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 [-] 184.
CLM5_GSWP3V1 [-] 181. 181. 183. 204. -1.54 10.5 0.828 0.691 0.759 0.896 0.880 0.797
Control [-] 162. 162. 183. 204. -21.0 26.1 1.29 0.207 0.580 0.813 0.913 0.619
Randomized [-] 161. 161. 183. 204. -22.2 27.3 1.39 0.197 0.563 0.806 0.906 0.607
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 [-] 198.
CLM5_GSWP3V1 [-] 195. 195. 198. 216. -3.11 11.0 0.922 0.608 0.708 0.873 0.934 0.766
Control [-] 163. 163. 198. 216. -35.1 37.4 0.978 0.0295 0.572 0.867 0.980 0.604
Randomized [-] 161. 161. 198. 216. -36.5 38.6 1.10 0.0207 0.590 0.850 0.988 0.608
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.
CLM5_GSWP3V1 [-] 196. 196. 200. 220. -4.66 10.2 0.653 0.710 0.775 0.920 0.988 0.833
Control [-] 171. 171. 200. 219. -28.3 31.5 1.10 0.0841 0.632 0.843 0.985 0.635
Randomized [-] 171. 171. 200. 219. -28.1 31.6 1.08 0.0916 0.623 0.847 0.981 0.633
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 [-] 70.4
CLM5_GSWP3V1 [-] 72.7 72.8 70.2 71.8 1.77 14.1 0.255 0.653 0.554 0.983 0.997 0.748
Control [-] 55.3 55.3 71.0 73.0 -17.1 26.0 0.574 0.256 0.289 0.962 0.958 0.551
Randomized [-] 57.4 57.5 71.0 73.0 -15.1 24.3 0.484 0.323 0.320 0.968 0.945 0.575
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 [-] 190.
CLM5_GSWP3V1 [-] 174. 174. 186. 204. -7.25 11.6 1.13 0.686 0.810 0.826 0.933 0.813
Control [-] 151. 151. 186. 204. -25.7 29.5 2.32 0.303 0.688 0.615 0.713 0.601
Randomized [-] 153. 153. 186. 204. -24.0 28.3 2.39 0.318 0.677 0.609 0.728 0.602
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 [-] 99.3
CLM5_GSWP3V1 [-] 101. 101. 99.1 116. 2.38 10.7 0.184 0.692 0.645 0.988 0.983 0.791
Control [-] 80.7 80.6 99.9 117. -18.9 24.2 0.139 0.0829 0.348 0.991 0.984 0.551
Randomized [-] 80.3 80.3 99.9 117. -19.3 24.9 0.227 0.0768 0.322 0.985 0.991 0.539
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.
CLM5_GSWP3V1 [-] 135. 135. 139. 153. -3.69 11.9 0.332 0.534 0.621 0.973 0.999 0.750
Control [-] 120. 120. 140. 154. -19.7 25.4 0.298 0.156 0.392 0.974 0.994 0.582
Randomized [-] 119. 118. 140. 154. -21.1 27.0 0.316 0.144 0.358 0.972 0.993 0.565
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 [-] 181.
CLM5_GSWP3V1 [-] 174. 174. 180. 205. -4.53 13.5 0.346 0.589 0.670 0.970 0.930 0.766
Control [-] 147. 147. 180. 205. -29.8 34.2 0.600 0.0835 0.486 0.940 0.996 0.598
Randomized [-] 147. 147. 180. 205. -30.6 35.3 0.774 0.0779 0.451 0.922 0.994 0.579
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 [-] 62.8
CLM5_GSWP3V1 [-] 66.3 66.6 63.2 53.2 2.24 11.0 0.172 0.754 0.634 0.989 0.998 0.802
Control [-] 43.6 44.0 64.0 54.2 -21.0 31.6 0.628 0.0824 0.118 0.958 0.993 0.454
Randomized [-] 43.5 43.9 64.0 54.2 -21.1 31.9 0.615 0.0817 0.118 0.959 0.994 0.454
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 [-] 199.
CLM5_GSWP3V1 [-] 192. 192. 200. 198. -9.27 11.7 0.412 0.492 0.760 0.967 0.997 0.795
Control [-] 165. 165. 199. 197. -36.0 38.0 0.399 0.00338 0.692 0.964 0.999 0.670
Randomized [-] 163. 164. 199. 197. -37.2 39.2 0.468 0.00329 0.663 0.961 0.998 0.658
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 [-] 122.
CLM5_GSWP3V1 [-] 113. 113. 119. 147. -3.61 9.05 0.245 0.635 0.739 0.984 0.989 0.817
Control [-] 99.7 99.7 120. 148. -18.1 21.6 0.305 0.191 0.516 0.980 0.986 0.638
Randomized [-] 98.4 98.5 120. 148. -19.2 22.2 0.331 0.148 0.515 0.978 0.983 0.628
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 [-] 143.
CLM5_GSWP3V1 [-] 136. 136. 142. 173. -4.51 11.7 0.368 0.599 0.696 0.961 0.998 0.790
Control [-] 118. 118. 142. 174. -23.0 27.2 0.552 0.116 0.527 0.932 0.973 0.615
Randomized [-] 118. 118. 142. 174. -23.6 27.8 0.589 0.112 0.514 0.930 0.971 0.608
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.
CLM5_GSWP3V1 [-] 162. 162. 175. 222. -12.3 16.5 0.268 0.356 0.697 0.979 0.948 0.736
Control [-] 143. 143. 176. 222. -31.7 32.1 0.306 0.0524 0.708 0.976 0.987 0.686
Randomized [-] 142. 142. 176. 222. -32.7 32.9 0.316 0.0419 0.709 0.975 0.983 0.684
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 [-] 69.4
CLM5_GSWP3V1 [-] 70.1 70.0 69.4 70.3 -0.771 13.1 0.0821 0.674 0.576 0.995 0.987 0.761
Control [-] 53.7 53.7 70.1 71.1 -18.0 26.3 0.247 0.212 0.282 0.984 0.989 0.550
Randomized [-] 54.5 54.4 70.1 71.1 -17.2 25.7 0.292 0.235 0.284 0.980 0.988 0.554
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 [-] 204.
CLM5_GSWP3V1 [-] 191. 192. 201. 218. -7.27 12.7 0.412 0.559 0.763 0.956 0.970 0.802
Control [-] 160. 160. 201. 219. -38.9 40.7 0.801 0.0487 0.607 0.887 0.896 0.609
Randomized [-] 159. 160. 201. 219. -39.1 41.0 0.780 0.0472 0.595 0.899 0.902 0.607
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 [-] 151.
CLM5_GSWP3V1 [-] 144. 144. 149. 191. -3.70 7.09 0.255 0.744 0.783 0.983 0.989 0.856
Control [-] 123. 123. 150. 192. -25.9 27.8 0.265 0.00840 0.504 0.979 0.971 0.593
Randomized [-] 122. 122. 150. 192. -26.8 29.1 0.400 0.00754 0.453 0.970 0.963 0.569
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.
CLM5_GSWP3V1 [-] 110. 111. 110. 116. 0.593 9.42 0.111 0.652 0.699 0.993 0.999 0.808
Control [-] 89.8 89.8 111. 117. -21.2 23.9 0.183 0.0778 0.456 0.987 0.959 0.587
Randomized [-] 90.3 90.4 111. 117. -20.6 23.8 0.279 0.0788 0.431 0.981 0.968 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 [-] 164.
CLM5_GSWP3V1 [-] 159. 159. 164. 166. -4.61 10.4 0.133 0.582 0.672 0.991 0.975 0.779
Control [-] 134. 134. 165. 167. -30.1 30.7 0.131 0.00789 0.539 0.991 0.984 0.612
Randomized [-] 133. 133. 165. 167. -31.2 31.7 0.148 0.00789 0.534 0.990 0.977 0.609
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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 [-] 176.
CLM5_GSWP3V1 [-] 173. 173. 175. 218. -0.890 8.42 0.734 0.783 0.808 0.906 0.898 0.840
Control [-] 154. 154. 175. 218. -20.0 25.2 1.34 0.205 0.653 0.804 0.956 0.654
Randomized [-] 153. 153. 175. 218. -20.7 25.9 1.39 0.189 0.633 0.795 0.967 0.643
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 [-] 185.
CLM5_GSWP3V1 [-] 179. 180. 184. 204. -4.72 9.62 0.517 0.730 0.774 0.940 0.982 0.840
Control [-] 160. 161. 184. 203. -23.1 26.0 1.17 0.0927 0.674 0.823 0.975 0.648
Randomized [-] 159. 159. 184. 203. -24.8 27.4 1.10 0.0777 0.680 0.852 0.934 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 [-] 178.
CLM5_GSWP3V1 [-] 176. 175. 179. 170. -8.21 17.3 0.392 0.366 0.593 0.959 0.997 0.702
Control [-] 158. 157. 179. 170. -25.7 31.7 0.436 0.0805 0.541 0.947 0.993 0.621
Randomized [-] 158. 157. 179. 170. -25.7 31.9 0.480 0.0747 0.524 0.947 0.992 0.612

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
Data not available
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BENCHMARK MAX MONTH
Data not available
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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
CLM5_GSWP3V1
Data not available
Data not available
Control
Data not available
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Randomized
Data not available
Data not available

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-rsns-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