Mean State

Download Data
Period Mean (original grids) [%]
Model Period Mean (intersection) [%]
Benchmark Period Mean (intersection) [%]
Model Period Mean (complement) [%]
Benchmark Period Mean (complement) [%]
Bias [%]
RMSE [%]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 73.0
CanESM5 [-] 82.7 82.1 72.6 83.4 9.52 14.1 2.50 0.0873 0.262 0.566 0.793 0.394
E3SMv3 default 0051 [-] 73.1 73.1 55.0 94.8 18.1 19.8 1.96 0.122 0.410 0.676 0.829 0.490
E3SMv3 default 0111 [-] 73.0 73.0 55.0 94.8 18.0 19.6 1.73 0.122 0.418 0.716 0.830 0.501
E3SMv3 default 0161 [-] 73.1 73.1 55.0 94.8 18.1 19.7 1.91 0.122 0.429 0.685 0.830 0.499
E3SMv3 default 0281 [-] 73.2 73.2 55.0 94.8 18.2 19.8 1.85 0.119 0.420 0.694 0.837 0.498
E3SMv3 default 0311 [-] 73.2 73.2 55.0 94.8 18.2 19.8 1.82 0.120 0.426 0.705 0.831 0.502
E3SMv3 highECS 0051 [-] 74.9 74.9 55.0 94.8 19.9 21.3 1.82 0.104 0.433 0.697 0.872 0.508
E3SMv3 highECS 0111 [-] 74.8 74.8 55.0 94.8 19.7 21.1 1.85 0.105 0.432 0.696 0.867 0.506
E3SMv3 highECS 0161 [-] 74.8 74.8 55.0 94.8 19.8 21.1 1.77 0.105 0.443 0.709 0.868 0.514
E3SMv3 highECS 0281 [-] 74.6 74.6 55.0 94.8 19.6 21.0 1.65 0.106 0.434 0.731 0.859 0.513
E3SMv3 highECS 0311 [-] 74.9 74.9 55.0 94.8 19.9 21.2 1.93 0.103 0.428 0.681 0.873 0.503
E3SMv3 lowECS 0051 [-] 77.4 77.4 55.0 94.8 22.4 23.5 1.64 0.0754 0.461 0.744 0.908 0.530
E3SMv3 lowECS 0111 [-] 77.2 77.2 55.0 94.8 22.2 23.3 1.63 0.0772 0.452 0.743 0.904 0.526
E3SMv3 lowECS 0161 [-] 77.1 77.1 55.0 94.8 22.1 23.2 1.56 0.0782 0.455 0.756 0.895 0.528
E3SMv3 lowECS 0281 [-] 77.3 77.3 55.0 94.8 22.3 23.4 1.67 0.0764 0.453 0.735 0.905 0.525
E3SMv3 lowECS 0311 [-] 77.0 77.0 55.0 94.8 22.0 23.2 1.65 0.0789 0.444 0.733 0.904 0.521
IPSL-CM6A-LR [-] 76.2 75.8 72.8 83.5 3.02 18.4 2.74 0.0467 0.266 0.528 0.512 0.324
MIROC-ES2L [-] 76.8 76.3 72.6 83.4 3.71 18.9 2.75 0.0496 0.452 0.475 0.608 0.408
NorESM2-LM [-] 70.1 69.6 72.8 83.5 -3.19 13.9 1.84 0.149 0.354 0.711 0.774 0.468
UKESM1-0-LL [-] 70.0 69.4 72.7 84.4 -3.31 15.2 2.66 0.114 0.369 0.483 0.715 0.410
Download Data
Period Mean (original grids) [%]
Model Period Mean (intersection) [%]
Benchmark Period Mean (intersection) [%]
Model Period Mean (complement) [%]
Benchmark Period Mean (complement) [%]
Bias [%]
RMSE [%]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 85.3
CanESM5 [-] 92.2 92.1 85.3 6.89 10.7 1.98 0.0856 0.466 0.705 0.0327 0.351
E3SMv3 default 0051 [-] 86.3 86.3 66.6 94.4 19.6 21.8 2.29 0.00132 0.491 0.646 0.421 0.410
E3SMv3 default 0111 [-] 86.1 86.1 66.6 94.4 19.4 21.6 2.20 0.00131 0.473 0.658 0.419 0.405
E3SMv3 default 0161 [-] 86.2 86.2 66.6 94.4 19.6 21.7 2.24 0.00138 0.483 0.648 0.429 0.409
E3SMv3 default 0281 [-] 85.9 85.9 66.6 94.4 19.2 21.5 2.18 0.00161 0.471 0.659 0.447 0.410
E3SMv3 default 0311 [-] 85.9 85.9 66.6 94.4 19.3 21.5 2.13 0.00154 0.452 0.666 0.441 0.402
E3SMv3 highECS 0051 [-] 86.2 86.2 66.6 94.4 19.6 21.7 2.16 0.00173 0.488 0.662 0.491 0.426
E3SMv3 highECS 0111 [-] 86.1 86.1 66.6 94.4 19.5 21.7 2.00 0.00180 0.479 0.701 0.492 0.431
E3SMv3 highECS 0161 [-] 86.1 86.1 66.6 94.4 19.5 21.7 1.95 0.00189 0.488 0.702 0.504 0.437
E3SMv3 highECS 0281 [-] 86.3 86.3 66.6 94.4 19.7 21.9 2.13 0.00170 0.489 0.670 0.492 0.428
E3SMv3 highECS 0311 [-] 86.2 86.2 66.6 94.4 19.6 21.8 2.03 0.00172 0.504 0.689 0.491 0.438
E3SMv3 lowECS 0051 [-] 87.0 87.0 66.6 94.4 20.4 22.5 2.48 0.00132 0.419 0.600 0.497 0.387
E3SMv3 lowECS 0111 [-] 86.8 86.8 66.6 94.4 20.2 22.4 2.59 0.00137 0.432 0.580 0.499 0.389
E3SMv3 lowECS 0161 [-] 86.8 86.8 66.6 94.4 20.2 22.3 2.54 0.00147 0.436 0.590 0.512 0.395
E3SMv3 lowECS 0281 [-] 87.0 87.0 66.6 94.4 20.3 22.5 2.49 0.00142 0.428 0.599 0.505 0.392
E3SMv3 lowECS 0311 [-] 86.8 86.8 66.6 94.4 20.2 22.3 2.66 0.00150 0.419 0.569 0.516 0.385
IPSL-CM6A-LR [-] 81.8 81.7 85.3 -3.52 16.3 1.89 0.000599 0.443 0.726 0.173 0.357
MIROC-ES2L [-] 84.3 84.2 85.3 -1.04 16.1 2.79 0.00156 0.318 0.530 0.322 0.298
NorESM2-LM [-] 80.5 80.5 85.3 -4.71 16.0 2.21 0.00111 0.419 0.658 0.0923 0.318
UKESM1-0-LL [-] 76.9 76.9 85.3 -8.31 18.5 2.18 0.00347 0.382 0.658 0.212 0.328
Download Data
Period Mean (original grids) [%]
Model Period Mean (intersection) [%]
Benchmark Period Mean (intersection) [%]
Model Period Mean (complement) [%]
Benchmark Period Mean (complement) [%]
Bias [%]
RMSE [%]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 62.5
CanESM5 [-] 71.9 71.9 62.6 54.5 9.30 16.0 1.67 0.309 0.444 0.743 0.901 0.568
E3SMv3 default 0051 [-] 72.5 72.5 60.1 92.7 12.4 15.5 1.64 0.313 0.525 0.726 0.944 0.607
E3SMv3 default 0111 [-] 72.6 72.6 60.1 92.7 12.5 15.5 1.59 0.311 0.528 0.734 0.942 0.609
E3SMv3 default 0161 [-] 72.5 72.5 60.1 92.7 12.4 15.5 1.63 0.313 0.528 0.728 0.944 0.608
E3SMv3 default 0281 [-] 72.4 72.4 60.1 92.7 12.3 15.5 1.59 0.314 0.525 0.732 0.943 0.608
E3SMv3 default 0311 [-] 72.5 72.5 60.1 92.7 12.4 15.5 1.65 0.312 0.522 0.723 0.943 0.604
E3SMv3 highECS 0051 [-] 72.5 72.5 60.1 92.7 12.5 15.6 1.62 0.321 0.528 0.725 0.934 0.607
E3SMv3 highECS 0111 [-] 72.6 72.6 60.1 92.7 12.5 15.6 1.60 0.319 0.530 0.731 0.935 0.609
E3SMv3 highECS 0161 [-] 72.5 72.5 60.1 92.7 12.4 15.6 1.59 0.321 0.524 0.733 0.933 0.607
E3SMv3 highECS 0281 [-] 72.4 72.4 60.1 92.7 12.3 15.5 1.62 0.321 0.527 0.727 0.938 0.608
E3SMv3 highECS 0311 [-] 72.6 72.6 60.1 92.7 12.5 15.6 1.61 0.320 0.530 0.729 0.933 0.608
E3SMv3 lowECS 0051 [-] 74.4 74.4 60.1 92.7 14.3 17.0 1.61 0.284 0.522 0.729 0.912 0.594
E3SMv3 lowECS 0111 [-] 74.4 74.4 60.1 92.7 14.3 17.0 1.63 0.283 0.519 0.727 0.911 0.592
E3SMv3 lowECS 0161 [-] 74.2 74.2 60.1 92.7 14.2 16.9 1.60 0.284 0.520 0.728 0.916 0.594
E3SMv3 lowECS 0281 [-] 74.3 74.3 60.1 92.7 14.2 17.0 1.64 0.284 0.520 0.721 0.912 0.591
E3SMv3 lowECS 0311 [-] 74.2 74.2 60.1 92.7 14.2 16.9 1.64 0.284 0.517 0.723 0.914 0.591
IPSL-CM6A-LR [-] 72.1 72.1 62.6 50.9 9.54 15.4 1.85 0.307 0.480 0.685 0.940 0.578
MIROC-ES2L [-] 70.1 70.1 62.6 54.5 7.56 15.5 1.86 0.302 0.508 0.669 0.983 0.594
NorESM2-LM [-] 68.7 68.7 62.6 50.9 6.10 13.7 1.86 0.350 0.478 0.675 0.990 0.594
UKESM1-0-LL [-] 71.0 71.0 62.6 51.7 8.47 15.3 1.79 0.297 0.522 0.684 0.975 0.600
Download Data
Period Mean (original grids) [%]
Model Period Mean (intersection) [%]
Benchmark Period Mean (intersection) [%]
Model Period Mean (complement) [%]
Benchmark Period Mean (complement) [%]
Bias [%]
RMSE [%]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 84.1
CanESM5 [-] 87.7 87.7 84.0 91.1 3.75 8.73 2.40 0.563 0.530 0.617 0.785 0.605
E3SMv3 default 0051 [-] 87.6 87.6 76.4 94.7 11.2 14.0 1.75 0.542 0.619 0.758 0.699 0.648
E3SMv3 default 0111 [-] 87.6 87.6 76.4 94.7 11.2 14.1 1.76 0.541 0.618 0.752 0.691 0.644
E3SMv3 default 0161 [-] 87.6 87.6 76.4 94.7 11.2 14.1 1.75 0.541 0.620 0.757 0.692 0.646
E3SMv3 default 0281 [-] 87.5 87.5 76.4 94.7 11.1 14.0 1.75 0.544 0.620 0.757 0.705 0.649
E3SMv3 default 0311 [-] 87.7 87.7 76.4 94.7 11.3 14.1 1.78 0.538 0.619 0.752 0.681 0.642
E3SMv3 highECS 0051 [-] 86.8 86.8 76.4 94.7 10.4 13.6 1.80 0.572 0.618 0.746 0.686 0.648
E3SMv3 highECS 0111 [-] 87.0 87.0 76.4 94.7 10.6 13.7 1.81 0.567 0.616 0.745 0.679 0.644
E3SMv3 highECS 0161 [-] 87.0 87.0 76.4 94.7 10.5 13.7 1.79 0.567 0.616 0.749 0.687 0.647
E3SMv3 highECS 0281 [-] 86.9 86.9 76.4 94.7 10.5 13.6 1.80 0.568 0.617 0.748 0.697 0.649
E3SMv3 highECS 0311 [-] 86.9 86.9 76.4 94.7 10.5 13.6 1.79 0.570 0.618 0.748 0.700 0.651
E3SMv3 lowECS 0051 [-] 88.2 88.2 76.4 94.7 11.8 14.5 1.75 0.518 0.621 0.756 0.677 0.638
E3SMv3 lowECS 0111 [-] 88.3 88.3 76.4 94.7 11.9 14.5 1.72 0.516 0.619 0.762 0.667 0.637
E3SMv3 lowECS 0161 [-] 88.3 88.3 76.4 94.7 11.9 14.5 1.75 0.515 0.620 0.756 0.684 0.639
E3SMv3 lowECS 0281 [-] 88.2 88.2 76.4 94.7 11.8 14.4 1.75 0.516 0.623 0.754 0.682 0.640
E3SMv3 lowECS 0311 [-] 88.3 88.3 76.4 94.7 11.9 14.5 1.73 0.514 0.619 0.760 0.670 0.637
IPSL-CM6A-LR [-] 87.7 87.7 84.0 90.3 3.63 10.9 2.49 0.366 0.598 0.612 0.656 0.566
MIROC-ES2L [-] 88.5 88.5 84.0 91.1 4.49 13.1 2.14 0.318 0.577 0.677 0.944 0.619
NorESM2-LM [-] 87.1 87.1 84.0 90.3 3.10 13.4 2.29 0.337 0.525 0.644 0.970 0.600
UKESM1-0-LL [-] 88.6 88.6 84.0 92.0 4.55 13.5 2.49 0.312 0.570 0.612 0.896 0.592
Download Data
Period Mean (original grids) [%]
Model Period Mean (intersection) [%]
Benchmark Period Mean (intersection) [%]
Model Period Mean (complement) [%]
Benchmark Period Mean (complement) [%]
Bias [%]
RMSE [%]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 64.8
CanESM5 [-] 72.8 72.8 64.8 7.98 17.5 1.71 0.144 0.0783 0.751 0.919 0.394
E3SMv3 default 0051 [-] 81.9 81.9 63.7 93.3 18.2 19.9 1.42 0.0266 0.260 0.807 0.965 0.464
E3SMv3 default 0111 [-] 81.7 81.7 63.7 93.3 18.0 19.8 1.17 0.0278 0.268 0.861 0.966 0.478
E3SMv3 default 0161 [-] 81.9 81.9 63.7 93.3 18.2 19.9 1.35 0.0261 0.262 0.814 0.965 0.466
E3SMv3 default 0281 [-] 81.9 81.9 63.7 93.3 18.2 20.0 1.18 0.0281 0.266 0.852 0.964 0.475
E3SMv3 default 0311 [-] 81.7 81.7 63.7 93.3 18.0 19.8 1.59 0.0274 0.257 0.777 0.962 0.456
E3SMv3 highECS 0051 [-] 81.8 81.8 63.7 93.3 18.1 19.9 1.41 0.0303 0.257 0.803 0.959 0.461
E3SMv3 highECS 0111 [-] 82.3 82.3 63.7 93.3 18.6 20.3 1.25 0.0246 0.280 0.834 0.973 0.478
E3SMv3 highECS 0161 [-] 81.7 81.7 63.7 93.3 18.0 19.8 1.30 0.0289 0.242 0.834 0.965 0.462
E3SMv3 highECS 0281 [-] 81.7 81.7 63.7 93.3 18.0 19.8 1.43 0.0298 0.248 0.797 0.963 0.457
E3SMv3 highECS 0311 [-] 82.1 82.1 63.7 93.3 18.4 20.1 1.36 0.0260 0.261 0.822 0.972 0.468
E3SMv3 lowECS 0051 [-] 80.7 80.7 63.7 93.3 17.0 19.2 1.45 0.0275 0.198 0.794 0.975 0.439
E3SMv3 lowECS 0111 [-] 80.9 80.9 63.7 93.3 17.2 19.3 1.42 0.0264 0.200 0.801 0.980 0.442
E3SMv3 lowECS 0161 [-] 80.6 80.6 63.7 93.3 16.9 19.2 1.22 0.0295 0.199 0.840 0.970 0.448
E3SMv3 lowECS 0281 [-] 80.7 80.7 63.7 93.3 17.0 19.2 1.58 0.0278 0.205 0.768 0.974 0.436
E3SMv3 lowECS 0311 [-] 80.3 80.3 63.7 93.3 16.6 19.0 1.52 0.0312 0.183 0.788 0.971 0.431
IPSL-CM6A-LR [-] 81.2 81.2 64.8 16.4 19.6 1.62 0.0245 0.212 0.767 0.900 0.423
MIROC-ES2L [-] 84.4 84.4 64.8 19.6 22.8 1.58 0.0211 0.211 0.770 0.985 0.439
NorESM2-LM [-] 76.3 76.3 64.8 11.5 15.9 1.37 0.0532 0.123 0.805 0.739 0.368
UKESM1-0-LL [-] 76.5 76.5 64.8 11.8 15.8 1.54 0.103 0.244 0.774 0.972 0.467
Download Data
Period Mean (original grids) [%]
Model Period Mean (intersection) [%]
Benchmark Period Mean (intersection) [%]
Model Period Mean (complement) [%]
Benchmark Period Mean (complement) [%]
Bias [%]
RMSE [%]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 77.9
CanESM5 [-] 82.3 82.3 77.9 76.6 4.40 10.1 2.46 0.426 0.550 0.590 0.821 0.587
E3SMv3 default 0051 [-] 78.0 78.0 66.1 94.6 11.9 15.0 1.25 0.507 0.642 0.846 0.885 0.704
E3SMv3 default 0111 [-] 78.2 78.2 66.1 94.6 12.0 15.2 1.24 0.504 0.639 0.846 0.882 0.702
E3SMv3 default 0161 [-] 78.0 78.0 66.1 94.6 11.9 15.0 1.25 0.507 0.642 0.848 0.889 0.706
E3SMv3 default 0281 [-] 78.0 78.0 66.1 94.6 11.9 15.0 1.25 0.510 0.640 0.846 0.884 0.704
E3SMv3 default 0311 [-] 78.2 78.2 66.1 94.6 12.1 15.2 1.27 0.503 0.638 0.842 0.879 0.700
E3SMv3 highECS 0051 [-] 77.5 77.5 66.1 94.6 11.4 14.7 1.27 0.529 0.641 0.843 0.868 0.705
E3SMv3 highECS 0111 [-] 77.6 77.6 66.1 94.6 11.5 14.8 1.27 0.526 0.638 0.843 0.872 0.703
E3SMv3 highECS 0161 [-] 77.6 77.6 66.1 94.6 11.4 14.8 1.25 0.528 0.638 0.843 0.870 0.704
E3SMv3 highECS 0281 [-] 77.5 77.5 66.1 94.6 11.4 14.7 1.28 0.527 0.640 0.840 0.876 0.705
E3SMv3 highECS 0311 [-] 77.4 77.4 66.1 94.6 11.2 14.6 1.22 0.533 0.642 0.848 0.882 0.710
E3SMv3 lowECS 0051 [-] 79.0 79.0 66.1 94.6 12.9 15.8 1.27 0.478 0.643 0.844 0.875 0.697
E3SMv3 lowECS 0111 [-] 79.1 79.1 66.1 94.6 13.0 15.9 1.28 0.476 0.639 0.845 0.867 0.693
E3SMv3 lowECS 0161 [-] 79.0 79.0 66.1 94.6 12.9 15.8 1.25 0.476 0.641 0.846 0.873 0.696
E3SMv3 lowECS 0281 [-] 78.9 78.9 66.1 94.6 12.8 15.7 1.25 0.479 0.643 0.845 0.877 0.697
E3SMv3 lowECS 0311 [-] 79.0 79.0 66.1 94.6 12.9 15.8 1.27 0.476 0.639 0.844 0.876 0.695
IPSL-CM6A-LR [-] 80.3 80.3 77.9 76.0 2.39 13.9 2.71 0.267 0.618 0.514 0.638 0.531
MIROC-ES2L [-] 78.5 78.5 77.9 76.6 0.558 13.5 2.68 0.279 0.625 0.525 0.827 0.576
NorESM2-LM [-] 75.0 75.0 77.9 76.0 -2.94 14.0 3.02 0.331 0.563 0.464 0.856 0.555
UKESM1-0-LL [-] 78.2 78.2 77.9 78.3 0.324 14.8 3.03 0.275 0.611 0.455 0.779 0.546

Temporally integrated period mean

BENCHMARK MEAN
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MODEL MEAN
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BIAS
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BIAS SCORE
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RMSE
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RMSE SCORE
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BENCHMARK MAX MONTH
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MODEL MAX MONTH
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DIFFERENCE IN MAX MONTH
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SEASONAL CYCLE SCORE
Data not available
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SPATIAL TAYLOR DIAGRAM
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MODEL COLORS
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Spatially integrated regional mean

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

Benchmark
Data not available
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CanESM5
Data not available
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E3SMv3 default 0051
Data not available
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E3SMv3 default 0111
Data not available
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E3SMv3 default 0161
Data not available
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E3SMv3 default 0281
Data not available
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E3SMv3 default 0311
Data not available
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E3SMv3 highECS 0051
Data not available
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E3SMv3 highECS 0111
Data not available
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E3SMv3 highECS 0161
Data not available
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E3SMv3 highECS 0281
Data not available
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E3SMv3 highECS 0311
Data not available
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E3SMv3 lowECS 0051
Data not available
Data not available
E3SMv3 lowECS 0111
Data not available
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E3SMv3 lowECS 0161
Data not available
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E3SMv3 lowECS 0281
Data not available
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E3SMv3 lowECS 0311
Data not available
Data not available
IPSL-CM6A-LR
Data not available
Data not available
MIROC-ES2L
Data not available
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NorESM2-LM
Data not available
Data not available
UKESM1-0-LL
Data not available
Data not available

Data Information

  Title:
CRU time series (TS) high-resolution gridded datasets

  Version:
4.03

  Institutions:
Climatic Research Unit, School of Environmental Sciences, University of East Anglia, UK

  Source:
monthly observations at meteorological stations across the world land areas

  History:
2019-09-10: downloaded source from https://crudata.uea.ac.uk/cru/data/hrg/cru_ts_4.03/
2019-11-15: estimate saturated vapor pressure using temperature
2019-11-15: calculate relative humidity using saturated vapor pressure and vapor pressure
2019-11-15: converted to ILAMB required netCDF with https://github.com/mmu2019/Datasets/blob/master/read-rhums-cru.py

  References:
Harris, I., P.D. Jones, T.J. Osborn and D.H. Lister (2014), Updated high-resolution grids of monthly climatic observations - the CRU TS3.10 Dataset, International Journal of Climatology, 34(3), 623-642, doi:10.1002/joc.3711

WMO CIMO Guide (2008), ANNEX 4.B. FORMULAE FOR THE COMPUTATION OF MEASURES OF HUMIDITY, MEASUREMENT OF HUMIDITY, Chapter 4, 163, https://library.wmo.int/doc_num.php?explnum_id=3151

  Comments:
time_period: 1980-01 through 2018-12
original_temporal_resolution: monthly
original_spatial_resolution: 0.5 degree
original_units: hPa
final_temporal_resolution: monthly
final_spatial_resolution: 0.5 degree
final_units: %

  Convention:
CF-1.7