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 [-] 40.1
Control [-] 29.6 28.0 40.1 44.3 41.3 -11.6 20.2 3.10 0.356 0.505 0.477 0.970 0.563
Randomized [-] 31.4 30.1 40.1 44.8 41.3 -9.47 19.2 3.07 0.432 0.487 0.490 0.957 0.571
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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 [-] 50.4
Control [-] 31.8 31.6 50.5 46.1 30.9 -18.8 29.7 2.13 0.180 0.282 0.695 0.811 0.450
Randomized [-] 32.3 32.0 50.5 46.2 30.9 -18.4 28.9 2.19 0.181 0.293 0.685 0.876 0.466
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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 [-] 55.9
Control [-] 41.4 41.0 55.9 45.8 63.1 -14.6 23.6 1.67 0.284 0.415 0.742 0.954 0.562
Randomized [-] 43.2 42.9 55.9 47.2 63.1 -12.8 23.2 1.89 0.332 0.382 0.709 0.982 0.557
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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 [-] 4.01
Control [-] -8.52 -7.93 4.01 -11.4 -12.0 17.7 1.18 0.287 0.487 0.880 0.199 0.468
Randomized [-] -7.36 -6.67 4.01 -10.7 -10.7 16.3 0.880 0.355 0.516 0.915 0.212 0.503
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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 [-] 13.9
Control [-] 27.2 24.6 13.9 30.6 16.9 11.3 16.7 2.41 0.420 0.669 0.613 0.346 0.544
Randomized [-] 28.6 25.8 13.9 32.3 16.9 12.5 17.1 2.31 0.380 0.679 0.630 0.410 0.556
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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 [-] 10.5
Control [-] -1.93 -2.04 10.5 0.361 -12.4 18.8 1.42 0.244 0.418 0.841 0.503 0.485
Randomized [-] -1.38 -1.52 10.5 1.30 -11.9 18.8 1.29 0.272 0.398 0.862 0.527 0.492
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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 [-] 27.7
Control [-] 17.5 17.2 27.7 18.1 15.7 -10.5 18.4 1.21 0.314 0.420 0.844 0.921 0.584
Randomized [-] 16.7 16.3 27.7 18.2 15.7 -11.4 19.1 1.23 0.278 0.411 0.842 0.921 0.573
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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 [-] 36.8
Control [-] 21.9 20.9 36.8 27.7 31.7 -15.6 25.4 2.67 0.246 0.336 0.576 0.952 0.489
Randomized [-] 22.0 20.8 36.8 28.7 31.7 -15.7 25.5 2.65 0.253 0.333 0.579 0.955 0.490
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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 [-] 1.17
Control [-] -12.3 -11.7 1.17 -14.9 7.31 -12.9 19.5 1.33 0.229 0.409 0.873 0.425 0.469
Randomized [-] -12.2 -11.6 1.17 -15.1 7.31 -12.7 19.1 1.38 0.235 0.425 0.861 0.452 0.480
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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 [-] 65.3
Control [-] 43.6 44.8 65.4 33.8 54.2 -20.8 24.8 0.483 0.0660 0.445 0.946 0.979 0.576
Randomized [-] 43.2 44.4 65.4 33.6 54.2 -21.1 25.4 0.679 0.0579 0.417 0.937 0.974 0.561
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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 [-] 11.6
Control [-] 5.34 5.19 11.6 6.03 26.2 -6.11 15.1 0.733 0.515 0.410 0.938 0.900 0.635
Randomized [-] 5.13 4.87 11.6 6.26 26.2 -6.43 15.2 0.748 0.501 0.414 0.935 0.897 0.632
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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 [-] 34.8
Control [-] 17.3 21.2 34.8 1.85 45.3 -13.4 21.5 1.58 0.270 0.449 0.781 0.944 0.579
Randomized [-] 17.3 21.3 34.8 2.04 45.3 -13.4 21.6 1.60 0.271 0.437 0.780 0.945 0.574
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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 [-] 51.8
Control [-] 32.1 30.9 51.8 52.7 49.2 -20.5 24.5 1.12 0.181 0.635 0.871 0.876 0.639
Randomized [-] 31.8 30.7 51.8 51.8 49.2 -20.7 24.7 1.21 0.177 0.616 0.866 0.884 0.632
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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 [-] 7.56
Control [-] -9.58 -8.74 7.56 -11.3 9.55 -16.3 22.5 1.25 0.121 0.388 0.869 0.120 0.377
Randomized [-] -9.12 -8.27 7.56 -10.9 9.55 -15.8 22.1 1.30 0.127 0.388 0.863 0.127 0.379
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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 [-] 47.4
Control [-] 34.3 32.6 47.4 39.3 47.6 -14.0 23.5 1.35 0.249 0.509 0.808 0.937 0.602
Randomized [-] 34.7 32.9 47.4 39.7 47.6 -13.8 23.2 1.33 0.251 0.500 0.818 0.920 0.598
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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 [-] 21.1
Control [-] 11.4 11.0 21.1 14.4 -9.89 17.9 1.48 0.324 0.367 0.798 0.771 0.525
Randomized [-] 11.5 11.1 21.1 14.9 -9.82 18.3 1.44 0.325 0.346 0.812 0.747 0.515
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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 [-] 16.1
Control [-] 0.990 0.692 16.1 2.45 -15.4 20.2 1.37 0.128 0.454 0.845 0.582 0.492
Randomized [-] 1.83 1.57 16.1 3.08 -14.6 19.8 1.59 0.156 0.434 0.800 0.644 0.494
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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 [-] 39.8
Control [-] 22.0 21.6 39.8 30.9 34.1 -18.0 21.5 0.778 0.0837 0.499 0.928 0.970 0.596
Randomized [-] 20.8 20.6 39.8 29.1 34.1 -19.1 22.7 0.830 0.0700 0.463 0.924 0.968 0.577
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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 [-] 24.3
Control [-] 22.6 22.3 24.3 31.0 28.4 -1.85 17.8 3.28 0.592 0.494 0.452 0.859 0.578
Randomized [-] 23.1 22.7 24.3 32.4 28.4 -1.46 17.8 2.95 0.603 0.478 0.517 0.892 0.594
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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 [-] 44.4
Control [-] 33.3 33.6 44.4 32.4 -10.8 21.4 2.26 0.407 0.412 0.639 0.978 0.570
Randomized [-] 31.0 31.1 44.4 31.9 -13.3 22.9 2.46 0.360 0.391 0.608 0.975 0.545
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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 [-] 56.8
Control [-] 45.2 45.7 56.9 38.7 33.0 -11.4 23.8 0.796 0.194 0.308 0.919 0.826 0.511
Randomized [-] 44.3 44.9 56.9 38.6 33.0 -12.2 23.5 0.751 0.197 0.323 0.927 0.855 0.525

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
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MODEL COLORS
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Spatially integrated regional mean

MODEL COLORS
Data not available
REGIONAL MEAN
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ANNUAL CYCLE
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MONTHLY ANOMALY
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ANNUAL CYCLE
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All Models

Benchmark
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Control
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Randomized
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Data Information

  Title:
Conserving Land-Atmosphere Synthesis Suite (CLASS) v1.1

  Version:
1.1

  Institution:
University of New South Wales

  Source:
Ground Heat Flux (GLDAS, MERRALND, MERRAFLX, NCEP_DOII, NCEP_NCAR), Sensible Heat Flux(GLDAS, MERRALND, MERRAFLX, NCEP_DOII, NCEP_NCAR, MPIBGC, Princeton), Latent Heat Flux(DOLCE1.0), Net Radiation (GLDAS, MERRALND, NCEP_DOII, NCEP_NCAR, ERAI, EBAF4.0), Precipitation(REGEN1.1), Runoff(LORA1.0), Change in Water storage(GRACE(GFZ, JPL, CSR))

  History:
2020-01-30: downloaded source from [http://dapds00.nci.org.au/thredds/fileServer/ks32/ARCCSS_Data/CLASS/v1-1/CLASS_v1-1_2003.nc,http://dapds00.nci.org.au/thredds/fileServer/ks32/ARCCSS_Data/CLASS/v1-1/CLASS_v1-1_2004.nc,http://dapds00.nci.org.au/thredds/fileServer/ks32/ARCCSS_Data/CLASS/v1-1/CLASS_v1-1_2005.nc,http://dapds00.nci.org.au/thredds/fileServer/ks32/ARCCSS_Data/CLASS/v1-1/CLASS_v1-1_2006.nc,http://dapds00.nci.org.au/thredds/fileServer/ks32/ARCCSS_Data/CLASS/v1-1/CLASS_v1-1_2007.nc,http://dapds00.nci.org.au/thredds/fileServer/ks32/ARCCSS_Data/CLASS/v1-1/CLASS_v1-1_2008.nc,http://dapds00.nci.org.au/thredds/fileServer/ks32/ARCCSS_Data/CLASS/v1-1/CLASS_v1-1_2009.nc] 2020-01-30: converted to ILAMB netCDF4 with https://github.com/rubisco-sfa/ILAMB-Data/blob/master/CLASS/CLASS_to_ILAMB.py

  References:
Sanaa Hobeichi (2019), Conserving Land-Atmosphere Synthesis Suite (CLASS) v1.1, doi:10.25914/5c872258dc183

Hobeichi, Sanaa and Abramowitz, Gab and Evans, Jason (2020), Conserving Land–Atmosphere Synthesis Suite (CLASS), Journal of Climate, 5, doi:10.1175/JCLI-D-19-0036.1