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 [-] 21.7
CanESM5 [-] 26.5 26.5 22.0 15.2 4.53 6.79 2.31 0.359 0.288 0.644 0.922 0.500
CMIP6 ens [-] 24.5 24.5 21.8 15.1 2.68 4.44 2.21 0.398 0.423 0.662 0.986 0.579
E3SMv3 default [-] 34.1 34.1 30.4 11.9 3.65 7.17 2.37 0.422 0.317 0.628 0.994 0.535
E3SMv3 highECS [-] 32.5 32.5 30.4 11.9 2.12 6.83 2.44 0.481 0.308 0.618 0.989 0.541
E3SMv3 lowECS [-] 30.8 30.8 30.4 11.9 0.345 6.97 2.39 0.526 0.280 0.626 0.994 0.541
IPSL-CM6A-LR [-] 23.6 23.6 21.9 15.2 1.75 4.78 2.28 0.366 0.293 0.652 0.991 0.519
MIROC-ES2L [-] 20.2 20.2 22.0 15.2 -1.80 4.52 2.59 0.352 0.403 0.586 0.935 0.536
NorESM2-LM [-] 22.5 22.5 21.9 15.2 0.578 4.16 1.99 0.391 0.388 0.690 0.994 0.570
UKESM1-0-LL [-] 29.8 29.8 21.9 14.9 7.89 8.80 1.69 0.269 0.473 0.750 0.833 0.560
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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 [-] 14.1
CanESM5 [-] 14.8 14.8 14.1 0.636 3.11 1.74 0.369 0.521 0.745 0.772 0.586
CMIP6 ens [-] 14.9 14.9 14.1 0.777 2.15 1.61 0.556 0.608 0.743 0.966 0.696
E3SMv3 default [-] 26.3 26.3 19.6 11.4 6.71 7.88 2.29 0.284 0.509 0.633 0.465 0.480
E3SMv3 highECS [-] 25.0 25.0 19.6 11.4 5.45 7.34 2.29 0.297 0.514 0.636 0.447 0.482
E3SMv3 lowECS [-] 23.0 23.0 19.6 11.4 3.38 7.08 2.42 0.266 0.482 0.613 0.541 0.477
IPSL-CM6A-LR [-] 14.9 14.9 14.1 0.791 3.41 1.97 0.297 0.519 0.682 0.752 0.554
MIROC-ES2L [-] 13.0 13.0 14.1 -1.18 3.27 2.19 0.354 0.516 0.653 0.683 0.544
NorESM2-LM [-] 14.1 14.1 14.1 -0.00281 2.39 1.92 0.438 0.578 0.699 0.976 0.654
UKESM1-0-LL [-] 17.5 17.5 14.1 3.40 4.13 1.87 0.408 0.550 0.713 0.819 0.608
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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 [-] 43.1
CanESM5 [-] 47.8 47.8 42.9 60.4 4.86 12.2 0.951 0.555 0.592 0.880 0.986 0.721
CMIP6 ens [-] 44.6 44.6 43.1 58.5 1.53 8.53 0.817 0.631 0.682 0.898 0.994 0.777
E3SMv3 default [-] 46.6 46.6 45.0 19.9 1.63 10.9 0.909 0.626 0.628 0.883 0.993 0.752
E3SMv3 highECS [-] 45.8 45.8 45.0 19.9 0.819 11.0 0.940 0.638 0.620 0.878 0.993 0.750
E3SMv3 lowECS [-] 45.5 45.5 45.0 19.9 0.493 10.9 0.918 0.644 0.606 0.880 0.993 0.746
IPSL-CM6A-LR [-] 43.9 43.9 43.0 57.8 0.848 10.5 0.918 0.621 0.628 0.882 0.986 0.749
MIROC-ES2L [-] 37.3 37.3 42.9 60.4 -5.68 14.8 1.00 0.565 0.602 0.866 0.902 0.707
NorESM2-LM [-] 44.0 44.0 43.0 57.8 1.01 9.55 0.930 0.642 0.633 0.881 0.994 0.757
UKESM1-0-LL [-] 50.1 50.1 43.0 59.6 7.11 12.5 0.854 0.483 0.646 0.893 0.984 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 [-] 33.2
CanESM5 [-] 35.9 35.9 33.3 26.5 2.64 14.3 0.528 0.785 0.670 0.951 0.985 0.812
CMIP6 ens [-] 31.6 31.6 33.3 12.3 -1.73 11.4 0.431 0.825 0.730 0.963 0.960 0.841
E3SMv3 default [-] 31.4 31.4 36.6 28.5 -5.21 16.2 0.463 0.768 0.667 0.948 0.986 0.807
E3SMv3 highECS [-] 30.4 30.4 36.6 28.5 -6.19 17.5 0.526 0.762 0.645 0.940 0.985 0.795
E3SMv3 lowECS [-] 31.2 31.2 36.6 28.5 -5.48 16.2 0.369 0.766 0.670 0.963 0.986 0.811
IPSL-CM6A-LR [-] 30.7 30.7 33.3 12.3 -2.60 13.1 0.449 0.798 0.683 0.953 0.991 0.822
MIROC-ES2L [-] 29.9 29.9 33.3 26.5 -3.35 14.5 0.461 0.770 0.693 0.960 0.955 0.814
NorESM2-LM [-] 30.6 30.6 33.3 12.3 -2.73 13.3 0.466 0.822 0.728 0.959 0.956 0.839
UKESM1-0-LL [-] 36.4 36.4 33.3 17.7 3.04 12.5 0.451 0.778 0.705 0.963 0.987 0.828
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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 [-] 26.2
CanESM5 [-] 30.4 30.4 26.2 4.18 6.04 1.72 0.326 0.395 0.754 0.994 0.573
CMIP6 ens [-] 30.9 30.9 26.2 4.66 5.64 1.76 0.286 0.484 0.755 0.995 0.601
E3SMv3 default [-] 29.7 29.7 26.7 12.3 2.94 5.28 1.73 0.447 0.429 0.751 0.971 0.605
E3SMv3 highECS [-] 28.7 28.7 26.7 12.3 2.01 5.09 1.86 0.490 0.407 0.725 0.957 0.598
E3SMv3 lowECS [-] 28.0 28.0 26.7 12.3 1.26 5.42 1.91 0.531 0.343 0.715 0.991 0.585
IPSL-CM6A-LR [-] 28.5 28.5 26.2 2.35 5.64 1.94 0.399 0.331 0.717 0.992 0.554
MIROC-ES2L [-] 21.3 21.3 26.2 -4.91 6.31 2.00 0.248 0.496 0.693 0.777 0.542
NorESM2-LM [-] 27.7 27.7 26.2 1.49 4.23 1.92 0.513 0.416 0.728 0.903 0.595
UKESM1-0-LL [-] 40.7 40.7 26.2 14.5 14.9 2.12 0.0468 0.420 0.681 0.856 0.485
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 [-] 23.1
CanESM5 [-] 27.4 27.4 23.2 16.8 4.29 10.6 0.841 0.691 0.631 0.906 0.934 0.759
CMIP6 ens [-] 23.7 23.7 23.1 17.2 0.546 6.38 0.637 0.794 0.741 0.930 0.986 0.838
E3SMv3 default [-] 33.1 33.1 32.3 10.0 0.816 12.7 0.763 0.675 0.634 0.899 0.941 0.757
E3SMv3 highECS [-] 32.2 32.2 32.3 10.0 -0.0893 13.0 0.801 0.681 0.624 0.893 0.946 0.754
E3SMv3 lowECS [-] 33.0 33.0 32.3 10.0 0.683 12.9 0.733 0.671 0.628 0.903 0.939 0.754
IPSL-CM6A-LR [-] 23.3 23.3 23.1 17.2 0.194 8.47 0.726 0.722 0.657 0.920 0.959 0.783
MIROC-ES2L [-] 21.4 21.4 23.2 16.8 -1.73 8.90 0.818 0.717 0.663 0.900 0.931 0.775
NorESM2-LM [-] 23.2 23.2 23.1 17.2 0.113 7.38 0.743 0.772 0.701 0.916 0.986 0.815
UKESM1-0-LL [-] 27.0 27.0 23.1 16.6 3.86 8.78 0.710 0.696 0.683 0.923 0.981 0.793

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
Data not available
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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
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
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CanESM5
Data not available
Data not available
CMIP6 ens
Data not available
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E3SMv3 default
Data not available
Data not available
E3SMv3 highECS
Data not available
Data not available
E3SMv3 lowECS
Data not available
Data not available
IPSL-CM6A-LR
Data not available
Data not available
MIROC-ES2L
Data not available
Data not available
NorESM2-LM
Data not available
Data not available
UKESM1-0-LL
Data not available
Data not available

Data Information

  Title:
CERES EBAF TOA and Surface Fluxes. Monthly Averages and 07/2005 to 06/2015 Climatology.

  Version:
Edition 4.2
Release Date February 10, 2023

  Institution:
NASA Langley Research Center

  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, J. Climate, 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, J. Climate, doi:10.1175/JCLI-D-17-0523.1

  Conventions:
CF-1.4

  Comment:
Climatology from 07/2005 to 06/2015

  Doi:
10.5067/TERRA-AQUA-NOAA20/CERES/EBAF_L3B004.2