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 [-] 81.3
CanESM5 [-] 82.7 82.1 81.0 88.0 1.17 7.82 2.54 0.218 0.352 0.573 0.988 0.497
E3SMv3 default 0051 [-] 73.1 73.1 69.9 94.9 3.14 8.35 2.01 0.469 0.489 0.672 0.918 0.607
E3SMv3 default 0111 [-] 73.0 73.0 69.9 94.9 3.05 8.09 1.78 0.475 0.498 0.711 0.919 0.620
E3SMv3 default 0161 [-] 73.1 73.1 69.9 94.9 3.20 8.18 1.97 0.465 0.506 0.677 0.919 0.615
E3SMv3 default 0281 [-] 73.2 73.2 69.9 94.9 3.30 8.30 1.90 0.467 0.494 0.691 0.924 0.614
E3SMv3 default 0311 [-] 73.2 73.2 69.9 94.9 3.27 8.29 1.86 0.465 0.502 0.701 0.920 0.618
E3SMv3 highECS 0051 [-] 74.9 74.9 69.9 94.9 5.00 8.97 1.88 0.413 0.507 0.690 0.949 0.613
E3SMv3 highECS 0111 [-] 74.8 74.8 69.9 94.9 4.81 8.75 1.89 0.420 0.507 0.692 0.946 0.615
E3SMv3 highECS 0161 [-] 74.8 74.8 69.9 94.9 4.88 8.76 1.83 0.418 0.514 0.701 0.946 0.619
E3SMv3 highECS 0281 [-] 74.6 74.6 69.9 94.9 4.69 8.69 1.72 0.424 0.510 0.725 0.940 0.622
E3SMv3 highECS 0311 [-] 74.9 74.9 69.9 94.9 4.94 8.87 1.98 0.418 0.505 0.678 0.950 0.611
E3SMv3 lowECS 0051 [-] 77.4 77.4 69.9 94.9 7.49 10.1 1.64 0.343 0.535 0.743 0.972 0.626
E3SMv3 lowECS 0111 [-] 77.2 77.2 69.9 94.9 7.23 10.0 1.65 0.350 0.527 0.741 0.970 0.623
E3SMv3 lowECS 0161 [-] 77.1 77.1 69.9 94.9 7.12 9.94 1.58 0.357 0.532 0.755 0.964 0.628
E3SMv3 lowECS 0281 [-] 77.3 77.3 69.9 94.9 7.33 10.1 1.69 0.348 0.529 0.733 0.971 0.622
E3SMv3 lowECS 0311 [-] 77.0 77.0 69.9 94.9 7.06 9.98 1.68 0.358 0.523 0.729 0.970 0.621
IPSL-CM6A-LR [-] 76.2 75.8 81.1 88.0 -5.29 12.2 2.75 0.237 0.361 0.539 0.804 0.460
MIROC-ES2L [-] 76.8 76.3 81.0 88.0 -4.65 12.8 2.70 0.173 0.517 0.511 0.888 0.521
NorESM2-LM [-] 70.1 69.6 81.1 88.0 -11.5 13.4 1.85 0.177 0.429 0.717 0.982 0.547
UKESM1-0-LL [-] 70.0 69.4 81.0 88.6 -11.6 13.4 2.70 0.214 0.458 0.502 0.957 0.518
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 [-] 91.0
CanESM5 [-] 92.2 92.1 91.0 1.12 4.97 1.98 0.101 0.510 0.700 0.148 0.394
E3SMv3 default 0051 [-] 86.3 86.3 83.4 94.8 2.83 6.24 2.30 0.280 0.528 0.645 0.708 0.538
E3SMv3 default 0111 [-] 86.1 86.1 83.4 94.8 2.64 6.19 2.15 0.286 0.520 0.668 0.705 0.540
E3SMv3 default 0161 [-] 86.2 86.2 83.4 94.8 2.80 6.28 2.27 0.281 0.522 0.641 0.717 0.537
E3SMv3 default 0281 [-] 85.9 85.9 83.4 94.8 2.45 6.18 2.15 0.288 0.513 0.665 0.738 0.544
E3SMv3 default 0311 [-] 85.9 85.9 83.4 94.8 2.46 6.19 2.12 0.289 0.500 0.670 0.731 0.538
E3SMv3 highECS 0051 [-] 86.2 86.2 83.4 94.8 2.76 6.35 2.14 0.274 0.537 0.668 0.786 0.561
E3SMv3 highECS 0111 [-] 86.1 86.1 83.4 94.8 2.71 6.32 2.03 0.275 0.533 0.696 0.787 0.565
E3SMv3 highECS 0161 [-] 86.1 86.1 83.4 94.8 2.66 6.32 1.98 0.274 0.544 0.694 0.799 0.571
E3SMv3 highECS 0281 [-] 86.3 86.3 83.4 94.8 2.90 6.40 2.16 0.271 0.537 0.664 0.787 0.559
E3SMv3 highECS 0311 [-] 86.2 86.2 83.4 94.8 2.78 6.34 2.08 0.273 0.551 0.680 0.785 0.568
E3SMv3 lowECS 0051 [-] 87.0 87.0 83.4 94.8 3.56 6.99 2.30 0.245 0.458 0.642 0.792 0.519
E3SMv3 lowECS 0111 [-] 86.8 86.8 83.4 94.8 3.40 6.87 2.43 0.245 0.474 0.618 0.794 0.521
E3SMv3 lowECS 0161 [-] 86.8 86.8 83.4 94.8 3.37 6.86 2.38 0.247 0.476 0.629 0.807 0.527
E3SMv3 lowECS 0281 [-] 87.0 87.0 83.4 94.8 3.53 6.94 2.34 0.244 0.469 0.631 0.801 0.523
E3SMv3 lowECS 0311 [-] 86.8 86.8 83.4 94.8 3.38 6.91 2.48 0.247 0.465 0.610 0.811 0.520
IPSL-CM6A-LR [-] 81.8 81.7 91.0 -9.30 11.7 1.88 0.0932 0.475 0.727 0.604 0.475
MIROC-ES2L [-] 84.3 84.2 91.0 -6.82 11.0 2.81 0.0731 0.349 0.527 0.867 0.433
NorESM2-LM [-] 80.5 80.5 91.0 -10.5 12.0 2.24 0.0948 0.459 0.653 0.373 0.408
UKESM1-0-LL [-] 76.9 76.9 91.0 -14.1 15.4 2.20 0.0753 0.431 0.658 0.692 0.457
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 [-] 68.9
CanESM5 [-] 71.9 71.9 69.0 61.6 2.85 12.2 1.55 0.384 0.484 0.771 0.955 0.616
E3SMv3 default 0051 [-] 72.5 72.5 67.0 93.5 5.47 11.8 1.67 0.440 0.514 0.731 0.979 0.636
E3SMv3 default 0111 [-] 72.6 72.6 67.0 93.5 5.57 11.7 1.61 0.440 0.519 0.742 0.978 0.640
E3SMv3 default 0161 [-] 72.5 72.5 67.0 93.5 5.50 11.8 1.66 0.439 0.516 0.731 0.979 0.636
E3SMv3 default 0281 [-] 72.4 72.4 67.0 93.5 5.43 11.8 1.62 0.442 0.514 0.738 0.979 0.638
E3SMv3 default 0311 [-] 72.5 72.5 67.0 93.5 5.52 11.8 1.70 0.440 0.513 0.724 0.979 0.634
E3SMv3 highECS 0051 [-] 72.5 72.5 67.0 93.5 5.54 11.7 1.64 0.442 0.522 0.732 0.974 0.639
E3SMv3 highECS 0111 [-] 72.6 72.6 67.0 93.5 5.57 11.6 1.63 0.444 0.528 0.737 0.975 0.642
E3SMv3 highECS 0161 [-] 72.5 72.5 67.0 93.5 5.52 11.7 1.63 0.442 0.518 0.737 0.974 0.638
E3SMv3 highECS 0281 [-] 72.4 72.4 67.0 93.5 5.43 11.6 1.64 0.443 0.522 0.733 0.976 0.639
E3SMv3 highECS 0311 [-] 72.6 72.6 67.0 93.5 5.57 11.7 1.63 0.444 0.523 0.735 0.974 0.640
E3SMv3 lowECS 0051 [-] 74.4 74.4 67.0 93.5 7.39 12.4 1.60 0.404 0.519 0.740 0.961 0.629
E3SMv3 lowECS 0111 [-] 74.4 74.4 67.0 93.5 7.39 12.4 1.62 0.405 0.516 0.737 0.961 0.627
E3SMv3 lowECS 0161 [-] 74.2 74.2 67.0 93.5 7.26 12.4 1.58 0.405 0.516 0.743 0.964 0.629
E3SMv3 lowECS 0281 [-] 74.3 74.3 67.0 93.5 7.32 12.4 1.62 0.407 0.517 0.734 0.961 0.627
E3SMv3 lowECS 0311 [-] 74.2 74.2 67.0 93.5 7.27 12.5 1.63 0.404 0.512 0.734 0.963 0.625
IPSL-CM6A-LR [-] 72.1 72.1 69.0 58.5 3.09 13.0 1.85 0.404 0.444 0.695 0.977 0.593
MIROC-ES2L [-] 70.1 70.1 69.0 61.6 1.11 13.5 1.90 0.361 0.495 0.675 0.985 0.602
NorESM2-LM [-] 68.7 68.7 69.0 58.5 -0.348 12.7 1.84 0.371 0.496 0.693 0.977 0.607
UKESM1-0-LL [-] 71.0 71.0 69.0 58.9 2.02 14.1 1.94 0.371 0.484 0.669 0.934 0.588
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 [-] 83.9
CanESM5 [-] 87.7 87.7 83.8 92.7 3.95 7.96 2.34 0.551 0.591 0.630 0.727 0.618
E3SMv3 default 0051 [-] 87.6 87.6 76.1 94.8 11.5 15.2 2.00 0.519 0.557 0.714 0.624 0.594
E3SMv3 default 0111 [-] 87.6 87.6 76.1 94.8 11.5 15.2 2.00 0.517 0.558 0.714 0.617 0.593
E3SMv3 default 0161 [-] 87.6 87.6 76.1 94.8 11.5 15.2 2.00 0.517 0.558 0.714 0.617 0.593
E3SMv3 default 0281 [-] 87.5 87.5 76.1 94.8 11.4 15.2 2.00 0.523 0.556 0.715 0.631 0.596
E3SMv3 default 0311 [-] 87.7 87.7 76.1 94.8 11.6 15.2 2.04 0.514 0.560 0.707 0.607 0.590
E3SMv3 highECS 0051 [-] 86.8 86.8 76.1 94.8 10.8 14.7 2.06 0.548 0.563 0.702 0.611 0.597
E3SMv3 highECS 0111 [-] 87.0 87.0 76.1 94.8 10.9 14.8 2.07 0.542 0.564 0.700 0.605 0.595
E3SMv3 highECS 0161 [-] 87.0 87.0 76.1 94.8 10.9 14.8 2.07 0.544 0.560 0.701 0.613 0.595
E3SMv3 highECS 0281 [-] 86.9 86.9 76.1 94.8 10.8 14.8 2.06 0.544 0.561 0.702 0.622 0.598
E3SMv3 highECS 0311 [-] 86.9 86.9 76.1 94.8 10.8 14.8 2.05 0.547 0.559 0.703 0.626 0.599
E3SMv3 lowECS 0051 [-] 88.2 88.2 76.1 94.8 12.1 15.4 1.97 0.498 0.571 0.720 0.603 0.593
E3SMv3 lowECS 0111 [-] 88.3 88.3 76.1 94.8 12.2 15.5 1.96 0.494 0.569 0.721 0.593 0.589
E3SMv3 lowECS 0161 [-] 88.3 88.3 76.1 94.8 12.2 15.5 1.97 0.493 0.569 0.720 0.610 0.592
E3SMv3 lowECS 0281 [-] 88.2 88.2 76.1 94.8 12.1 15.3 1.97 0.495 0.574 0.718 0.607 0.594
E3SMv3 lowECS 0311 [-] 88.3 88.3 76.1 94.8 12.2 15.5 1.93 0.493 0.568 0.726 0.595 0.590
IPSL-CM6A-LR [-] 87.7 87.7 83.8 92.2 3.82 12.2 2.65 0.357 0.469 0.585 0.597 0.495
MIROC-ES2L [-] 88.5 88.5 83.8 92.7 4.69 14.1 2.35 0.291 0.515 0.644 0.905 0.574
NorESM2-LM [-] 87.1 87.1 83.8 92.2 3.29 13.8 2.48 0.305 0.522 0.614 0.939 0.580
UKESM1-0-LL [-] 88.6 88.6 83.8 93.2 4.74 14.6 2.69 0.295 0.490 0.581 0.848 0.541
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 [-] 82.1
CanESM5 [-] 72.8 72.8 82.1 -9.29 16.3 1.65 0.189 0.118 0.769 0.724 0.383
E3SMv3 default 0051 [-] 81.9 81.9 81.6 94.1 0.259 7.28 1.36 0.478 0.334 0.819 0.967 0.586
E3SMv3 default 0111 [-] 81.7 81.7 81.6 94.1 0.124 7.29 1.13 0.467 0.341 0.869 0.968 0.597
E3SMv3 default 0161 [-] 81.9 81.9 81.6 94.1 0.334 7.24 1.27 0.476 0.337 0.827 0.966 0.589
E3SMv3 default 0281 [-] 81.9 81.9 81.6 94.1 0.318 7.36 1.09 0.463 0.339 0.869 0.965 0.595
E3SMv3 default 0311 [-] 81.7 81.7 81.6 94.1 0.103 7.33 1.53 0.482 0.332 0.790 0.964 0.580
E3SMv3 highECS 0051 [-] 81.8 81.8 81.6 94.1 0.204 7.47 1.31 0.468 0.329 0.821 0.960 0.582
E3SMv3 highECS 0111 [-] 82.3 82.3 81.6 94.1 0.739 7.22 1.18 0.474 0.353 0.849 0.975 0.601
E3SMv3 highECS 0161 [-] 81.7 81.7 81.6 94.1 0.110 7.48 1.21 0.473 0.315 0.850 0.967 0.584
E3SMv3 highECS 0281 [-] 81.7 81.7 81.6 94.1 0.135 7.48 1.35 0.467 0.321 0.811 0.964 0.577
E3SMv3 highECS 0311 [-] 82.1 82.1 81.6 94.1 0.494 7.35 1.30 0.474 0.333 0.834 0.973 0.590
E3SMv3 lowECS 0051 [-] 80.7 80.7 81.6 94.1 -0.875 8.38 1.40 0.413 0.267 0.803 0.976 0.545
E3SMv3 lowECS 0111 [-] 80.9 80.9 81.6 94.1 -0.747 8.35 1.38 0.413 0.268 0.808 0.981 0.548
E3SMv3 lowECS 0161 [-] 80.6 80.6 81.6 94.1 -0.965 8.42 1.17 0.411 0.267 0.850 0.972 0.553
E3SMv3 lowECS 0281 [-] 80.7 80.7 81.6 94.1 -0.853 8.30 1.52 0.415 0.273 0.778 0.975 0.543
E3SMv3 lowECS 0311 [-] 80.3 80.3 81.6 94.1 -1.27 8.73 1.47 0.392 0.249 0.796 0.972 0.532
IPSL-CM6A-LR [-] 81.2 81.2 82.1 -0.863 8.59 1.56 0.394 0.277 0.785 0.998 0.546
MIROC-ES2L [-] 84.4 84.4 82.1 2.31 10.9 1.56 0.280 0.261 0.781 0.960 0.508
NorESM2-LM [-] 76.3 76.3 82.1 -5.74 11.3 1.32 0.225 0.177 0.819 0.932 0.466
UKESM1-0-LL [-] 76.5 76.5 82.1 -5.51 10.9 1.57 0.216 0.287 0.779 0.977 0.509
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 [-] 79.4
CanESM5 [-] 82.3 82.3 79.4 81.5 2.90 8.34 2.41 0.440 0.594 0.605 0.856 0.618
E3SMv3 default 0051 [-] 78.0 78.0 68.6 94.7 9.40 14.2 1.54 0.540 0.559 0.796 0.895 0.670
E3SMv3 default 0111 [-] 78.2 78.2 68.6 94.7 9.52 14.2 1.51 0.536 0.560 0.800 0.892 0.670
E3SMv3 default 0161 [-] 78.0 78.0 68.6 94.7 9.34 14.2 1.55 0.540 0.557 0.795 0.899 0.670
E3SMv3 default 0281 [-] 78.0 78.0 68.6 94.7 9.33 14.2 1.54 0.544 0.556 0.798 0.894 0.670
E3SMv3 default 0311 [-] 78.2 78.2 68.6 94.7 9.58 14.3 1.58 0.535 0.560 0.790 0.889 0.667
E3SMv3 highECS 0051 [-] 77.5 77.5 68.6 94.7 8.89 13.7 1.53 0.561 0.571 0.798 0.879 0.676
E3SMv3 highECS 0111 [-] 77.6 77.6 68.6 94.7 8.95 13.8 1.54 0.556 0.571 0.797 0.883 0.676
E3SMv3 highECS 0161 [-] 77.6 77.6 68.6 94.7 8.92 13.8 1.54 0.558 0.566 0.795 0.881 0.673
E3SMv3 highECS 0281 [-] 77.5 77.5 68.6 94.7 8.90 13.8 1.55 0.558 0.570 0.794 0.887 0.676
E3SMv3 highECS 0311 [-] 77.4 77.4 68.6 94.7 8.72 13.8 1.50 0.561 0.565 0.801 0.892 0.677
E3SMv3 lowECS 0051 [-] 79.0 79.0 68.6 94.7 10.4 14.5 1.52 0.513 0.575 0.801 0.885 0.670
E3SMv3 lowECS 0111 [-] 79.1 79.1 68.6 94.7 10.4 14.6 1.52 0.511 0.570 0.802 0.878 0.666
E3SMv3 lowECS 0161 [-] 79.0 79.0 68.6 94.7 10.4 14.6 1.51 0.511 0.570 0.803 0.884 0.668
E3SMv3 lowECS 0281 [-] 78.9 78.9 68.6 94.7 10.3 14.4 1.50 0.515 0.575 0.802 0.887 0.671
E3SMv3 lowECS 0311 [-] 79.0 79.0 68.6 94.7 10.4 14.6 1.52 0.510 0.568 0.800 0.887 0.667
IPSL-CM6A-LR [-] 80.3 80.3 79.4 81.1 0.880 14.0 2.93 0.291 0.475 0.486 0.678 0.481
MIROC-ES2L [-] 78.5 78.5 79.4 81.5 -0.941 13.5 2.87 0.276 0.545 0.504 0.860 0.546
NorESM2-LM [-] 75.0 75.0 79.4 81.1 -4.45 13.8 3.10 0.298 0.564 0.459 0.887 0.554
UKESM1-0-LL [-] 78.2 78.2 79.4 82.9 -1.19 15.0 3.23 0.285 0.504 0.432 0.815 0.508

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
Data not available
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
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MIROC-ES2L
Data not available
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NorESM2-LM
Data not available
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UKESM1-0-LL
Data not available
Data not available

Data Information

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

  Version:
4.02

  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:
2019-05-06: downloaded source from https://crudata.uea.ac.uk/cru/data/hrg/cru_ts_4.02/
2019-05-08: estimate saturated vapor pressure using temperature
2019-05-08: calculate relative humidity using saturated vapor pressure and vapor pressure
2019-05-08: 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 2017-12
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