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 [-] 214.
default [-] 220. 222. 214. 223. 4.14 25.7 1.63 0.509 0.452 0.764 0.784 0.592
handtune0011 [-] 220. 222. 214. 223. 4.14 25.7 1.63 0.509 0.452 0.764 0.784 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 [-] 242.
default [-] 239. 238. 242. 215. 0.295 22.8 1.96 0.651 0.484 0.716 0.986 0.664
handtune0011 [-] 239. 238. 242. 215. 0.295 22.8 1.96 0.651 0.484 0.716 0.986 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 [-] 233.
default [-] 231. 230. 233. 234. -0.395 26.2 1.65 0.663 0.548 0.752 0.955 0.693
handtune0011 [-] 231. 230. 233. 234. -0.395 26.2 1.65 0.663 0.548 0.752 0.955 0.693
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 [-] 110.
default [-] 103. 104. 110. 106. -4.50 20.1 0.772 0.914 0.812 0.947 0.987 0.894
handtune0011 [-] 103. 104. 110. 106. -4.50 20.1 0.772 0.914 0.812 0.947 0.987 0.894
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 [-] 208.
default [-] 211. 211. 207. 217. 6.14 23.4 2.60 0.625 0.442 0.582 0.998 0.618
handtune0011 [-] 211. 211. 207. 217. 6.14 23.4 2.60 0.625 0.442 0.582 0.998 0.618
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 [-] 126.
default [-] 125. 124. 126. 131. -2.61 14.2 0.297 0.902 0.872 0.978 0.951 0.915
handtune0011 [-] 125. 124. 126. 131. -2.61 14.2 0.297 0.902 0.872 0.978 0.951 0.915
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 [-] 174.
default [-] 171. 172. 174. 162. -5.39 19.6 0.497 0.815 0.815 0.954 0.991 0.878
handtune0011 [-] 171. 172. 174. 162. -5.39 19.6 0.497 0.815 0.815 0.954 0.991 0.878
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 [-] 209.
default [-] 208. 209. 208. 222. 3.58 29.1 1.20 0.707 0.575 0.827 0.986 0.734
handtune0011 [-] 208. 209. 208. 222. 3.58 29.1 1.20 0.707 0.575 0.827 0.986 0.734
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 [-] 97.9
default [-] 99.1 99.3 98.1 89.9 0.700 18.0 0.683 0.927 0.838 0.949 0.942 0.899
handtune0011 [-] 99.1 99.3 98.1 89.9 0.700 18.0 0.683 0.927 0.838 0.949 0.942 0.899
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 [-] 235.
default [-] 227. 229. 236. 212. -8.68 28.6 1.14 0.817 0.763 0.846 0.990 0.836
handtune0011 [-] 227. 229. 236. 212. -8.68 28.6 1.14 0.817 0.763 0.846 0.990 0.836
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 [-] 140.
default [-] 136. 137. 141. 126. -1.93 16.7 0.325 0.873 0.887 0.972 0.983 0.920
handtune0011 [-] 136. 137. 141. 126. -1.93 16.7 0.325 0.873 0.887 0.972 0.983 0.920
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 [-] 191.
default [-] 185. 185. 191. 194. -3.37 24.0 1.04 0.777 0.705 0.859 0.997 0.809
handtune0011 [-] 185. 185. 191. 194. -3.37 24.0 1.04 0.777 0.705 0.859 0.997 0.809
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 [-] 249.
default [-] 237. 238. 249. 229. -10.1 22.8 0.609 0.776 0.766 0.940 0.971 0.844
handtune0011 [-] 237. 238. 249. 229. -10.1 22.8 0.609 0.776 0.766 0.940 0.971 0.844
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 [-] 112.
default [-] 108. 109. 113. 111. -6.36 21.1 0.498 0.910 0.820 0.962 0.960 0.895
handtune0011 [-] 108. 109. 113. 111. -6.36 21.1 0.498 0.910 0.820 0.962 0.960 0.895
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 [-] 229.
default [-] 221. 221. 229. 224. 0.367 53.0 2.93 0.697 0.418 0.512 0.893 0.588
handtune0011 [-] 221. 221. 229. 224. 0.367 53.0 2.93 0.697 0.418 0.512 0.893 0.588
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 [-] 177.
default [-] 170. 170. 176. 198. -2.28 16.3 0.675 0.892 0.843 0.928 0.953 0.892
handtune0011 [-] 170. 170. 176. 198. -2.28 16.3 0.675 0.892 0.843 0.928 0.953 0.892
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 [-] 134.
default [-] 136. 137. 134. 126. -0.331 13.4 0.300 0.906 0.885 0.980 0.920 0.915
handtune0011 [-] 136. 137. 134. 126. -0.331 13.4 0.300 0.906 0.885 0.980 0.920 0.915
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 [-] 201.
default [-] 180. 180. 201. 209. -8.48 43.8 1.40 0.831 0.723 0.782 0.996 0.811
handtune0011 [-] 180. 180. 201. 209. -8.48 43.8 1.40 0.831 0.723 0.782 0.996 0.811
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 [-] 201.
default [-] 201. 201. 201. 232. 3.12 20.2 1.60 0.641 0.506 0.757 0.963 0.674
handtune0011 [-] 201. 201. 201. 232. 3.12 20.2 1.60 0.641 0.506 0.757 0.963 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 [-] 215.
default [-] 209. 209. 215. 213. -2.30 24.5 1.56 0.753 0.633 0.768 0.996 0.757
handtune0011 [-] 209. 209. 215. 213. -2.30 24.5 1.56 0.753 0.633 0.768 0.996 0.757
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 [-] 207.
default [-] 216. 216. 208. 183. -10.0 53.9 1.79 0.694 0.608 0.717 0.991 0.724
handtune0011 [-] 216. 216. 208. 183. -10.0 53.9 1.79 0.694 0.608 0.717 0.991 0.724

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
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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
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All Models

Benchmark
Data not available
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default
Data not available
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handtune0011
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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-rsds-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