Mean State

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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 [-] 30.2
DeadVeg_1901-1920 [-] 44.1 43.8 31.2 12.0 12.9 14.0 1.78 0.169 0.701 0.742 0.976 0.658
DeadVeg_1940-1949 [-] 44.1 43.8 31.2 12.0 12.9 14.0 1.78 0.170 0.700 0.742 0.976 0.657
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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
DeadVeg_1901-1920 [-] 50.2 50.6 43.6 14.0 6.83 10.6 1.40 0.346 0.695 0.809 0.951 0.699
DeadVeg_1940-1949 [-] 50.3 50.7 43.6 14.0 6.88 10.6 1.39 0.345 0.695 0.811 0.952 0.700
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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
DeadVeg_1901-1920 [-] 43.0 43.1 33.5 15.6 9.53 10.7 1.27 0.283 0.765 0.826 0.919 0.712
DeadVeg_1940-1949 [-] 43.0 43.0 33.5 15.6 9.49 10.7 1.28 0.285 0.765 0.825 0.918 0.712
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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
DeadVeg_1901-1920 [-] 33.3 33.2 39.8 33.8 -6.09 18.3 0.149 0.446 0.445 0.990 0.715 0.608
DeadVeg_1940-1949 [-] 33.1 33.1 39.8 33.8 -6.24 18.5 0.152 0.441 0.441 0.990 0.682 0.599
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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 [-] 18.1
DeadVeg_1901-1920 [-] 43.4 43.4 19.6 13.0 23.9 24.2 2.20 0.000433 0.715 0.657 0.655 0.548
DeadVeg_1940-1949 [-] 43.4 43.4 19.6 13.0 23.9 24.2 2.20 0.000433 0.715 0.657 0.655 0.548
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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
DeadVeg_1901-1920 [-] 26.9 26.8 26.4 20.7 0.413 10.5 0.668 0.661 0.478 0.919 0.794 0.666
DeadVeg_1940-1949 [-] 26.9 26.8 26.4 20.7 0.412 10.6 0.672 0.661 0.477 0.919 0.792 0.665
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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 [-] 34.3
DeadVeg_1901-1920 [-] 38.2 38.2 34.7 9.60 3.01 11.1 1.04 0.417 0.497 0.864 0.833 0.622
DeadVeg_1940-1949 [-] 38.2 38.2 34.7 9.60 3.01 11.1 1.03 0.418 0.497 0.864 0.832 0.622
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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 [-] 27.2
DeadVeg_1901-1920 [-] 41.5 41.4 28.2 13.1 12.8 15.1 0.841 0.122 0.579 0.904 0.853 0.607
DeadVeg_1940-1949 [-] 41.5 41.5 28.2 13.1 12.9 15.1 0.841 0.121 0.578 0.904 0.854 0.607
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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 [-] 35.4
DeadVeg_1901-1920 [-] 31.4 31.3 35.5 34.8 -3.83 15.3 0.163 0.616 0.467 0.989 0.806 0.669
DeadVeg_1940-1949 [-] 31.1 31.0 35.5 34.8 -4.05 15.5 0.159 0.605 0.462 0.989 0.773 0.658
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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 [-] 35.1
DeadVeg_1901-1920 [-] 46.3 46.3 36.9 13.0 8.72 9.85 0.584 0.484 0.811 0.955 0.740 0.760
DeadVeg_1940-1949 [-] 46.3 46.3 36.9 13.0 8.76 9.88 0.584 0.481 0.812 0.955 0.742 0.760
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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 [-] 19.1
DeadVeg_1901-1920 [-] 28.7 28.7 19.9 10.4 8.54 11.3 0.464 0.245 0.536 0.952 0.899 0.634
DeadVeg_1940-1949 [-] 28.6 28.7 19.9 10.4 8.50 11.2 0.460 0.247 0.538 0.953 0.899 0.635
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 [-] 42.6
DeadVeg_1901-1920 [-] 45.0 45.0 43.9 18.2 0.685 20.3 0.885 0.380 0.608 0.890 0.575 0.612
DeadVeg_1940-1949 [-] 45.0 45.0 43.9 18.2 0.674 20.3 0.885 0.380 0.608 0.890 0.575 0.612
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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 [-] 71.6
DeadVeg_1901-1920 [-] 80.5 80.3 73.7 17.3 4.93 12.8 0.655 0.511 0.690 0.936 0.980 0.761
DeadVeg_1940-1949 [-] 80.5 80.3 73.7 17.3 4.93 12.8 0.653 0.511 0.690 0.936 0.980 0.761
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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
DeadVeg_1901-1920 [-] 39.2 39.2 43.4 41.2 -3.38 16.2 0.140 0.562 0.448 0.989 0.937 0.677
DeadVeg_1940-1949 [-] 39.2 39.1 43.4 41.2 -3.43 16.2 0.141 0.559 0.448 0.989 0.936 0.676
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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 [-] 25.3
DeadVeg_1901-1920 [-] 41.3 41.3 27.7 13.5 12.9 14.9 1.16 0.259 0.674 0.861 0.541 0.602
DeadVeg_1940-1949 [-] 41.3 41.3 27.7 13.5 12.9 14.9 1.14 0.259 0.672 0.864 0.545 0.602
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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 [-] 25.4
DeadVeg_1901-1920 [-] 34.3 34.2 26.0 12.2 7.98 9.82 0.788 0.230 0.580 0.889 0.556 0.567
DeadVeg_1940-1949 [-] 34.3 34.2 26.0 12.2 7.96 9.80 0.799 0.231 0.581 0.888 0.557 0.568
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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 [-] 24.0
DeadVeg_1901-1920 [-] 31.1 31.2 24.5 10.9 6.62 11.8 0.578 0.376 0.435 0.939 0.927 0.622
DeadVeg_1940-1949 [-] 31.1 31.2 24.5 10.9 6.61 11.8 0.585 0.376 0.435 0.938 0.926 0.622
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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 [-] 37.1
DeadVeg_1901-1920 [-] 38.4 38.4 37.5 13.3 0.568 6.90 1.16 0.645 0.646 0.828 0.887 0.730
DeadVeg_1940-1949 [-] 38.3 38.4 37.5 13.3 0.543 6.90 1.18 0.647 0.645 0.825 0.890 0.730
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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 [-] 25.5
DeadVeg_1901-1920 [-] 37.9 37.9 25.8 12.0 12.2 12.7 1.67 0.115 0.711 0.760 0.968 0.653
DeadVeg_1940-1949 [-] 37.9 37.9 25.8 12.0 12.2 12.7 1.67 0.114 0.711 0.760 0.968 0.653
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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 [-] 29.8
DeadVeg_1901-1920 [-] 36.9 36.9 30.4 12.1 6.45 7.60 1.17 0.441 0.748 0.857 0.637 0.686
DeadVeg_1940-1949 [-] 36.9 36.9 30.4 12.1 6.45 7.61 1.18 0.440 0.748 0.857 0.634 0.685
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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 [-] 29.0
DeadVeg_1901-1920 [-] 38.4 38.4 30.7 13.3 7.48 12.8 0.773 0.306 0.644 0.912 0.753 0.652
DeadVeg_1940-1949 [-] 38.4 38.4 30.7 13.3 7.48 12.8 0.778 0.306 0.644 0.912 0.752 0.651

Temporally integrated period mean

BENCHMARK MEAN
Data not available
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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
Data not available
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DIFFERENCE IN MAX MONTH
Data not available
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SEASONAL CYCLE SCORE
Data not available
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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
DeadVeg_1901-1920
Data not available
Data not available
DeadVeg_1940-1949
Data not available
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Data Information

  Title:
CERES EBAF TOA and Surface Fluxes

  Version:
Ed4.1

  Institutions:
NASA Langley Research Center

  Source:
Monthly mean surface fluxes calculated by a radiative transfer model and constrained by the combined Terra and Aqua SSF1deg measurements

  History:
2019-06-25: downloaded source from https://ceres.larc.nasa.gov/products-info.php?product=EBAF
2019-08-13: converted to netCDF with https://github.com/mmu2019/Datasets/blob/master/read-rsus-ceres.py

  References:
Loeb, N.G., D.R. Doelling, H. Wang, W. Su, C. Nguyen, J.G. Corbett, L. Liang, C. Mitrescu, F.G. Rose, and S. Kato (2018), Clouds and the Earth's Radiant Energy System (CERES) Energy Balanced and Filled (EBAF) Top-of-Atmosphere (TOA) Edition-4.0 Data Product, Journal of Climate, 31(2), 895-918, doi:10.1175/JCLI-D-17-0208.1

Kato, S., F. G. Rose, D. A. Rutan, T. E. Thorsen, N. G. Loeb, D. R. Doelling, X. Huang, W. L. Smith, W. Su, and S.-H. Ham (2018), Surface irradiances of Edition 4.0 Clouds and the Earth's Radiant Energy System (CERES) Energy Balanced and Filled (EBAF) data product, Journal of Climate, 31, 4501-4527, doi:10.1175/JCLI-D-17-0523.1

  Comments:
time_period: 2000-01 through 2018-12
original_temporal_resolution: monthly
original_spatial_resolution: 1 degree
original_units: W m-2
final_temporal_resolution: monthly
final_spatial_resolution: 0.5 degree
final_units: W m-2

  Convention:
CF-1.7