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 [-] 66.1
CESM3_092H [-] 76.1 76.7 66.1 67.0 9.93 17.4 1.94 0.469 0.664 0.694 0.985 0.695
CESM3_098bH [-] 76.0 76.6 66.2 66.5 9.76 17.2 1.84 0.475 0.667 0.707 0.980 0.699
CMIP6_001 [-] 73.9 74.6 66.1 65.7 66.3 8.02 17.0 2.48 0.536 0.640 0.597 0.964 0.675
LE2_001 [-] 74.2 74.9 66.1 65.9 66.3 8.31 17.4 2.55 0.527 0.614 0.596 0.975 0.665
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 [-] 47.4
CESM3_092H [-] 60.7 60.2 47.7 55.7 13.5 24.3 1.65 0.356 0.337 0.763 0.922 0.543
CESM3_098bH [-] 60.5 60.1 47.4 54.8 13.6 25.3 1.74 0.350 0.306 0.745 0.920 0.525
CMIP6_001 [-] 50.1 49.4 47.4 50.3 48.4 3.26 18.6 1.55 0.649 0.420 0.765 0.989 0.649
LE2_001 [-] 50.7 50.0 47.4 49.7 48.4 3.85 18.7 1.58 0.638 0.418 0.764 0.990 0.646
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 [-] 52.5
CESM3_092H [-] 55.0 54.6 52.3 61.3 54.7 1.86 16.3 1.25 0.574 0.601 0.837 0.916 0.706
CESM3_098bH [-] 55.0 54.6 52.6 60.4 54.1 1.55 16.6 1.23 0.564 0.590 0.841 0.917 0.700
CMIP6_001 [-] 58.2 57.6 52.5 67.0 47.3 5.01 19.3 1.13 0.514 0.541 0.857 0.857 0.662
LE2_001 [-] 59.1 58.5 52.5 67.4 47.3 5.91 19.5 1.10 0.496 0.540 0.861 0.885 0.664
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 [-] 16.2
CESM3_092H [-] 19.9 20.0 16.5 18.5 3.48 8.19 0.496 0.488 0.552 0.966 0.979 0.707
CESM3_098bH [-] 19.2 19.3 16.2 18.0 3.08 7.68 0.442 0.535 0.589 0.970 0.971 0.731
CMIP6_001 [-] 15.1 15.3 16.2 12.9 17.0 -0.940 9.57 0.274 0.425 0.457 0.981 0.937 0.651
LE2_001 [-] 14.4 14.6 16.2 12.3 17.0 -1.58 10.4 0.177 0.408 0.403 0.988 0.928 0.626
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 [-] 87.2
CESM3_092H [-] 99.4 98.1 87.2 103. 12.3 15.0 2.67 0.574 0.832 0.564 0.864 0.733
CESM3_098bH [-] 100. 98.9 87.5 105. 13.0 15.8 2.58 0.559 0.827 0.583 0.930 0.745
CMIP6_001 [-] 96.9 95.4 87.8 102. 71.7 9.42 12.8 2.76 0.647 0.826 0.554 0.921 0.755
LE2_001 [-] 94.3 93.0 87.8 98.6 71.7 6.76 12.6 2.55 0.670 0.804 0.592 0.971 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 [-] 28.5
CESM3_092H [-] 35.3 35.3 28.8 37.8 6.58 9.61 0.221 0.403 0.638 0.985 0.986 0.730
CESM3_098bH [-] 35.5 35.5 28.5 37.2 7.07 10.0 0.292 0.382 0.634 0.980 0.987 0.724
CMIP6_001 [-] 29.4 29.3 28.5 31.4 29.5 0.945 7.86 0.302 0.708 0.599 0.980 0.995 0.776
LE2_001 [-] 29.6 29.6 28.5 31.2 29.5 1.16 8.30 0.309 0.683 0.581 0.979 0.994 0.764
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 [-] 30.9
CESM3_092H [-] 37.1 36.1 31.1 63.0 5.52 14.3 0.818 0.555 0.486 0.908 0.984 0.684
CESM3_098bH [-] 36.8 35.9 30.9 61.6 5.49 14.4 0.762 0.541 0.483 0.916 0.981 0.681
CMIP6_001 [-] 33.8 32.9 30.9 55.9 52.1 2.46 13.1 0.761 0.571 0.538 0.920 0.975 0.708
LE2_001 [-] 34.4 33.5 30.9 56.4 52.1 3.11 13.7 0.781 0.548 0.520 0.919 0.976 0.697
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 [-] 56.7
CESM3_092H [-] 59.1 57.5 57.0 82.6 2.35 18.1 1.63 0.669 0.495 0.765 0.980 0.681
CESM3_098bH [-] 60.9 59.3 56.8 83.6 4.32 18.7 1.77 0.659 0.483 0.748 0.990 0.673
CMIP6_001 [-] 58.6 56.9 56.6 83.4 76.5 1.80 18.8 1.85 0.647 0.481 0.730 0.987 0.665
LE2_001 [-] 57.7 56.0 56.6 82.4 76.5 0.928 19.3 1.84 0.636 0.465 0.727 0.980 0.655
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 [-] 16.1
CESM3_092H [-] 21.3 21.8 16.3 16.6 5.07 8.82 0.185 0.420 0.544 0.988 0.823 0.664
CESM3_098bH [-] 21.3 21.9 16.2 16.3 5.21 9.24 0.177 0.407 0.522 0.988 0.801 0.648
CMIP6_001 [-] 12.8 13.3 16.2 9.08 11.7 -3.00 10.5 0.170 0.458 0.371 0.988 0.893 0.616
LE2_001 [-] 13.8 14.3 16.2 9.72 11.7 -2.03 9.74 0.203 0.549 0.399 0.986 0.895 0.645
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 [-] 30.0
CESM3_092H [-] 42.5 41.5 29.9 56.0 12.4 16.6 1.01 0.331 0.635 0.894 0.965 0.692
CESM3_098bH [-] 40.0 39.0 30.4 54.4 9.31 15.2 1.04 0.420 0.617 0.896 0.974 0.705
CMIP6_001 [-] 39.0 37.8 29.9 56.8 48.9 8.40 13.8 0.879 0.450 0.654 0.912 0.986 0.731
LE2_001 [-] 36.9 35.5 29.9 55.5 48.9 6.18 13.3 1.04 0.537 0.626 0.892 0.967 0.730
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 [-] 39.3
CESM3_092H [-] 40.5 40.9 39.7 38.4 34.3 0.884 11.2 0.298 0.630 0.609 0.980 0.980 0.762
CESM3_098bH [-] 40.0 40.3 39.2 37.8 35.3 0.806 11.8 0.417 0.614 0.589 0.972 0.981 0.749
CMIP6_001 [-] 35.8 36.0 39.3 34.7 38.8 -3.43 11.5 0.396 0.640 0.591 0.974 0.980 0.755
LE2_001 [-] 35.5 35.7 39.3 34.5 38.8 -3.66 10.9 0.364 0.638 0.618 0.976 0.982 0.766
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 [-] 39.8
CESM3_092H [-] 40.3 44.4 39.9 17.9 36.9 4.86 14.7 1.18 0.525 0.567 0.841 0.984 0.697
CESM3_098bH [-] 40.0 44.1 39.9 17.8 37.7 4.58 15.0 1.21 0.516 0.557 0.837 0.984 0.690
CMIP6_001 [-] 37.1 41.0 39.8 15.7 46.1 1.68 13.5 1.12 0.583 0.584 0.855 0.980 0.717
LE2_001 [-] 37.1 41.0 39.8 15.6 46.1 1.66 13.7 1.15 0.583 0.574 0.851 0.980 0.712
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 [-] 10.3
CESM3_092H [-] 13.1 13.0 10.3 21.2 8.48 2.87 10.1 2.09 0.670 0.666 0.684 0.925 0.722
CESM3_098bH [-] 13.6 13.4 10.2 20.9 8.57 3.38 10.4 2.13 0.655 0.662 0.676 0.925 0.716
CMIP6_001 [-] 10.1 9.88 10.3 20.4 14.9 -0.146 7.63 1.55 0.750 0.747 0.793 0.952 0.798
LE2_001 [-] 10.1 9.85 10.3 20.3 14.9 -0.142 7.71 1.60 0.757 0.739 0.783 0.953 0.795
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 [-] 17.5
CESM3_092H [-] 21.2 22.0 17.7 15.9 3.47 10.1 0.343 0.487 0.434 0.977 0.789 0.624
CESM3_098bH [-] 21.7 22.5 17.4 16.0 4.22 10.4 0.265 0.454 0.427 0.982 0.773 0.613
CMIP6_001 [-] 15.7 16.5 17.5 10.7 14.0 -1.39 8.82 0.612 0.603 0.479 0.958 0.898 0.683
LE2_001 [-] 15.7 16.5 17.5 10.6 14.0 -1.42 9.06 0.502 0.576 0.470 0.965 0.888 0.674
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 [-] 56.8
CESM3_092H [-] 65.8 65.4 57.1 69.5 8.98 18.6 1.42 0.450 0.623 0.813 0.984 0.699
CESM3_098bH [-] 66.2 65.8 56.7 69.7 9.73 19.8 1.35 0.424 0.608 0.823 0.981 0.689
CMIP6_001 [-] 61.3 61.4 56.7 62.8 64.0 5.44 19.3 1.56 0.443 0.568 0.787 0.980 0.669
LE2_001 [-] 60.8 60.8 56.7 62.3 64.0 4.72 20.9 1.79 0.415 0.530 0.747 0.980 0.641
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 [-] 59.6
CESM3_092H [-] 58.1 57.8 60.1 66.3 -1.83 11.8 0.500 0.680 0.590 0.963 0.990 0.762
CESM3_098bH [-] 58.2 57.9 59.8 66.2 -1.48 11.9 0.480 0.664 0.589 0.965 0.985 0.759
CMIP6_001 [-] 51.9 51.4 59.6 62.4 59.9 -7.71 15.2 0.487 0.457 0.523 0.964 0.953 0.684
LE2_001 [-] 51.8 51.4 59.6 60.9 59.9 -7.73 15.4 0.464 0.484 0.515 0.964 0.980 0.692
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 [-] 32.3
CESM3_092H [-] 40.2 39.8 32.6 47.8 7.44 12.2 0.237 0.435 0.546 0.984 0.976 0.697
CESM3_098bH [-] 39.9 39.5 32.3 47.5 7.39 12.5 0.293 0.433 0.531 0.980 0.983 0.692
CMIP6_001 [-] 33.2 32.9 32.3 40.8 29.3 0.687 10.1 0.395 0.648 0.578 0.973 0.991 0.754
LE2_001 [-] 33.1 32.8 32.3 40.5 29.3 0.581 9.62 0.381 0.666 0.594 0.974 0.992 0.764
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 [-] 31.3
CESM3_092H [-] 35.9 36.0 31.6 42.8 4.62 12.9 0.777 0.564 0.561 0.929 0.944 0.712
CESM3_098bH [-] 36.3 36.5 31.3 43.1 5.33 13.2 0.767 0.550 0.552 0.932 0.966 0.710
CMIP6_001 [-] 29.0 29.2 31.3 34.0 36.9 -1.86 11.4 0.821 0.641 0.608 0.918 0.904 0.736
LE2_001 [-] 29.8 30.0 31.3 34.7 36.9 -1.11 12.0 0.920 0.633 0.580 0.900 0.889 0.716
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 [-] 86.7
CESM3_092H [-] 89.3 89.7 86.6 77.6 2.88 21.9 2.57 0.514 0.550 0.589 0.530 0.546
CESM3_098bH [-] 86.9 87.4 86.9 75.3 0.270 23.3 2.80 0.517 0.495 0.542 0.501 0.510
CMIP6_001 [-] 94.9 95.1 86.7 85.9 73.9 8.58 18.3 2.21 0.494 0.669 0.656 0.720 0.642
LE2_001 [-] 94.6 94.9 86.7 83.7 73.9 8.29 18.9 2.43 0.484 0.655 0.616 0.676 0.617
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 [-] 68.7
CESM3_092H [-] 61.8 61.7 68.5 63.0 -6.88 18.7 1.12 0.583 0.569 0.887 0.958 0.713
CESM3_098bH [-] 58.6 58.6 68.8 58.8 -10.4 20.2 1.12 0.484 0.561 0.876 0.942 0.685
CMIP6_001 [-] 59.9 59.8 68.7 67.4 67.2 -9.06 18.6 1.14 0.468 0.602 0.870 0.968 0.702
LE2_001 [-] 59.4 59.3 68.7 64.0 67.2 -9.54 19.1 1.09 0.478 0.606 0.885 0.931 0.702
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 [-] 31.4
CESM3_092H [-] 43.1 43.3 31.3 36.1 16.7 11.6 18.2 1.17 0.293 0.565 0.856 0.789 0.614
CESM3_098bH [-] 42.6 42.8 31.3 36.6 17.1 11.1 17.6 1.19 0.309 0.592 0.854 0.790 0.627
CMIP6_001 [-] 36.5 36.6 31.5 29.4 24.5 4.97 15.9 1.23 0.430 0.559 0.847 0.765 0.632
LE2_001 [-] 38.1 38.3 31.5 30.6 24.5 6.61 15.9 1.21 0.398 0.569 0.851 0.788 0.635

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
Data not available

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