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 [-] 1.08
BCC-CSM2-MR [-] 1.03 1.03 1.08 0.960 -0.0644 0.530 0.663 0.816 0.681 0.936 0.978 0.818
CanESM5 [-] 1.01 1.01 1.08 0.953 -0.0744 0.580 0.880 0.839 0.644 0.911 0.973 0.802
CESM2 [-] 0.957 0.959 1.08 0.927 -0.115 0.532 0.634 0.800 0.692 0.934 0.978 0.819
GFDL-ESM4 [-] 1.29 1.30 1.08 1.19 0.216 0.444 0.575 0.811 0.761 0.948 0.990 0.854
IPSL-CM6A-LR [-] 1.07 1.08 1.08 1.04 0.00237 0.433 0.743 0.867 0.731 0.929 0.985 0.849
MeanCMIP6 [-] 1.08 1.10 1.09 1.03 0.00838 0.405 0.598 0.876 0.744 0.945 0.975 0.857
MIROC-ESM2L [-] 1.46 1.47 1.08 1.23 0.372 0.667 0.818 0.715 0.695 0.916 0.810 0.766
MPI-ESM1.2-HR [-] 1.27 1.28 1.08 1.17 0.185 0.485 0.617 0.800 0.743 0.938 0.941 0.833
NorESM2-LM [-] 0.915 0.923 1.08 0.815 -0.161 0.587 0.698 0.778 0.664 0.927 0.973 0.801
UKESM1-0-LL [-] 1.05 1.05 1.08 1.01 -0.0418 0.482 0.677 0.851 0.706 0.932 0.979 0.835
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
BCC-CSM2-MR [-] 1.43 1.40 1.35 2.24 0.122 0.601 1.35 0.623 0.528 0.732 0.969 0.676
CanESM5 [-] 1.52 1.47 1.35 2.31 0.233 0.756 1.34 0.538 0.468 0.747 0.949 0.634
CESM2 [-] 1.32 1.29 1.35 2.10 0.0282 0.562 1.22 0.606 0.571 0.753 0.971 0.695
GFDL-ESM4 [-] 1.72 1.58 1.35 2.85 0.230 0.573 1.17 0.612 0.535 0.761 0.976 0.684
IPSL-CM6A-LR [-] 1.50 1.47 1.35 2.24 0.218 0.630 1.39 0.619 0.518 0.693 0.962 0.662
MeanCMIP6 [-] 1.51 1.47 1.35 2.44 0.188 0.496 1.03 0.660 0.621 0.787 0.980 0.734
MIROC-ESM2L [-] 1.94 1.89 1.35 2.45 0.604 0.889 1.31 0.433 0.540 0.743 0.916 0.635
MPI-ESM1.2-HR [-] 1.43 1.43 1.35 1.63 0.154 0.645 1.14 0.523 0.515 0.781 0.949 0.657
NorESM2-LM [-] 1.35 1.30 1.35 2.28 0.0329 0.602 1.24 0.583 0.561 0.745 0.966 0.683
UKESM1-0-LL [-] 1.43 1.40 1.35 2.26 0.140 0.567 1.06 0.621 0.569 0.794 0.965 0.703
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 [-] 0.583
BCC-CSM2-MR [-] 0.741 0.736 0.583 1.91 0.254 0.557 1.90 0.521 0.505 0.687 0.854 0.614
CanESM5 [-] 0.914 0.861 0.583 2.14 0.421 0.760 1.95 0.454 0.419 0.687 0.786 0.553
CESM2 [-] 0.758 0.736 0.583 1.91 0.251 0.512 1.62 0.570 0.532 0.728 0.882 0.649
GFDL-ESM4 [-] 0.916 0.844 0.583 3.14 0.263 0.510 1.66 0.513 0.534 0.714 0.891 0.637
IPSL-CM6A-LR [-] 0.980 0.902 0.583 2.04 0.435 0.717 1.77 0.431 0.461 0.728 0.779 0.572
MeanCMIP6 [-] 0.810 0.790 0.584 2.24 0.289 0.497 1.41 0.526 0.582 0.730 0.908 0.666
MIROC-ESM2L [-] 1.10 1.06 0.583 1.96 0.568 0.804 1.55 0.366 0.493 0.788 0.734 0.575
MPI-ESM1.2-HR [-] 0.390 0.391 0.583 0.414 -0.0591 0.453 1.28 0.561 0.527 0.735 0.837 0.638
NorESM2-LM [-] 0.785 0.744 0.583 1.95 0.269 0.559 1.59 0.532 0.525 0.735 0.850 0.633
UKESM1-0-LL [-] 0.641 0.621 0.583 1.68 0.151 0.527 1.48 0.544 0.523 0.728 0.836 0.631
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 [-] 0.479
BCC-CSM2-MR [-] 0.856 0.839 0.479 1.45 0.385 0.572 1.29 0.540 0.555 0.816 0.863 0.666
CanESM5 [-] 0.775 0.748 0.479 1.16 0.395 0.690 1.52 0.533 0.450 0.753 0.625 0.562
CESM2 [-] 0.768 0.751 0.479 1.30 0.298 0.549 1.08 0.579 0.500 0.863 0.904 0.669
GFDL-ESM4 [-] 0.799 0.783 0.479 2.26 0.305 0.505 1.05 0.562 0.564 0.838 0.876 0.681
IPSL-CM6A-LR [-] 0.841 0.828 0.479 1.18 0.399 0.643 1.36 0.484 0.477 0.811 0.742 0.598
MeanCMIP6 [-] 0.822 0.800 0.481 1.60 0.345 0.512 0.943 0.554 0.588 0.877 0.920 0.705
MIROC-ESM2L [-] 1.20 1.15 0.479 1.70 0.724 0.900 1.22 0.420 0.490 0.832 0.641 0.575
MPI-ESM1.2-HR [-] 0.573 0.577 0.479 0.796 0.138 0.460 1.27 0.609 0.500 0.812 0.862 0.657
NorESM2-LM [-] 0.755 0.730 0.479 1.21 0.301 0.574 1.18 0.575 0.497 0.846 0.842 0.652
UKESM1-0-LL [-] 0.696 0.704 0.479 2.14 0.273 0.503 1.01 0.621 0.584 0.856 0.739 0.677
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 [-] 2.17
BCC-CSM2-MR [-] 2.17 2.36 2.17 1.67 0.114 1.03 1.82 0.423 0.456 0.713 0.914 0.593
CanESM5 [-] 1.93 2.31 2.17 1.53 0.0916 1.22 2.59 0.462 0.329 0.610 0.923 0.531
CESM2 [-] 1.81 1.93 2.17 1.64 -0.210 0.968 2.03 0.506 0.490 0.664 0.956 0.621
GFDL-ESM4 [-] 2.35 2.39 2.17 2.13 0.211 0.851 1.63 0.513 0.447 0.716 0.969 0.619
IPSL-CM6A-LR [-] 1.51 1.68 2.17 1.45 -0.368 1.17 2.37 0.411 0.410 0.609 0.905 0.549
MeanCMIP6 [-] 2.23 2.31 2.18 1.78 0.0750 0.875 1.91 0.498 0.523 0.685 0.964 0.638
MIROC-ESM2L [-] 2.98 3.32 2.17 2.43 1.00 1.50 3.07 0.290 0.455 0.475 0.892 0.513
MPI-ESM1.2-HR [-] 2.13 2.32 2.17 1.52 0.130 0.921 1.77 0.469 0.456 0.723 0.898 0.600
NorESM2-LM [-] 1.90 1.98 2.17 1.50 -0.209 0.942 1.77 0.500 0.516 0.704 0.905 0.628
UKESM1-0-LL [-] 2.28 2.36 2.17 1.59 0.0665 0.988 2.13 0.465 0.488 0.672 0.901 0.603
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 [-] 1.70
BCC-CSM2-MR [-] 1.71 1.72 1.70 1.97 0.0536 0.649 1.09 0.768 0.661 0.854 0.961 0.781
CanESM5 [-] 1.92 1.89 1.70 1.95 0.255 0.816 1.06 0.701 0.602 0.838 0.881 0.725
CESM2 [-] 1.57 1.56 1.70 1.81 -0.0654 0.657 0.947 0.750 0.670 0.872 0.946 0.782
GFDL-ESM4 [-] 2.00 2.02 1.70 2.07 0.312 0.661 0.696 0.724 0.685 0.901 0.965 0.792
IPSL-CM6A-LR [-] 1.74 1.74 1.70 1.80 0.119 0.662 0.885 0.752 0.663 0.873 0.881 0.766
MeanCMIP6 [-] 1.83 1.84 1.71 1.97 0.180 0.591 0.822 0.777 0.702 0.891 0.967 0.808
MIROC-ESM2L [-] 2.33 2.31 1.70 2.32 0.647 1.02 1.17 0.561 0.613 0.823 0.833 0.689
MPI-ESM1.2-HR [-] 2.09 2.10 1.70 2.01 0.401 0.801 0.795 0.649 0.655 0.896 0.938 0.759
NorESM2-LM [-] 1.56 1.59 1.70 1.78 -0.0416 0.671 0.918 0.754 0.652 0.879 0.935 0.774
UKESM1-0-LL [-] 1.79 1.80 1.70 1.92 0.153 0.635 0.927 0.756 0.675 0.880 0.910 0.779
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 [-] 3.95
BCC-CSM2-MR [-] 3.90 3.90 3.95 4.05 0.0211 0.687 2.77 0.441 0.411 0.550 0.994 0.562
CanESM5 [-] 3.82 3.70 3.95 3.96 -0.124 0.959 3.04 0.378 0.319 0.487 0.895 0.479
CESM2 [-] 3.35 3.35 3.95 3.44 -0.538 0.761 2.77 0.265 0.516 0.535 0.897 0.546
GFDL-ESM4 [-] 3.84 3.83 3.95 4.01 -0.118 0.713 2.86 0.462 0.350 0.514 0.990 0.533
IPSL-CM6A-LR [-] 3.43 3.47 3.95 3.18 -0.431 0.864 3.00 0.411 0.333 0.489 0.915 0.496
MeanCMIP6 [-] 3.83 3.84 3.95 3.83 -0.0756 0.509 2.69 0.546 0.498 0.535 0.915 0.598
MIROC-ESM2L [-] 4.70 4.64 3.95 4.38 0.614 0.895 2.57 0.287 0.442 0.576 0.992 0.548
MPI-ESM1.2-HR [-] 4.29 4.27 3.95 3.90 0.296 1.07 2.53 0.258 0.333 0.580 0.680 0.437
NorESM2-LM [-] 3.39 3.39 3.95 3.63 -0.480 0.731 2.62 0.287 0.515 0.561 0.861 0.548
UKESM1-0-LL [-] 3.99 3.99 3.95 3.82 0.0494 0.589 2.26 0.474 0.437 0.628 0.993 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 [-] 2.78
BCC-CSM2-MR [-] 2.82 2.79 2.78 3.81 0.128 0.893 2.11 0.571 0.462 0.656 0.982 0.627
CanESM5 [-] 3.01 2.99 2.78 3.71 0.352 1.17 1.76 0.444 0.406 0.717 0.975 0.589
CESM2 [-] 2.63 2.60 2.78 3.40 -0.0459 0.765 1.84 0.566 0.528 0.689 0.980 0.658
GFDL-ESM4 [-] 3.06 2.98 2.78 4.12 0.201 0.873 1.76 0.575 0.446 0.696 0.925 0.618
IPSL-CM6A-LR [-] 3.01 2.95 2.78 3.45 0.293 0.883 2.41 0.595 0.456 0.567 0.967 0.608
MeanCMIP6 [-] 2.98 2.95 2.78 3.76 0.263 0.664 1.55 0.617 0.589 0.747 0.938 0.696
MIROC-ESM2L [-] 3.69 3.67 2.78 3.95 0.944 1.30 1.99 0.351 0.503 0.672 0.981 0.602
MPI-ESM1.2-HR [-] 2.92 2.92 2.78 2.71 0.256 1.12 1.56 0.429 0.438 0.734 0.913 0.590
NorESM2-LM [-] 2.65 2.61 2.78 3.46 -0.0226 0.829 1.99 0.533 0.524 0.663 0.980 0.645
UKESM1-0-LL [-] 2.96 2.92 2.78 3.55 0.259 0.877 1.52 0.550 0.518 0.753 0.972 0.662
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 [-] 0.576
BCC-CSM2-MR [-] 0.471 0.478 0.576 0.317 -0.115 0.420 0.502 0.826 0.633 0.956 0.956 0.801
CanESM5 [-] 0.497 0.511 0.576 0.377 -0.0850 0.405 0.602 0.848 0.643 0.940 0.951 0.805
CESM2 [-] 0.448 0.456 0.576 0.303 -0.129 0.416 0.613 0.817 0.657 0.947 0.959 0.807
GFDL-ESM4 [-] 0.743 0.762 0.576 0.534 0.187 0.342 0.488 0.793 0.758 0.961 0.952 0.844
IPSL-CM6A-LR [-] 0.610 0.620 0.576 0.454 0.0283 0.314 0.603 0.887 0.730 0.948 0.979 0.855
MeanCMIP6 [-] 0.552 0.564 0.578 0.414 -0.0316 0.295 0.379 0.899 0.731 0.966 0.978 0.861
MIROC-ESM2L [-] 0.747 0.761 0.576 0.523 0.153 0.404 0.645 0.822 0.697 0.946 0.964 0.825
MPI-ESM1.2-HR [-] 0.624 0.632 0.576 0.465 0.0428 0.305 0.629 0.865 0.739 0.946 0.958 0.850
NorESM2-LM [-] 0.391 0.411 0.576 0.263 -0.182 0.485 0.597 0.763 0.607 0.946 0.908 0.766
UKESM1-0-LL [-] 0.528 0.531 0.576 0.441 -0.0612 0.327 0.405 0.860 0.707 0.961 0.947 0.836
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 [-] 1.23
BCC-CSM2-MR [-] 1.45 1.44 1.23 1.86 0.257 0.646 0.936 0.726 0.628 0.863 0.962 0.761
CanESM5 [-] 1.55 1.50 1.23 1.93 0.351 0.802 1.11 0.649 0.572 0.838 0.905 0.707
CESM2 [-] 1.34 1.33 1.23 1.91 0.153 0.644 0.902 0.727 0.615 0.876 0.965 0.760
GFDL-ESM4 [-] 1.69 1.66 1.23 2.53 0.428 0.703 0.772 0.653 0.660 0.898 0.960 0.766
IPSL-CM6A-LR [-] 1.58 1.53 1.23 1.88 0.369 0.741 0.900 0.653 0.603 0.889 0.952 0.740
MeanCMIP6 [-] 1.53 1.50 1.23 2.12 0.315 0.609 0.704 0.705 0.676 0.897 0.978 0.786
MIROC-ESM2L [-] 1.96 1.93 1.23 2.34 0.753 1.08 0.914 0.491 0.575 0.869 0.797 0.661
MPI-ESM1.2-HR [-] 1.46 1.46 1.23 1.38 0.288 0.753 0.848 0.646 0.591 0.875 0.930 0.726
NorESM2-LM [-] 1.37 1.32 1.23 2.01 0.165 0.674 0.855 0.711 0.601 0.883 0.929 0.745
UKESM1-0-LL [-] 1.42 1.41 1.23 1.84 0.244 0.621 0.807 0.714 0.662 0.886 0.938 0.772

Temporally integrated period mean

BENCHMARK MEAN
Data not available
Data not available
MODEL MEAN
Data not available
Data not available
BIAS
Data not available
Data not available
BIAS SCORE
Data not available
Data not available
RMSE
Data not available
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
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

Relationships

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]
BCC-CSM2-MR [-] 0.699 0.658 0.822 0.722 0.772
CanESM5 [-] 0.723 0.766 0.738 0.810 0.774
CESM2 [-] 0.690 0.705 0.740 0.810 0.775
GFDL-ESM4 [-] 0.649 0.643 0.658 0.686 0.672
IPSL-CM6A-LR [-] 0.725 0.785 0.785
MeanCMIP6 [-] 0.710 0.775 0.808 0.830 0.819
MIROC-ESM2L [-] 0.594 0.636 0.353 0.592 0.473
MPI-ESM1.2-HR [-] 0.697 0.765 0.734 0.767 0.750
NorESM2-LM [-] 0.689 0.650 0.769 0.808 0.788
UKESM1-0-LL [-] 0.741 0.658 0.798 0.724 0.761
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]
BCC-CSM2-MR [-] 0.797 0.748 0.921 0.787 0.854
CanESM5 [-] 0.766 0.715 0.882 0.731 0.807
CESM2 [-] 0.813 0.726 0.884 0.832 0.858
GFDL-ESM4 [-] 0.783 0.735 0.884 0.727 0.805
IPSL-CM6A-LR [-] 0.799 0.866 0.866
MeanCMIP6 [-] 0.819 0.751 0.907 0.765 0.836
MIROC-ESM2L [-] 0.734 0.689 0.794 0.579 0.686
MPI-ESM1.2-HR [-] 0.756 0.744 0.840 0.762 0.801
NorESM2-LM [-] 0.803 0.714 0.925 0.824 0.875
UKESM1-0-LL [-] 0.810 0.760 0.898 0.775 0.836
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]
BCC-CSM2-MR [-] 0.728 0.749 0.746 0.581 0.663
CanESM5 [-] 0.655 0.609 0.571 0.410 0.491
CESM2 [-] 0.726 0.775 0.703 0.523 0.613
GFDL-ESM4 [-] 0.691 0.753 0.675 0.515 0.595
IPSL-CM6A-LR [-] 0.676 0.700 0.700
MeanCMIP6 [-] 0.650 0.733 0.686 0.521 0.604
MIROC-ESM2L [-] 0.686 0.658 0.587 0.252 0.419
MPI-ESM1.2-HR [-] 0.660 0.768 0.538 0.701 0.620
NorESM2-LM [-] 0.672 0.711 0.776 0.596 0.686
UKESM1-0-LL [-] 0.714 0.747 0.662 0.605 0.634
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]
BCC-CSM2-MR [-] 0.621 0.598 0.705 0.403 0.554
CanESM5 [-] 0.624 0.574 0.447 0.465 0.456
CESM2 [-] 0.579 0.665 0.737 0.533 0.635
GFDL-ESM4 [-] 0.704 0.688 0.749 0.454 0.601
IPSL-CM6A-LR [-] 0.687 0.737 0.737
MeanCMIP6 [-] 0.616 0.627 0.711 0.530 0.621
MIROC-ESM2L [-] 0.593 0.568 0.651 0.279 0.465
MPI-ESM1.2-HR [-] 0.690 0.726 0.770 0.539 0.655
NorESM2-LM [-] 0.630 0.697 0.771 0.583 0.677
UKESM1-0-LL [-] 0.711 0.734 0.625 0.506 0.565
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]
BCC-CSM2-MR [-] 0.804 0.713 0.667 0.832 0.750
CanESM5 [-] 0.723 0.710 0.776 0.859 0.817
CESM2 [-] 0.766 0.731 0.698 0.810 0.754
GFDL-ESM4 [-] 0.772 0.682 0.569 0.814 0.691
IPSL-CM6A-LR [-] 0.812 0.609 0.609
MeanCMIP6 [-] 0.763 0.725 0.782 0.821 0.801
MIROC-ESM2L [-] 1.00 0.700 0.553 0.669 0.611
MPI-ESM1.2-HR [-] 0.805 0.726 0.720 0.785 0.753
NorESM2-LM [-] 0.827 0.654 0.710 0.816 0.763
UKESM1-0-LL [-] 0.743 0.727 0.609 0.717 0.663
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]
BCC-CSM2-MR [-] 0.659 0.718 0.876 0.941 0.909
CanESM5 [-] 0.624 0.718 0.803 0.864 0.833
CESM2 [-] 0.688 0.761 0.887 0.930 0.909
GFDL-ESM4 [-] 0.648 0.596 0.856 0.764 0.810
IPSL-CM6A-LR [-] 0.682 0.895 0.895
MeanCMIP6 [-] 0.657 0.678 0.882 0.865 0.874
MIROC-ESM2L [-] 0.585 0.593 0.701 0.734 0.718
MPI-ESM1.2-HR [-] 0.593 0.602 0.803 0.760 0.781
NorESM2-LM [-] 0.708 0.778 0.908 0.910 0.909
UKESM1-0-LL [-] 0.663 0.637 0.888 0.827 0.858
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]
BCC-CSM2-MR [-] 0.720 0.788 0.920 0.976 0.948
CanESM5 [-] 0.741 0.700 0.861 0.962 0.911
CESM2 [-] 0.661 0.504 0.885 0.851 0.868
GFDL-ESM4 [-] 0.691 0.582 0.957 0.969 0.963
IPSL-CM6A-LR [-] 0.822 0.888 0.888
MeanCMIP6 [-] 0.615 0.803 0.949 0.924 0.936
MIROC-ESM2L [-] 0.711 0.547 0.814 0.795 0.804
MPI-ESM1.2-HR [-] 0.620 0.513 0.808 0.875 0.842
NorESM2-LM [-] 0.769 0.530 0.899 0.865 0.882
UKESM1-0-LL [-] 0.637 0.718 0.943 0.912 0.927
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]
BCC-CSM2-MR [-] 0.701 0.809 0.877 0.902 0.889
CanESM5 [-] 0.688 0.720 0.850 0.818 0.834
CESM2 [-] 0.729 0.786 0.910 0.948 0.929
GFDL-ESM4 [-] 0.697 0.726 0.872 0.829 0.851
IPSL-CM6A-LR [-] 0.721 0.852 0.852
MeanCMIP6 [-] 0.735 0.745 0.889 0.847 0.868
MIROC-ESM2L [-] 0.632 0.590 0.787 0.625 0.706
MPI-ESM1.2-HR [-] 0.461 0.701 0.779 0.800 0.789
NorESM2-LM [-] 0.748 0.804 0.915 0.925 0.920
UKESM1-0-LL [-] 0.683 0.737 0.867 0.841 0.854
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]
BCC-CSM2-MR [-] 0.612 0.673 0.726 0.775 0.750
CanESM5 [-] 0.697 0.688 0.788 0.808 0.798
CESM2 [-] 0.616 0.576 0.713 0.688 0.700
GFDL-ESM4 [-] 0.640 0.693 0.550 0.711 0.630
IPSL-CM6A-LR [-] 0.741 0.803 0.803
MeanCMIP6 [-] 0.660 0.751 0.731 0.823 0.777
MIROC-ESM2L [-] 0.708 0.783 0.588 0.807 0.698
MPI-ESM1.2-HR [-] 0.675 0.718 0.626 0.755 0.690
NorESM2-LM [-] 0.588 0.640 0.701 0.657 0.679
UKESM1-0-LL [-] 0.707 0.715 0.734 0.820 0.777
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]
BCC-CSM2-MR [-] 0.708 0.746 0.843 0.729 0.786
CanESM5 [-] 0.634 0.637 0.754 0.697 0.725
CESM2 [-] 0.685 0.795 0.874 0.819 0.846
GFDL-ESM4 [-] 0.572 0.592 0.811 0.635 0.723
IPSL-CM6A-LR [-] 0.635 0.642 0.642
MeanCMIP6 [-] 0.662 0.677 0.832 0.727 0.779
MIROC-ESM2L [-] 0.591 0.564 0.734 0.599 0.666
MPI-ESM1.2-HR [-] 0.575 0.690 0.797 0.746 0.772
NorESM2-LM [-] 0.682 0.787 0.846 0.845 0.845
UKESM1-0-LL [-] 0.631 0.695 0.839 0.738 0.789

Precipitation/GPCPv2.3

Data not available
Data not available
Data not available

SurfaceAirTemperature/CRU4.02

Data not available
Data not available
Data not available

All Models

Benchmark
Data not available
Data not available
BCC-CSM2-MR
Data not available
Data not available
CanESM5
Data not available
Data not available
CESM2
Data not available
Data not available
GFDL-ESM4
Data not available
Data not available
IPSL-CM6A-LR
Data not available
Data not available
MeanCMIP6
Data not available
Data not available
MIROC-ESM2L
Data not available
Data not available
MPI-ESM1.2-HR
Data not available
Data not available
NorESM2-LM
Data not available
Data not available
UKESM1-0-LL
Data not available
Data not available

Data Information

  Title:
Global Land Evaporation Amsterdam Model (GLEAM) Evaportranspiration

  Version:
3.3a

  Institutions:
Laboratory of Hydrology and Water Management, Ghent University, Belgium
Department of Earth Sciences, Vrije Universiteit Amsterdam, the Netherlands

  Source:
Model Product with satellite observations of climatic and environmental variables

  History:
2019-08-12: downloaded source from https://www.gleam.eu/#datasets
2019-08-16: converted to netCDF with https://github.com/mmu2019/Datasets/blob/master/read-et-gleam.py

  References:
Martens, B., D.G. Miralles, H. Lievens, R. van der Schalie, R.A.M. de Jeu, D. Fernandez-Prieto, H.E. Beck, W.A. Dorigo, and N.E.C. Verhoest (2017), GLEAM v3: satellite-based land evaporation and root-zone soil moisture, Geosci. Model Dev., 10, 1903-1925, doi:10.5194/gmd-10-1903-2017

Miralles, D.G., T.T.H. Holmes, R.A.M. De Jeu, J.H. Gash, A.G.C.A. Meesters, and A.J. Dolman (2011), Global land-surface evaporation estimated from satellite-based observations, Hydrol. Earth Syst. Sci., 15, 453-469, doi:10.5194/hess-15-453-2011

  Comments:
time_period: 1980-01 through 2018-12
original_temporal_resolution: monthly
original_spatial_resolution: 0.25 degree
original_units: mm.month-1
final_temporal_resolution: monthly
final_spatial_resolution: 0.5 degree
final_units: kg/m2/s

  Convention:
CF-1.7