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 [-] -48.2
Fullgrid [-] -62.5 -63.4 -48.1 -49.5 -15.2 17.1 2.38 0.270 0.686 0.608 0.956 0.641
Sparsegrid [-] -67.1 -67.4 -48.2 -49.4 -19.4 22.2 3.14 0.187 0.550 0.484 0.968 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 [-] -74.1
Fullgrid [-] -94.9 -94.1 -74.7 -49.0 -19.3 24.9 0.420 0.182 0.370 0.947 0.925 0.559
Sparsegrid [-] -96.5 -96.1 -74.2 -48.3 -21.9 30.5 1.81 0.159 0.241 0.706 0.974 0.464
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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 [-] -73.7
Fullgrid [-] -86.3 -86.0 -73.2 -60.1 -11.1 18.6 1.75 0.317 0.500 0.741 0.939 0.599
Sparsegrid [-] -84.9 -85.2 -74.1 -60.9 -11.1 22.6 1.81 0.255 0.420 0.747 0.927 0.554
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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
Fullgrid [-] -42.2 -42.3 -43.8 -44.5 1.10 10.8 1.87 0.627 0.425 0.733 0.933 0.629
Sparsegrid [-] -44.3 -44.4 -43.2 -43.8 -1.28 12.2 1.79 0.584 0.368 0.753 0.991 0.613
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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 [-] -42.1
Fullgrid [-] -42.6 -42.3 -41.5 -47.3 -2.54 9.15 1.96 0.500 0.828 0.714 0.964 0.767
Sparsegrid [-] -47.2 -46.7 -41.5 -47.7 -5.36 12.3 2.72 0.381 0.690 0.562 0.926 0.650
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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 [-] -46.6
Fullgrid [-] -52.3 -52.1 -47.3 -49.9 -4.88 11.1 1.40 0.500 0.449 0.825 0.965 0.638
Sparsegrid [-] -51.5 -51.1 -46.5 -48.6 -4.52 13.0 2.01 0.469 0.383 0.722 0.976 0.587
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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 [-] -65.7
Fullgrid [-] -77.0 -77.0 -66.9 -57.5 -8.95 14.1 0.938 0.403 0.547 0.888 0.993 0.675
Sparsegrid [-] -74.3 -74.5 -65.8 -57.3 -8.69 16.9 1.40 0.357 0.445 0.813 0.993 0.611
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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 [-] -59.3
Fullgrid [-] -76.3 -77.2 -59.8 -53.2 -13.5 19.4 1.10 0.314 0.430 0.850 0.944 0.594
Sparsegrid [-] -73.6 -74.3 -59.5 -52.6 -14.8 24.2 2.20 0.245 0.334 0.659 0.982 0.511
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 [-] -40.0
Fullgrid [-] -41.3 -41.5 -40.4 -42.2 -0.759 10.3 2.07 0.690 0.450 0.708 0.903 0.640
Sparsegrid [-] -42.2 -42.6 -40.0 -41.0 -2.66 11.2 2.09 0.626 0.396 0.694 0.957 0.614
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 [-] -85.4
Fullgrid [-] -96.6 -96.8 -89.0 -65.5 -4.37 10.5 0.997 0.598 0.715 0.855 0.968 0.770
Sparsegrid [-] -96.2 -96.6 -86.3 -65.0 -10.4 17.5 1.32 0.380 0.557 0.787 0.993 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 [-] -53.4
Fullgrid [-] -58.1 -58.2 -53.4 -51.9 -6.34 13.7 1.63 0.401 0.502 0.773 0.995 0.635
Sparsegrid [-] -61.0 -61.2 -53.4 -52.7 -7.78 16.2 1.80 0.350 0.415 0.738 0.971 0.578
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 [-] -60.4
Fullgrid [-] -70.6 -70.7 -61.1 -52.5 -8.49 14.4 1.51 0.413 0.564 0.782 0.989 0.663
Sparsegrid [-] -72.5 -72.7 -63.2 -37.2 -9.55 18.4 1.90 0.345 0.459 0.711 0.986 0.592
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 [-] -104.
Fullgrid [-] -112. -112. -103. -74.0 -7.87 14.9 1.05 0.529 0.619 0.840 0.986 0.718
Sparsegrid [-] -111. -111. -104. -74.0 -7.46 18.7 1.17 0.458 0.515 0.826 0.989 0.661
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 [-] -40.3
Fullgrid [-] -44.3 -44.2 -41.2 -42.3 -3.22 10.6 2.03 0.503 0.510 0.693 0.993 0.642
Sparsegrid [-] -44.0 -44.0 -40.2 -41.8 -3.82 12.2 2.01 0.467 0.427 0.707 0.994 0.604
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 [-] -65.1
Fullgrid [-] -81.4 -82.1 -66.2 -51.3 -10.6 17.3 2.19 0.394 0.506 0.631 0.985 0.604
Sparsegrid [-] -76.0 -76.7 -66.0 -50.7 -10.8 24.1 3.05 0.294 0.313 0.491 0.978 0.478
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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 [-] -49.7
Fullgrid [-] -59.7 -59.9 -50.3 -60.4 -9.63 12.9 2.72 0.250 0.614 0.523 0.897 0.580
Sparsegrid [-] -60.8 -61.3 -49.5 -59.9 -11.8 15.6 3.04 0.174 0.534 0.481 0.982 0.541
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 [-] -45.2
Fullgrid [-] -53.1 -53.1 -45.2 -46.5 -7.67 11.8 1.56 0.303 0.565 0.804 0.982 0.644
Sparsegrid [-] -53.2 -53.2 -45.2 -47.1 -8.06 13.0 1.29 0.316 0.527 0.834 0.912 0.623
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 [-] -79.5
Fullgrid [-] -85.3 -85.5 -78.6 -64.6 -5.91 12.9 0.860 0.474 0.571 0.913 0.987 0.703
Sparsegrid [-] -85.5 -85.2 -79.6 -63.4 -5.53 21.4 1.61 0.377 0.366 0.763 0.991 0.572
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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 [-] -32.2
Fullgrid [-] -45.1 -45.2 -32.3 -45.4 -13.2 14.9 2.08 0.262 0.771 0.675 0.966 0.689
Sparsegrid [-] -47.0 -47.3 -32.0 -44.9 -15.2 18.3 3.18 0.199 0.650 0.474 0.967 0.588
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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 [-] -54.3
Fullgrid [-] -65.1 -65.5 -54.8 -56.1 -10.3 13.9 1.82 0.419 0.661 0.737 0.962 0.688
Sparsegrid [-] -67.8 -67.9 -54.3 -55.7 -13.6 19.1 1.76 0.310 0.542 0.737 0.810 0.588
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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 [-] -76.8
Fullgrid [-] -92.3 -92.2 -79.5 -46.7 -8.33 21.8 1.35 0.241 0.581 0.812 0.945 0.632
Sparsegrid [-] -84.6 -84.0 -78.2 -45.8 -5.79 29.1 2.15 0.189 0.412 0.659 0.949 0.524

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
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DIFFERENCE IN MAX MONTH
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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
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Fullgrid
Data not available
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Sparsegrid
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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-rlns-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