Mean State

Download Data
Period Mean (original grids) [mm d-1]
Model Period Mean (intersection) [mm d-1]
Model Period Mean (complement) [mm d-1]
Benchmark Period Mean (intersection) [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]
Interannual Variability Score [1]
Overall Score [1]
Benchmark [-] 1.45
bcc-csm1-1 [-] 1.70 1.68 2.41 1.45 0.346 2.34 0.946 0.765 0.271 0.899 0.980 0.686 0.645
bcc-csm1-1-m [-] 1.57 1.56 2.08 1.45 0.196 2.15 1.42 0.800 0.295 0.859 0.943 0.770 0.660
CESM1-BGC [-] 2.38 2.37 2.99 1.45 0.982 2.59 1.27 0.607 0.271 0.857 0.970 0.757 0.622
E3SMv1-CTC [-] 2.07 2.05 2.76 1.44 5.05 0.690 2.36 0.757 0.675 0.286 0.929 0.946 0.730 0.642
E3SMv1-ECA [-] 2.09 2.07 2.78 1.44 5.05 0.716 2.44 0.917 0.670 0.274 0.918 0.964 0.710 0.635
GFDL-ESM2G [-] 1.83 1.79 2.84 1.45 0.514 2.50 1.05 0.731 0.269 0.868 0.879 0.759 0.629
inmcm4 [-] 1.37 1.36 1.62 1.45 -0.0242 1.82 1.35 0.832 0.348 0.865 0.980 0.797 0.695
IPSL-CM5A-LR [-] 0.606 0.581 1.12 1.45 -0.747 1.87 1.27 0.627 0.365 0.869 0.847 0.683 0.626
MeanCMIP5 [-] 1.76 1.73 2.54 1.45 0.384 1.56 1.00 0.773 0.423 0.902 0.980 0.538 0.673
MIROC-ESM [-] 2.39 2.38 2.83 1.45 1.01 2.33 1.41 0.591 0.320 0.853 0.952 0.773 0.635
MPI-ESM-LR [-] 1.23 1.23 1.60 1.45 0.0734 2.05 0.945 0.786 0.320 0.909 0.894 0.801 0.672
NorESM1-ME [-] 2.46 2.45 2.99 1.45 1.08 2.74 1.61 0.577 0.260 0.827 0.932 0.736 0.599
Download Data
Period Mean (original grids) [mm d-1]
Model Period Mean (intersection) [mm d-1]
Model Period Mean (complement) [mm d-1]
Benchmark Period Mean (intersection) [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]
Interannual Variability Score [1]
Overall Score [1]
Benchmark [-] 1.18
bcc-csm1-1 [-] 1.44 1.43 1.59 1.18 0.249 0.937 1.33 0.732 0.292 0.796 0.888 0.856 0.642
bcc-csm1-1-m [-] 1.60 1.60 1.70 1.18 0.419 1.05 1.41 0.619 0.265 0.767 0.964 0.779 0.610
CESM1-BGC [-] 1.59 1.59 1.67 1.18 0.413 1.01 1.24 0.619 0.283 0.819 0.982 0.784 0.628
E3SMv1-CTC [-] 1.60 1.59 1.64 1.18 0.408 0.970 1.13 0.597 0.292 0.867 0.992 0.838 0.646
E3SMv1-ECA [-] 1.44 1.43 1.56 1.18 0.253 0.883 1.14 0.735 0.313 0.868 0.984 0.877 0.682
GFDL-ESM2G [-] 1.55 1.56 1.54 1.18 0.369 1.02 1.00 0.635 0.278 0.872 0.966 0.809 0.640
inmcm4 [-] 1.55 1.55 1.66 1.18 0.381 1.03 0.766 0.643 0.267 0.926 0.988 0.742 0.639
IPSL-CM5A-LR [-] 1.48 1.48 1.86 1.19 0.308 1.08 1.27 0.702 0.253 0.806 0.966 0.761 0.623
MeanCMIP5 [-] 1.56 1.55 1.72 1.18 0.378 0.779 1.04 0.643 0.396 0.857 0.983 0.569 0.641
MIROC-ESM [-] 1.59 1.59 1.69 1.18 0.422 1.07 0.996 0.612 0.264 0.890 0.976 0.737 0.624
MPI-ESM-LR [-] 1.75 1.74 1.95 1.18 0.569 1.21 0.963 0.492 0.229 0.899 0.958 0.633 0.574
NorESM1-ME [-] 1.43 1.43 1.67 1.19 0.252 0.897 0.982 0.718 0.310 0.868 0.987 0.857 0.675
Download Data
Period Mean (original grids) [mm d-1]
Model Period Mean (intersection) [mm d-1]
Model Period Mean (complement) [mm d-1]
Benchmark Period Mean (intersection) [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]
Interannual Variability Score [1]
Overall Score [1]
Benchmark [-] 1.28
bcc-csm1-1 [-] 1.61 1.64 1.30 1.28 0.327 1.10 1.07 0.662 0.319 0.871 0.958 0.802 0.655
bcc-csm1-1-m [-] 1.85 1.85 1.45 1.28 0.556 1.24 0.929 0.594 0.290 0.881 0.964 0.779 0.633
CESM1-BGC [-] 1.75 1.76 1.32 1.28 0.482 1.22 0.848 0.614 0.289 0.887 0.952 0.763 0.632
E3SMv1-CTC [-] 1.92 1.95 1.22 1.28 1.43 0.637 1.26 0.914 0.521 0.294 0.899 0.907 0.788 0.617
E3SMv1-ECA [-] 1.79 1.81 1.18 1.28 1.43 0.512 1.17 0.922 0.589 0.307 0.899 0.931 0.804 0.640
GFDL-ESM2G [-] 1.78 1.80 1.43 1.28 0.470 1.20 0.851 0.586 0.288 0.919 0.971 0.759 0.635
inmcm4 [-] 2.20 2.21 1.43 1.28 0.877 1.45 0.909 0.414 0.272 0.893 0.871 0.702 0.571
IPSL-CM5A-LR [-] 1.77 1.78 1.39 1.28 0.531 1.33 1.11 0.566 0.257 0.868 0.935 0.721 0.600
MeanCMIP5 [-] 1.80 1.82 1.35 1.28 0.534 0.986 0.779 0.578 0.405 0.908 0.969 0.555 0.637
MIROC-ESM [-] 1.86 1.91 1.07 1.28 0.658 1.34 1.06 0.531 0.277 0.876 0.932 0.731 0.604
MPI-ESM-LR [-] 1.82 1.85 1.69 1.28 0.552 1.28 0.949 0.547 0.269 0.914 0.954 0.684 0.606
NorESM1-ME [-] 1.59 1.58 1.34 1.28 0.285 1.07 0.928 0.692 0.315 0.872 0.970 0.807 0.662
Download Data
Period Mean (original grids) [mm d-1]
Model Period Mean (intersection) [mm d-1]
Model Period Mean (complement) [mm d-1]
Benchmark Period Mean (intersection) [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]
Interannual Variability Score [1]
Overall Score [1]
Benchmark [-] 2.52
bcc-csm1-1 [-] 3.09 3.14 2.74 2.52 0.490 4.03 1.91 0.505 0.256 0.794 0.880 0.565 0.543
bcc-csm1-1-m [-] 2.22 2.23 2.13 2.51 -0.346 3.01 1.66 0.593 0.325 0.798 0.673 0.642 0.559
CESM1-BGC [-] 2.70 2.71 2.46 2.53 0.116 2.92 1.52 0.624 0.347 0.818 0.807 0.649 0.599
E3SMv1-CTC [-] 2.70 2.67 2.76 2.50 4.12 0.149 3.02 1.36 0.587 0.340 0.852 0.768 0.678 0.594
E3SMv1-ECA [-] 2.63 2.61 2.65 2.50 4.12 0.0709 3.02 1.01 0.572 0.340 0.879 0.805 0.690 0.604
GFDL-ESM2G [-] 3.10 3.11 3.01 2.52 0.502 3.55 1.25 0.535 0.303 0.854 0.876 0.698 0.595
inmcm4 [-] 2.64 2.61 2.96 2.52 0.0539 2.66 2.05 0.684 0.357 0.774 0.905 0.683 0.627
IPSL-CM5A-LR [-] 1.59 1.61 1.45 2.53 -0.926 3.15 1.66 0.483 0.344 0.758 0.645 0.586 0.527
MeanCMIP5 [-] 2.50 2.47 2.51 2.52 -0.0498 2.45 0.910 0.594 0.420 0.902 0.649 0.526 0.585
MIROC-ESM [-] 1.84 1.79 1.60 2.52 -0.591 3.14 1.35 0.511 0.339 0.817 0.800 0.651 0.576
MPI-ESM-LR [-] 2.49 2.42 2.81 2.52 0.430 2.89 1.27 0.665 0.348 0.817 0.930 0.746 0.642
NorESM1-ME [-] 2.33 2.36 2.18 2.53 -0.241 3.12 1.65 0.529 0.342 0.811 0.735 0.616 0.563
Download Data
Period Mean (original grids) [mm d-1]
Model Period Mean (intersection) [mm d-1]
Model Period Mean (complement) [mm d-1]
Benchmark Period Mean (intersection) [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]
Interannual Variability Score [1]
Overall Score [1]
Benchmark [-] 1.18
bcc-csm1-1 [-] 1.51 1.50 2.20 1.18 0.381 1.41 2.07 0.678 0.312 0.705 0.945 0.763 0.619
bcc-csm1-1-m [-] 1.35 1.36 1.16 1.19 0.214 1.31 2.05 0.701 0.314 0.712 0.959 0.767 0.628
CESM1-BGC [-] 1.57 1.57 2.09 1.19 0.415 1.43 1.67 0.647 0.298 0.765 0.947 0.716 0.612
E3SMv1-CTC [-] 1.48 1.47 1.48 1.18 5.70 0.354 1.28 1.26 0.680 0.329 0.828 0.967 0.776 0.651
E3SMv1-ECA [-] 1.47 1.46 1.50 1.18 5.70 0.340 1.29 1.22 0.689 0.328 0.828 0.966 0.781 0.653
GFDL-ESM2G [-] 1.41 1.40 1.77 1.19 0.262 1.37 1.77 0.687 0.307 0.760 0.931 0.742 0.622
inmcm4 [-] 1.56 1.53 2.59 1.18 0.389 1.39 1.45 0.646 0.309 0.813 0.908 0.746 0.622
IPSL-CM5A-LR [-] 1.38 1.36 2.07 1.19 0.221 1.38 1.75 0.645 0.305 0.736 0.942 0.701 0.606
MeanCMIP5 [-] 1.52 1.50 2.13 1.18 0.367 1.08 1.69 0.674 0.416 0.757 0.963 0.565 0.632
MIROC-ESM [-] 1.85 1.83 3.26 1.18 0.695 1.66 1.38 0.574 0.276 0.813 0.939 0.684 0.594
MPI-ESM-LR [-] 1.45 1.44 2.00 1.18 0.318 1.43 1.48 0.625 0.293 0.779 0.893 0.694 0.596
NorESM1-ME [-] 1.55 1.54 2.06 1.19 0.406 1.43 1.65 0.654 0.309 0.765 0.909 0.742 0.615
Download Data
Period Mean (original grids) [mm d-1]
Model Period Mean (intersection) [mm d-1]
Model Period Mean (complement) [mm d-1]
Benchmark Period Mean (intersection) [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]
Interannual Variability Score [1]
Overall Score [1]
Benchmark [-] 6.66
bcc-csm1-1 [-] 8.31 8.61 7.66 6.66 1.44 6.89 2.07 0.609 0.184 0.667 0.703 0.535 0.480
bcc-csm1-1-m [-] 6.44 6.51 5.67 6.66 -0.312 5.45 1.76 0.683 0.252 0.740 0.978 0.775 0.614
CESM1-BGC [-] 8.09 8.16 7.29 6.64 0.771 5.07 2.10 0.685 0.278 0.662 0.858 0.853 0.602
E3SMv1-CTC [-] 8.33 8.30 8.37 6.62 7.67 1.71 5.26 2.10 0.596 0.289 0.663 0.794 0.851 0.580
E3SMv1-ECA [-] 8.71 8.72 8.24 6.62 7.67 1.86 5.45 2.40 0.588 0.275 0.602 0.771 0.841 0.559
GFDL-ESM2G [-] 11.5 11.6 11.0 6.65 4.36 7.53 2.18 0.363 0.208 0.650 0.629 0.628 0.448
inmcm4 [-] 12.3 12.5 10.4 6.66 3.02 6.17 2.45 0.460 0.299 0.600 0.356 0.772 0.464
IPSL-CM5A-LR [-] 7.86 7.97 7.21 6.66 1.13 5.58 2.55 0.553 0.275 0.582 0.473 0.735 0.482
MeanCMIP5 [-] 8.62 8.70 7.99 6.66 1.56 4.10 1.82 0.654 0.385 0.728 0.974 0.545 0.612
MIROC-ESM [-] 7.96 7.95 8.22 6.66 1.77 4.76 2.11 0.600 0.340 0.684 0.938 0.623 0.588
MPI-ESM-LR [-] 5.62 5.65 4.97 6.66 1.10 5.92 2.17 0.572 0.248 0.661 0.732 0.748 0.535
NorESM1-ME [-] 7.83 7.94 7.13 6.66 0.774 4.81 2.05 0.722 0.295 0.697 0.935 0.867 0.635
Download Data
Period Mean (original grids) [mm d-1]
Model Period Mean (intersection) [mm d-1]
Model Period Mean (complement) [mm d-1]
Benchmark Period Mean (intersection) [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]
Interannual Variability Score [1]
Overall Score [1]
Benchmark [-] 1.90
bcc-csm1-1 [-] 2.04 2.01 1.88 1.90 0.0771 1.55 2.78 0.715 0.264 0.562 0.983 0.831 0.603
bcc-csm1-1-m [-] 2.23 2.25 2.10 1.90 0.282 1.70 2.83 0.619 0.244 0.554 0.881 0.867 0.568
CESM1-BGC [-] 2.34 2.38 1.92 1.90 0.406 1.60 1.71 0.616 0.268 0.753 0.845 0.865 0.603
E3SMv1-CTC [-] 2.21 2.23 1.90 1.91 1.34 0.290 1.48 1.80 0.734 0.283 0.740 0.990 0.867 0.649
E3SMv1-ECA [-] 2.20 2.21 1.94 1.91 1.34 0.289 1.46 1.49 0.740 0.287 0.794 0.990 0.867 0.661
GFDL-ESM2G [-] 2.30 2.35 2.15 1.90 0.410 1.55 1.50 0.634 0.278 0.796 0.956 0.848 0.632
inmcm4 [-] 2.10 2.10 1.69 1.90 0.107 1.67 2.08 0.649 0.248 0.721 0.904 0.821 0.599
IPSL-CM5A-LR [-] 2.08 2.10 1.76 1.91 0.0874 1.62 2.08 0.684 0.257 0.690 0.920 0.831 0.606
MeanCMIP5 [-] 2.19 2.22 1.98 1.90 0.259 1.25 1.79 0.673 0.357 0.742 0.976 0.516 0.603
MIROC-ESM [-] 2.42 2.37 2.07 1.90 0.418 1.62 1.94 0.608 0.266 0.729 0.966 0.837 0.612
MPI-ESM-LR [-] 2.20 2.22 1.87 1.90 0.332 1.68 1.63 0.647 0.248 0.760 0.946 0.798 0.608
NorESM1-ME [-] 2.16 2.17 1.86 1.91 0.222 1.44 1.75 0.715 0.293 0.758 0.987 0.829 0.646
Download Data
Period Mean (original grids) [mm d-1]
Model Period Mean (intersection) [mm d-1]
Model Period Mean (complement) [mm d-1]
Benchmark Period Mean (intersection) [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]
Interannual Variability Score [1]
Overall Score [1]
Benchmark [-] 2.12
bcc-csm1-1 [-] 2.15 2.31 0.940 2.12 0.284 2.31 1.84 0.650 0.293 0.725 0.931 0.672 0.594
bcc-csm1-1-m [-] 1.96 2.10 0.810 2.12 0.0490 2.12 1.81 0.659 0.315 0.722 0.937 0.747 0.616
CESM1-BGC [-] 2.39 2.59 0.820 2.12 0.528 2.16 1.57 0.670 0.321 0.781 0.942 0.770 0.634
E3SMv1-CTC [-] 2.27 2.44 1.02 2.11 5.29 0.417 2.06 1.32 0.680 0.335 0.819 0.952 0.790 0.652
E3SMv1-ECA [-] 2.26 2.43 1.03 2.11 5.29 0.405 2.07 1.32 0.682 0.334 0.813 0.944 0.791 0.650
GFDL-ESM2G [-] 2.29 2.45 1.03 2.12 0.466 2.34 1.42 0.607 0.305 0.825 0.906 0.747 0.616
inmcm4 [-] 2.39 2.56 1.20 2.12 0.492 2.08 1.55 0.630 0.349 0.798 0.875 0.731 0.622
IPSL-CM5A-LR [-] 1.87 2.00 0.867 2.12 -0.0222 2.14 1.56 0.611 0.325 0.797 0.913 0.724 0.616
MeanCMIP5 [-] 2.18 2.34 0.963 2.12 0.317 1.61 1.35 0.681 0.434 0.839 0.963 0.541 0.648
MIROC-ESM [-] 2.29 2.45 0.926 2.12 0.452 2.16 1.56 0.614 0.340 0.785 0.942 0.728 0.625
MPI-ESM-LR [-] 1.98 2.14 0.747 2.12 0.211 2.05 1.34 0.653 0.333 0.818 0.944 0.771 0.642
NorESM1-ME [-] 2.28 2.46 0.879 2.12 0.397 2.15 1.57 0.657 0.332 0.795 0.937 0.768 0.637
Download Data
Period Mean (original grids) [mm d-1]
Model Period Mean (intersection) [mm d-1]
Model Period Mean (complement) [mm d-1]
Benchmark Period Mean (intersection) [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]
Interannual Variability Score [1]
Overall Score [1]
Benchmark [-] 0.471
bcc-csm1-1 [-] 0.338 0.397 0.609 0.471 -0.0336 0.724 2.68 0.736 0.310 0.686 0.920 0.743 0.617
bcc-csm1-1-m [-] 0.281 0.276 0.602 0.459 -0.150 0.623 2.27 0.713 0.339 0.717 0.892 0.737 0.623
CESM1-BGC [-] 0.405 0.411 0.691 0.471 -0.0289 0.722 2.73 0.754 0.300 0.690 0.965 0.759 0.628
E3SMv1-CTC [-] 0.552 0.578 0.909 0.467 1.31 0.145 0.798 2.46 0.741 0.281 0.699 0.976 0.768 0.624
E3SMv1-ECA [-] 0.603 0.631 0.984 0.467 1.31 0.201 0.839 2.39 0.704 0.275 0.690 0.972 0.742 0.610
GFDL-ESM2G [-] 0.405 0.390 0.786 0.462 -0.0279 0.778 2.44 0.757 0.285 0.692 0.969 0.739 0.621
inmcm4 [-] 0.301 0.294 0.437 0.471 -0.162 0.640 2.72 0.677 0.341 0.676 0.783 0.679 0.583
IPSL-CM5A-LR [-] 0.182 0.209 0.310 0.471 -0.224 0.661 2.42 0.598 0.329 0.699 0.913 0.638 0.584
MeanCMIP5 [-] 0.330 0.351 0.628 0.471 -0.0809 0.545 2.49 0.758 0.394 0.732 0.952 0.507 0.623
MIROC-ESM [-] 0.386 0.452 0.631 0.471 0.0286 0.772 2.73 0.728 0.294 0.633 0.940 0.726 0.602
MPI-ESM-LR [-] 0.316 0.291 0.531 0.470 -0.0976 0.689 1.98 0.700 0.300 0.728 0.942 0.725 0.616
NorESM1-ME [-] 0.338 0.363 0.666 0.471 -0.0585 0.696 2.82 0.739 0.310 0.668 0.964 0.733 0.621
Download Data
Period Mean (original grids) [mm d-1]
Model Period Mean (intersection) [mm d-1]
Model Period Mean (complement) [mm d-1]
Benchmark Period Mean (intersection) [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]
Interannual Variability Score [1]
Overall Score [1]
Benchmark [-] 2.04
bcc-csm1-1 [-] 2.48 2.32 3.18 2.04 0.307 2.17 2.02 0.700 0.350 0.698 0.908 0.586 0.599
bcc-csm1-1-m [-] 1.93 1.88 2.60 2.07 -0.185 1.95 1.47 0.728 0.394 0.743 0.947 0.692 0.650
CESM1-BGC [-] 2.66 2.53 2.33 2.04 0.492 2.04 1.62 0.696 0.386 0.742 0.944 0.771 0.654
E3SMv1-CTC [-] 2.23 2.12 4.18 2.04 0.841 0.124 1.65 1.04 0.786 0.448 0.834 0.959 0.792 0.711
E3SMv1-ECA [-] 2.33 2.21 4.17 2.04 0.841 0.212 1.71 1.10 0.762 0.438 0.832 0.943 0.773 0.698
GFDL-ESM2G [-] 3.29 3.24 4.02 2.07 1.19 2.86 1.42 0.578 0.320 0.763 0.890 0.596 0.578
inmcm4 [-] 1.71 1.70 1.97 2.04 -0.353 1.84 1.64 0.704 0.439 0.772 0.945 0.643 0.657
IPSL-CM5A-LR [-] 1.84 1.82 3.19 2.04 -0.205 1.84 1.22 0.642 0.443 0.812 0.851 0.672 0.644
MeanCMIP5 [-] 2.41 2.29 2.85 2.04 0.278 1.46 1.33 0.745 0.503 0.781 0.954 0.554 0.673
MIROC-ESM [-] 2.89 2.73 2.97 2.04 0.774 2.24 1.73 0.611 0.383 0.720 0.866 0.765 0.621
MPI-ESM-LR [-] 1.94 1.92 3.38 2.04 -0.0546 1.58 1.04 0.775 0.465 0.817 0.962 0.828 0.719
NorESM1-ME [-] 2.72 2.72 3.14 2.04 0.686 2.20 1.80 0.629 0.382 0.720 0.842 0.751 0.618
Download Data
Period Mean (original grids) [mm d-1]
Model Period Mean (intersection) [mm d-1]
Model Period Mean (complement) [mm d-1]
Benchmark Period Mean (intersection) [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]
Interannual Variability Score [1]
Overall Score [1]
Benchmark [-] 5.28
bcc-csm1-1 [-] 4.11 4.02 4.03 5.28 -1.29 5.33 2.30 0.452 0.294 0.604 0.551 0.606 0.467
bcc-csm1-1-m [-] 3.00 2.97 2.19 5.28 -2.29 4.59 2.37 0.392 0.349 0.599 0.877 0.647 0.536
CESM1-BGC [-] 5.21 5.14 4.01 5.28 -0.205 4.48 1.42 0.563 0.313 0.834 0.662 0.706 0.565
E3SMv1-CTC [-] 4.63 4.61 4.28 5.29 2.74 -0.793 4.33 1.45 0.612 0.310 0.809 0.845 0.742 0.605
E3SMv1-ECA [-] 4.67 4.65 4.32 5.29 2.74 -0.758 4.41 1.35 0.592 0.313 0.830 0.794 0.756 0.600
GFDL-ESM2G [-] 3.23 3.20 3.30 5.28 -2.05 4.43 1.22 0.469 0.344 0.859 0.897 0.787 0.617
inmcm4 [-] 6.80 6.72 4.46 5.28 1.18 3.82 1.74 0.622 0.380 0.757 0.887 0.644 0.612
IPSL-CM5A-LR [-] 3.79 3.79 2.66 5.28 -1.60 4.95 1.32 0.469 0.311 0.853 0.816 0.701 0.577
MeanCMIP5 [-] 4.36 4.32 3.82 5.28 -1.05 3.35 1.14 0.589 0.438 0.869 0.931 0.495 0.627
MIROC-ESM [-] 4.62 4.50 5.76 5.28 -0.918 3.74 1.87 0.560 0.405 0.687 0.845 0.686 0.598
MPI-ESM-LR [-] 3.78 3.79 2.32 5.28 -1.35 4.16 1.49 0.539 0.356 0.775 0.854 0.761 0.607
NorESM1-ME [-] 4.61 4.54 3.71 5.28 -0.917 3.98 1.59 0.586 0.347 0.795 0.879 0.712 0.611
Download Data
Period Mean (original grids) [mm d-1]
Model Period Mean (intersection) [mm d-1]
Model Period Mean (complement) [mm d-1]
Benchmark Period Mean (intersection) [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]
Interannual Variability Score [1]
Overall Score [1]
Benchmark [-] 3.60
bcc-csm1-1 [-] 3.59 3.54 4.47 3.60 0.123 4.57 1.41 0.695 0.315 0.823 0.912 0.588 0.608
bcc-csm1-1-m [-] 3.13 3.11 4.54 3.62 -0.356 4.20 1.03 0.697 0.344 0.883 0.954 0.643 0.644
CESM1-BGC [-] 4.00 4.00 4.64 3.63 0.509 3.84 0.838 0.775 0.387 0.902 0.931 0.754 0.689
E3SMv1-CTC [-] 3.80 3.73 4.80 3.58 5.68 0.313 3.65 0.659 0.792 0.384 0.926 0.956 0.760 0.700
E3SMv1-ECA [-] 3.79 3.71 4.72 3.58 5.68 0.288 3.57 0.796 0.786 0.394 0.908 0.952 0.770 0.701
GFDL-ESM2G [-] 3.41 3.42 4.89 3.61 0.0224 3.63 0.877 0.751 0.393 0.897 0.957 0.757 0.691
inmcm4 [-] 4.22 4.15 5.96 3.60 0.602 3.52 0.781 0.724 0.408 0.895 0.946 0.763 0.691
IPSL-CM5A-LR [-] 2.72 2.64 3.76 3.62 -0.730 3.70 1.25 0.728 0.387 0.863 0.952 0.719 0.673
MeanCMIP5 [-] 3.53 3.45 4.76 3.60 0.0293 2.80 0.711 0.778 0.491 0.922 0.957 0.555 0.699
MIROC-ESM [-] 3.33 3.26 5.28 3.60 0.00293 3.58 0.880 0.677 0.418 0.885 0.942 0.731 0.678
MPI-ESM-LR [-] 3.13 3.12 3.52 3.60 -0.207 3.66 0.768 0.731 0.404 0.907 0.894 0.753 0.682
NorESM1-ME [-] 3.91 3.88 4.35 3.62 0.326 3.88 0.867 0.766 0.395 0.902 0.915 0.770 0.690
Download Data
Period Mean (original grids) [mm d-1]
Model Period Mean (intersection) [mm d-1]
Model Period Mean (complement) [mm d-1]
Benchmark Period Mean (intersection) [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]
Interannual Variability Score [1]
Overall Score [1]
Benchmark [-] 2.50
bcc-csm1-1 [-] 3.26 3.32 2.40 2.50 0.733 2.77 1.80 0.696 0.320 0.664 0.902 0.603 0.584
bcc-csm1-1-m [-] 2.76 2.81 2.38 2.50 0.273 2.31 1.88 0.805 0.374 0.640 0.960 0.744 0.649
CESM1-BGC [-] 3.74 3.78 2.59 2.50 1.21 2.93 1.60 0.609 0.339 0.693 0.964 0.726 0.612
E3SMv1-CTC [-] 3.21 3.24 2.70 2.50 2.93 0.715 2.59 0.953 0.719 0.367 0.869 0.980 0.752 0.676
E3SMv1-ECA [-] 3.29 3.32 2.78 2.50 2.93 0.793 2.60 0.976 0.701 0.366 0.863 0.975 0.766 0.673
GFDL-ESM2G [-] 3.81 3.83 2.77 2.50 1.28 3.24 1.01 0.616 0.313 0.872 0.968 0.698 0.630
inmcm4 [-] 3.02 3.11 2.03 2.50 0.595 2.46 1.66 0.703 0.396 0.730 0.914 0.758 0.649
IPSL-CM5A-LR [-] 3.38 3.49 1.89 2.50 0.878 2.94 1.34 0.618 0.320 0.805 0.761 0.704 0.588
MeanCMIP5 [-] 3.39 3.44 2.41 2.50 0.884 2.00 1.16 0.689 0.474 0.797 0.974 0.569 0.663
MIROC-ESM [-] 3.37 3.42 2.68 2.50 0.821 2.88 1.40 0.645 0.328 0.745 0.929 0.733 0.618
MPI-ESM-LR [-] 2.91 2.96 1.99 2.50 0.503 2.36 1.06 0.721 0.405 0.872 0.945 0.829 0.696
NorESM1-ME [-] 4.13 4.23 2.79 2.50 1.63 3.31 1.45 0.531 0.322 0.706 0.916 0.705 0.584
Download Data
Period Mean (original grids) [mm d-1]
Model Period Mean (intersection) [mm d-1]
Model Period Mean (complement) [mm d-1]
Benchmark Period Mean (intersection) [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]
Interannual Variability Score [1]
Overall Score [1]
Benchmark [-] 3.65
bcc-csm1-1 [-] 3.78 3.83 3.05 3.64 0.143 3.75 1.57 0.578 0.317 0.738 0.920 0.685 0.593
bcc-csm1-1-m [-] 3.49 3.50 2.91 3.64 -0.165 3.47 1.93 0.594 0.331 0.665 0.885 0.797 0.601
CESM1-BGC [-] 4.36 4.39 2.45 3.65 0.666 3.33 1.54 0.719 0.352 0.759 0.935 0.793 0.652
E3SMv1-CTC [-] 4.11 4.13 3.04 3.65 0.828 0.445 3.36 1.45 0.678 0.354 0.782 0.944 0.818 0.655
E3SMv1-ECA [-] 4.10 4.12 3.08 3.65 0.828 0.445 3.51 1.37 0.660 0.344 0.783 0.931 0.799 0.643
GFDL-ESM2G [-] 3.42 3.44 2.74 3.65 -0.241 3.57 1.43 0.605 0.331 0.841 0.880 0.829 0.636
inmcm4 [-] 4.20 4.25 2.20 3.65 0.572 3.20 1.34 0.622 0.393 0.847 0.842 0.691 0.631
IPSL-CM5A-LR [-] 3.00 3.03 1.84 3.65 -0.682 3.50 1.20 0.576 0.349 0.865 0.865 0.763 0.628
MeanCMIP5 [-] 3.63 3.68 2.27 3.65 -0.00360 2.56 0.982 0.670 0.454 0.898 0.918 0.513 0.651
MIROC-ESM [-] 3.46 3.51 2.16 3.64 -0.164 3.00 1.36 0.665 0.383 0.816 0.927 0.758 0.655
MPI-ESM-LR [-] 3.54 3.56 2.56 3.65 -0.109 3.16 1.48 0.674 0.354 0.826 0.945 0.836 0.665
NorESM1-ME [-] 3.63 3.66 2.64 3.65 -0.0430 3.23 1.31 0.652 0.365 0.829 0.943 0.768 0.654
Download Data
Period Mean (original grids) [mm d-1]
Model Period Mean (intersection) [mm d-1]
Model Period Mean (complement) [mm d-1]
Benchmark Period Mean (intersection) [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]
Interannual Variability Score [1]
Overall Score [1]
Benchmark [-] 1.91
bcc-csm1-1 [-] 2.20 2.19 2.68 1.91 0.299 1.82 2.22 0.694 0.257 0.672 0.803 0.824 0.585
bcc-csm1-1-m [-] 2.15 2.15 2.35 1.91 0.259 1.95 2.34 0.698 0.228 0.620 0.898 0.808 0.580
CESM1-BGC [-] 2.39 2.39 2.23 1.91 0.492 1.84 1.53 0.719 0.254 0.784 0.945 0.808 0.627
E3SMv1-CTC [-] 2.58 2.58 2.77 1.91 0.684 1.90 1.63 0.670 0.262 0.764 0.962 0.809 0.621
E3SMv1-ECA [-] 2.46 2.46 2.65 1.91 0.568 1.82 1.61 0.690 0.265 0.777 0.961 0.822 0.630
GFDL-ESM2G [-] 2.45 2.44 2.71 1.91 0.540 1.89 1.28 0.665 0.246 0.828 0.869 0.794 0.608
inmcm4 [-] 2.65 2.67 2.76 1.91 0.762 1.99 1.62 0.596 0.244 0.781 0.969 0.798 0.605
IPSL-CM5A-LR [-] 2.32 2.30 2.55 1.91 0.400 1.82 1.77 0.638 0.249 0.737 0.973 0.794 0.607
MeanCMIP5 [-] 2.39 2.39 2.75 1.91 0.501 1.40 1.37 0.681 0.368 0.807 0.906 0.545 0.612
MIROC-ESM [-] 2.62 2.62 2.50 1.91 0.742 2.05 2.01 0.602 0.249 0.681 0.953 0.795 0.588
MPI-ESM-LR [-] 2.53 2.54 2.88 1.91 0.642 1.95 1.63 0.590 0.225 0.766 0.985 0.737 0.588
NorESM1-ME [-] 2.28 2.27 2.20 1.91 0.355 1.75 1.42 0.750 0.269 0.796 0.882 0.807 0.629

Temporally integrated period mean

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

SPATIAL TAYLOR DIAGRAM
Data not available
MODEL COLORS
Data not available

Spatially integrated regional mean

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

All Models

Benchmark
Data not available
Data not available
bcc-csm1-1
Data not available
Data not available
bcc-csm1-1-m
Data not available
Data not available
CESM1-BGC
Data not available
Data not available
E3SMv1-CTC
Data not available
Data not available
E3SMv1-ECA
Data not available
Data not available
GFDL-ESM2G
Data not available
Data not available
inmcm4
Data not available
Data not available
IPSL-CM5A-LR
Data not available
Data not available
MeanCMIP5
Data not available
Data not available
MIROC-ESM
Data not available
Data not available
MPI-ESM-LR
Data not available
Data not available
NorESM1-ME
Data not available
Data not available

Data Information

  Title:
derived CMAP precipitation

  Source_file:
This product is generated from monthly CPC Merged Analysis of Precipitation Standard observations

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

  Creation_date:
Fri Mar 4 10:41:55 PST 2016

  Approach:
I read the monthly global precipitation data from original file, and interpolated from the original resolution in 2.5x2.5 degree to the final one in 0.5x0.5 degree. Meanwhile I also converted the unit from mm/day to Kg m-2 s-1. The final data were saved by each month and each year.

  Temporal resolution:
monthly

  General information:
This product was derived from CPC Merged Analysis of Precipitation (CMAP) excluding NCEP Reanalysis Data Set.

  Spatial resolution:
0.5x0.5 degree

  Derived data code:
http://redwood.ess.uci.edu/mingquan/www/ILAMB/Download/CODES/CODES/subroutines/convert/convert-pr-cmap.ncl