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 [-] 1.09
BCC-CSM2-MR [-] 1.06 1.08 1.09 0.787 -0.0162 0.459 0.502 0.786 0.633 0.941 0.775 0.754
CanESM5 [-] 1.04 1.06 1.09 0.690 -0.0269 0.565 0.562 0.757 0.563 0.922 0.752 0.711
CESM2 [-] 0.987 0.999 1.09 0.787 -0.0825 0.480 0.543 0.785 0.626 0.936 0.823 0.760
GFDL-ESM4 [-] 1.31 1.35 1.09 0.959 0.261 0.547 0.453 0.707 0.604 0.954 0.877 0.749
IPSL-CM6A-LR [-] 1.09 1.11 1.09 0.708 0.0333 0.427 0.448 0.791 0.652 0.940 0.837 0.774
MeanCMIP6 [-] 1.13 1.17 1.09 0.834 0.0757 0.406 0.321 0.812 0.658 0.960 0.909 0.799
MIROC-ESM2L [-] 1.48 1.51 1.09 1.15 0.411 0.713 0.580 0.609 0.572 0.927 0.481 0.632
MPI-ESM1.2-HR [-] 1.30 1.33 1.09 0.748 0.236 0.573 0.657 0.699 0.596 0.934 0.704 0.706
NorESM2-LM [-] 0.945 0.962 1.09 0.739 -0.128 0.492 0.548 0.776 0.621 0.935 0.817 0.754
UKESM1-0-LL [-] 1.09 1.09 1.09 0.907 0.00388 0.489 0.378 0.813 0.594 0.948 0.884 0.767
Download Data
Period Mean (original grids) [mm d-1]
Model Period Mean (intersection) [mm d-1]
Benchmark Period Mean (intersection) [mm d-1]
Model Period Mean (complement) [mm d-1]
Benchmark Period Mean (complement) [mm d-1]
Bias [mm d-1]
RMSE [mm d-1]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 1.56
BCC-CSM2-MR [-] 1.44 1.77 1.56 0.543 0.267 0.764 1.54 0.562 0.462 0.726 0.961 0.635
CanESM5 [-] 1.53 1.86 1.56 0.617 0.402 0.986 1.57 0.472 0.416 0.736 0.930 0.594
CESM2 [-] 1.33 1.63 1.56 0.499 0.139 0.737 1.53 0.575 0.496 0.760 0.969 0.659
GFDL-ESM4 [-] 1.72 1.96 1.56 1.24 0.400 0.771 1.29 0.531 0.488 0.778 0.973 0.652
IPSL-CM6A-LR [-] 1.51 1.88 1.56 0.510 0.392 0.826 1.49 0.570 0.481 0.761 0.960 0.651
MeanCMIP6 [-] 1.52 1.87 1.56 0.613 0.358 0.690 1.27 0.577 0.541 0.795 0.976 0.686
MIROC-ESM2L [-] 1.95 2.36 1.56 0.880 0.854 1.15 1.62 0.369 0.464 0.725 0.890 0.582
MPI-ESM1.2-HR [-] 1.44 1.85 1.56 0.213 0.342 0.862 1.43 0.459 0.437 0.740 0.926 0.600
NorESM2-LM [-] 1.36 1.64 1.56 0.585 0.154 0.758 1.52 0.567 0.491 0.758 0.964 0.654
UKESM1-0-LL [-] 1.44 1.78 1.56 0.505 0.291 0.748 1.33 0.550 0.503 0.763 0.946 0.653
Download Data
Period Mean (original grids) [mm d-1]
Model Period Mean (intersection) [mm d-1]
Benchmark Period Mean (intersection) [mm d-1]
Model Period Mean (complement) [mm d-1]
Benchmark Period Mean (complement) [mm d-1]
Bias [mm d-1]
RMSE [mm d-1]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 0.525
BCC-CSM2-MR [-] 0.742 1.14 0.525 0.308 0.682 0.892 1.87 0.371 0.382 0.739 0.658 0.506
CanESM5 [-] 0.926 1.34 0.525 0.378 0.915 1.22 2.00 0.305 0.323 0.723 0.528 0.440
CESM2 [-] 0.767 1.12 0.525 0.347 0.661 0.873 2.24 0.404 0.408 0.708 0.726 0.531
GFDL-ESM4 [-] 0.898 1.23 0.525 0.580 0.704 0.862 1.60 0.316 0.436 0.773 0.673 0.527
IPSL-CM6A-LR [-] 0.990 1.46 0.525 0.325 1.00 1.23 2.04 0.259 0.327 0.724 0.571 0.442
MeanCMIP6 [-] 0.809 1.21 0.525 0.355 0.736 0.880 1.80 0.342 0.456 0.760 0.758 0.554
MIROC-ESM2L [-] 1.10 1.67 0.525 0.426 1.20 1.38 2.28 0.222 0.353 0.699 0.440 0.413
MPI-ESM1.2-HR [-] 0.387 0.665 0.525 0.0731 0.232 0.590 1.57 0.524 0.464 0.768 0.599 0.564
NorESM2-LM [-] 0.798 1.16 0.525 0.336 0.713 0.939 2.21 0.383 0.404 0.698 0.650 0.508
UKESM1-0-LL [-] 0.634 0.947 0.525 0.262 0.496 0.785 1.85 0.431 0.417 0.758 0.575 0.520
Download Data
Period Mean (original grids) [mm d-1]
Model Period Mean (intersection) [mm d-1]
Benchmark Period Mean (intersection) [mm d-1]
Model Period Mean (complement) [mm d-1]
Benchmark Period Mean (complement) [mm d-1]
Bias [mm d-1]
RMSE [mm d-1]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 0.532
BCC-CSM2-MR [-] 0.866 0.950 0.532 0.687 0.446 0.717 2.96 0.323 0.228 0.549 0.562 0.378
CanESM5 [-] 0.805 0.906 0.532 0.552 0.504 0.871 2.93 0.299 0.203 0.548 0.306 0.312
CESM2 [-] 0.782 0.840 0.532 0.648 0.342 0.785 3.15 0.412 0.164 0.538 0.574 0.371
GFDL-ESM4 [-] 0.798 0.944 0.532 0.589 0.414 0.674 2.45 0.344 0.254 0.644 0.591 0.417
IPSL-CM6A-LR [-] 0.850 1.05 0.532 0.451 0.567 0.962 3.24 0.270 0.170 0.504 0.385 0.300
MeanCMIP6 [-] 0.837 0.933 0.532 0.629 0.426 0.718 2.92 0.318 0.228 0.575 0.688 0.408
MIROC-ESM2L [-] 1.21 1.18 0.532 1.13 0.713 1.02 3.01 0.214 0.181 0.547 0.290 0.283
MPI-ESM1.2-HR [-] 0.561 0.711 0.532 0.296 0.221 0.623 2.72 0.441 0.229 0.606 0.552 0.411
NorESM2-LM [-] 0.769 0.820 0.532 0.628 0.343 0.779 3.22 0.420 0.188 0.521 0.459 0.355
UKESM1-0-LL [-] 0.702 0.816 0.532 0.557 0.332 0.689 2.59 0.417 0.249 0.618 0.391 0.385
Download Data
Period Mean (original grids) [mm d-1]
Model Period Mean (intersection) [mm d-1]
Benchmark Period Mean (intersection) [mm d-1]
Model Period Mean (complement) [mm d-1]
Benchmark Period Mean (complement) [mm d-1]
Bias [mm d-1]
RMSE [mm d-1]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 1.94
BCC-CSM2-MR [-] 2.17 2.34 1.94 1.69 0.326 0.813 2.10 0.476 0.433 0.655 0.906 0.580
CanESM5 [-] 1.94 2.29 1.94 1.38 0.345 1.04 2.28 0.471 0.292 0.667 0.875 0.519
CESM2 [-] 1.84 1.95 1.94 1.60 0.0754 0.762 2.19 0.570 0.446 0.644 0.921 0.606
GFDL-ESM4 [-] 2.35 2.37 1.94 2.16 0.438 0.763 1.53 0.443 0.441 0.762 0.965 0.611
IPSL-CM6A-LR [-] 1.52 1.69 1.94 1.39 -0.102 0.939 1.82 0.467 0.375 0.698 0.867 0.557
MeanCMIP6 [-] 2.25 2.31 1.94 1.76 0.325 0.710 1.70 0.509 0.491 0.710 0.955 0.631
MIROC-ESM2L [-] 3.00 3.29 1.94 2.46 1.24 1.59 2.19 0.195 0.444 0.667 0.844 0.519
MPI-ESM1.2-HR [-] 2.15 2.32 1.94 1.46 0.398 0.803 1.86 0.429 0.424 0.684 0.876 0.567
NorESM2-LM [-] 1.91 1.98 1.94 1.52 0.0487 0.717 1.96 0.559 0.436 0.677 0.898 0.601
UKESM1-0-LL [-] 2.32 2.38 1.94 1.48 0.332 0.808 1.97 0.499 0.469 0.651 0.868 0.591
Download Data
Period Mean (original grids) [mm d-1]
Model Period Mean (intersection) [mm d-1]
Benchmark Period Mean (intersection) [mm d-1]
Model Period Mean (complement) [mm d-1]
Benchmark Period Mean (complement) [mm d-1]
Bias [mm d-1]
RMSE [mm d-1]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 1.65
BCC-CSM2-MR [-] 1.74 1.73 1.65 2.05 0.110 0.619 0.938 0.761 0.613 0.877 0.960 0.765
CanESM5 [-] 1.95 1.92 1.65 2.09 0.311 0.760 0.973 0.697 0.575 0.862 0.863 0.714
CESM2 [-] 1.59 1.57 1.65 1.94 -0.0346 0.587 0.887 0.756 0.647 0.888 0.960 0.780
GFDL-ESM4 [-] 2.02 2.02 1.65 2.19 0.371 0.662 0.656 0.678 0.637 0.914 0.958 0.765
IPSL-CM6A-LR [-] 1.76 1.75 1.65 1.96 0.154 0.589 0.792 0.758 0.638 0.893 0.895 0.764
MeanCMIP6 [-] 1.87 1.88 1.65 2.10 0.255 0.550 0.675 0.751 0.672 0.917 0.971 0.797
MIROC-ESM2L [-] 2.36 2.34 1.65 2.39 0.714 1.02 1.05 0.515 0.570 0.852 0.790 0.659
MPI-ESM1.2-HR [-] 2.12 2.12 1.65 2.03 0.468 0.807 0.786 0.612 0.599 0.908 0.921 0.728
NorESM2-LM [-] 1.59 1.61 1.65 1.91 0.00498 0.577 0.795 0.771 0.641 0.897 0.942 0.778
UKESM1-0-LL [-] 1.82 1.81 1.65 2.08 0.200 0.594 0.734 0.766 0.640 0.904 0.908 0.772
Download Data
Period Mean (original grids) [mm d-1]
Model Period Mean (intersection) [mm d-1]
Benchmark Period Mean (intersection) [mm d-1]
Model Period Mean (complement) [mm d-1]
Benchmark Period Mean (complement) [mm d-1]
Bias [mm d-1]
RMSE [mm d-1]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 3.66
BCC-CSM2-MR [-] 3.91 3.90 3.66 4.21 0.290 0.721 2.85 0.470 0.334 0.532 0.920 0.518
CanESM5 [-] 3.82 3.68 3.66 4.03 0.134 0.969 2.36 0.342 0.306 0.627 0.636 0.443
CESM2 [-] 3.37 3.36 3.66 3.53 -0.259 0.559 2.13 0.454 0.434 0.673 0.994 0.598
GFDL-ESM4 [-] 3.82 3.80 3.66 4.05 0.142 0.648 2.59 0.477 0.399 0.574 0.935 0.557
IPSL-CM6A-LR [-] 3.44 3.47 3.66 3.39 -0.166 0.656 1.93 0.444 0.423 0.696 0.702 0.538
MeanCMIP6 [-] 3.84 3.85 3.66 3.91 0.199 0.512 2.23 0.492 0.472 0.650 0.997 0.617
MIROC-ESM2L [-] 4.70 4.64 3.66 4.44 0.912 1.13 2.95 0.179 0.431 0.505 0.911 0.491
MPI-ESM1.2-HR [-] 4.29 4.27 3.66 3.73 0.574 1.28 3.31 0.189 0.266 0.434 0.432 0.317
NorESM2-LM [-] 3.39 3.39 3.66 3.70 -0.207 0.560 2.41 0.445 0.399 0.628 0.983 0.571
UKESM1-0-LL [-] 4.00 4.00 3.66 3.88 0.340 0.677 3.21 0.376 0.410 0.444 0.939 0.516
Download Data
Period Mean (original grids) [mm d-1]
Model Period Mean (intersection) [mm d-1]
Benchmark Period Mean (intersection) [mm d-1]
Model Period Mean (complement) [mm d-1]
Benchmark Period Mean (complement) [mm d-1]
Bias [mm d-1]
RMSE [mm d-1]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 2.55
BCC-CSM2-MR [-] 2.83 2.78 2.55 3.91 0.315 1.05 2.12 0.495 0.409 0.639 0.971 0.585
CanESM5 [-] 3.00 2.97 2.55 3.74 0.537 1.36 2.08 0.377 0.372 0.657 0.961 0.548
CESM2 [-] 2.63 2.59 2.55 3.53 0.130 0.903 1.92 0.513 0.470 0.686 0.946 0.617
GFDL-ESM4 [-] 3.04 2.92 2.55 4.14 0.365 0.999 1.75 0.485 0.446 0.712 0.871 0.592
IPSL-CM6A-LR [-] 3.02 2.95 2.55 3.51 0.489 1.01 2.03 0.535 0.441 0.680 0.934 0.606
MeanCMIP6 [-] 2.98 2.94 2.55 3.85 0.448 0.876 1.62 0.525 0.516 0.735 0.878 0.634
MIROC-ESM2L [-] 3.69 3.68 2.55 3.90 1.16 1.47 2.08 0.310 0.444 0.656 0.972 0.565
MPI-ESM1.2-HR [-] 2.92 2.93 2.55 2.51 0.459 1.28 1.89 0.380 0.388 0.672 0.932 0.552
NorESM2-LM [-] 2.66 2.60 2.55 3.57 0.167 0.926 1.91 0.507 0.470 0.689 0.949 0.617
UKESM1-0-LL [-] 2.96 2.91 2.55 3.70 0.449 1.03 1.66 0.467 0.478 0.715 0.974 0.622
Download Data
Period Mean (original grids) [mm d-1]
Model Period Mean (intersection) [mm d-1]
Benchmark Period Mean (intersection) [mm d-1]
Model Period Mean (complement) [mm d-1]
Benchmark Period Mean (complement) [mm d-1]
Bias [mm d-1]
RMSE [mm d-1]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 0.851
BCC-CSM2-MR [-] 0.498 0.631 0.851 0.166 -0.226 0.395 0.446 0.737 0.684 0.959 0.931 0.799
CanESM5 [-] 0.515 0.650 0.851 0.183 -0.210 0.478 0.562 0.751 0.600 0.939 0.945 0.767
CESM2 [-] 0.474 0.604 0.851 0.155 -0.249 0.460 0.576 0.730 0.645 0.944 0.843 0.761
GFDL-ESM4 [-] 0.757 0.964 0.851 0.350 0.114 0.332 0.461 0.824 0.701 0.964 0.874 0.812
IPSL-CM6A-LR [-] 0.620 0.785 0.851 0.205 -0.0701 0.326 0.423 0.841 0.700 0.957 0.876 0.815
MeanCMIP6 [-] 0.585 0.734 0.851 0.220 -0.124 0.310 0.395 0.827 0.720 0.965 0.946 0.835
MIROC-ESM2L [-] 0.762 0.925 0.851 0.350 0.0589 0.428 0.490 0.808 0.618 0.955 0.687 0.737
MPI-ESM1.2-HR [-] 0.639 0.824 0.851 0.166 -0.0318 0.360 0.570 0.820 0.685 0.949 0.747 0.777
NorESM2-LM [-] 0.407 0.531 0.851 0.131 -0.328 0.526 0.644 0.663 0.617 0.934 0.911 0.748
UKESM1-0-LL [-] 0.556 0.674 0.851 0.248 -0.183 0.388 0.429 0.772 0.672 0.959 0.982 0.811
Download Data
Period Mean (original grids) [mm d-1]
Model Period Mean (intersection) [mm d-1]
Benchmark Period Mean (intersection) [mm d-1]
Model Period Mean (complement) [mm d-1]
Benchmark Period Mean (complement) [mm d-1]
Bias [mm d-1]
RMSE [mm d-1]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 1.10
BCC-CSM2-MR [-] 1.46 1.46 1.10 1.54 0.401 0.714 1.27 0.544 0.443 0.835 0.918 0.637
CanESM5 [-] 1.57 1.53 1.10 1.43 0.505 0.926 1.46 0.471 0.374 0.814 0.830 0.572
CESM2 [-] 1.35 1.34 1.10 1.50 0.288 0.835 1.31 0.585 0.376 0.837 0.928 0.620
GFDL-ESM4 [-] 1.70 1.67 1.10 2.20 0.569 0.858 1.12 0.442 0.421 0.866 0.916 0.613
IPSL-CM6A-LR [-] 1.59 1.56 1.10 1.38 0.516 0.928 1.34 0.474 0.386 0.836 0.903 0.597
MeanCMIP6 [-] 1.55 1.54 1.10 1.65 0.475 0.784 1.13 0.493 0.438 0.870 0.958 0.639
MIROC-ESM2L [-] 1.98 1.95 1.10 2.13 0.905 1.23 1.32 0.319 0.366 0.834 0.674 0.512
MPI-ESM1.2-HR [-] 1.46 1.47 1.10 1.07 0.420 0.878 1.17 0.467 0.360 0.858 0.868 0.583
NorESM2-LM [-] 1.39 1.34 1.10 1.58 0.306 0.828 1.28 0.580 0.386 0.842 0.872 0.613
UKESM1-0-LL [-] 1.43 1.42 1.10 1.57 0.376 0.769 1.16 0.558 0.433 0.858 0.879 0.632

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 [-] 0.635 0.626 0.813 0.912 0.863
CanESM5 [-] 0.646 0.725 0.775 0.863 0.819
CESM2 [-] 0.673 0.707 0.858 0.810 0.834
GFDL-ESM4 [-] 0.585 0.554 0.808 0.772 0.790
IPSL-CM6A-LR [-] 0.701 0.876 0.876
MeanCMIP6 [-] 0.672 0.711 0.913 0.884 0.899
MIROC-ESM2L [-] 0.520 0.505 0.570 0.757 0.664
MPI-ESM1.2-HR [-] 0.618 0.653 0.856 0.810 0.833
NorESM2-LM [-] 0.639 0.662 0.757 0.784 0.770
UKESM1-0-LL [-] 0.714 0.628 0.914 0.852 0.883
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 [-] 0.575 0.727 0.873 0.774 0.824
CanESM5 [-] 0.554 0.695 0.842 0.734 0.788
CESM2 [-] 0.589 0.699 0.894 0.792 0.843
GFDL-ESM4 [-] 0.586 0.690 0.863 0.735 0.799
IPSL-CM6A-LR [-] 0.585 0.882 0.882
MeanCMIP6 [-] 0.580 0.722 0.863 0.760 0.812
MIROC-ESM2L [-] 0.594 0.631 0.751 0.592 0.671
MPI-ESM1.2-HR [-] 0.590 0.692 0.796 0.747 0.772
NorESM2-LM [-] 0.585 0.706 0.896 0.786 0.841
UKESM1-0-LL [-] 0.573 0.725 0.857 0.795 0.826
Download Data
Precipitation|GPCPv2.3 Hellinger Distance [1]
SurfaceAirTemperature|CRU4.02 Hellinger Distance [1]
Precipitation|GPCPv2.3 Score [1]
SurfaceAirTemperature|CRU4.02 Score [1]
Overall Score [1]
BCC-CSM2-MR [-] 0.623 0.661 0.377 0.431 0.404
CanESM5 [-] 0.586 0.613 0.251 0.297 0.274
CESM2 [-] 0.514 0.707 0.348 0.372 0.360
GFDL-ESM4 [-] 0.590 0.680 0.334 0.394 0.364
IPSL-CM6A-LR [-] 0.529 0.344 0.344
MeanCMIP6 [-] 0.578 0.661 0.339 0.391 0.365
MIROC-ESM2L [-] 0.609 0.633 0.267 0.167 0.217
MPI-ESM1.2-HR [-] 0.576 0.705 0.234 0.533 0.383
NorESM2-LM [-] 0.571 0.664 0.404 0.501 0.453
UKESM1-0-LL [-] 0.527 0.665 0.311 0.470 0.391
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 [-] 0.610 0.596 0.535 0.544 0.539
CanESM5 [-] 0.518 0.624 0.283 0.463 0.373
CESM2 [-] 0.553 0.671 0.578 0.657 0.618
GFDL-ESM4 [-] 0.574 0.618 0.552 0.640 0.596
IPSL-CM6A-LR [-] 0.530 0.536 0.536
MeanCMIP6 [-] 0.580 0.606 0.542 0.576 0.559
MIROC-ESM2L [-] 0.511 0.559 0.438 0.281 0.360
MPI-ESM1.2-HR [-] 0.526 0.673 0.565 0.857 0.711
NorESM2-LM [-] 0.572 0.686 0.590 0.675 0.633
UKESM1-0-LL [-] 0.518 0.652 0.482 0.656 0.569
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 [-] 0.817 0.646 0.607 0.819 0.713
CanESM5 [-] 0.766 0.721 0.815 0.872 0.844
CESM2 [-] 0.857 0.712 0.689 0.812 0.750
GFDL-ESM4 [-] 0.802 0.657 0.477 0.762 0.619
IPSL-CM6A-LR [-] 0.793 0.618 0.618
MeanCMIP6 [-] 0.716 0.688 0.711 0.785 0.748
MIROC-ESM2L [-] 1.00 0.768 0.509 0.625 0.567
MPI-ESM1.2-HR [-] 0.719 0.661 0.682 0.782 0.732
NorESM2-LM [-] 0.811 0.660 0.670 0.804 0.737
UKESM1-0-LL [-] 0.849 0.662 0.595 0.699 0.647
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 [-] 0.620 0.729 0.858 0.905 0.881
CanESM5 [-] 0.596 0.682 0.785 0.835 0.810
CESM2 [-] 0.702 0.773 0.884 0.951 0.917
GFDL-ESM4 [-] 0.579 0.527 0.829 0.735 0.782
IPSL-CM6A-LR [-] 0.676 0.885 0.885
MeanCMIP6 [-] 0.612 0.660 0.852 0.826 0.839
MIROC-ESM2L [-] 0.500 0.537 0.680 0.701 0.690
MPI-ESM1.2-HR [-] 0.534 0.508 0.775 0.727 0.751
NorESM2-LM [-] 0.689 0.802 0.889 0.928 0.909
UKESM1-0-LL [-] 0.618 0.641 0.858 0.798 0.828
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 [-] 0.650 0.678 0.863 0.921 0.892
CanESM5 [-] 0.738 0.590 0.814 0.946 0.880
CESM2 [-] 0.638 0.547 0.941 0.893 0.917
GFDL-ESM4 [-] 0.652 0.606 0.944 0.937 0.940
IPSL-CM6A-LR [-] 0.803 0.898 0.898
MeanCMIP6 [-] 0.555 0.632 0.905 0.919 0.912
MIROC-ESM2L [-] 0.978 0.647 0.756 0.731 0.743
MPI-ESM1.2-HR [-] 0.626 0.567 0.743 0.828 0.786
NorESM2-LM [-] 0.752 0.595 0.942 0.906 0.924
UKESM1-0-LL [-] 0.617 0.690 0.881 0.885 0.883
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 [-] 0.705 0.735 0.814 0.817 0.815
CanESM5 [-] 0.710 0.665 0.785 0.737 0.761
CESM2 [-] 0.700 0.736 0.863 0.866 0.865
GFDL-ESM4 [-] 0.683 0.674 0.809 0.755 0.782
IPSL-CM6A-LR [-] 0.713 0.792 0.792
MeanCMIP6 [-] 0.735 0.695 0.819 0.761 0.790
MIROC-ESM2L [-] 0.712 0.601 0.717 0.547 0.632
MPI-ESM1.2-HR [-] 0.524 0.705 0.712 0.718 0.715
NorESM2-LM [-] 0.732 0.756 0.855 0.841 0.848
UKESM1-0-LL [-] 0.675 0.703 0.791 0.753 0.772
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 [-] 0.560 0.620 0.627 0.576 0.602
CanESM5 [-] 0.652 0.605 0.666 0.588 0.627
CESM2 [-] 0.590 0.553 0.617 0.539 0.578
GFDL-ESM4 [-] 0.666 0.768 0.723 0.645 0.684
IPSL-CM6A-LR [-] 0.685 0.699 0.699
MeanCMIP6 [-] 0.626 0.683 0.691 0.609 0.650
MIROC-ESM2L [-] 0.706 0.733 0.749 0.647 0.698
MPI-ESM1.2-HR [-] 0.620 0.734 0.696 0.577 0.637
NorESM2-LM [-] 0.552 0.789 0.589 0.519 0.554
UKESM1-0-LL [-] 0.650 0.693 0.714 0.715 0.715
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 [-] 0.562 0.647 0.737 0.652 0.694
CanESM5 [-] 0.553 0.596 0.643 0.610 0.626
CESM2 [-] 0.626 0.750 0.758 0.755 0.757
GFDL-ESM4 [-] 0.476 0.529 0.682 0.559 0.620
IPSL-CM6A-LR [-] 0.541 0.599 0.599
MeanCMIP6 [-] 0.533 0.598 0.704 0.628 0.666
MIROC-ESM2L [-] 0.571 0.563 0.600 0.476 0.538
MPI-ESM1.2-HR [-] 0.490 0.654 0.663 0.691 0.677
NorESM2-LM [-] 0.602 0.733 0.738 0.738 0.738
UKESM1-0-LL [-] 0.587 0.623 0.701 0.663 0.682

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:
MODIS Global Terrestrial Evaportranspiration

  Version:
MOD16A2

  Institutions:
Numerical Terradynamic Simulation Group, University of Montana, USA

  Source:
MODIS (MOD16A2 level 4) global terrestrial evapotranspiration (ET) based on the Penman-Monteith (P-M) algorithm with MERRA meteorological forcings

  History:
2019-08-19: downloaded source from http://files.ntsg.umt.edu/data/NTSG_Products/MOD16/
2019-08-21: converted to netCDF with https://github.com/mmu2019/Datasets/blob/master/read-et-modisA2.py

  References:
Mu, Q.Z., M. Zhao, and S.W. Running (2011), Improvements to a MODIS global terrestrial evapotranspiration algorithm, Remote Sensing of Environment, 115, 1781-1800, doi:10.1016/j.rse.2011.02.019

  Comments:
time_period: 2000-01 through 2014-12
original_temporal_resolution: monthly
original_spatial_resolution: 0.5 degree
original_units: mm/month
final_temporal_resolution: monthly
final_spatial_resolution: 0.5 degree
final_units: kg/m2/s

  Convention:
CF-1.7