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.
I62_CRUJRA [-] 179. 179. 183. 204. -5.15 24.7 2.25 0.457 0.289 0.658 0.947 0.528
I63_CRUJRA [-] 179. 179. 183. 204. -5.15 24.7 2.25 0.457 0.289 0.658 0.947 0.528
I65_CRUJRA [-] 179. 179. 183. 204. -4.78 24.6 2.25 0.463 0.287 0.657 0.947 0.528
I67_GSWP3 [-] 176. 176. 184. 205. -7.18 12.4 0.809 0.608 0.762 0.900 0.904 0.787
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.
I62_CRUJRA [-] 194. 194. 198. 216. -3.78 28.4 2.01 0.397 0.173 0.693 0.936 0.474
I63_CRUJRA [-] 194. 194. 198. 216. -3.78 28.4 2.01 0.397 0.173 0.693 0.936 0.474
I65_CRUJRA [-] 195. 195. 198. 216. -2.86 28.7 2.14 0.393 0.160 0.668 0.934 0.463
I67_GSWP3 [-] 194. 194. 198. 196. -4.12 11.5 0.908 0.587 0.714 0.875 0.837 0.745
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.
I62_CRUJRA [-] 191. 191. 200. 219. -8.76 19.2 1.49 0.438 0.528 0.785 0.999 0.656
I63_CRUJRA [-] 191. 191. 200. 219. -8.76 19.2 1.48 0.438 0.528 0.785 0.999 0.656
I65_CRUJRA [-] 191. 191. 200. 219. -8.47 19.1 1.49 0.446 0.519 0.785 0.999 0.654
I67_GSWP3 [-] 194. 194. 200. 219. -7.47 11.6 0.645 0.671 0.770 0.924 0.956 0.818
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 [-] 71.2
I62_CRUJRA [-] 69.3 69.4 71.0 73.0 -2.15 13.7 0.187 0.734 0.536 0.988 0.917 0.742
I63_CRUJRA [-] 67.6 67.7 71.0 73.0 -3.77 12.8 0.190 0.698 0.587 0.987 0.937 0.759
I65_CRUJRA [-] 68.8 68.8 71.0 73.0 -2.73 13.5 0.193 0.724 0.545 0.987 0.925 0.745
I67_GSWP3 [-] 72.7 72.8 70.4 67.4 1.80 12.2 0.253 0.706 0.626 0.983 0.959 0.780
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.
I62_CRUJRA [-] 187. 187. 186. 204. 3.76 18.2 1.78 0.502 0.649 0.736 0.995 0.706
I63_CRUJRA [-] 187. 187. 186. 204. 3.76 18.2 1.78 0.502 0.649 0.736 0.995 0.706
I65_CRUJRA [-] 188. 188. 186. 204. 4.18 18.4 1.78 0.498 0.648 0.737 0.995 0.705
I67_GSWP3 [-] 168. 168. 189. 208. -16.1 18.0 0.977 0.465 0.814 0.850 0.924 0.773
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 [-] 100.
I62_CRUJRA [-] 96.6 96.4 99.9 117. -3.41 12.7 0.385 0.603 0.576 0.973 0.996 0.745
I63_CRUJRA [-] 96.2 96.0 99.9 117. -3.77 12.7 0.378 0.598 0.576 0.974 0.995 0.744
I65_CRUJRA [-] 97.0 96.8 99.9 117. -3.01 13.3 0.388 0.600 0.551 0.973 0.996 0.734
I67_GSWP3 [-] 99.3 99.3 99.3 118. 0.324 7.75 0.186 0.810 0.726 0.988 0.981 0.846
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.
I62_CRUJRA [-] 141. 140. 140. 154. 0.396 15.6 0.593 0.500 0.520 0.943 0.930 0.683
I63_CRUJRA [-] 140. 140. 140. 154. 0.189 15.5 0.593 0.505 0.521 0.943 0.934 0.685
I65_CRUJRA [-] 141. 140. 140. 154. 0.448 15.6 0.597 0.499 0.517 0.943 0.929 0.681
I67_GSWP3 [-] 135. 135. 140. 156. -4.56 12.1 0.321 0.560 0.604 0.974 0.998 0.748
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 [-] 182.
I62_CRUJRA [-] 178. 178. 180. 205. -1.66 18.6 0.568 0.573 0.478 0.949 0.999 0.695
I63_CRUJRA [-] 178. 178. 180. 205. -1.69 18.6 0.568 0.573 0.478 0.949 0.998 0.695
I65_CRUJRA [-] 178. 178. 180. 205. -1.57 18.6 0.569 0.574 0.477 0.949 0.999 0.695
I67_GSWP3 [-] 170. 170. 181. 210. -9.76 16.1 0.338 0.501 0.655 0.970 0.846 0.726
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 [-] 63.6
I62_CRUJRA [-] 62.4 62.7 64.0 54.2 -2.31 11.5 0.177 0.731 0.606 0.988 0.992 0.785
I63_CRUJRA [-] 60.8 61.2 64.0 54.2 -3.81 11.0 0.166 0.693 0.639 0.989 0.997 0.792
I65_CRUJRA [-] 61.9 62.2 64.0 54.2 -2.79 11.5 0.169 0.721 0.606 0.989 0.996 0.784
I67_GSWP3 [-] 66.4 66.8 62.8 58.3 2.34 10.1 0.208 0.779 0.663 0.986 0.990 0.816
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.
I62_CRUJRA [-] 198. 198. 199. 197. -2.87 12.0 0.704 0.598 0.641 0.942 0.976 0.760
I63_CRUJRA [-] 198. 198. 199. 197. -2.87 12.0 0.704 0.598 0.641 0.942 0.976 0.760
I65_CRUJRA [-] 198. 198. 199. 197. -2.57 11.9 0.723 0.609 0.636 0.940 0.978 0.760
I67_GSWP3 [-] 189. 189. 199. 212. -12.3 14.5 0.374 0.382 0.743 0.970 0.997 0.767
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 [-] 123.
I62_CRUJRA [-] 122. 122. 120. 148. 3.13 15.5 0.232 0.463 0.502 0.984 0.990 0.688
I63_CRUJRA [-] 122. 122. 120. 148. 3.02 15.5 0.233 0.467 0.501 0.984 0.991 0.689
I65_CRUJRA [-] 122. 123. 120. 148. 3.32 15.9 0.236 0.455 0.486 0.984 0.990 0.680
I67_GSWP3 [-] 110. 110. 121. 152. -7.79 11.3 0.228 0.547 0.717 0.985 0.981 0.789
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 [-] 144.
I62_CRUJRA [-] 141. 141. 142. 174. -0.561 20.2 0.780 0.492 0.539 0.908 0.942 0.684
I63_CRUJRA [-] 141. 141. 142. 174. -0.822 20.2 0.778 0.488 0.540 0.908 0.944 0.684
I65_CRUJRA [-] 141. 141. 142. 174. -0.374 20.2 0.789 0.493 0.533 0.906 0.943 0.682
I67_GSWP3 [-] 136. 135. 143. 189. -6.78 12.7 0.386 0.559 0.701 0.960 0.995 0.783
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.
I62_CRUJRA [-] 166. 166. 176. 222. -9.01 17.7 0.713 0.385 0.583 0.926 0.983 0.692
I63_CRUJRA [-] 166. 166. 176. 222. -9.02 17.7 0.713 0.385 0.583 0.926 0.983 0.692
I65_CRUJRA [-] 166. 166. 176. 222. -8.98 17.7 0.716 0.385 0.583 0.925 0.983 0.692
I67_GSWP3 [-] 163. 163. 177. 228. -12.8 17.5 0.243 0.359 0.690 0.981 0.861 0.716
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 [-] 70.2
I62_CRUJRA [-] 70.8 70.6 70.1 71.1 -0.592 11.4 0.116 0.714 0.628 0.992 0.997 0.792
I63_CRUJRA [-] 69.0 68.9 70.1 71.1 -2.32 11.7 0.0943 0.690 0.621 0.994 0.993 0.784
I65_CRUJRA [-] 70.5 70.3 70.1 71.1 -0.853 11.7 0.108 0.713 0.614 0.993 0.997 0.786
I67_GSWP3 [-] 71.9 71.8 69.5 62.0 0.701 11.2 0.0949 0.719 0.658 0.994 0.991 0.804
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.
I62_CRUJRA [-] 190. 190. 201. 219. -9.90 25.6 1.23 0.264 0.479 0.838 0.904 0.593
I63_CRUJRA [-] 190. 190. 201. 219. -9.90 25.6 1.23 0.264 0.479 0.838 0.904 0.593
I65_CRUJRA [-] 190. 190. 201. 219. -9.69 25.6 1.24 0.268 0.476 0.836 0.898 0.591
I67_GSWP3 [-] 187. 188. 203. 218. -13.8 16.7 0.434 0.447 0.769 0.951 0.937 0.775
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 [-] 152.
I62_CRUJRA [-] 144. 144. 150. 192. -4.97 12.5 0.517 0.681 0.573 0.965 0.945 0.747
I63_CRUJRA [-] 144. 144. 150. 192. -5.12 12.6 0.517 0.676 0.571 0.965 0.949 0.746
I65_CRUJRA [-] 145. 145. 150. 192. -4.60 12.4 0.515 0.695 0.571 0.965 0.951 0.751
I67_GSWP3 [-] 141. 141. 151. 198. -8.12 9.95 0.263 0.552 0.768 0.982 0.967 0.808
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 [-] 111.
I62_CRUJRA [-] 111. 111. 111. 117. 0.0587 10.7 0.312 0.720 0.612 0.979 0.999 0.784
I63_CRUJRA [-] 111. 111. 111. 117. -0.250 10.8 0.312 0.714 0.606 0.979 0.999 0.781
I65_CRUJRA [-] 112. 112. 111. 117. 0.894 11.4 0.320 0.715 0.584 0.979 0.999 0.772
I67_GSWP3 [-] 107. 107. 110. 134. -3.57 8.95 0.111 0.656 0.707 0.992 0.977 0.808
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 [-] 165.
I62_CRUJRA [-] 152. 152. 165. 167. -12.7 16.4 0.282 0.301 0.568 0.981 0.963 0.676
I63_CRUJRA [-] 151. 151. 165. 167. -13.0 16.7 0.282 0.286 0.562 0.981 0.966 0.671
I65_CRUJRA [-] 152. 152. 165. 167. -12.2 16.2 0.287 0.317 0.562 0.981 0.964 0.677
I67_GSWP3 [-] 157. 157. 164. 173. -6.65 10.9 0.142 0.523 0.679 0.991 0.965 0.767
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 [-] 176.
I62_CRUJRA [-] 163. 163. 175. 218. -11.4 22.8 1.48 0.275 0.643 0.787 0.979 0.665
I63_CRUJRA [-] 163. 163. 175. 218. -11.4 22.8 1.48 0.275 0.643 0.787 0.979 0.665
I65_CRUJRA [-] 163. 163. 175. 218. -11.1 22.7 1.48 0.279 0.642 0.787 0.979 0.666
I67_GSWP3 [-] 166. 166. 175. 226. -8.21 12.0 0.723 0.577 0.820 0.908 0.888 0.803
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.
I62_CRUJRA [-] 174. 174. 184. 203. -10.4 17.8 1.01 0.403 0.672 0.878 0.937 0.712
I63_CRUJRA [-] 174. 174. 184. 203. -10.4 17.8 1.01 0.403 0.672 0.878 0.937 0.712
I65_CRUJRA [-] 174. 174. 184. 203. -10.1 17.7 1.03 0.403 0.669 0.875 0.934 0.710
I67_GSWP3 [-] 176. 177. 184. 212. -8.11 12.1 0.506 0.623 0.750 0.943 0.978 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 [-] 178.
I62_CRUJRA [-] 178. 177. 179. 170. -4.60 27.0 0.700 0.311 0.396 0.938 0.805 0.569
I63_CRUJRA [-] 178. 177. 179. 170. -4.66 27.1 0.700 0.310 0.395 0.938 0.804 0.568
I65_CRUJRA [-] 178. 177. 179. 170. -4.59 27.0 0.698 0.312 0.396 0.938 0.805 0.569
I67_GSWP3 [-] 171. 170. 178. 187. -10.4 18.6 0.364 0.307 0.564 0.963 0.997 0.679

Temporally integrated period mean

BENCHMARK MEAN
Data not available
Data not available
MODEL MEAN
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BIAS
Data not available
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BIAS SCORE
Data not available
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RMSE
Data not available
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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
I62_CRUJRA
Data not available
Data not available
I63_CRUJRA
Data not available
Data not available
I65_CRUJRA
Data not available
Data not available
I67_GSWP3
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