Mean State

Download Data
Period Mean (original grids) [W m-2]
Model Period Mean (intersection) [W m-2]
Benchmark Period Mean (intersection) [W m-2]
Model Period Mean (complement) [W m-2]
Benchmark Period Mean (complement) [W m-2]
Bias [W m-2]
RMSE [W m-2]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 47.8
CESM3_092H [-] 41.1 40.6 47.8 42.1 -6.96 17.8 2.15 0.357 0.628 0.678 0.771 0.612
CESM3_098bH [-] 36.5 36.0 47.7 36.9 -11.5 19.2 2.02 0.284 0.638 0.710 0.795 0.613
CMIP6_001 [-] 48.7 47.8 47.8 55.3 45.1 0.288 16.4 2.29 0.476 0.594 0.661 0.752 0.616
LE2_001 [-] 48.2 47.3 47.8 55.3 45.1 -0.199 16.7 2.21 0.466 0.581 0.675 0.754 0.611
Download Data
Period Mean (original grids) [W m-2]
Model Period Mean (intersection) [W m-2]
Benchmark Period Mean (intersection) [W m-2]
Model Period Mean (complement) [W m-2]
Benchmark Period Mean (complement) [W m-2]
Bias [W m-2]
RMSE [W m-2]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 55.4
CESM3_092H [-] 48.4 48.6 55.4 55.1 -6.88 16.1 1.06 0.473 0.519 0.886 0.831 0.646
CESM3_098bH [-] 41.4 41.5 55.4 48.0 -13.9 20.2 1.10 0.255 0.493 0.883 0.827 0.590
CMIP6_001 [-] 53.5 53.7 55.4 61.4 73.8 -1.87 16.1 1.31 0.582 0.463 0.839 0.792 0.628
LE2_001 [-] 53.1 53.3 55.4 62.1 73.8 -2.31 16.2 1.33 0.574 0.460 0.841 0.789 0.625
Download Data
Period Mean (original grids) [W m-2]
Model Period Mean (intersection) [W m-2]
Benchmark Period Mean (intersection) [W m-2]
Model Period Mean (complement) [W m-2]
Benchmark Period Mean (complement) [W m-2]
Bias [W m-2]
RMSE [W m-2]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 55.4
CESM3_092H [-] 60.6 60.6 55.4 61.0 68.7 5.89 17.7 1.01 0.472 0.488 0.886 0.701 0.607
CESM3_098bH [-] 56.9 56.9 55.3 58.6 69.4 2.26 16.1 1.06 0.535 0.518 0.879 0.744 0.639
CMIP6_001 [-] 59.2 59.2 55.3 59.7 72.0 4.43 18.4 0.854 0.443 0.476 0.913 0.637 0.589
LE2_001 [-] 58.2 58.3 55.3 58.9 72.0 3.43 17.7 0.964 0.467 0.487 0.894 0.647 0.596
Download Data
Period Mean (original grids) [W m-2]
Model Period Mean (intersection) [W m-2]
Benchmark Period Mean (intersection) [W m-2]
Model Period Mean (complement) [W m-2]
Benchmark Period Mean (complement) [W m-2]
Bias [W m-2]
RMSE [W m-2]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 18.7
CESM3_092H [-] 6.41 6.32 18.8 7.49 -12.3 15.2 0.368 0.291 0.663 0.975 0.855 0.690
CESM3_098bH [-] 5.55 5.47 18.7 6.56 -13.0 15.8 0.336 0.250 0.661 0.977 0.822 0.674
CMIP6_001 [-] 8.43 8.58 18.6 6.77 21.3 -10.0 15.1 0.734 0.417 0.579 0.934 0.927 0.687
LE2_001 [-] 8.29 8.43 18.6 6.88 21.3 -10.2 15.3 0.832 0.407 0.571 0.930 0.916 0.679
Download Data
Period Mean (original grids) [W m-2]
Model Period Mean (intersection) [W m-2]
Benchmark Period Mean (intersection) [W m-2]
Model Period Mean (complement) [W m-2]
Benchmark Period Mean (complement) [W m-2]
Bias [W m-2]
RMSE [W m-2]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 32.7
CESM3_092H [-] 28.2 27.5 32.7 29.8 -4.80 9.95 1.81 0.734 0.732 0.743 0.778 0.744
CESM3_098bH [-] 23.9 23.5 32.2 24.6 -8.56 11.5 2.17 0.647 0.744 0.678 0.813 0.725
CMIP6_001 [-] 33.1 32.1 31.8 35.5 53.8 1.41 9.73 1.85 0.708 0.731 0.749 0.852 0.754
LE2_001 [-] 35.2 34.0 31.8 38.2 53.8 3.75 11.3 1.81 0.643 0.687 0.741 0.979 0.747
Download Data
Period Mean (original grids) [W m-2]
Model Period Mean (intersection) [W m-2]
Benchmark Period Mean (intersection) [W m-2]
Model Period Mean (complement) [W m-2]
Benchmark Period Mean (complement) [W m-2]
Bias [W m-2]
RMSE [W m-2]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 22.3
CESM3_092H [-] 12.9 12.8 22.5 18.2 -9.67 13.1 0.935 0.384 0.648 0.909 0.922 0.702
CESM3_098bH [-] 11.4 11.2 22.1 16.6 -10.9 13.9 0.837 0.313 0.658 0.924 0.961 0.703
CMIP6_001 [-] 19.5 19.5 22.3 20.9 31.6 -2.61 10.2 0.657 0.741 0.617 0.947 0.936 0.771
LE2_001 [-] 19.5 19.5 22.3 20.7 31.6 -2.64 10.2 0.768 0.734 0.619 0.935 0.932 0.768
Download Data
Period Mean (original grids) [W m-2]
Model Period Mean (intersection) [W m-2]
Benchmark Period Mean (intersection) [W m-2]
Model Period Mean (complement) [W m-2]
Benchmark Period Mean (complement) [W m-2]
Bias [W m-2]
RMSE [W m-2]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 33.2
CESM3_092H [-] 33.6 33.7 33.4 25.5 0.157 10.9 1.06 0.625 0.572 0.864 0.941 0.715
CESM3_098bH [-] 31.4 31.5 33.1 23.3 -1.73 10.3 1.01 0.640 0.596 0.877 0.972 0.736
CMIP6_001 [-] 35.3 35.3 33.2 30.5 39.2 2.12 12.2 1.01 0.582 0.526 0.878 0.953 0.693
LE2_001 [-] 34.8 34.8 33.2 29.9 39.2 1.63 12.2 0.980 0.591 0.523 0.883 0.959 0.696
Download Data
Period Mean (original grids) [W m-2]
Model Period Mean (intersection) [W m-2]
Benchmark Period Mean (intersection) [W m-2]
Model Period Mean (complement) [W m-2]
Benchmark Period Mean (complement) [W m-2]
Bias [W m-2]
RMSE [W m-2]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 43.2
CESM3_092H [-] 39.5 39.7 43.4 37.0 -4.01 17.2 1.10 0.596 0.431 0.889 0.906 0.651
CESM3_098bH [-] 33.8 34.0 43.0 31.4 -9.35 17.4 0.965 0.468 0.491 0.904 0.965 0.664
CMIP6_001 [-] 43.1 43.1 43.2 43.8 46.3 0.0773 18.0 1.19 0.596 0.398 0.876 0.914 0.636
LE2_001 [-] 43.6 43.5 43.2 44.9 46.3 0.529 18.7 1.16 0.577 0.380 0.883 0.879 0.620
Download Data
Period Mean (original grids) [W m-2]
Model Period Mean (intersection) [W m-2]
Benchmark Period Mean (intersection) [W m-2]
Model Period Mean (complement) [W m-2]
Benchmark Period Mean (complement) [W m-2]
Bias [W m-2]
RMSE [W m-2]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 14.4
CESM3_092H [-] 3.33 3.51 14.6 2.07 -11.1 12.9 0.664 0.328 0.735 0.954 0.905 0.731
CESM3_098bH [-] 3.29 3.40 14.5 2.65 -11.1 12.9 0.348 0.329 0.744 0.975 0.903 0.739
CMIP6_001 [-] 3.68 4.15 14.4 -0.794 17.0 -10.4 15.5 1.07 0.373 0.551 0.905 0.527 0.581
LE2_001 [-] 3.82 4.28 14.4 -0.493 17.0 -10.2 14.8 0.953 0.382 0.584 0.919 0.535 0.601
Download Data
Period Mean (original grids) [W m-2]
Model Period Mean (intersection) [W m-2]
Benchmark Period Mean (intersection) [W m-2]
Model Period Mean (complement) [W m-2]
Benchmark Period Mean (complement) [W m-2]
Bias [W m-2]
RMSE [W m-2]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 57.8
CESM3_092H [-] 63.2 64.4 57.5 48.2 5.67 15.0 0.642 0.403 0.624 0.950 0.594 0.639
CESM3_098bH [-] 60.5 61.5 57.5 46.8 2.91 12.4 0.605 0.519 0.651 0.956 0.664 0.688
CMIP6_001 [-] 67.7 68.4 57.8 57.1 56.6 9.68 15.4 0.700 0.369 0.602 0.936 0.752 0.652
LE2_001 [-] 68.9 69.7 57.8 57.4 56.6 11.0 16.9 0.729 0.329 0.597 0.938 0.677 0.627
Download Data
Period Mean (original grids) [W m-2]
Model Period Mean (intersection) [W m-2]
Benchmark Period Mean (intersection) [W m-2]
Model Period Mean (complement) [W m-2]
Benchmark Period Mean (complement) [W m-2]
Bias [W m-2]
RMSE [W m-2]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 23.9
CESM3_092H [-] 23.3 22.8 24.0 26.7 55.6 -0.391 13.1 0.782 0.532 0.507 0.903 0.864 0.663
CESM3_098bH [-] 21.3 20.9 23.8 24.1 53.8 -2.22 12.3 0.762 0.550 0.551 0.907 0.884 0.689
CMIP6_001 [-] 26.3 26.1 23.8 28.4 32.6 3.34 13.6 1.04 0.509 0.489 0.872 0.782 0.628
LE2_001 [-] 26.3 26.1 23.8 28.5 32.6 3.31 13.8 0.935 0.514 0.481 0.888 0.781 0.629
Download Data
Period Mean (original grids) [W m-2]
Model Period Mean (intersection) [W m-2]
Benchmark Period Mean (intersection) [W m-2]
Model Period Mean (complement) [W m-2]
Benchmark Period Mean (complement) [W m-2]
Bias [W m-2]
RMSE [W m-2]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 39.0
CESM3_092H [-] 32.2 38.9 39.1 -3.93 57.4 -0.189 14.0 0.974 0.489 0.600 0.888 0.859 0.687
CESM3_098bH [-] 29.8 36.1 38.9 -4.27 56.0 -2.84 13.9 0.957 0.476 0.610 0.893 0.891 0.696
CMIP6_001 [-] 34.5 41.7 38.9 -4.58 50.9 2.89 14.6 1.03 0.496 0.558 0.882 0.862 0.671
LE2_001 [-] 34.4 41.6 38.9 -4.70 50.9 2.82 14.8 0.995 0.498 0.555 0.888 0.853 0.669
Download Data
Period Mean (original grids) [W m-2]
Model Period Mean (intersection) [W m-2]
Benchmark Period Mean (intersection) [W m-2]
Model Period Mean (complement) [W m-2]
Benchmark Period Mean (complement) [W m-2]
Bias [W m-2]
RMSE [W m-2]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 49.8
CESM3_092H [-] 50.7 50.5 50.1 59.7 84.0 0.886 8.65 1.05 0.613 0.750 0.879 0.936 0.786
CESM3_098bH [-] 45.9 45.6 49.7 55.3 83.6 -3.61 9.35 1.00 0.580 0.730 0.891 0.962 0.779
CMIP6_001 [-] 54.4 54.0 49.7 64.2 73.7 4.89 11.2 0.873 0.508 0.725 0.908 0.789 0.731
LE2_001 [-] 54.4 54.1 49.7 64.5 73.7 4.90 11.3 0.889 0.508 0.719 0.908 0.785 0.728
Download Data
Period Mean (original grids) [W m-2]
Model Period Mean (intersection) [W m-2]
Benchmark Period Mean (intersection) [W m-2]
Model Period Mean (complement) [W m-2]
Benchmark Period Mean (complement) [W m-2]
Bias [W m-2]
RMSE [W m-2]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 19.2
CESM3_092H [-] 6.90 6.89 19.4 6.40 -12.5 15.5 0.360 0.250 0.641 0.972 0.894 0.680
CESM3_098bH [-] 6.68 6.59 19.2 6.71 -12.5 15.5 0.336 0.249 0.646 0.976 0.924 0.688
CMIP6_001 [-] 7.22 7.79 19.2 3.58 20.7 -11.6 16.9 0.782 0.321 0.519 0.930 0.666 0.591
LE2_001 [-] 6.61 7.13 19.2 3.33 20.7 -12.2 17.5 0.759 0.282 0.508 0.933 0.695 0.585
Download Data
Period Mean (original grids) [W m-2]
Model Period Mean (intersection) [W m-2]
Benchmark Period Mean (intersection) [W m-2]
Model Period Mean (complement) [W m-2]
Benchmark Period Mean (complement) [W m-2]
Bias [W m-2]
RMSE [W m-2]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 53.8
CESM3_092H [-] 55.7 55.3 54.0 58.2 2.17 15.0 0.693 0.530 0.565 0.926 0.986 0.714
CESM3_098bH [-] 51.8 51.3 53.8 54.5 -1.68 15.5 0.870 0.500 0.574 0.894 0.978 0.704
CMIP6_001 [-] 61.5 60.9 53.6 64.9 62.1 8.82 18.8 1.06 0.411 0.473 0.881 0.982 0.644
LE2_001 [-] 62.7 62.1 53.6 66.4 62.1 10.1 21.0 1.14 0.404 0.419 0.864 0.969 0.615
Download Data
Period Mean (original grids) [W m-2]
Model Period Mean (intersection) [W m-2]
Benchmark Period Mean (intersection) [W m-2]
Model Period Mean (complement) [W m-2]
Benchmark Period Mean (complement) [W m-2]
Bias [W m-2]
RMSE [W m-2]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 29.6
CESM3_092H [-] 36.1 36.1 29.8 33.7 6.73 11.8 0.945 0.490 0.632 0.878 0.808 0.688
CESM3_098bH [-] 32.5 32.5 29.5 31.1 3.38 9.27 1.11 0.638 0.684 0.856 0.875 0.747
CMIP6_001 [-] 38.4 38.6 29.5 35.5 54.9 9.41 14.0 1.41 0.329 0.592 0.808 0.929 0.650
LE2_001 [-] 37.7 37.8 29.5 35.8 54.9 8.70 14.2 0.936 0.401 0.565 0.880 0.799 0.642
Download Data
Period Mean (original grids) [W m-2]
Model Period Mean (intersection) [W m-2]
Benchmark Period Mean (intersection) [W m-2]
Model Period Mean (complement) [W m-2]
Benchmark Period Mean (complement) [W m-2]
Bias [W m-2]
RMSE [W m-2]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 26.4
CESM3_092H [-] 20.5 20.5 26.7 20.5 -6.19 11.6 0.496 0.556 0.618 0.947 0.781 0.704
CESM3_098bH [-] 19.4 19.4 26.5 19.6 -7.06 11.8 0.707 0.511 0.627 0.928 0.791 0.697
CMIP6_001 [-] 27.0 27.0 26.4 26.5 32.4 0.389 11.8 0.819 0.611 0.568 0.905 0.519 0.634
LE2_001 [-] 26.8 26.8 26.4 26.7 32.4 0.181 11.9 0.588 0.614 0.561 0.940 0.507 0.637
Download Data
Period Mean (original grids) [W m-2]
Model Period Mean (intersection) [W m-2]
Benchmark Period Mean (intersection) [W m-2]
Model Period Mean (complement) [W m-2]
Benchmark Period Mean (complement) [W m-2]
Bias [W m-2]
RMSE [W m-2]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 41.5
CESM3_092H [-] 46.0 46.1 41.9 52.5 4.36 11.2 0.927 0.587 0.558 0.894 0.996 0.719
CESM3_098bH [-] 42.9 43.0 41.4 49.7 1.64 10.5 0.996 0.658 0.575 0.882 0.990 0.736
CMIP6_001 [-] 48.2 48.2 41.5 61.8 49.0 6.75 13.4 1.04 0.477 0.510 0.876 0.970 0.669
LE2_001 [-] 47.1 47.1 41.5 61.7 49.0 5.70 13.3 0.974 0.518 0.501 0.881 0.942 0.669
Download Data
Period Mean (original grids) [W m-2]
Model Period Mean (intersection) [W m-2]
Benchmark Period Mean (intersection) [W m-2]
Model Period Mean (complement) [W m-2]
Benchmark Period Mean (complement) [W m-2]
Bias [W m-2]
RMSE [W m-2]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 31.8
CESM3_092H [-] 44.9 44.5 31.8 56.4 13.2 19.0 1.16 0.441 0.587 0.864 0.452 0.586
CESM3_098bH [-] 44.9 44.5 31.6 55.1 13.3 19.5 1.21 0.422 0.546 0.865 0.483 0.572
CMIP6_001 [-] 43.7 43.4 31.8 59.1 51.7 12.0 17.6 1.15 0.424 0.581 0.847 0.734 0.633
LE2_001 [-] 44.4 44.1 31.8 62.3 51.7 12.6 18.5 1.07 0.417 0.563 0.862 0.650 0.611
Download Data
Period Mean (original grids) [W m-2]
Model Period Mean (intersection) [W m-2]
Benchmark Period Mean (intersection) [W m-2]
Model Period Mean (complement) [W m-2]
Benchmark Period Mean (complement) [W m-2]
Bias [W m-2]
RMSE [W m-2]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 42.7
CESM3_092H [-] 56.1 56.1 42.7 55.2 13.6 20.3 1.22 0.340 0.519 0.864 0.707 0.590
CESM3_098bH [-] 54.7 54.7 42.6 54.6 12.3 18.5 1.06 0.370 0.541 0.897 0.752 0.620
CMIP6_001 [-] 55.1 55.1 42.7 54.9 40.1 12.7 17.8 1.16 0.383 0.563 0.861 0.820 0.638
LE2_001 [-] 55.6 55.5 42.7 58.1 40.1 13.1 18.0 1.02 0.419 0.599 0.878 0.675 0.634
Download Data
Period Mean (original grids) [W m-2]
Model Period Mean (intersection) [W m-2]
Benchmark Period Mean (intersection) [W m-2]
Model Period Mean (complement) [W m-2]
Benchmark Period Mean (complement) [W m-2]
Bias [W m-2]
RMSE [W m-2]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 51.6
CESM3_092H [-] 51.3 51.2 51.3 50.0 28.8 -0.270 16.3 0.631 0.324 0.559 0.946 0.721 0.622
CESM3_098bH [-] 49.8 49.8 51.6 47.1 28.9 -2.07 16.1 0.621 0.320 0.570 0.946 0.725 0.626
CMIP6_001 [-] 61.6 61.2 51.5 64.8 56.5 8.80 20.9 0.743 0.261 0.350 0.935 0.771 0.534
LE2_001 [-] 60.1 59.6 51.5 64.0 56.5 7.32 19.2 0.700 0.309 0.404 0.939 0.795 0.570

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
Data not available
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SEASONAL CYCLE SCORE
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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

All Models

Benchmark
Data not available
Data not available
CESM3_092H
Data not available
Data not available
CESM3_098bH
Data not available
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CMIP6_001
Data not available
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LE2_001
Data not available
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Data Information

  Title:
Water, Energy, and Carbon with Artificial Neural Networks (WECANN)

  Version:
1

  Institutions:
Columbia University

  Source:
Solar Induced Fluorescence (SIF), Air Temperature, Precipitation, Net Radiation, Soil Moisture, and Snow Water Equivalent

  History:
2024-01-09: downloaded https://avdc.gsfc.nasa.gov/pub/data/project/WECANN/WECANN_v1.0.nc
2024-01-09: converted to ILAMB-ready netCDF

  References:
Alemohammad, S. H. and Fang, B. and Konings, A. G. and Aires, F. and Green, J. K. and Kolassa, J. and Miralles, D. and Prigent, C. and Gentine, P. (2017), Biogeosciences, 18, 4101--4124, doi:10.5194/bg-14-4101-2017

  Comments:
time_period: 2007-01 through 2015-11
temporal_resolution: monthly
spatial_resolution: 1.0 degree
units: W/m^2

  Convention:
CF-1.8