
IPSL-CM6A-LR | [-] | 0.586 | 0.713 | 0.891 | 0.726 | 0.808 | |
MeanCMIP6 | [-] | 0.578 | 0.718 | 0.872 | 0.760 | 0.816 | |
MIROC-ESM2L | [-] | 0.592 | 0.620 | 0.750 | 0.592 | 0.671 | |
MPI-ESM1.2-HR | [-] | 0.593 | 0.693 | 0.797 | 0.747 | 0.772 | |
NorESM2-LM | [-] | 0.585 | 0.701 | 0.900 | 0.786 | 0.843 | |
UKESM1-0-LL | [-] | 0.574 | 0.720 | 0.858 | 0.794 | 0.826 |
Download Data |
Precipitation|GPCPv2.3 Hellinger Distance [1] |
SurfaceAirTemperature|CRU4.02 Hellinger Distance [1] |
Precipitation|GPCPv2.3 Score [1] |
SurfaceAirTemperature|CRU4.02 Score [1] |
Overall Score [1] |
||
---|---|---|---|---|---|---|---|
ACCESS-ESM1-5 | [-] | 0.567 | 0.669 | 0.322 | 0.339 | 0.331 | |
BCC-CSM2-MR | [-] | 0.612 | 0.662 | 0.393 | 0.430 | 0.411 | |
CanESM5 | [-] | 0.576 | 0.605 | 0.261 | 0.300 | 0.280 | |
CESM2 | [-] | 0.515 | 0.712 | 0.357 | 0.356 | 0.357 | |
GFDL-ESM4 | [-] | 0.597 | 0.686 | 0.346 | 0.392 | 0.369 | |
IPSL-CM6A-LR | [-] | 0.525 | 0.615 | 0.353 | 0.229 | 0.291 | |
MeanCMIP6 | [-] | 0.575 | 0.662 | 0.352 | 0.386 | 0.369 | |
MIROC-ESM2L | [-] | 0.594 | 0.628 | 0.281 | 0.165 | 0.223 | |
MPI-ESM1.2-HR | [-] | 0.578 | 0.703 | 0.235 | 0.522 | 0.378 | |
NorESM2-LM | [-] | 0.561 | 0.664 | 0.423 | 0.504 | 0.463 | |
UKESM1-0-LL | [-] | 0.604 | 0.662 | 0.304 | 0.467 | 0.386 |
Download Data |
Precipitation|GPCPv2.3 Hellinger Distance [1] |
SurfaceAirTemperature|CRU4.02 Hellinger Distance [1] |
Precipitation|GPCPv2.3 Score [1] |
SurfaceAirTemperature|CRU4.02 Score [1] |
Overall Score [1] |
||
---|---|---|---|---|---|---|---|
ACCESS-ESM1-5 | [-] | 0.589 | 0.539 | 0.456 | 0.440 | 0.448 | |
BCC-CSM2-MR | [-] | 0.610 | 0.595 | 0.541 | 0.545 | 0.543 | |
CanESM5 | [-] | 0.542 | 0.577 | 0.321 | 0.467 | 0.394 | |
CESM2 | [-] | 0.555 | 0.669 | 0.577 | 0.658 | 0.618 | |
GFDL-ESM4 | [-] | 0.569 | 0.616 | 0.549 | 0.633 | 0.591 | |
IPSL-CM6A-LR | [-] | 0.530 | 0.555 | 0.531 | 0.223 | 0.377 | |
MeanCMIP6 | [-] | 0.579 | 0.605 | 0.541 | 0.579 | 0.560 | |
MIROC-ESM2L | [-] | 0.509 | 0.570 | 0.443 | 0.282 | 0.362 | |
MPI-ESM1.2-HR | [-] | 0.525 | 0.677 | 0.570 | 0.865 | 0.718 | |
NorESM2-LM | [-] | 0.591 | 0.684 | 0.600 | 0.675 | 0.638 | |
UKESM1-0-LL | [-] | 0.499 | 0.658 | 0.479 | 0.653 | 0.566 |
Download Data |
Precipitation|GPCPv2.3 Hellinger Distance [1] |
SurfaceAirTemperature|CRU4.02 Hellinger Distance [1] |
Precipitation|GPCPv2.3 Score [1] |
SurfaceAirTemperature|CRU4.02 Score [1] |
Overall Score [1] |
||
---|---|---|---|---|---|---|---|
ACCESS-ESM1-5 | [-] | 0.880 | 0.694 | 0.553 | 0.741 | 0.647 | |
BCC-CSM2-MR | [-] | 0.770 | 0.639 | 0.723 | 0.821 | 0.772 | |
CanESM5 | [-] | 0.743 | 0.721 | 0.810 | 0.875 | 0.843 | |
CESM2 | [-] | 0.827 | 0.709 | 0.712 | 0.820 | 0.766 | |
GFDL-ESM4 | [-] | 0.820 | 0.662 | 0.574 | 0.762 | 0.668 | |
IPSL-CM6A-LR | [-] | 0.789 | 0.691 | 0.653 | 0.833 | 0.743 | |
MeanCMIP6 | [-] | 0.710 | 0.691 | 0.759 | 0.787 | 0.773 | |
MIROC-ESM2L | [-] | 1.00 | 0.768 | 0.596 | 0.623 | 0.610 | |
MPI-ESM1.2-HR | [-] | 0.794 | 0.660 | 0.680 | 0.784 | 0.732 | |
NorESM2-LM | [-] | 0.781 | 0.695 | 0.665 | 0.809 | 0.737 | |
UKESM1-0-LL | [-] | 0.873 | 0.660 | 0.365 | 0.698 | 0.531 |
Download Data |
Precipitation|GPCPv2.3 Hellinger Distance [1] |
SurfaceAirTemperature|CRU4.02 Hellinger Distance [1] |
Precipitation|GPCPv2.3 Score [1] |
SurfaceAirTemperature|CRU4.02 Score [1] |
Overall Score [1] |
||
---|---|---|---|---|---|---|---|
ACCESS-ESM1-5 | [-] | 0.466 | 0.442 | 0.742 | 0.702 | 0.722 | |
BCC-CSM2-MR | [-] | 0.614 | 0.730 | 0.840 | 0.903 | 0.872 | |
CanESM5 | [-] | 0.611 | 0.676 | 0.788 | 0.835 | 0.812 | |
CESM2 | [-] | 0.693 | 0.773 | 0.922 | 0.949 | 0.935 | |
GFDL-ESM4 | [-] | 0.576 | 0.527 | 0.830 | 0.731 | 0.780 | |
IPSL-CM6A-LR | [-] | 0.678 | 0.750 | 0.884 | 0.832 | 0.858 | |
MeanCMIP6 | [-] | 0.615 | 0.672 | 0.860 | 0.826 | 0.843 | |
MIROC-ESM2L | [-] | 0.496 | 0.540 | 0.676 | 0.700 | 0.688 | |
MPI-ESM1.2-HR | [-] | 0.536 | 0.516 | 0.781 | 0.728 | 0.754 | |
NorESM2-LM | [-] | 0.663 | 0.797 | 0.891 | 0.928 | 0.909 | |
UKESM1-0-LL | [-] | 0.633 | 0.649 | 0.862 | 0.798 | 0.830 |
Download Data |
Precipitation|GPCPv2.3 Hellinger Distance [1] |
SurfaceAirTemperature|CRU4.02 Hellinger Distance [1] |
Precipitation|GPCPv2.3 Score [1] |
SurfaceAirTemperature|CRU4.02 Score [1] |
Overall Score [1] |
||
---|---|---|---|---|---|---|---|
ACCESS-ESM1-5 | [-] | 0.734 | 0.466 | 0.828 | 0.857 | 0.843 | |
BCC-CSM2-MR | [-] | 0.632 | 0.671 | 0.862 | 0.920 | 0.891 | |
CanESM5 | [-] | 0.697 | 0.590 | 0.824 | 0.947 | 0.886 | |
CESM2 | [-] | 0.610 | 0.551 | 0.952 | 0.888 | 0.920 | |
GFDL-ESM4 | [-] | 0.650 | 0.592 | 0.940 | 0.935 | 0.937 | |
IPSL-CM6A-LR | [-] | 0.748 | 0.603 | 0.889 | 0.841 | 0.865 | |
MeanCMIP6 | [-] | 0.550 | 0.628 | 0.904 | 0.918 | 0.911 | |
MIROC-ESM2L | [-] | 0.916 | 0.613 | 0.751 | 0.728 | 0.739 | |
MPI-ESM1.2-HR | [-] | 0.644 | 0.558 | 0.739 | 0.828 | 0.783 | |
NorESM2-LM | [-] | 0.714 | 0.597 | 0.935 | 0.907 | 0.921 | |
UKESM1-0-LL | [-] | 0.614 | 0.680 | 0.865 | 0.883 | 0.874 |
Download Data |
Precipitation|GPCPv2.3 Hellinger Distance [1] |
SurfaceAirTemperature|CRU4.02 Hellinger Distance [1] |
Precipitation|GPCPv2.3 Score [1] |
SurfaceAirTemperature|CRU4.02 Score [1] |
Overall Score [1] |
||
---|---|---|---|---|---|---|---|
ACCESS-ESM1-5 | [-] | 0.712 | 0.669 | 0.751 | 0.695 | 0.723 | |
BCC-CSM2-MR | [-] | 0.704 | 0.735 | 0.814 | 0.814 | 0.814 | |
CanESM5 | [-] | 0.707 | 0.657 | 0.779 | 0.733 | 0.756 | |
CESM2 | [-] | 0.700 | 0.737 | 0.862 | 0.861 | 0.862 | |
GFDL-ESM4 | [-] | 0.690 | 0.675 | 0.808 | 0.752 | 0.780 | |
IPSL-CM6A-LR | [-] | 0.704 | 0.681 | 0.794 | 0.732 | 0.763 | |
MeanCMIP6 | [-] | 0.740 | 0.695 | 0.816 | 0.760 | 0.788 | |
MIROC-ESM2L | [-] | 0.681 | 0.595 | 0.715 | 0.550 | 0.633 | |
MPI-ESM1.2-HR | [-] | 0.529 | 0.699 | 0.707 | 0.714 | 0.711 | |
NorESM2-LM | [-] | 0.736 | 0.758 | 0.858 | 0.838 | 0.848 | |
UKESM1-0-LL | [-] | 0.682 | 0.701 | 0.788 | 0.749 | 0.768 |
Download Data |
Precipitation|GPCPv2.3 Hellinger Distance [1] |
SurfaceAirTemperature|CRU4.02 Hellinger Distance [1] |
Precipitation|GPCPv2.3 Score [1] |
SurfaceAirTemperature|CRU4.02 Score [1] |
Overall Score [1] |
||
---|---|---|---|---|---|---|---|
ACCESS-ESM1-5 | [-] | 0.613 | 0.698 | 0.686 | 0.628 | 0.657 | |
BCC-CSM2-MR | [-] | 0.563 | 0.645 | 0.623 | 0.573 | 0.598 | |
CanESM5 | [-] | 0.659 | 0.589 | 0.671 | 0.586 | 0.628 | |
CESM2 | [-] | 0.593 | 0.533 | 0.617 | 0.537 | 0.577 | |
GFDL-ESM4 | [-] | 0.673 | 0.763 | 0.724 | 0.641 | 0.683 | |
IPSL-CM6A-LR | [-] | 0.685 | 0.672 | 0.699 | 0.586 | 0.642 | |
MeanCMIP6 | [-] | 0.636 | 0.702 | 0.691 | 0.607 | 0.649 | |
MIROC-ESM2L | [-] | 0.715 | 0.719 | 0.753 | 0.646 | 0.700 | |
MPI-ESM1.2-HR | [-] | 0.632 | 0.727 | 0.698 | 0.575 | 0.637 | |
NorESM2-LM | [-] | 0.562 | 0.730 | 0.587 | 0.518 | 0.552 | |
UKESM1-0-LL | [-] | 0.657 | 0.667 | 0.714 | 0.712 | 0.713 |
Download Data |
Precipitation|GPCPv2.3 Hellinger Distance [1] |
SurfaceAirTemperature|CRU4.02 Hellinger Distance [1] |
Precipitation|GPCPv2.3 Score [1] |
SurfaceAirTemperature|CRU4.02 Score [1] |
Overall Score [1] |
||
---|---|---|---|---|---|---|---|
ACCESS-ESM1-5 | [-] | 0.534 | 0.538 | 0.620 | 0.479 | 0.550 | |
BCC-CSM2-MR | [-] | 0.566 | 0.658 | 0.742 | 0.653 | 0.697 | |
CanESM5 | [-] | 0.561 | 0.614 | 0.655 | 0.616 | 0.636 | |
CESM2 | [-] | 0.631 | 0.721 | 0.770 | 0.755 | 0.762 | |
GFDL-ESM4 | [-] | 0.470 | 0.542 | 0.688 | 0.558 | 0.623 | |
IPSL-CM6A-LR | [-] | 0.520 | 0.597 | 0.609 | 0.564 | 0.586 | |
MeanCMIP6 | [-] | 0.531 | 0.600 | 0.712 | 0.628 | 0.670 | |
MIROC-ESM2L | [-] | 0.563 | 0.575 | 0.610 | 0.473 | 0.542 | |
MPI-ESM1.2-HR | [-] | 0.496 | 0.656 | 0.672 | 0.694 | 0.683 | |
NorESM2-LM | [-] | 0.602 | 0.732 | 0.735 | 0.738 | 0.736 | |
UKESM1-0-LL | [-] | 0.584 | 0.631 | 0.702 | 0.664 | 0.683 |