Mean State

Download Data
Period Mean (original grids) [mm d-1]
Model Period Mean (intersection) [mm d-1]
Benchmark Period Mean (intersection) [mm d-1]
Model Period Mean (complement) [mm d-1]
Benchmark Period Mean (complement) [mm d-1]
Bias [mm d-1]
RMSE [mm d-1]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 0.720
ACCESS-CM2_CCAM [-] 1.51 1.54 0.720 2.73 0.818 0.950 1.87 0.368 0.507 0.836 0.934 0.630
ACCESS-CM2_CMIP6 [-] 1.62 1.62 0.730 0.886 0.996 1.89 0.313 0.460 0.804 0.925 0.593
ACCESS-ESM1-5_CCAM [-] 1.51 1.54 0.720 2.73 0.818 0.950 1.87 0.368 0.507 0.836 0.934 0.630
ACCESS-ESM1-5_CMIP6 [-] 1.62 1.62 0.722 0.893 1.04 2.03 0.280 0.394 0.768 0.887 0.544
CESM2_CCAM [-] 1.01 1.04 0.720 2.62 0.321 0.446 1.61 0.579 0.600 0.836 0.935 0.710
CESM2_CMIP6 [-] 1.36 1.36 0.717 0.648 0.839 2.33 0.433 0.480 0.784 0.925 0.621
CMCC-ESM2_CCAM [-] 1.69 1.72 0.720 2.80 0.998 1.18 2.18 0.335 0.426 0.790 0.930 0.581
CMCC-ESM2_CMIP6 [-] 1.80 1.80 0.717 1.09 1.37 2.18 0.320 0.383 0.780 0.916 0.557
CNRM-ESM2-1_CCAM [-] 1.41 1.45 0.720 2.46 0.727 0.907 2.22 0.392 0.460 0.790 0.941 0.609
CNRM-ESM2-1_CMIP6 [-] 1.05 1.05 0.719 0.330 0.535 1.37 0.530 0.553 0.866 0.934 0.687
EC-Earth3_CCAM [-] 1.32 1.34 0.720 2.54 0.625 0.822 2.07 0.402 0.450 0.777 0.942 0.604
EC-Earth3_CMIP6 [-] 1.16 1.16 0.722 5.94 0.433 0.763 1.86 0.508 0.382 0.806 0.933 0.602
ERA5_CCAM [-] 1.53 1.56 0.720 2.54 0.835 1.00 2.20 0.321 0.441 0.781 0.931 0.583
MPI-ESM1-2-HR_CMIP6 [-] 0.612 0.612 0.726 -0.114 0.487 1.72 0.518 0.541 0.825 0.886 0.662
NorESM2-MM_CCAM [-] 1.84 1.86 0.720 2.07 1.14 1.25 2.03 0.298 0.485 0.795 0.910 0.595
NorESM2-MM_CMIP6 [-] 1.68 1.68 0.717 0.966 1.15 2.34 0.311 0.419 0.785 0.932 0.573
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 [-] 0.916
ACCESS-CM2_CCAM [-] 2.09 2.06 0.916 1.14 1.28 2.06 0.122 0.310 0.747 0.972 0.512
ACCESS-CM2_CMIP6 [-] 2.04 2.04 0.923 1.11 1.24 2.77 0.106 0.296 0.616 0.917 0.463
ACCESS-ESM1-5_CCAM [-] 2.09 2.06 0.916 1.14 1.28 2.06 0.122 0.310 0.747 0.972 0.512
ACCESS-ESM1-5_CMIP6 [-] 2.26 2.26 0.999 1.26 1.53 1.93 0.148 0.225 0.748 0.765 0.444
CESM2_CCAM [-] 1.36 1.35 0.916 0.434 0.576 1.84 0.441 0.500 0.702 0.967 0.636
CESM2_CMIP6 [-] 1.86 1.86 0.949 0.915 1.19 1.98 0.217 0.274 0.769 0.883 0.507
CMCC-ESM2_CCAM [-] 2.30 2.28 0.916 1.36 1.61 2.26 0.0897 0.200 0.696 0.981 0.459
CMCC-ESM2_CMIP6 [-] 2.07 2.07 0.949 1.13 1.42 2.10 0.148 0.216 0.733 0.566 0.394
CNRM-ESM2-1_CCAM [-] 1.77 1.75 0.916 0.837 1.03 2.06 0.206 0.303 0.735 0.989 0.530
CNRM-ESM2-1_CMIP6 [-] 1.37 1.37 0.965 0.409 0.503 1.67 0.423 0.530 0.797 0.983 0.666
EC-Earth3_CCAM [-] 1.60 1.58 0.916 0.666 0.985 2.45 0.273 0.243 0.669 0.990 0.510
EC-Earth3_CMIP6 [-] 1.08 1.08 0.940 0.135 0.467 2.25 0.721 0.423 0.700 0.838 0.643
ERA5_CCAM [-] 2.12 2.10 0.916 1.18 1.37 2.41 0.111 0.253 0.689 0.978 0.479
MPI-ESM1-2-HR_CMIP6 [-] 0.666 0.666 0.985 -0.318 0.403 2.00 0.515 0.634 0.725 0.538 0.606
NorESM2-MM_CCAM [-] 2.43 2.43 0.916 1.51 1.67 1.68 0.0777 0.250 0.810 0.896 0.480
NorESM2-MM_CMIP6 [-] 1.94 1.94 0.949 0.995 1.31 1.98 0.188 0.231 0.761 0.944 0.497
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 [-] 1.83
ACCESS-CM2_CCAM [-] 2.14 2.19 1.83 0.361 0.599 0.475 0.636 0.670 0.942 0.912 0.771
ACCESS-CM2_CMIP6 [-] 2.54 2.54 1.86 0.675 0.915 0.711 0.460 0.484 0.908 0.975 0.689
ACCESS-ESM1-5_CCAM [-] 2.14 2.19 1.83 0.361 0.599 0.475 0.636 0.670 0.942 0.912 0.771
ACCESS-ESM1-5_CMIP6 [-] 2.51 2.51 1.64 0.871 1.07 0.973 0.347 0.458 0.856 0.993 0.642
CESM2_CCAM [-] 2.12 2.18 1.83 0.357 0.548 0.415 0.672 0.698 0.941 0.980 0.809
CESM2_CMIP6 [-] 2.25 2.25 1.77 0.480 0.680 0.901 0.625 0.630 0.901 0.981 0.762
CMCC-ESM2_CCAM [-] 2.32 2.37 1.83 0.543 0.732 0.764 0.582 0.637 0.928 0.988 0.747
CMCC-ESM2_CMIP6 [-] 2.40 2.40 1.77 0.636 0.791 0.488 0.502 0.621 0.963 0.986 0.755
CNRM-ESM2-1_CCAM [-] 2.17 2.21 1.83 0.377 0.650 1.07 0.647 0.620 0.907 0.899 0.767
CNRM-ESM2-1_CMIP6 [-] 2.12 2.12 1.74 0.386 0.510 0.678 0.624 0.674 0.961 0.953 0.789
EC-Earth3_CCAM [-] 2.09 2.13 1.83 0.304 0.625 1.33 0.679 0.598 0.867 0.989 0.769
EC-Earth3_CMIP6 [-] 1.69 1.69 1.80 -0.109 0.547 0.752 0.704 0.593 0.952 0.988 0.773
ERA5_CCAM [-] 2.49 2.53 1.83 0.704 0.842 0.583 0.507 0.637 0.925 0.914 0.739
MPI-ESM1-2-HR_CMIP6 [-] 0.834 0.834 1.83 -0.995 1.21 0.554 0.248 0.585 0.923 0.836 0.567
NorESM2-MM_CCAM [-] 2.56 2.60 1.83 0.772 0.941 0.752 0.503 0.664 0.917 0.561 0.682
NorESM2-MM_CMIP6 [-] 2.43 2.43 1.77 0.658 0.830 1.08 0.521 0.598 0.917 0.932 0.742
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 [-] 1.28
ACCESS-CM2_CCAM [-] 2.08 2.17 1.28 5.01 0.883 1.03 0.520 0.466 0.665 0.945 0.891 0.751
ACCESS-CM2_CMIP6 [-] 2.26 2.26 1.29 0.970 1.08 0.337 0.445 0.647 0.950 0.721 0.702
ACCESS-ESM1-5_CCAM [-] 2.08 2.17 1.28 5.01 0.883 1.03 0.520 0.466 0.665 0.945 0.891 0.751
ACCESS-ESM1-5_CMIP6 [-] 2.33 2.33 1.28 1.06 1.19 0.259 0.394 0.602 0.966 0.873 0.701
CESM2_CCAM [-] 1.66 1.78 1.28 5.54 0.492 0.612 0.495 0.646 0.728 0.943 0.715 0.764
CESM2_CMIP6 [-] 1.92 1.92 1.28 0.641 0.794 0.660 0.557 0.689 0.937 0.914 0.761
CMCC-ESM2_CCAM [-] 2.17 2.26 1.28 4.79 0.973 1.19 0.667 0.434 0.566 0.932 0.884 0.710
CMCC-ESM2_CMIP6 [-] 2.39 2.39 1.28 1.11 1.40 0.848 0.414 0.520 0.926 0.936 0.682
CNRM-ESM2-1_CCAM [-] 2.13 2.22 1.28 4.76 0.936 1.15 0.941 0.435 0.567 0.898 0.892 0.703
CNRM-ESM2-1_CMIP6 [-] 1.26 1.26 1.28 -0.0234 0.675 1.24 0.682 0.620 0.868 0.685 0.717
EC-Earth3_CCAM [-] 2.17 2.25 1.28 4.83 0.962 1.14 0.802 0.420 0.587 0.894 0.881 0.702
EC-Earth3_CMIP6 [-] 2.09 2.09 1.28 0.814 1.20 0.375 0.513 0.451 0.945 0.919 0.701
ERA5_CCAM [-] 2.42 2.49 1.28 4.81 1.20 1.37 0.718 0.333 0.548 0.909 0.956 0.682
MPI-ESM1-2-HR_CMIP6 [-] 0.992 0.992 1.27 -0.281 0.733 0.229 0.594 0.659 0.973 0.689 0.726
NorESM2-MM_CCAM [-] 2.51 2.56 1.28 3.83 1.27 1.37 0.855 0.319 0.622 0.898 0.971 0.698
NorESM2-MM_CMIP6 [-] 2.40 2.40 1.28 1.12 1.27 0.742 0.367 0.578 0.926 0.943 0.682
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 [-] 0.852
ACCESS-CM2_CCAM [-] 1.59 1.58 0.852 0.732 0.825 1.80 0.265 0.469 0.802 0.973 0.610
ACCESS-CM2_CMIP6 [-] 1.60 1.60 0.882 0.720 0.800 1.39 0.294 0.504 0.866 0.925 0.631
ACCESS-ESM1-5_CCAM [-] 1.59 1.58 0.852 0.732 0.825 1.80 0.265 0.469 0.802 0.973 0.610
ACCESS-ESM1-5_CMIP6 [-] 1.60 1.60 0.912 0.687 0.944 3.74 0.365 0.314 0.486 0.887 0.491
CESM2_CCAM [-] 0.983 0.978 0.852 0.126 0.365 3.02 0.741 0.520 0.564 0.993 0.684
CESM2_CMIP6 [-] 1.47 1.47 0.890 0.579 1.05 2.50 0.397 0.260 0.727 0.883 0.533
CMCC-ESM2_CCAM [-] 1.70 1.69 0.852 0.842 1.03 2.75 0.247 0.335 0.650 0.947 0.521
CMCC-ESM2_CMIP6 [-] 1.61 1.61 0.890 0.722 1.00 3.25 0.314 0.321 0.538 0.943 0.506
CNRM-ESM2-1_CCAM [-] 1.18 1.18 0.852 0.324 0.517 2.63 0.554 0.482 0.685 0.977 0.653
CNRM-ESM2-1_CMIP6 [-] 1.18 1.18 0.882 0.302 0.386 0.676 0.550 0.617 0.944 0.984 0.756
EC-Earth3_CCAM [-] 1.28 1.28 0.852 0.427 0.677 3.49 0.457 0.391 0.506 0.970 0.560
EC-Earth3_CMIP6 [-] 1.00 1.00 0.885 0.116 0.467 3.34 0.725 0.416 0.558 0.939 0.632
ERA5_CCAM [-] 1.47 1.48 0.852 0.625 0.803 3.07 0.342 0.396 0.632 0.935 0.556
MPI-ESM1-2-HR_CMIP6 [-] 0.746 0.746 0.861 -0.115 0.380 1.98 0.703 0.461 0.736 0.989 0.693
NorESM2-MM_CCAM [-] 1.66 1.66 0.852 0.807 0.969 1.60 0.276 0.372 0.829 0.975 0.586
NorESM2-MM_CMIP6 [-] 1.51 1.51 0.890 0.619 1.13 2.29 0.392 0.241 0.758 0.705 0.493
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 [-] 0.317
ACCESS-CM2_CCAM [-] 1.21 1.23 0.317 1.62 0.912 1.00 2.39 0.0882 0.264 0.691 0.526 0.378
ACCESS-CM2_CMIP6 [-] 1.20 1.20 0.318 0.886 0.956 2.32 0.0832 0.306 0.699 0.580 0.398
ACCESS-ESM1-5_CCAM [-] 1.21 1.23 0.317 1.62 0.912 1.00 2.39 0.0882 0.264 0.691 0.526 0.378
ACCESS-ESM1-5_CMIP6 [-] 1.16 1.16 0.319 0.838 0.947 2.33 0.0955 0.221 0.663 0.422 0.328
CESM2_CCAM [-] 0.586 0.603 0.317 1.33 0.286 0.366 1.93 0.459 0.480 0.751 0.600 0.544
CESM2_CMIP6 [-] 1.03 1.03 0.320 0.711 0.832 3.01 0.169 0.286 0.575 0.321 0.333
CMCC-ESM2_CCAM [-] 1.41 1.42 0.317 1.75 1.11 1.27 2.68 0.0763 0.151 0.621 0.620 0.330
CMCC-ESM2_CMIP6 [-] 1.54 1.54 0.320 1.22 1.51 2.59 0.0526 0.0960 0.644 0.299 0.261
CNRM-ESM2-1_CCAM [-] 1.09 1.11 0.317 1.34 0.797 0.931 2.71 0.109 0.216 0.630 0.479 0.333
CNRM-ESM2-1_CMIP6 [-] 0.723 0.723 0.317 0.406 0.485 1.56 0.347 0.454 0.821 0.519 0.505
EC-Earth3_CCAM [-] 0.907 0.924 0.317 1.33 0.608 0.782 2.40 0.175 0.211 0.667 0.543 0.377
EC-Earth3_CMIP6 [-] 0.774 0.768 0.317 5.94 0.451 0.698 2.17 0.271 0.183 0.695 0.457 0.376
ERA5_CCAM [-] 1.11 1.13 0.317 1.37 0.812 0.966 2.67 0.0938 0.189 0.624 0.476 0.334
MPI-ESM1-2-HR_CMIP6 [-] 0.375 0.375 0.317 0.0579 0.288 2.20 0.670 0.459 0.690 0.603 0.578
NorESM2-MM_CCAM [-] 1.58 1.59 0.317 1.37 1.28 1.34 2.55 0.0477 0.281 0.632 0.591 0.382
NorESM2-MM_CMIP6 [-] 1.35 1.35 0.320 1.03 1.16 3.01 0.0737 0.218 0.571 0.433 0.300
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 [-] 1.85
ACCESS-CM2_CCAM [-] 2.15 2.19 1.85 0.331 0.581 0.614 0.664 0.669 0.948 0.990 0.773
ACCESS-CM2_CMIP6 [-] 2.43 2.43 1.92 0.506 0.939 2.73 0.584 0.442 0.540 0.472 0.520
ACCESS-ESM1-5_CCAM [-] 2.15 2.19 1.85 0.331 0.581 0.614 0.664 0.669 0.948 0.990 0.773
ACCESS-ESM1-5_CMIP6 [-] 2.48 2.48 1.80 0.681 1.08 2.30 0.493 0.405 0.643 0.530 0.543
CESM2_CCAM [-] 1.82 1.85 1.85 -0.00753 0.578 1.03 0.698 0.612 0.887 0.981 0.771
CESM2_CMIP6 [-] 2.17 2.17 1.90 0.272 0.822 1.84 0.662 0.463 0.693 0.809 0.652
CMCC-ESM2_CCAM [-] 2.41 2.45 1.85 0.597 0.735 0.917 0.561 0.674 0.915 0.905 0.713
CMCC-ESM2_CMIP6 [-] 2.74 2.74 1.90 0.839 1.20 2.40 0.457 0.426 0.596 0.391 0.480
CNRM-ESM2-1_CCAM [-] 1.95 2.00 1.85 0.147 0.526 0.905 0.716 0.665 0.919 0.916 0.782
CNRM-ESM2-1_CMIP6 [-] 2.39 2.39 1.97 0.422 0.705 1.04 0.661 0.590 0.899 0.924 0.701
EC-Earth3_CCAM [-] 2.24 2.29 1.85 0.432 0.653 0.947 0.634 0.652 0.895 0.883 0.745
EC-Earth3_CMIP6 [-] 1.97 1.97 1.88 0.0930 0.756 1.53 0.647 0.525 0.807 0.642 0.672
ERA5_CCAM [-] 2.20 2.22 1.85 0.370 0.553 0.714 0.662 0.698 0.946 0.990 0.784
MPI-ESM1-2-HR_CMIP6 [-] 1.59 1.59 1.85 -0.259 1.06 1.56 0.448 0.452 0.749 0.347 0.536
NorESM2-MM_CCAM [-] 2.04 2.05 1.85 0.194 0.460 0.528 0.743 0.699 0.960 0.922 0.817
NorESM2-MM_CMIP6 [-] 2.20 2.20 1.90 0.298 0.748 1.34 0.673 0.516 0.794 0.720 0.701
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 [-] 0.827
ACCESS-CM2_CCAM [-] 1.15 1.21 0.827 3.18 0.383 0.597 2.46 0.379 0.326 0.663 0.972 0.550
ACCESS-CM2_CMIP6 [-] 1.66 1.66 0.798 0.864 1.06 3.17 0.202 0.252 0.532 0.444 0.343
ACCESS-ESM1-5_CCAM [-] 1.15 1.21 0.827 3.18 0.383 0.597 2.46 0.379 0.326 0.663 0.972 0.550
ACCESS-ESM1-5_CMIP6 [-] 1.43 1.43 0.787 0.640 0.858 4.06 0.256 0.215 0.384 0.614 0.394
CESM2_CCAM [-] 1.08 1.16 0.827 3.38 0.332 0.489 1.24 0.455 0.434 0.838 0.905 0.623
CESM2_CMIP6 [-] 1.10 1.10 0.835 0.264 0.753 2.19 0.450 0.291 0.742 0.632 0.509
CMCC-ESM2_CCAM [-] 1.36 1.43 0.827 3.08 0.605 0.775 2.94 0.304 0.357 0.628 0.963 0.533
CMCC-ESM2_CMIP6 [-] 1.53 1.53 0.835 0.692 0.832 2.81 0.284 0.392 0.581 0.688 0.432
CNRM-ESM2-1_CCAM [-] 1.21 1.29 0.827 3.11 0.465 0.659 2.78 0.367 0.371 0.630 0.964 0.533
CNRM-ESM2-1_CMIP6 [-] 1.31 1.31 0.796 0.512 0.628 1.30 0.335 0.373 0.758 0.741 0.519
EC-Earth3_CCAM [-] 1.13 1.21 0.827 3.45 0.381 0.558 2.02 0.413 0.387 0.753 0.946 0.570
EC-Earth3_CMIP6 [-] 1.08 1.08 0.845 0.235 0.603 2.69 0.468 0.304 0.644 0.832 0.521
ERA5_CCAM [-] 1.09 1.18 0.827 3.42 0.353 0.561 2.85 0.417 0.391 0.617 0.947 0.535
MPI-ESM1-2-HR_CMIP6 [-] 0.479 0.479 0.808 -0.329 0.463 2.18 0.382 0.385 0.641 0.330 0.438
NorESM2-MM_CCAM [-] 1.21 1.25 0.827 1.56 0.427 0.659 2.62 0.357 0.366 0.625 0.801 0.512
NorESM2-MM_CMIP6 [-] 1.48 1.48 0.835 0.646 1.02 2.31 0.285 0.250 0.700 0.668 0.410
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 [-] 2.69
ACCESS-CM2_CCAM [-] 2.36 2.55 2.69 -0.138 0.636 0.893 0.559 0.678 0.907 0.984 0.770
ACCESS-CM2_CMIP6 [-] 3.79 3.79 2.53 1.26 1.58 1.01 0.339 0.442 0.917 0.350 0.504
ACCESS-ESM1-5_CCAM [-] 2.36 2.55 2.69 -0.138 0.636 0.893 0.559 0.678 0.907 0.984 0.770
ACCESS-ESM1-5_CMIP6 [-] 3.61 3.61 2.73 0.877 1.08 0.510 0.315 0.433 0.964 0.969 0.644
CESM2_CCAM [-] 2.85 3.07 2.69 0.381 0.728 1.34 0.565 0.638 0.850 0.918 0.731
CESM2_CMIP6 [-] 2.76 2.76 2.57 0.185 0.628 0.890 0.599 0.631 0.909 0.731 0.708
CMCC-ESM2_CCAM [-] 2.81 2.99 2.69 0.301 0.744 1.38 0.575 0.596 0.826 0.987 0.729
CMCC-ESM2_CMIP6 [-] 2.80 2.80 2.57 0.224 0.507 0.219 0.721 0.609 0.985 0.986 0.801
CNRM-ESM2-1_CCAM [-] 2.46 2.66 2.69 -0.0324 0.661 0.709 0.568 0.648 0.918 0.975 0.763
CNRM-ESM2-1_CMIP6 [-] 2.38 2.38 2.51 -0.131 0.742 0.848 0.632 0.567 0.944 0.584 0.669
EC-Earth3_CCAM [-] 2.78 2.93 2.69 0.238 0.694 1.57 0.560 0.598 0.810 0.932 0.711
EC-Earth3_CMIP6 [-] 2.66 2.66 2.64 0.0149 0.999 1.17 0.622 0.370 0.889 0.323 0.531
ERA5_CCAM [-] 2.93 3.07 2.69 0.387 0.752 1.62 0.572 0.596 0.798 0.918 0.707
MPI-ESM1-2-HR_CMIP6 [-] 1.63 1.63 2.68 -1.05 2.05 1.00 0.147 0.514 0.916 0.286 0.471
NorESM2-MM_CCAM [-] 2.99 3.09 2.69 0.406 0.793 1.91 0.523 0.580 0.745 0.693 0.629
NorESM2-MM_CMIP6 [-] 3.43 3.43 2.57 0.856 1.02 1.22 0.358 0.562 0.871 0.848 0.649
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 [-] 1.61
ACCESS-CM2_CCAM [-] 4.31 2.05 1.60 4.81 3.79 0.441 0.894 2.04 0.297 0.503 0.671 0.815 0.558
ACCESS-CM2_CMIP6 [-] 4.28 2.96 2.16 4.76 0.792 1.07 2.45 0.394 0.385 0.555 0.960 0.536
ACCESS-ESM1-5_CCAM [-] 4.31 2.05 1.60 4.81 3.79 0.441 0.894 2.04 0.297 0.503 0.671 0.815 0.558
ACCESS-ESM1-5_CMIP6 [-] 4.29 3.19 2.20 4.72 0.984 1.23 2.48 0.266 0.317 0.576 0.967 0.489
CESM2_CCAM [-] 4.64 1.65 1.60 5.29 3.79 0.0481 0.648 1.92 0.347 0.460 0.638 0.941 0.569
CESM2_CMIP6 [-] 3.87 2.61 2.09 4.28 0.527 0.961 2.59 0.403 0.364 0.583 0.960 0.535
CMCC-ESM2_CCAM [-] 4.46 2.22 1.60 4.95 3.79 0.615 1.02 2.30 0.358 0.485 0.639 0.819 0.557
CMCC-ESM2_CMIP6 [-] 4.08 2.90 2.09 4.46 0.811 1.22 2.68 0.420 0.345 0.518 0.939 0.513
CNRM-ESM2-1_CCAM [-] 3.53 1.89 1.60 3.89 3.79 0.288 0.921 2.19 0.247 0.470 0.707 0.777 0.534
CNRM-ESM2-1_CMIP6 [-] 3.83 2.52 2.15 4.29 0.364 0.855 2.04 0.397 0.392 0.623 0.959 0.552
EC-Earth3_CCAM [-] 4.26 1.90 1.60 4.79 3.79 0.300 0.803 2.23 0.318 0.468 0.637 0.893 0.557
EC-Earth3_CMIP6 [-] 3.81 2.46 1.95 4.20 0.517 0.926 2.38 0.382 0.325 0.564 0.971 0.514
ERA5_CCAM [-] 4.01 2.07 1.60 4.45 3.79 0.466 0.890 2.26 0.329 0.540 0.649 0.864 0.585
MPI-ESM1-2-HR_CMIP6 [-] 3.86 2.31 2.02 4.34 0.288 0.958 2.37 0.303 0.285 0.550 0.904 0.465
NorESM2-MM_CCAM [-] 3.29 2.15 1.60 3.54 3.79 0.550 1.16 2.23 0.209 0.500 0.621 0.573 0.481
NorESM2-MM_CMIP6 [-] 3.90 2.78 2.09 4.26 0.693 1.05 2.68 0.434 0.376 0.540 0.936 0.532
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 [-] 3.58
ACCESS-CM2_CCAM [-] 4.97 3.18 3.58 5.35 3.79 -0.400 0.771 2.44 0.256 0.508 0.597 0.934 0.561
ACCESS-CM2_CMIP6 [-] 4.94 4.11 3.66 5.45 0.450 0.856 2.79 0.420 0.389 0.527 0.956 0.536
ACCESS-ESM1-5_CCAM [-] 4.97 3.18 3.58 5.35 3.79 -0.400 0.771 2.44 0.256 0.508 0.597 0.934 0.561
ACCESS-ESM1-5_CMIP6 [-] 5.05 4.49 3.70 5.41 0.787 1.07 2.46 0.273 0.322 0.597 0.968 0.496
CESM2_CCAM [-] 5.59 2.99 3.58 6.15 3.79 -0.583 1.09 2.62 0.236 0.403 0.553 0.808 0.480
CESM2_CMIP6 [-] 4.42 3.77 3.65 4.74 0.119 0.805 2.60 0.410 0.369 0.576 0.970 0.539
CMCC-ESM2_CCAM [-] 5.07 3.36 3.58 5.43 3.79 -0.220 0.653 2.58 0.360 0.517 0.572 0.945 0.582
CMCC-ESM2_CMIP6 [-] 4.59 3.88 3.65 4.93 0.232 0.755 2.89 0.476 0.365 0.502 0.984 0.539
CNRM-ESM2-1_CCAM [-] 3.77 2.93 3.58 3.95 3.79 -0.651 0.986 2.21 0.167 0.472 0.663 0.812 0.517
CNRM-ESM2-1_CMIP6 [-] 4.36 3.62 3.63 4.76 -0.00937 0.841 2.51 0.377 0.383 0.599 0.925 0.534
EC-Earth3_CCAM [-] 4.75 3.17 3.58 5.09 3.79 -0.403 0.782 2.68 0.265 0.477 0.567 0.878 0.533
EC-Earth3_CMIP6 [-] 4.35 4.05 3.65 4.46 0.399 0.916 2.96 0.349 0.320 0.509 0.977 0.495
ERA5_CCAM [-] 4.49 3.29 3.58 4.75 3.79 -0.293 0.688 2.51 0.313 0.585 0.581 0.839 0.581
MPI-ESM1-2-HR_CMIP6 [-] 4.60 4.03 3.64 4.86 0.394 1.26 2.89 0.257 0.231 0.512 0.659 0.378
NorESM2-MM_CCAM [-] 3.42 2.88 3.58 3.54 3.79 -0.698 1.02 2.74 0.151 0.509 0.540 0.716 0.485
NorESM2-MM_CMIP6 [-] 4.48 3.84 3.65 4.79 0.190 0.720 2.86 0.464 0.386 0.513 0.987 0.547
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 [-] 0.916
ACCESS-CM2_CCAM [-] 2.09 2.06 0.916 1.14 1.28 2.06 0.122 0.310 0.747 0.972 0.492
ACCESS-CM2_CMIP6 [-] 2.04 2.04 0.923 1.11 1.24 2.77 0.106 0.296 0.616 0.917 0.446
ACCESS-ESM1-5_CCAM [-] 2.09 2.06 0.916 1.14 1.28 2.06 0.122 0.310 0.747 0.972 0.492
ACCESS-ESM1-5_CMIP6 [-] 2.26 2.26 0.999 1.26 1.53 1.93 0.148 0.225 0.748 0.765 0.422
CESM2_CCAM [-] 1.36 1.35 0.916 0.434 0.576 1.84 0.441 0.500 0.702 0.967 0.622
CESM2_CMIP6 [-] 1.86 1.86 0.949 0.915 1.19 1.98 0.217 0.274 0.769 0.883 0.483
CMCC-ESM2_CCAM [-] 2.30 2.28 0.916 1.36 1.61 2.26 0.0897 0.200 0.696 0.981 0.433
CMCC-ESM2_CMIP6 [-] 2.07 2.07 0.949 1.13 1.42 2.10 0.148 0.216 0.733 0.566 0.376
CNRM-ESM2-1_CCAM [-] 1.77 1.75 0.916 0.837 1.03 2.06 0.206 0.303 0.735 0.989 0.507
CNRM-ESM2-1_CMIP6 [-] 1.37 1.37 0.965 0.409 0.503 1.67 0.423 0.530 0.797 0.983 0.653
EC-Earth3_CCAM [-] 1.60 1.58 0.916 0.666 0.985 2.45 0.273 0.243 0.669 0.990 0.484
EC-Earth3_CMIP6 [-] 1.08 1.08 0.940 0.135 0.467 2.25 0.721 0.423 0.700 0.838 0.621
ERA5_CCAM [-] 2.12 2.10 0.916 1.18 1.37 2.41 0.111 0.253 0.689 0.978 0.457
MPI-ESM1-2-HR_CMIP6 [-] 0.666 0.666 0.985 -0.318 0.403 2.00 0.515 0.634 0.725 0.538 0.609
NorESM2-MM_CCAM [-] 2.43 2.43 0.916 1.51 1.67 1.68 0.0777 0.250 0.810 0.896 0.457
NorESM2-MM_CMIP6 [-] 1.94 1.94 0.949 0.995 1.31 1.98 0.188 0.231 0.761 0.944 0.471
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 [-] 1.57
ACCESS-CM2_CCAM [-] 1.91 1.97 1.57 0.398 0.606 0.158 0.574 0.658 0.981 0.899 0.754
ACCESS-CM2_CMIP6 [-] 2.42 2.42 1.67 0.746 0.919 0.601 0.388 0.504 0.903 0.919 0.644
ACCESS-ESM1-5_CCAM [-] 1.91 1.97 1.57 0.398 0.606 0.158 0.574 0.658 0.981 0.899 0.754
ACCESS-ESM1-5_CMIP6 [-] 2.35 2.35 1.44 0.913 1.07 0.544 0.294 0.469 0.961 0.957 0.630
CESM2_CCAM [-] 1.99 2.09 1.57 0.518 0.595 0.110 0.565 0.716 0.981 0.891 0.774
CESM2_CMIP6 [-] 2.07 2.07 1.51 0.564 0.724 0.635 0.565 0.603 0.961 0.970 0.740
CMCC-ESM2_CCAM [-] 2.02 2.11 1.57 0.535 0.732 0.622 0.563 0.595 0.944 0.966 0.733
CMCC-ESM2_CMIP6 [-] 2.19 2.19 1.51 0.679 0.835 0.350 0.444 0.595 0.978 0.961 0.715
CNRM-ESM2-1_CCAM [-] 2.00 2.05 1.57 0.484 0.732 1.10 0.563 0.567 0.905 0.935 0.708
CNRM-ESM2-1_CMIP6 [-] 1.86 1.86 1.49 0.370 0.478 0.713 0.588 0.671 0.961 0.903 0.759
EC-Earth3_CCAM [-] 1.81 1.88 1.57 0.309 0.659 1.41 0.640 0.542 0.847 0.988 0.712
EC-Earth3_CMIP6 [-] 1.49 1.49 1.52 -0.0310 0.455 0.818 0.789 0.585 0.949 0.983 0.778
ERA5_CCAM [-] 2.33 2.38 1.57 0.813 0.944 0.293 0.402 0.587 0.957 0.977 0.702
MPI-ESM1-2-HR_CMIP6 [-] 0.548 0.548 1.57 -1.02 1.07 0.257 0.251 0.655 0.986 0.307 0.571
NorESM2-MM_CCAM [-] 2.57 2.62 1.57 1.05 1.14 0.532 0.341 0.632 0.946 0.757 0.661
NorESM2-MM_CMIP6 [-] 2.31 2.31 1.51 0.801 0.974 1.11 0.403 0.543 0.914 0.963 0.673
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 [-] 2.37
ACCESS-CM2_CCAM [-] 2.63 2.65 2.37 0.283 0.584 1.14 0.722 0.686 0.888 0.782 0.753
ACCESS-CM2_CMIP6 [-] 2.85 2.85 2.37 0.487 0.905 1.00 0.593 0.447 0.919 0.968 0.675
ACCESS-ESM1-5_CCAM [-] 2.63 2.65 2.37 0.283 0.584 1.14 0.722 0.686 0.888 0.782 0.753
ACCESS-ESM1-5_CMIP6 [-] 2.89 2.89 2.12 0.771 1.07 2.00 0.435 0.441 0.685 0.996 0.600
CESM2_CCAM [-] 2.41 2.39 2.37 0.0169 0.451 1.06 0.822 0.674 0.885 0.992 0.809
CESM2_CMIP6 [-] 2.60 2.60 2.29 0.311 0.590 1.44 0.706 0.666 0.822 0.845 0.741
CMCC-ESM2_CCAM [-] 2.93 2.93 2.37 0.560 0.733 1.06 0.609 0.696 0.906 0.658 0.713
CMCC-ESM2_CMIP6 [-] 2.83 2.83 2.29 0.549 0.702 0.767 0.580 0.656 0.944 0.963 0.760
CNRM-ESM2-1_CCAM [-] 2.52 2.52 2.37 0.152 0.478 1.02 0.765 0.692 0.911 0.945 0.801
CNRM-ESM2-1_CMIP6 [-] 2.73 2.73 2.31 0.422 0.584 0.597 0.678 0.680 0.961 0.930 0.786
EC-Earth3_CCAM [-] 2.69 2.67 2.37 0.294 0.553 1.16 0.732 0.676 0.894 0.948 0.785
EC-Earth3_CMIP6 [-] 2.13 2.13 2.40 -0.275 0.742 0.613 0.588 0.603 0.956 0.759 0.702
ERA5_CCAM [-] 2.84 2.85 2.37 0.474 0.627 1.19 0.651 0.707 0.880 0.832 0.755
MPI-ESM1-2-HR_CMIP6 [-] 1.42 1.42 2.36 -0.942 1.52 1.16 0.244 0.491 0.837 0.423 0.497
NorESM2-MM_CCAM [-] 2.55 2.57 2.37 0.193 0.533 1.21 0.729 0.710 0.878 0.564 0.718
NorESM2-MM_CMIP6 [-] 2.66 2.66 2.29 0.370 0.539 1.01 0.678 0.672 0.919 0.993 0.787
Download Data
Period Mean (original grids) [mm d-1]
Model Period Mean (intersection) [mm d-1]
Benchmark Period Mean (intersection) [mm d-1]
Model Period Mean (complement) [mm d-1]
Benchmark Period Mean (complement) [mm d-1]
Bias [mm d-1]
RMSE [mm d-1]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 1.18
ACCESS-CM2_CCAM [-] 1.63 1.69 1.18 0.504 0.717 0.231 0.570 0.675 0.981 0.962 0.772
ACCESS-CM2_CMIP6 [-] 1.90 1.90 1.21 0.689 0.784 0.107 0.540 0.690 0.992 0.899 0.762
ACCESS-ESM1-5_CCAM [-] 1.63 1.69 1.18 0.504 0.717 0.231 0.570 0.675 0.981 0.962 0.772
ACCESS-ESM1-5_CMIP6 [-] 2.21 2.21 1.25 0.966 1.09 0.250 0.408 0.598 0.948 0.899 0.690
CESM2_CCAM [-] 1.50 1.58 1.18 0.397 0.515 0.156 0.666 0.741 0.982 0.866 0.799
CESM2_CMIP6 [-] 1.85 1.85 1.18 0.676 0.851 0.332 0.532 0.655 0.966 0.959 0.753
CMCC-ESM2_CCAM [-] 1.76 1.81 1.18 0.630 0.889 0.211 0.535 0.567 0.979 0.969 0.723
CMCC-ESM2_CMIP6 [-] 2.18 2.18 1.18 1.00 1.29 0.709 0.411 0.516 0.946 0.944 0.667
CNRM-ESM2-1_CCAM [-] 1.77 1.82 1.18 0.638 0.848 0.714 0.517 0.615 0.954 0.978 0.736
CNRM-ESM2-1_CMIP6 [-] 1.19 1.19 1.26 -0.0748 0.549 0.894 0.697 0.630 0.930 0.966 0.771
EC-Earth3_CCAM [-] 1.81 1.87 1.18 0.684 0.887 0.389 0.508 0.593 0.973 0.953 0.724
EC-Earth3_CMIP6 [-] 1.67 1.67 1.18 0.498 0.875 0.151 0.633 0.475 0.990 0.979 0.710
ERA5_CCAM [-] 2.15 2.20 1.18 1.01 1.20 0.166 0.373 0.530 0.983 0.981 0.680
MPI-ESM1-2-HR_CMIP6 [-] 0.668 0.668 1.20 -0.532 0.753 0.152 0.469 0.701 0.984 0.755 0.722
NorESM2-MM_CCAM [-] 2.42 2.46 1.18 1.27 1.34 0.346 0.289 0.646 0.954 0.961 0.699
NorESM2-MM_CMIP6 [-] 2.38 2.38 1.18 1.20 1.34 0.608 0.318 0.533 0.949 0.938 0.655
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 [-] 1.35
ACCESS-CM2_CCAM [-] 2.38 2.48 1.35 5.01 1.13 1.24 0.709 0.405 0.659 0.924 0.955 0.720
ACCESS-CM2_CMIP6 [-] 2.50 2.50 1.35 1.15 1.27 0.485 0.390 0.622 0.926 0.662 0.644
ACCESS-ESM1-5_CCAM [-] 2.38 2.48 1.35 5.01 1.13 1.24 0.709 0.405 0.659 0.924 0.955 0.720
ACCESS-ESM1-5_CMIP6 [-] 2.41 2.41 1.29 1.12 1.25 0.265 0.385 0.605 0.977 0.861 0.687
CESM2_CCAM [-] 1.77 1.91 1.35 5.54 0.555 0.676 0.719 0.634 0.721 0.921 0.633 0.726
CESM2_CMIP6 [-] 1.96 1.96 1.34 0.616 0.754 0.884 0.573 0.710 0.919 0.790 0.740
CMCC-ESM2_CCAM [-] 2.45 2.55 1.35 4.79 1.20 1.38 0.967 0.376 0.565 0.905 0.954 0.673
CMCC-ESM2_CMIP6 [-] 2.53 2.53 1.34 1.19 1.47 0.943 0.415 0.523 0.914 0.880 0.651
CNRM-ESM2-1_CCAM [-] 2.38 2.48 1.35 4.76 1.13 1.35 1.09 0.389 0.539 0.866 0.920 0.651
CNRM-ESM2-1_CMIP6 [-] 1.31 1.31 1.30 0.00875 0.754 1.45 0.673 0.614 0.830 0.510 0.648
EC-Earth3_CCAM [-] 2.40 2.50 1.35 4.83 1.14 1.30 1.07 0.370 0.583 0.849 0.926 0.662
EC-Earth3_CMIP6 [-] 2.36 2.36 1.34 1.01 1.41 0.515 0.447 0.438 0.920 0.951 0.639
ERA5_CCAM [-] 2.60 2.68 1.35 4.81 1.33 1.49 1.08 0.310 0.557 0.867 0.975 0.653
MPI-ESM1-2-HR_CMIP6 [-] 1.21 1.21 1.32 -0.114 0.719 0.281 0.670 0.634 0.966 0.684 0.717
NorESM2-MM_CCAM [-] 2.57 2.63 1.35 3.83 1.27 1.39 1.19 0.336 0.609 0.867 0.975 0.679
NorESM2-MM_CMIP6 [-] 2.41 2.41 1.34 1.07 1.22 0.833 0.396 0.605 0.912 0.821 0.668
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 [-] 0.852
ACCESS-CM2_CCAM [-] 1.59 1.58 0.852 0.732 0.825 1.80 0.265 0.469 0.802 0.973 0.596
ACCESS-CM2_CMIP6 [-] 1.60 1.60 0.882 0.720 0.800 1.39 0.294 0.504 0.866 0.925 0.619
ACCESS-ESM1-5_CCAM [-] 1.59 1.58 0.852 0.732 0.825 1.80 0.265 0.469 0.802 0.973 0.596
ACCESS-ESM1-5_CMIP6 [-] 1.60 1.60 0.912 0.687 0.944 3.74 0.365 0.314 0.486 0.887 0.473
CESM2_CCAM [-] 0.983 0.978 0.852 0.126 0.365 3.02 0.741 0.520 0.564 0.993 0.667
CESM2_CMIP6 [-] 1.47 1.47 0.890 0.579 1.05 2.50 0.397 0.260 0.727 0.883 0.506
CMCC-ESM2_CCAM [-] 1.70 1.69 0.852 0.842 1.03 2.75 0.247 0.335 0.650 0.947 0.503
CMCC-ESM2_CMIP6 [-] 1.61 1.61 0.890 0.722 1.00 3.25 0.314 0.321 0.538 0.943 0.487
CNRM-ESM2-1_CCAM [-] 1.18 1.18 0.852 0.324 0.517 2.63 0.554 0.482 0.685 0.977 0.636
CNRM-ESM2-1_CMIP6 [-] 1.18 1.18 0.882 0.302 0.386 0.676 0.550 0.617 0.944 0.984 0.742
EC-Earth3_CCAM [-] 1.28 1.28 0.852 0.427 0.677 3.49 0.457 0.391 0.506 0.970 0.543
EC-Earth3_CMIP6 [-] 1.00 1.00 0.885 0.116 0.467 3.34 0.725 0.416 0.558 0.939 0.611
ERA5_CCAM [-] 1.47 1.48 0.852 0.625 0.803 3.07 0.342 0.396 0.632 0.935 0.540
MPI-ESM1-2-HR_CMIP6 [-] 0.746 0.746 0.861 -0.115 0.380 1.98 0.703 0.461 0.736 0.989 0.670
NorESM2-MM_CCAM [-] 1.66 1.66 0.852 0.807 0.969 1.60 0.276 0.372 0.829 0.975 0.565
NorESM2-MM_CMIP6 [-] 1.51 1.51 0.890 0.619 1.13 2.29 0.392 0.241 0.758 0.705 0.468
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 [-] 0.327
ACCESS-CM2_CCAM [-] 1.36 1.38 0.327 1.30 1.05 1.15 1.87 0.115 0.301 0.803 0.728 0.450
ACCESS-CM2_CMIP6 [-] 1.29 1.29 0.327 0.962 1.03 1.63 0.121 0.385 0.830 0.629 0.470
ACCESS-ESM1-5_CCAM [-] 1.36 1.38 0.327 1.30 1.05 1.15 1.87 0.115 0.301 0.803 0.728 0.450
ACCESS-ESM1-5_CMIP6 [-] 1.26 1.26 0.324 0.938 1.06 1.56 0.131 0.280 0.835 0.533 0.412
CESM2_CCAM [-] 0.630 0.647 0.327 0.968 0.319 0.396 1.51 0.483 0.554 0.846 0.749 0.637
CESM2_CMIP6 [-] 1.09 1.09 0.326 0.767 0.884 1.96 0.207 0.372 0.789 0.771 0.502
CMCC-ESM2_CCAM [-] 1.49 1.50 0.327 1.42 1.17 1.37 1.91 0.116 0.189 0.797 0.723 0.403
CMCC-ESM2_CMIP6 [-] 1.69 1.69 0.326 1.36 1.72 1.76 0.0689 0.101 0.814 0.631 0.343
CNRM-ESM2-1_CCAM [-] 1.20 1.22 0.327 1.07 0.893 1.05 2.02 0.141 0.237 0.797 0.584 0.399
CNRM-ESM2-1_CMIP6 [-] 0.737 0.737 0.329 0.408 0.498 1.32 0.423 0.532 0.878 0.768 0.626
EC-Earth3_CCAM [-] 1.03 1.05 0.327 1.03 0.722 0.920 1.83 0.180 0.239 0.803 0.683 0.429
EC-Earth3_CMIP6 [-] 0.884 0.874 0.324 5.94 0.550 0.829 1.52 0.248 0.205 0.839 0.554 0.410
ERA5_CCAM [-] 1.28 1.30 0.327 1.08 0.974 1.15 1.92 0.104 0.209 0.797 0.647 0.393
MPI-ESM1-2-HR_CMIP6 [-] 0.406 0.406 0.324 0.0818 0.308 1.45 0.720 0.527 0.855 0.613 0.649
NorESM2-MM_CCAM [-] 1.73 1.74 0.327 1.30 1.42 1.49 1.83 0.0716 0.334 0.795 0.770 0.461
NorESM2-MM_CMIP6 [-] 1.42 1.42 0.326 1.10 1.22 2.18 0.109 0.303 0.770 0.696 0.436
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 [-] 0.300
ACCESS-CM2_CCAM [-] 0.963 0.984 0.300 2.46 0.684 0.756 3.22 0.0400 0.197 0.491 0.410 0.267
ACCESS-CM2_CMIP6 [-] 1.06 1.06 0.303 0.760 0.834 3.45 0.0166 0.167 0.469 0.587 0.281
ACCESS-ESM1-5_CCAM [-] 0.963 0.984 0.300 2.46 0.684 0.756 3.22 0.0400 0.197 0.491 0.410 0.267
ACCESS-ESM1-5_CMIP6 [-] 0.995 0.995 0.311 0.684 0.776 3.50 0.0377 0.126 0.387 0.307 0.197
CESM2_CCAM [-] 0.512 0.532 0.300 2.32 0.232 0.316 2.63 0.417 0.349 0.583 0.322 0.404
CESM2_CMIP6 [-] 0.932 0.932 0.309 0.623 0.751 4.69 0.105 0.142 0.216 0.0957 0.140
CMCC-ESM2_CCAM [-] 1.28 1.30 0.300 2.65 0.998 1.11 3.94 0.00543 0.0823 0.306 0.449 0.185
CMCC-ESM2_CMIP6 [-] 1.30 1.30 0.309 0.990 1.19 3.92 0.0252 0.0876 0.357 0.115 0.134
CNRM-ESM2-1_CCAM [-] 0.919 0.939 0.300 2.08 0.639 0.732 3.83 0.0524 0.177 0.332 0.354 0.219
CNRM-ESM2-1_CMIP6 [-] 0.697 0.697 0.296 0.401 0.461 1.97 0.200 0.301 0.709 0.161 0.334
EC-Earth3_CCAM [-] 0.701 0.719 0.300 2.13 0.420 0.555 3.33 0.164 0.161 0.425 0.440 0.270
EC-Earth3_CMIP6 [-] 0.595 0.595 0.305 0.290 0.484 3.22 0.311 0.146 0.447 0.349 0.280
ERA5_CCAM [-] 0.829 0.847 0.300 2.16 0.547 0.659 3.91 0.0759 0.155 0.315 0.473 0.235
MPI-ESM1-2-HR_CMIP6 [-] 0.324 0.324 0.305 0.0188 0.255 3.41 0.583 0.340 0.402 0.588 0.451
NorESM2-MM_CCAM [-] 1.33 1.35 0.300 1.59 1.05 1.09 3.71 0.00513 0.185 0.343 0.625 0.269
NorESM2-MM_CMIP6 [-] 1.23 1.23 0.309 0.925 1.05 4.35 0.0136 0.0762 0.237 0.183 0.117
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 [-] 1.78
ACCESS-CM2_CCAM [-] 2.11 2.22 1.78 0.436 0.592 0.846 0.612 0.679 0.881 0.851 0.741
ACCESS-CM2_CMIP6 [-] 2.37 2.37 1.73 0.637 0.891 2.02 0.512 0.489 0.718 0.00135 0.442
ACCESS-ESM1-5_CCAM [-] 2.11 2.22 1.78 0.436 0.592 0.846 0.612 0.679 0.881 0.851 0.741
ACCESS-ESM1-5_CMIP6 [-] 3.19 3.19 2.00 1.19 1.96 5.03 0.286 0.195 0.0717 1.00 0.350
CESM2_CCAM [-] 1.85 1.95 1.78 0.162 0.484 0.760 0.764 0.641 0.899 0.966 0.782
CESM2_CMIP6 [-] 2.38 2.38 1.91 0.478 0.989 3.55 0.584 0.408 0.356 0.919 0.535
CMCC-ESM2_CCAM [-] 2.45 2.59 1.78 0.808 0.908 0.932 0.453 0.690 0.878 0.476 0.637
CMCC-ESM2_CMIP6 [-] 2.89 2.89 1.91 0.988 1.39 3.04 0.356 0.429 0.464 0.411 0.418
CNRM-ESM2-1_CCAM [-] 1.91 2.02 1.78 0.234 0.447 0.768 0.740 0.691 0.911 0.895 0.786
CNRM-ESM2-1_CMIP6 [-] 2.58 2.58 1.78 0.798 0.976 1.03 0.390 0.522 0.930 0.319 0.537
EC-Earth3_CCAM [-] 2.25 2.37 1.78 0.586 0.702 0.676 0.522 0.688 0.905 0.852 0.731
EC-Earth3_CMIP6 [-] 1.98 1.98 1.82 0.164 0.762 2.03 0.677 0.483 0.682 0.858 0.636
ERA5_CCAM [-] 2.04 2.10 1.78 0.315 0.471 0.511 0.670 0.719 0.967 0.944 0.804
MPI-ESM1-2-HR_CMIP6 [-] 1.42 1.42 1.78 -0.365 0.811 0.00 0.603 0.470 1.00 0.673 0.643
NorESM2-MM_CCAM [-] 1.91 1.96 1.78 0.172 0.391 0.342 0.758 0.718 0.976 0.953 0.825
NorESM2-MM_CMIP6 [-] 2.10 2.10 1.91 0.191 0.490 0.505 0.807 0.634 0.972 0.984 0.806
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 [-] 1.90
ACCESS-CM2_CCAM [-] 2.48 2.54 1.90 0.646 0.736 0.453 0.560 0.752 0.969 0.782 0.763
ACCESS-CM2_CMIP6 [-] 2.26 2.26 1.90 0.354 1.03 0.00 0.709 0.391 1.00 1.00 0.698
ACCESS-ESM1-5_CCAM [-] 2.48 2.54 1.90 0.646 0.736 0.453 0.560 0.752 0.969 0.782 0.763
ACCESS-ESM1-5_CMIP6 [-] 2.42 2.42 1.83 0.581 0.977 0.513 0.576 0.455 0.964 0.880 0.666
CESM2_CCAM [-] 2.23 2.33 1.90 0.430 0.617 0.772 0.665 0.693 0.938 0.697 0.737
CESM2_CMIP6 [-] 2.15 2.15 1.87 0.279 0.784 0.677 0.762 0.488 0.954 0.888 0.716
CMCC-ESM2_CCAM [-] 2.53 2.68 1.90 0.781 0.868 0.515 0.493 0.725 0.954 0.520 0.683
CMCC-ESM2_CMIP6 [-] 2.53 2.53 1.87 0.662 1.19 2.68 0.513 0.436 0.530 0.278 0.439
CNRM-ESM2-1_CCAM [-] 2.37 2.52 1.90 0.622 0.694 0.583 0.577 0.775 0.959 0.517 0.721
CNRM-ESM2-1_CMIP6 [-] 2.14 2.14 1.91 0.232 0.590 0.347 0.799 0.592 0.976 0.865 0.765
EC-Earth3_CCAM [-] 2.60 2.78 1.90 0.885 0.959 0.447 0.444 0.718 0.944 0.486 0.662
EC-Earth3_CMIP6 [-] 2.57 2.57 1.87 0.699 0.909 1.03 0.519 0.595 0.894 0.993 0.719
ERA5_CCAM [-] 2.42 2.54 1.90 0.642 0.732 0.710 0.550 0.740 0.941 0.727 0.739
MPI-ESM1-2-HR_CMIP6 [-] 2.77 2.77 1.83 0.939 1.30 1.82 0.438 0.476 0.717 0.127 0.447
NorESM2-MM_CCAM [-] 2.20 2.23 1.90 0.335 0.513 0.697 0.725 0.748 0.935 0.944 0.820
NorESM2-MM_CMIP6 [-] 2.16 2.16 1.87 0.283 0.626 1.00 0.756 0.589 0.888 0.653 0.695
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 [-] 2.09
ACCESS-CM2_CCAM [-] 2.19 2.21 2.09 0.126 0.565 0.427 0.740 0.647 0.970 0.931 0.787
ACCESS-CM2_CMIP6 [-] 2.57 2.57 2.11 0.460 0.909 3.39 0.611 0.489 0.403 0.0768 0.414
ACCESS-ESM1-5_CCAM [-] 2.19 2.21 2.09 0.126 0.565 0.427 0.740 0.647 0.970 0.931 0.787
ACCESS-ESM1-5_CMIP6 [-] 2.84 2.84 2.01 0.830 1.25 3.05 0.468 0.402 0.552 0.188 0.402
CESM2_CCAM [-] 1.73 1.72 2.09 -0.369 0.733 1.57 0.640 0.567 0.823 0.926 0.705
CESM2_CMIP6 [-] 2.48 2.48 2.14 0.343 0.908 2.36 0.536 0.519 0.594 0.549 0.543
CMCC-ESM2_CCAM [-] 2.65 2.66 2.09 0.571 0.693 1.15 0.609 0.714 0.900 0.830 0.753
CMCC-ESM2_CMIP6 [-] 3.39 3.39 2.14 1.25 1.59 2.87 0.383 0.409 0.555 0.224 0.396
CNRM-ESM2-1_CCAM [-] 2.06 2.07 2.09 -0.0174 0.535 1.16 0.745 0.648 0.898 0.930 0.774
CNRM-ESM2-1_CMIP6 [-] 2.49 2.49 2.16 0.333 0.617 1.37 0.736 0.665 0.864 0.712 0.728
EC-Earth3_CCAM [-] 2.43 2.41 2.09 0.323 0.620 1.24 0.699 0.643 0.871 0.978 0.767
EC-Earth3_CMIP6 [-] 2.01 2.01 2.13 -0.121 0.884 1.94 0.613 0.521 0.761 0.282 0.539
ERA5_CCAM [-] 2.44 2.44 2.09 0.354 0.562 0.255 0.681 0.722 0.985 0.660 0.754
MPI-ESM1-2-HR_CMIP6 [-] 1.14 1.14 2.06 -0.923 1.24 2.03 0.369 0.437 0.660 0.846 0.550
NorESM2-MM_CCAM [-] 2.15 2.16 2.09 0.0723 0.442 0.255 0.759 0.729 0.985 0.796 0.800
NorESM2-MM_CMIP6 [-] 2.61 2.61 2.14 0.466 0.948 2.02 0.511 0.525 0.627 0.429 0.524
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 [-] 1.60
ACCESS-CM2_CCAM [-] 1.88 1.88 1.60 0.284 0.483 0.822 0.669 0.628 0.939 0.679 0.709
ACCESS-CM2_CMIP6 [-] 2.37 2.37 1.85 0.519 0.972 3.37 0.552 0.377 0.446 0.665 0.484
ACCESS-ESM1-5_CCAM [-] 1.88 1.88 1.60 0.284 0.483 0.822 0.669 0.628 0.939 0.679 0.709
ACCESS-ESM1-5_CMIP6 [-] 1.67 1.67 1.37 0.305 0.507 1.52 0.588 0.494 0.839 0.976 0.678
CESM2_CCAM [-] 1.64 1.60 1.60 0.00580 0.423 0.726 0.776 0.595 0.934 0.873 0.754
CESM2_CMIP6 [-] 1.72 1.72 1.62 0.102 0.675 1.22 0.836 0.383 0.832 0.988 0.684
CMCC-ESM2_CCAM [-] 1.99 1.98 1.60 0.380 0.594 0.921 0.613 0.559 0.926 0.914 0.714
CMCC-ESM2_CMIP6 [-] 2.00 2.00 1.62 0.379 0.670 1.42 0.585 0.447 0.765 0.991 0.647
CNRM-ESM2-1_CCAM [-] 1.54 1.54 1.60 -0.0518 0.436 0.920 0.775 0.582 0.921 0.978 0.768
CNRM-ESM2-1_CMIP6 [-] 2.43 2.43 1.91 0.521 0.780 2.05 0.492 0.454 0.745 1.00 0.629
EC-Earth3_CCAM [-] 1.76 1.75 1.60 0.150 0.447 1.12 0.765 0.587 0.883 0.947 0.754
EC-Earth3_CMIP6 [-] 1.56 1.56 1.66 -0.104 0.527 1.19 0.766 0.502 0.870 0.962 0.720
ERA5_CCAM [-] 1.83 1.82 1.60 0.222 0.459 1.36 0.723 0.613 0.880 0.939 0.754
MPI-ESM1-2-HR_CMIP6 [-] 1.12 1.12 1.64 -0.513 0.767 1.63 0.487 0.440 0.765 0.292 0.485
NorESM2-MM_CCAM [-] 1.84 1.84 1.60 0.245 0.480 0.823 0.725 0.601 0.933 0.858 0.744
NorESM2-MM_CMIP6 [-] 1.76 1.76 1.62 0.143 0.672 1.02 0.819 0.401 0.923 0.980 0.705
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 [-] 0.705
ACCESS-CM2_CCAM [-] 1.16 1.23 0.705 0.528 0.650 2.38 0.324 0.414 0.651 0.770 0.515
ACCESS-CM2_CMIP6 [-] 1.96 1.96 0.799 1.16 1.25 2.80 0.0769 0.319 0.474 0.426 0.323
ACCESS-ESM1-5_CCAM [-] 1.16 1.23 0.705 0.528 0.650 2.38 0.324 0.414 0.651 0.770 0.515
ACCESS-ESM1-5_CMIP6 [-] 1.22 1.22 0.730 0.487 0.741 3.74 0.323 0.276 0.457 0.985 0.463
CESM2_CCAM [-] 0.842 0.925 0.705 0.220 0.440 2.17 0.660 0.457 0.698 0.573 0.569
CESM2_CMIP6 [-] 1.33 1.33 0.735 0.599 0.956 2.48 0.286 0.222 0.670 0.867 0.453
CMCC-ESM2_CCAM [-] 1.32 1.42 0.705 0.711 0.886 2.80 0.289 0.320 0.612 0.834 0.475
CMCC-ESM2_CMIP6 [-] 1.53 1.53 0.735 0.794 0.994 4.21 0.209 0.282 0.257 0.462 0.298
CNRM-ESM2-1_CCAM [-] 1.03 1.17 0.705 0.464 0.684 2.29 0.406 0.386 0.676 0.462 0.463
CNRM-ESM2-1_CMIP6 [-] 1.10 1.10 0.629 0.467 0.548 1.22 0.225 0.449 0.790 0.485 0.480
EC-Earth3_CCAM [-] 1.01 1.11 0.705 0.403 0.628 3.08 0.421 0.361 0.562 0.620 0.465
EC-Earth3_CMIP6 [-] 1.27 1.27 0.802 0.466 0.737 2.09 0.434 0.363 0.776 0.356 0.459
ERA5_CCAM [-] 1.11 1.24 0.705 0.537 0.731 3.05 0.357 0.383 0.540 0.485 0.430
MPI-ESM1-2-HR_CMIP6 [-] 0.396 0.396 0.759 -0.362 0.508 2.15 0.372 0.414 0.640 0.461 0.460
NorESM2-MM_CCAM [-] 1.38 1.46 0.705 0.757 0.917 2.20 0.260 0.352 0.665 0.830 0.492
NorESM2-MM_CMIP6 [-] 1.61 1.61 0.735 0.877 1.28 2.75 0.191 0.110 0.570 0.278 0.252
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 [-] 0.858
ACCESS-CM2_CCAM [-] 1.14 1.20 0.858 3.18 0.345 0.583 2.48 0.391 0.307 0.665 0.968 0.528
ACCESS-CM2_CMIP6 [-] 1.57 1.57 0.798 0.774 1.00 3.29 0.240 0.232 0.549 0.461 0.343
ACCESS-ESM1-5_CCAM [-] 1.14 1.20 0.858 3.18 0.345 0.583 2.48 0.391 0.307 0.665 0.968 0.528
ACCESS-ESM1-5_CMIP6 [-] 1.48 1.48 0.800 0.675 0.885 4.14 0.243 0.202 0.369 0.591 0.321
CESM2_CCAM [-] 1.15 1.22 0.858 3.38 0.362 0.502 0.992 0.411 0.429 0.868 0.931 0.614
CESM2_CMIP6 [-] 1.04 1.04 0.862 0.175 0.699 2.11 0.488 0.306 0.759 0.618 0.495
CMCC-ESM2_CCAM [-] 1.37 1.44 0.858 3.08 0.577 0.747 2.97 0.307 0.364 0.631 0.961 0.526
CMCC-ESM2_CMIP6 [-] 1.53 1.53 0.862 0.665 0.789 2.44 0.301 0.417 0.654 0.695 0.497
CNRM-ESM2-1_CCAM [-] 1.25 1.32 0.858 3.11 0.466 0.652 2.91 0.359 0.368 0.620 0.954 0.534
CNRM-ESM2-1_CMIP6 [-] 1.36 1.36 0.837 0.523 0.647 1.32 0.355 0.359 0.752 0.746 0.514
EC-Earth3_CCAM [-] 1.16 1.23 0.858 3.45 0.375 0.540 1.74 0.412 0.392 0.794 0.961 0.590
EC-Earth3_CMIP6 [-] 1.02 1.02 0.857 0.168 0.564 2.86 0.477 0.287 0.609 0.923 0.517
ERA5_CCAM [-] 1.08 1.16 0.858 3.42 0.304 0.516 2.79 0.430 0.393 0.633 0.969 0.563
MPI-ESM1-2-HR_CMIP6 [-] 0.499 0.499 0.820 -0.321 0.452 2.19 0.384 0.378 0.641 0.289 0.414
NorESM2-MM_CCAM [-] 1.16 1.20 0.858 1.56 0.341 0.592 2.73 0.378 0.369 0.617 0.674 0.481
NorESM2-MM_CMIP6 [-] 1.45 1.45 0.862 0.585 0.946 2.19 0.306 0.282 0.729 0.710 0.462
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 [-] 2.69
ACCESS-CM2_CCAM [-] 2.36 2.55 2.69 -0.138 0.636 0.893 0.559 0.678 0.907 0.984 0.761
ACCESS-CM2_CMIP6 [-] 3.79 3.79 2.53 1.26 1.58 1.01 0.339 0.442 0.917 0.350 0.498
ACCESS-ESM1-5_CCAM [-] 2.36 2.55 2.69 -0.138 0.636 0.893 0.559 0.678 0.907 0.984 0.761
ACCESS-ESM1-5_CMIP6 [-] 3.61 3.61 2.73 0.877 1.08 0.510 0.315 0.433 0.964 0.969 0.623
CESM2_CCAM [-] 2.85 3.07 2.69 0.381 0.728 1.34 0.565 0.638 0.850 0.918 0.722
CESM2_CMIP6 [-] 2.76 2.76 2.57 0.185 0.628 0.890 0.599 0.631 0.909 0.731 0.700
CMCC-ESM2_CCAM [-] 2.81 2.99 2.69 0.301 0.744 1.38 0.575 0.596 0.826 0.987 0.716
CMCC-ESM2_CMIP6 [-] 2.80 2.80 2.57 0.224 0.507 0.219 0.721 0.609 0.985 0.986 0.782
CNRM-ESM2-1_CCAM [-] 2.46 2.66 2.69 -0.0324 0.661 0.709 0.568 0.648 0.918 0.975 0.751
CNRM-ESM2-1_CMIP6 [-] 2.38 2.38 2.51 -0.131 0.742 0.848 0.632 0.567 0.944 0.584 0.659
EC-Earth3_CCAM [-] 2.78 2.93 2.69 0.238 0.694 1.57 0.560 0.598 0.810 0.932 0.699
EC-Earth3_CMIP6 [-] 2.66 2.66 2.64 0.0149 0.999 1.17 0.622 0.370 0.889 0.323 0.515
ERA5_CCAM [-] 2.93 3.07 2.69 0.387 0.752 1.62 0.572 0.596 0.798 0.918 0.696
MPI-ESM1-2-HR_CMIP6 [-] 1.63 1.63 2.68 -1.05 2.05 1.00 0.147 0.514 0.916 0.286 0.476
NorESM2-MM_CCAM [-] 2.99 3.09 2.69 0.406 0.793 1.91 0.523 0.580 0.745 0.693 0.624
NorESM2-MM_CMIP6 [-] 3.43 3.43 2.57 0.856 1.02 1.22 0.358 0.562 0.871 0.848 0.640

Temporally integrated period mean

BENCHMARK MEAN
Data not available
Data not available
MODEL MEAN
Data not available
BIAS
Data not available
BIAS SCORE
Data not available
Data not available
RMSE
Data not available
RMSE SCORE
Data not available
Data not available
BENCHMARK MAX MONTH
Data not available
Data not available
MODEL MAX MONTH
Data not available
Data not available
DIFFERENCE IN MAX MONTH
Data not available
SEASONAL CYCLE SCORE
Data not available

SPATIAL TAYLOR DIAGRAM
Data not available
MODEL COLORS
Data not available

Spatially integrated regional mean

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

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

  Title:
derived MODIS ET in 0.5x0.5

  Source_file:
This product is generated from monthly MODIS ET in 0.5x0.5 observations

  Conventions:
Please contact Prof. James Randerson (Email: jranders@uci.edu) or Dr. Mingquan Mu (mmu@uci.edu) for any question

  Creation_date:
Fri May 16 15:29:34 PDT 2014

  Approach:
I used gdal tool to convert the original tif file to netcdf file. Meanwhile I also converted the original unit to the standard one (Kg/m2/mon --> Kg/m2/s) and saved the final file in netcdf format. Derived Data Code: http://redwood.ess.uci.edu/mingquan/www/ILAMB/Download/CODES/CODES/subroutines/convert/convert-et-modis.ncl

  Temporal resolution:
monthly

  General information:
This product was derived from MODIS MOD16A2 monthly 0.5 degree CMG dataset.

  Spatial resolution:
0.5x0.5 degree