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
ACCESS-ESM1-5 [-] 1.55 1.58 1.09 1.21 0.479 0.837 0.867 0.570 0.477 0.912 0.728 0.633
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
ACCESS-ESM1-5 [-] 1.70 2.12 1.56 0.590 0.614 1.03 1.60 0.426 0.420 0.728 0.953 0.589
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
ACCESS-ESM1-5 [-] 0.831 1.28 0.525 0.335 0.831 1.10 1.99 0.296 0.339 0.715 0.539 0.446
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
ACCESS-ESM1-5 [-] 0.999 1.06 0.532 0.840 0.547 0.813 2.72 0.250 0.204 0.592 0.525 0.355
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
ACCESS-ESM1-5 [-] 2.18 2.54 1.94 1.73 0.557 1.04 2.03 0.388 0.389 0.676 0.904 0.549
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
ACCESS-ESM1-5 [-] 2.26 2.25 1.65 2.29 0.618 0.953 1.04 0.559 0.556 0.865 0.939 0.695
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
ACCESS-ESM1-5 [-] 4.07 4.10 3.66 4.03 0.447 0.867 2.71 0.286 0.366 0.560 0.815 0.479
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
ACCESS-ESM1-5 [-] 3.16 3.14 2.55 3.76 0.670 1.33 2.08 0.388 0.393 0.650 0.969 0.559
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
ACCESS-ESM1-5 [-] 0.845 1.06 0.851 0.326 0.189 0.552 0.741 0.741 0.544 0.931 0.686 0.689
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
ACCESS-ESM1-5 [-] 1.82 1.82 1.10 1.97 0.748 1.05 1.28 0.356 0.366 0.834 0.911 0.567
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]
ACCESS-ESM1-5 [-] 0.464 0.462 0.762 0.710 0.736
BCC-CSM2-MR [-] 0.637 0.626 0.775 0.912 0.843
CanESM5 [-] 0.645 0.714 0.781 0.867 0.824
CESM2 [-] 0.666 0.709 0.842 0.810 0.826
GFDL-ESM4 [-] 0.584 0.554 0.810 0.772 0.791
IPSL-CM6A-LR [-] 0.706 0.783 0.853 0.955 0.904
MeanCMIP6 [-] 0.672 0.716 0.861 0.887 0.874
MIROC-ESM2L [-] 0.517 0.500 0.554 0.751 0.653
MPI-ESM1.2-HR [-] 0.618 0.654 0.842 0.808 0.825
NorESM2-LM [-] 0.626 0.656 0.688 0.783 0.736
UKESM1-0-LL [-] 0.718 0.623 0.897 0.852 0.875
Download Data
Precipitation|GPCPv2.3 Hellinger Distance [1]
SurfaceAirTemperature|CRU4.02 Hellinger Distance [1]
Precipitation|GPCPv2.3 Score [1]
SurfaceAirTemperature|CRU4.02 Score [1]
Overall Score [1]
ACCESS-ESM1-5 [-] 0.534 0.643 0.849 0.692 0.770
BCC-CSM2-MR [-] 0.574 0.727 0.876 0.773 0.825
CanESM5 [-] 0.553 0.689 0.845 0.734 0.790
CESM2 [-] 0.590 0.700 0.898 0.792 0.845
GFDL-ESM4 [-] 0.587 0.690 0.867 0.734 0.801
IPSL-CM6A-LR [-] 0.586 0.717 0.891 0.726 0.808
MeanCMIP6 [-] 0.579 0.722 0.873 0.760 0.816
MIROC-ESM2L [-] 0.593 0.628 0.751 0.592 0.671
MPI-ESM1.2-HR [-] 0.593 0.694 0.797 0.746 0.772
NorESM2-LM [-] 0.584 0.703 0.900 0.785 0.843
UKESM1-0-LL [-] 0.573 0.725 0.858 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]
ACCESS-ESM1-5 [-] 0.537 0.666 0.318 0.338 0.328
BCC-CSM2-MR [-] 0.618 0.660 0.389 0.426 0.407
CanESM5 [-] 0.579 0.609 0.259 0.296 0.278
CESM2 [-] 0.512 0.710 0.354 0.357 0.356
GFDL-ESM4 [-] 0.585 0.677 0.341 0.391 0.366
IPSL-CM6A-LR [-] 0.527 0.616 0.351 0.227 0.289
MeanCMIP6 [-] 0.570 0.662 0.349 0.385 0.367
MIROC-ESM2L [-] 0.604 0.633 0.283 0.167 0.225
MPI-ESM1.2-HR [-] 0.574 0.705 0.234 0.521 0.377
NorESM2-LM [-] 0.561 0.663 0.419 0.499 0.459
UKESM1-0-LL [-] 0.530 0.663 0.301 0.465 0.383
Download Data
Precipitation|GPCPv2.3 Hellinger Distance [1]
SurfaceAirTemperature|CRU4.02 Hellinger Distance [1]
Precipitation|GPCPv2.3 Score [1]
SurfaceAirTemperature|CRU4.02 Score [1]
Overall Score [1]
ACCESS-ESM1-5 [-] 0.583 0.535 0.457 0.438 0.447
BCC-CSM2-MR [-] 0.609 0.596 0.541 0.542 0.541
CanESM5 [-] 0.536 0.577 0.321 0.463 0.392
CESM2 [-] 0.554 0.670 0.580 0.659 0.619
GFDL-ESM4 [-] 0.573 0.617 0.553 0.633 0.593
IPSL-CM6A-LR [-] 0.534 0.554 0.533 0.224 0.379
MeanCMIP6 [-] 0.577 0.606 0.541 0.577 0.559
MIROC-ESM2L [-] 0.507 0.559 0.445 0.282 0.364
MPI-ESM1.2-HR [-] 0.526 0.675 0.569 0.861 0.715
NorESM2-LM [-] 0.579 0.680 0.599 0.673 0.636
UKESM1-0-LL [-] 0.515 0.658 0.478 0.653 0.566
Download Data
Precipitation|GPCPv2.3 Hellinger Distance [1]
SurfaceAirTemperature|CRU4.02 Hellinger Distance [1]
Precipitation|GPCPv2.3 Score [1]
SurfaceAirTemperature|CRU4.02 Score [1]
Overall Score [1]
ACCESS-ESM1-5 [-] 0.880 0.698 0.555 0.743 0.649
BCC-CSM2-MR [-] 0.770 0.645 0.724 0.823 0.773
CanESM5 [-] 0.743 0.667 0.814 0.877 0.845
CESM2 [-] 0.828 0.706 0.713 0.820 0.766
GFDL-ESM4 [-] 0.819 0.660 0.576 0.764 0.670
IPSL-CM6A-LR [-] 0.784 0.726 0.652 0.834 0.743
MeanCMIP6 [-] 0.710 0.696 0.760 0.788 0.774
MIROC-ESM2L [-] 1.00 0.768 0.595 0.624 0.610
MPI-ESM1.2-HR [-] 0.794 0.668 0.681 0.783 0.732
NorESM2-LM [-] 0.789 0.684 0.665 0.810 0.737
UKESM1-0-LL [-] 0.872 0.667 0.366 0.700 0.533
Download Data
Precipitation|GPCPv2.3 Hellinger Distance [1]
SurfaceAirTemperature|CRU4.02 Hellinger Distance [1]
Precipitation|GPCPv2.3 Score [1]
SurfaceAirTemperature|CRU4.02 Score [1]
Overall Score [1]
ACCESS-ESM1-5 [-] 0.475 0.448 0.742 0.703 0.723
BCC-CSM2-MR [-] 0.616 0.735 0.841 0.905 0.873
CanESM5 [-] 0.606 0.668 0.788 0.834 0.811
CESM2 [-] 0.694 0.773 0.922 0.949 0.935
GFDL-ESM4 [-] 0.580 0.527 0.831 0.733 0.782
IPSL-CM6A-LR [-] 0.676 0.749 0.883 0.831 0.857
MeanCMIP6 [-] 0.613 0.669 0.860 0.826 0.843
MIROC-ESM2L [-] 0.502 0.543 0.677 0.701 0.689
MPI-ESM1.2-HR [-] 0.532 0.513 0.781 0.727 0.754
NorESM2-LM [-] 0.660 0.799 0.890 0.928 0.909
UKESM1-0-LL [-] 0.625 0.645 0.862 0.798 0.830
Download Data
Precipitation|GPCPv2.3 Hellinger Distance [1]
SurfaceAirTemperature|CRU4.02 Hellinger Distance [1]
Precipitation|GPCPv2.3 Score [1]
SurfaceAirTemperature|CRU4.02 Score [1]
Overall Score [1]
ACCESS-ESM1-5 [-] 0.763 0.476 0.829 0.857 0.843
BCC-CSM2-MR [-] 0.631 0.680 0.863 0.921 0.892
CanESM5 [-] 0.700 0.588 0.825 0.947 0.886
CESM2 [-] 0.619 0.559 0.951 0.888 0.920
GFDL-ESM4 [-] 0.646 0.590 0.942 0.935 0.938
IPSL-CM6A-LR [-] 0.741 0.608 0.890 0.841 0.866
MeanCMIP6 [-] 0.551 0.631 0.905 0.919 0.912
MIROC-ESM2L [-] 0.923 0.613 0.752 0.728 0.740
MPI-ESM1.2-HR [-] 0.646 0.558 0.739 0.828 0.784
NorESM2-LM [-] 0.768 0.626 0.934 0.907 0.920
UKESM1-0-LL [-] 0.608 0.686 0.866 0.885 0.876
Download Data
Precipitation|GPCPv2.3 Hellinger Distance [1]
SurfaceAirTemperature|CRU4.02 Hellinger Distance [1]
Precipitation|GPCPv2.3 Score [1]
SurfaceAirTemperature|CRU4.02 Score [1]
Overall Score [1]
ACCESS-ESM1-5 [-] 0.712 0.669 0.750 0.695 0.723
BCC-CSM2-MR [-] 0.698 0.734 0.813 0.814 0.813
CanESM5 [-] 0.712 0.660 0.780 0.734 0.757
CESM2 [-] 0.696 0.737 0.862 0.862 0.862
GFDL-ESM4 [-] 0.686 0.674 0.808 0.753 0.780
IPSL-CM6A-LR [-] 0.711 0.681 0.794 0.733 0.764
MeanCMIP6 [-] 0.741 0.695 0.816 0.760 0.788
MIROC-ESM2L [-] 0.689 0.585 0.715 0.551 0.633
MPI-ESM1.2-HR [-] 0.523 0.702 0.708 0.714 0.711
NorESM2-LM [-] 0.730 0.758 0.857 0.838 0.848
UKESM1-0-LL [-] 0.681 0.697 0.788 0.749 0.768
Download Data
Precipitation|GPCPv2.3 Hellinger Distance [1]
SurfaceAirTemperature|CRU4.02 Hellinger Distance [1]
Precipitation|GPCPv2.3 Score [1]
SurfaceAirTemperature|CRU4.02 Score [1]
Overall Score [1]
ACCESS-ESM1-5 [-] 0.614 0.713 0.687 0.628 0.657
BCC-CSM2-MR [-] 0.565 0.645 0.624 0.572 0.598
CanESM5 [-] 0.662 0.591 0.671 0.586 0.628
CESM2 [-] 0.594 0.536 0.617 0.537 0.577
GFDL-ESM4 [-] 0.673 0.765 0.726 0.640 0.683
IPSL-CM6A-LR [-] 0.686 0.676 0.699 0.585 0.642
MeanCMIP6 [-] 0.635 0.703 0.691 0.607 0.649
MIROC-ESM2L [-] 0.716 0.721 0.754 0.645 0.700
MPI-ESM1.2-HR [-] 0.629 0.728 0.698 0.575 0.636
NorESM2-LM [-] 0.557 0.727 0.588 0.517 0.553
UKESM1-0-LL [-] 0.656 0.690 0.715 0.711 0.713
Download Data
Precipitation|GPCPv2.3 Hellinger Distance [1]
SurfaceAirTemperature|CRU4.02 Hellinger Distance [1]
Precipitation|GPCPv2.3 Score [1]
SurfaceAirTemperature|CRU4.02 Score [1]
Overall Score [1]
ACCESS-ESM1-5 [-] 0.529 0.512 0.618 0.477 0.548
BCC-CSM2-MR [-] 0.565 0.649 0.743 0.652 0.698
CanESM5 [-] 0.551 0.593 0.654 0.614 0.634
CESM2 [-] 0.628 0.750 0.771 0.755 0.763
GFDL-ESM4 [-] 0.474 0.529 0.690 0.559 0.625
IPSL-CM6A-LR [-] 0.542 0.589 0.609 0.565 0.587
MeanCMIP6 [-] 0.530 0.599 0.712 0.628 0.670
MIROC-ESM2L [-] 0.563 0.560 0.610 0.474 0.542
MPI-ESM1.2-HR [-] 0.494 0.651 0.672 0.693 0.682
NorESM2-LM [-] 0.602 0.733 0.735 0.737 0.736
UKESM1-0-LL [-] 0.579 0.627 0.702 0.664 0.683

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
ACCESS-ESM1-5
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