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
CESM3_092H [-] 26.6 1.83 2.00 0.00 0.247 0.568 1.00 0.596
CMIP6_001 [-] 27.0 2.26 2.64 0.508 0.177 0.526 0.966 0.549
LE2_001 [-] 27.1 2.27 2.58 0.508 0.176 0.531 0.966 0.551
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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
CESM3_092H [-] 29.0 1.15 2.76 0.00 0.613 0.370 1.00 0.588
CMIP6_001 [-] 29.4 1.55 3.07 0.00 0.520 0.355 1.00 0.558
LE2_001 [-] 29.4 1.54 3.15 0.00 0.524 0.332 1.00 0.547
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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
CESM3_092H [-] 25.2 2.90 3.72 0.00 0.315 0.413 1.00 0.535
CMIP6_001 [-] 24.6 2.22 3.43 1.02 0.414 0.364 0.933 0.519
LE2_001 [-] 24.6 2.30 3.42 1.02 0.401 0.369 0.933 0.518
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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
CESM3_092H [-] -11.2 0.463 4.40 0.00 0.974 0.779 1.00 0.883
CMIP6_001 [-] -9.10 2.67 6.12 0.00 0.859 0.744 1.00 0.837
LE2_001 [-] -8.91 2.85 6.68 0.508 0.850 0.721 0.966 0.815
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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
CESM3_092H [-] 27.1 1.80 2.03 0.00 0.0704 0.425 1.00 0.480
CMIP6_001 [-] 26.8 1.43 1.70 1.02 0.121 0.321 0.933 0.424
LE2_001 [-] 26.8 1.43 1.66 1.02 0.121 0.345 0.933 0.436
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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
CESM3_092H [-] 5.40 1.76 4.62 0.00 0.844 0.701 1.00 0.811
CMIP6_001 [-] 3.64 0.0328 4.13 0.00 0.891 0.697 1.00 0.821
LE2_001 [-] 4.29 0.683 3.72 0.00 0.904 0.722 1.00 0.837
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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
CESM3_092H [-] 8.79 2.53 4.24 0.0861 0.707 0.802 0.994 0.826
CMIP6_001 [-] 7.64 1.38 3.41 0.344 0.789 0.793 0.977 0.838
LE2_001 [-] 7.88 1.62 3.44 0.344 0.777 0.803 0.977 0.840
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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
CESM3_092H [-] 21.8 1.34 2.68 0.636 0.661 0.616 0.958 0.713
CMIP6_001 [-] 21.5 0.990 2.48 0.589 0.693 0.632 0.962 0.730
LE2_001 [-] 21.5 0.979 2.35 0.590 0.697 0.637 0.962 0.733
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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
CESM3_092H [-] 12.7 3.27 4.66 0.564 0.617 0.666 0.962 0.728
CMIP6_001 [-] 11.2 1.87 3.76 0.626 0.727 0.682 0.958 0.762
LE2_001 [-] 11.5 2.14 3.90 0.344 0.708 0.674 0.977 0.758
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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
CESM3_092H [-] 12.8 2.40 4.34 0.496 0.676 0.649 0.967 0.735
CMIP6_001 [-] 12.0 1.69 3.75 0.572 0.730 0.670 0.961 0.758
LE2_001 [-] 12.1 1.81 3.79 0.485 0.724 0.664 0.967 0.755
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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
CESM3_092H [-] -6.87 0.519 4.92 0.339 0.888 0.718 0.978 0.825
CMIP6_001 [-] -5.51 1.95 6.11 0.00 0.850 0.678 1.00 0.802
LE2_001 [-] -4.44 3.02 6.89 0.339 0.814 0.667 0.978 0.781
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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
CESM3_092H [-] 27.4 2.10 2.43 1.02 0.0143 0.296 0.933 0.385
CMIP6_001 [-] 27.0 1.71 1.94 0.00 0.0320 0.256 1.00 0.386
LE2_001 [-] 27.1 1.82 2.14 0.00 0.0256 0.247 1.00 0.380
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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
CESM3_092H [-] 12.3 3.06 5.09 0.614 0.729 0.669 0.959 0.756
CMIP6_001 [-] 11.4 2.19 4.25 0.837 0.799 0.705 0.940 0.787
LE2_001 [-] 11.4 2.13 4.22 0.782 0.804 0.695 0.944 0.784
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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
CESM3_092H [-] 1.73 1.82 5.52 0.0689 0.858 0.671 0.995 0.799
CMIP6_001 [-] 0.960 1.06 4.37 0.207 0.902 0.734 0.986 0.839
LE2_001 [-] 1.14 1.24 4.33 0.0689 0.896 0.729 0.995 0.838
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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
CESM3_092H [-] 14.3 1.92 4.01 0.735 0.770 0.635 0.951 0.747
CMIP6_001 [-] 14.6 2.24 3.90 0.698 0.730 0.657 0.953 0.749
LE2_001 [-] 14.6 2.20 3.90 0.809 0.732 0.645 0.946 0.742
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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 [-] 25.8
CESM3_092H [-] 28.3 2.55 3.17 0.339 0.0400 0.155 0.978 0.332
CMIP6_001 [-] 27.3 1.55 1.81 0.339 0.150 0.336 0.978 0.450
LE2_001 [-] 27.4 1.59 1.94 0.00 0.143 0.302 1.00 0.437
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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
CESM3_092H [-] 23.4 1.78 2.67 0.00 0.666 0.630 1.00 0.732
CMIP6_001 [-] 23.6 1.99 3.11 0.00 0.635 0.637 1.00 0.727
LE2_001 [-] 23.5 1.88 2.32 0.983 0.652 0.657 0.937 0.725
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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 [-] 19.7
CESM3_092H [-] 18.4 -1.32 2.61 0.00 0.809 0.685 1.00 0.795
CMIP6_001 [-] 18.0 -1.66 2.78 0.00 0.766 0.676 1.00 0.780
LE2_001 [-] 18.1 -1.64 2.66 0.00 0.769 0.723 1.00 0.804

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
Data not available
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CESM3_092H
Data not available
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CMIP6_001
Data not available
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LE2_001
Data not available
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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