Mean State

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Period Mean (original grids) [degC]
Bias [degC]
RMSE [degC]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Overall Score [1]
Benchmark [-] 24.8
CLM5_GSWP3V1 [-] 26.6 1.81 1.91 0.508 0.263 0.696 0.966 0.655
Control [-] 25.7 0.879 1.01 0.00 0.525 0.590 1.00 0.676
Randomized [-] 25.5 0.731 1.24 0.508 0.588 0.504 0.966 0.641
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Period Mean (original grids) [degC]
Bias [degC]
RMSE [degC]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Overall Score [1]
Benchmark [-] 27.8
CLM5_GSWP3V1 [-] 28.8 0.996 1.74 0.00 0.654 0.598 1.00 0.713
Control [-] 28.1 0.291 1.73 1.52 0.701 0.502 0.841 0.636
Randomized [-] 28.0 0.185 2.34 0.508 0.708 0.403 0.966 0.620
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Period Mean (original grids) [degC]
Bias [degC]
RMSE [degC]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Overall Score [1]
Benchmark [-] 22.3
CLM5_GSWP3V1 [-] 23.8 1.48 2.41 0.00 0.556 0.472 1.00 0.625
Control [-] 22.6 0.255 1.65 0.00 0.903 0.531 1.00 0.741
Randomized [-] 22.5 0.194 2.01 0.00 0.926 0.451 1.00 0.707
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Period Mean (original grids) [degC]
Bias [degC]
RMSE [degC]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Overall Score [1]
Benchmark [-] -11.8
CLM5_GSWP3V1 [-] -12.2 -0.463 2.03 0.00 0.973 0.889 1.00 0.938
Control [-] -11.9 -0.183 2.64 0.00 0.968 0.862 1.00 0.923
Randomized [-] -11.9 -0.103 4.36 0.00 0.974 0.783 1.00 0.885
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Period Mean (original grids) [degC]
Bias [degC]
RMSE [degC]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Overall Score [1]
Benchmark [-] 25.3
CLM5_GSWP3V1 [-] 26.8 1.43 1.47 0.00 0.121 0.603 1.00 0.582
Control [-] 26.0 0.660 0.865 0.00 0.379 0.495 1.00 0.592
Randomized [-] 26.1 0.809 1.16 0.00 0.304 0.251 1.00 0.451
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Period Mean (original grids) [degC]
Bias [degC]
RMSE [degC]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Overall Score [1]
Benchmark [-] 3.61
CLM5_GSWP3V1 [-] 3.13 -0.479 1.25 0.00 0.922 0.903 1.00 0.932
Control [-] 2.13 -1.48 1.37 0.00 0.875 0.906 1.00 0.922
Randomized [-] 2.08 -1.53 4.24 0.00 0.874 0.705 1.00 0.821
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Period Mean (original grids) [degC]
Bias [degC]
RMSE [degC]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Overall Score [1]
Benchmark [-] 6.27
CLM5_GSWP3V1 [-] 6.66 0.394 1.66 0.0861 0.872 0.903 0.994 0.918
Control [-] 5.82 -0.444 1.78 0.0861 0.870 0.901 0.994 0.916
Randomized [-] 5.66 -0.601 2.75 0.0861 0.874 0.805 0.994 0.869
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Period Mean (original grids) [degC]
Bias [degC]
RMSE [degC]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Overall Score [1]
Benchmark [-] 20.6
CLM5_GSWP3V1 [-] 21.2 0.708 1.40 0.319 0.765 0.776 0.979 0.824
Control [-] 20.5 -0.0403 1.27 0.320 0.835 0.785 0.979 0.846
Randomized [-] 20.5 0.000200 2.05 0.320 0.830 0.636 0.979 0.770
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Period Mean (original grids) [degC]
Bias [degC]
RMSE [degC]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Overall Score [1]
Benchmark [-] 9.37
CLM5_GSWP3V1 [-] 9.81 0.434 1.83 0.141 0.822 0.858 0.991 0.882
Control [-] 8.94 -0.432 1.97 0.313 0.800 0.857 0.979 0.873
Randomized [-] 8.94 -0.430 3.43 0.470 0.802 0.650 0.968 0.767
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Period Mean (original grids) [degC]
Bias [degC]
RMSE [degC]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Overall Score [1]
Benchmark [-] 10.4
CLM5_GSWP3V1 [-] 10.7 0.359 1.65 0.151 0.821 0.847 0.989 0.876
Control [-] 10.2 -0.0908 1.76 0.247 0.829 0.842 0.981 0.873
Randomized [-] 10.2 -0.0907 3.11 0.294 0.828 0.673 0.980 0.789
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Period Mean (original grids) [degC]
Bias [degC]
RMSE [degC]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Overall Score [1]
Benchmark [-] -7.46
CLM5_GSWP3V1 [-] -7.89 -0.432 2.66 0.00 0.922 0.856 1.00 0.908
Control [-] -8.63 -1.17 2.46 0.00 0.923 0.879 1.00 0.920
Randomized [-] -8.41 -0.958 4.32 0.00 0.925 0.750 1.00 0.856
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Period Mean (original grids) [degC]
Bias [degC]
RMSE [degC]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Overall Score [1]
Benchmark [-] 25.3
CLM5_GSWP3V1 [-] 26.6 1.34 1.36 0.00 0.0667 0.335 1.00 0.434
Control [-] 25.3 0.0160 0.496 2.03 0.963 0.375 0.749 0.616
Randomized [-] 25.2 -0.121 0.671 0.00 0.783 0.268 1.00 0.580
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Period Mean (original grids) [degC]
Bias [degC]
RMSE [degC]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Overall Score [1]
Benchmark [-] 9.23
CLM5_GSWP3V1 [-] 9.42 0.192 1.11 0.111 0.929 0.915 0.989 0.937
Control [-] 9.42 0.184 1.41 0.167 0.909 0.902 0.986 0.924
Randomized [-] 9.31 0.0756 2.97 0.195 0.913 0.740 0.987 0.845
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Period Mean (original grids) [degC]
Bias [degC]
RMSE [degC]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Overall Score [1]
Benchmark [-] -0.0990
CLM5_GSWP3V1 [-] -0.787 -0.688 1.53 0.00 0.933 0.923 1.00 0.945
Control [-] -1.20 -1.10 1.93 0.00 0.910 0.898 1.00 0.927
Randomized [-] -1.07 -0.970 4.37 0.00 0.913 0.729 1.00 0.843
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Period Mean (original grids) [degC]
Bias [degC]
RMSE [degC]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Overall Score [1]
Benchmark [-] 12.4
CLM5_GSWP3V1 [-] 13.2 0.840 2.08 0.255 0.818 0.828 0.983 0.864
Control [-] 13.6 1.20 2.06 0.255 0.793 0.857 0.983 0.872
Randomized [-] 13.7 1.31 3.19 0.369 0.785 0.688 0.975 0.784
Download Data
Period Mean (original grids) [degC]
Bias [degC]
RMSE [degC]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Overall Score [1]
Benchmark [-] 25.8
CLM5_GSWP3V1 [-] 26.9 1.15 1.36 0.00 0.230 0.514 1.00 0.565
Control [-] 26.6 0.875 1.34 0.00 0.330 0.371 1.00 0.518
Randomized [-] 26.6 0.855 1.33 0.00 0.340 0.283 1.00 0.477
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Period Mean (original grids) [degC]
Bias [degC]
RMSE [degC]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Overall Score [1]
Benchmark [-] 21.6
CLM5_GSWP3V1 [-] 22.2 0.573 0.979 0.983 0.877 0.860 0.937 0.884
Control [-] 21.0 -0.580 1.18 0.983 0.876 0.827 0.937 0.867
Randomized [-] 21.0 -0.561 1.91 0.983 0.880 0.668 0.937 0.788
Download Data
Period Mean (original grids) [degC]
Bias [degC]
RMSE [degC]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Overall Score [1]
Benchmark [-] 19.7
CLM5_GSWP3V1 [-] 17.3 -2.39 2.32 0.00 0.682 0.884 1.00 0.863
Control [-] 18.0 -1.74 1.94 0.00 0.757 0.868 1.00 0.873
Randomized [-] 17.5 -2.16 2.97 0.00 0.708 0.710 1.00 0.782

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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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
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CLM5_GSWP3V1
Data not available
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Control
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Randomized
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Data Information

  Title:
FluxNet Tower eddy covariance measurements (Tier 1)

  Version:
2015

  Institutions:
FluxNet, AmeriFlux, AfriFlux, AsiaFlux, ChinaFlux, Fluxnet-Canada, KoFlux, CarboAfrica, CarboEuropeIP, CarboItaly, CarboMont, GreenGrass, OzFlux-TERN, LBA, NECC, ICOS, TCOS-Siberia, and USCCC

  References:
Reichstein, M., D. Papale, R. Valentini, M. Aubinet, C. Bernhofer, A. Knohl, T. Laurila, A. Lindroth, E. Moors, K. Pilegaard, and G. Seufert (2007), Determinants of terrestrialecosystem carbon balance inferred from European eddy covarianceflux sites, Geophys. Res. Lett., 34, L01402, doi:10.1029/2006GL027880

Lasslop, G., M. Reichstein, D. Papale, A.D. Richardson, A. Arneth, A. Barr, P. Stoy, and G. Wohlfahrt (2010), Separation of net ecosystem exchange into assimilation and respiration using a light response curve approach: critical issues and global evaluation, Global Change Biology, 16, 187-208, doi:10.1111/j.1365-2486.2009.02041.x

Knauer, J., S. Zaehle, B.E. Medlyn, M. Reichstein, C.A. Williams, M. Migliavacca, M.G. De Kauwe, C. Werner, C. Keitel, P. Kolari, J.-M. Limousin, and M.-L. Linderson (2018), Towards physiologically meaningful water use efficiency estimates from eddy covariance data, Global Change Biology, 24(2), 694-710, doi:10.1111/gcb.13893

  Comment:
Fluxnet variable(s) used: TA_F