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 [-] 108.
Control [-] 99.6 98.5 108. 111. 76.3 -9.48 19.5 2.86 0.381 0.528 0.523 0.989 0.590
Randomized [-] 103. 102. 108. 111. 76.3 -6.10 19.2 2.79 0.438 0.477 0.533 0.974 0.580
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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 [-] 98.5
Control [-] 67.5 66.4 98.5 85.1 100. -32.0 35.9 1.45 0.0678 0.472 0.803 0.944 0.552
Randomized [-] 70.9 69.9 98.5 87.5 100. -28.5 33.0 1.90 0.0804 0.460 0.712 0.956 0.534
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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 [-] 105.
Control [-] 84.9 82.9 105. 105. 121. -22.0 27.4 1.73 0.143 0.491 0.734 0.973 0.566
Randomized [-] 87.7 85.7 105. 107. 121. -19.2 25.5 1.64 0.184 0.484 0.763 0.963 0.575
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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 [-] 20.1
Control [-] 2.21 3.68 20.1 -4.83 -16.5 21.9 0.545 0.178 0.439 0.964 0.687 0.541
Randomized [-] 5.80 7.62 20.1 -2.95 -12.6 20.2 0.472 0.329 0.395 0.969 0.777 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 [-] 112.
Control [-] 112. 105. 112. 123. 142. -4.31 25.2 2.59 0.386 0.633 0.589 0.296 0.507
Randomized [-] 117. 110. 112. 128. 142. 0.477 25.3 2.47 0.383 0.629 0.588 0.297 0.505
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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 [-] 37.0
Control [-] 19.6 19.4 37.0 21.0 -17.5 24.7 0.366 0.136 0.335 0.976 0.729 0.502
Randomized [-] 21.1 20.9 37.0 22.4 -15.9 25.0 0.460 0.155 0.245 0.969 0.797 0.483
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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 [-] 54.8
Control [-] 45.2 43.6 54.8 59.0 59.7 -11.0 22.5 0.493 0.373 0.284 0.959 0.958 0.572
Randomized [-] 46.0 44.5 54.8 59.5 59.7 -10.2 23.7 0.428 0.403 0.212 0.966 0.969 0.553
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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 [-] 90.0
Control [-] 79.2 74.5 90.0 109. 75.7 -14.7 26.1 2.04 0.271 0.328 0.691 0.900 0.504
Randomized [-] 80.6 75.7 90.0 111. 75.7 -13.4 25.5 1.94 0.322 0.314 0.715 0.894 0.512
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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 [-] 18.4
Control [-] -5.09 -3.39 18.4 -11.9 16.8 -21.8 25.2 0.376 0.0352 0.490 0.975 0.375 0.473
Randomized [-] -4.36 -2.44 18.4 -12.2 16.8 -20.8 24.5 0.406 0.0578 0.484 0.973 0.449 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 [-] 91.7
Control [-] 71.9 70.5 91.7 83.5 127. -20.8 24.2 0.764 0.142 0.546 0.924 0.993 0.630
Randomized [-] 73.1 71.7 91.7 85.0 127. -19.7 23.1 0.831 0.166 0.556 0.920 0.991 0.637
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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 [-] 34.9 34.8 44.4 35.6 47.9 -8.91 23.1 0.355 0.389 0.172 0.976 0.925 0.527
Randomized [-] 34.3 34.1 44.4 35.2 47.9 -9.60 23.4 0.414 0.354 0.168 0.972 0.931 0.518
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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 [-] 72.3
Control [-] 48.0 54.9 72.3 20.9 87.0 -16.9 25.3 1.12 0.234 0.426 0.849 0.977 0.582
Randomized [-] 49.4 56.6 72.3 21.5 87.0 -15.3 24.9 1.14 0.261 0.393 0.847 0.978 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 [-] 57.6
Control [-] 39.3 37.7 57.6 69.8 57.5 -19.3 24.9 0.927 0.274 0.663 0.900 0.687 0.637
Randomized [-] 40.2 38.6 57.6 70.1 57.5 -18.4 24.5 0.863 0.288 0.652 0.911 0.684 0.637
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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 [-] 23.5
Control [-] 1.53 4.16 23.5 -3.90 15.4 -19.5 25.7 0.324 0.150 0.414 0.977 0.677 0.526
Randomized [-] 2.81 5.40 23.5 -2.54 15.4 -18.3 24.8 0.290 0.165 0.392 0.980 0.738 0.533
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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 [-] 98.2
Control [-] 86.8 81.0 98.2 104. 78.9 -15.2 25.1 1.76 0.223 0.456 0.752 0.866 0.551
Randomized [-] 88.1 81.9 98.2 106. 78.9 -14.3 24.9 1.55 0.231 0.432 0.800 0.865 0.552
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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 [-] 75.4
Control [-] 56.6 55.8 75.4 63.4 -18.9 28.4 0.342 0.0749 0.165 0.976 0.981 0.472
Randomized [-] 57.1 56.2 75.4 64.2 -18.4 29.7 0.387 0.0935 0.112 0.973 0.967 0.451
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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 [-] 44.3
Control [-] 26.7 26.4 44.3 28.6 -18.0 25.7 0.291 0.121 0.303 0.980 0.921 0.526
Randomized [-] 28.3 28.0 44.3 29.8 -16.4 25.9 0.357 0.149 0.226 0.976 0.948 0.505
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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 [-] 66.6
Control [-] 48.6 48.6 66.6 56.5 66.2 -17.8 22.1 0.445 0.121 0.500 0.962 0.994 0.615
Randomized [-] 48.6 48.6 66.6 56.5 66.2 -17.8 22.5 0.493 0.125 0.461 0.959 0.993 0.600
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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 [-] 116.
Control [-] 109. 108. 116. 129. 107. -7.93 26.1 2.90 0.437 0.302 0.525 0.746 0.462
Randomized [-] 112. 111. 116. 132. 107. -4.96 26.9 3.17 0.470 0.259 0.477 0.741 0.441
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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 [-] 111.
Control [-] 89.8 89.4 111. 96.3 -21.9 27.6 1.91 0.154 0.481 0.705 0.875 0.539
Randomized [-] 92.2 91.8 111. 97.9 -19.4 25.5 1.91 0.202 0.476 0.714 0.899 0.553
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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 [-] 80.4
Control [-] 69.1 70.1 80.5 58.1 43.0 -11.0 22.0 0.775 0.287 0.483 0.912 0.905 0.614
Randomized [-] 70.2 71.2 80.5 58.8 43.0 -9.89 21.9 0.862 0.303 0.455 0.907 0.907 0.605

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
Data not available
ANNUAL CYCLE
Data not available
MONTHLY ANOMALY
Data not available
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