Mean State

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Period Mean (original grids) [W m-2]
Bias [W m-2]
RMSE [W m-2]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Overall Score [1]
Benchmark [-] 44.5
CLM50 [-] 84.0 39.5 42.7 2.01 0.00 0.437 0.679 0.388
CTSM51 [-] 78.2 33.6 38.8 2.01 0.00 0.405 0.679 0.372
DeadVeg [-] 69.4 24.9 30.8 2.52 0.00 0.439 0.599 0.369
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Period Mean (original grids) [W m-2]
Bias [W m-2]
RMSE [W m-2]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Overall Score [1]
Benchmark [-] 57.5
CLM50 [-] 23.5 -34.0 51.7 1.02 0.00 0.00 0.933 0.233
CTSM51 [-] 24.4 -33.1 51.4 1.02 0.00 0.00 0.933 0.233
DeadVeg [-] 23.8 -33.7 49.9 0.508 0.00 0.00 0.960 0.240
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Period Mean (original grids) [W m-2]
Bias [W m-2]
RMSE [W m-2]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Overall Score [1]
Benchmark [-] 44.4
CLM50 [-] 43.3 -1.13 37.7 1.97 0.954 0.00 0.764 0.429
CTSM51 [-] 37.3 -7.12 38.7 1.97 0.709 0.00 0.764 0.368
DeadVeg [-] 32.9 -11.6 40.0 1.97 0.527 0.00 0.764 0.323
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Period Mean (original grids) [W m-2]
Bias [W m-2]
RMSE [W m-2]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Overall Score [1]
Benchmark [-] 20.8
CLM50 [-] 17.9 -2.89 22.2 0.508 0.610 0.00 0.968 0.394
CTSM51 [-] 16.8 -3.95 23.7 0.508 0.469 0.00 0.968 0.359
DeadVeg [-] 12.8 -7.94 17.5 0.00 0.0683 0.00 1.00 0.267
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Period Mean (original grids) [W m-2]
Bias [W m-2]
RMSE [W m-2]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Overall Score [1]
Benchmark [-] 97.2
CLM50 [-] 90.7 -6.54 12.8 0.00 0.733 0.670 1.00 0.768
CTSM51 [-] 89.7 -7.52 12.8 0.00 0.693 0.682 1.00 0.764
DeadVeg [-] 81.7 -15.6 23.3 0.00 0.364 0.513 1.00 0.597
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Period Mean (original grids) [W m-2]
Bias [W m-2]
RMSE [W m-2]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Overall Score [1]
Benchmark [-] 33.4
CLM50 [-] 27.6 -5.86 21.9 0.00 0.403 0.112 1.00 0.407
CTSM51 [-] 26.4 -7.05 20.7 0.508 0.409 0.144 0.963 0.415
DeadVeg [-] 28.8 -4.57 20.3 1.02 0.598 0.144 0.933 0.454
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Period Mean (original grids) [W m-2]
Bias [W m-2]
RMSE [W m-2]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Overall Score [1]
Benchmark [-] 41.2
CLM50 [-] 38.1 -3.09 20.9 0.683 0.375 0.291 0.936 0.473
CTSM51 [-] 37.5 -3.72 20.9 0.597 0.371 0.276 0.937 0.465
DeadVeg [-] 36.5 -4.70 21.5 0.767 0.333 0.258 0.907 0.439
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Period Mean (original grids) [W m-2]
Bias [W m-2]
RMSE [W m-2]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Overall Score [1]
Benchmark [-] 50.9
CLM50 [-] 48.5 -1.15 29.7 1.28 0.427 0.136 0.848 0.386
CTSM51 [-] 45.3 -4.36 29.4 1.23 0.410 0.146 0.855 0.389
DeadVeg [-] 46.4 -3.27 29.4 1.14 0.424 0.144 0.881 0.398
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Period Mean (original grids) [W m-2]
Bias [W m-2]
RMSE [W m-2]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Overall Score [1]
Benchmark [-] 35.1
CLM50 [-] 36.7 1.62 21.8 0.617 0.499 0.207 0.951 0.466
CTSM51 [-] 35.4 0.332 21.5 0.525 0.490 0.216 0.960 0.471
DeadVeg [-] 35.4 0.237 21.3 0.694 0.489 0.204 0.947 0.461
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Period Mean (original grids) [W m-2]
Bias [W m-2]
RMSE [W m-2]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Overall Score [1]
Benchmark [-] 40.1
CLM50 [-] 40.5 0.531 25.5 0.725 0.419 0.187 0.899 0.423
CTSM51 [-] 39.0 -0.927 24.7 0.645 0.425 0.195 0.917 0.433
DeadVeg [-] 38.5 -1.39 23.9 0.794 0.421 0.200 0.894 0.429
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Period Mean (original grids) [W m-2]
Bias [W m-2]
RMSE [W m-2]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Overall Score [1]
Benchmark [-] 13.3
CLM50 [-] 15.4 2.09 14.7 0.678 0.568 0.167 0.956 0.465
CTSM51 [-] 14.8 1.45 13.4 0.678 0.524 0.228 0.956 0.484
DeadVeg [-] 14.1 0.797 9.75 0.678 0.847 0.383 0.955 0.642
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Period Mean (original grids) [W m-2]
Bias [W m-2]
RMSE [W m-2]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Overall Score [1]
Benchmark [-] 82.2
CLM50 [-] 96.6 14.5 31.0 4.02 0.539 0.254 0.259 0.326
CTSM51 [-] 96.4 14.3 30.8 4.02 0.544 0.260 0.259 0.330
DeadVeg [-] 103. 21.2 37.5 5.03 0.390 0.132 0.0717 0.181
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Period Mean (original grids) [W m-2]
Bias [W m-2]
RMSE [W m-2]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Overall Score [1]
Benchmark [-] 41.6
CLM50 [-] 47.8 6.20 25.7 0.331 0.435 0.163 0.975 0.434
CTSM51 [-] 45.7 4.13 23.8 0.249 0.468 0.189 0.982 0.457
DeadVeg [-] 44.5 2.96 22.1 0.606 0.444 0.211 0.951 0.454
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Period Mean (original grids) [W m-2]
Bias [W m-2]
RMSE [W m-2]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Overall Score [1]
Benchmark [-] 25.4
CLM50 [-] 32.9 7.50 24.3 0.00 0.342 0.0368 1.00 0.354
CTSM51 [-] 31.3 5.83 22.7 0.00 0.402 0.0481 1.00 0.374
DeadVeg [-] 29.6 4.17 18.0 0.136 0.489 0.143 0.991 0.442
Download Data
Period Mean (original grids) [W m-2]
Bias [W m-2]
RMSE [W m-2]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Overall Score [1]
Benchmark [-] 41.1
CLM50 [-] 30.6 -10.5 32.5 1.06 0.221 0.121 0.851 0.328
CTSM51 [-] 31.0 -10.1 32.2 1.02 0.241 0.120 0.860 0.335
DeadVeg [-] 32.7 -8.38 31.1 0.837 0.281 0.146 0.872 0.361
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Period Mean (original grids) [W m-2]
Bias [W m-2]
RMSE [W m-2]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Overall Score [1]
Benchmark [-] 97.5
CLM50 [-] 106. 8.34 17.3 2.38 0.678 0.573 0.617 0.611
CTSM51 [-] 101. 3.57 15.8 0.683 0.764 0.554 0.953 0.706
DeadVeg [-] 91.2 -6.34 15.1 2.38 0.737 0.573 0.617 0.625
Download Data
Period Mean (original grids) [W m-2]
Bias [W m-2]
RMSE [W m-2]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Overall Score [1]
Benchmark [-] 101.
CLM50 [-] 83.2 -17.5 42.8 1.03 0.283 0.00 0.930 0.303
CTSM51 [-] 80.0 -20.7 43.7 1.03 0.153 0.00 0.930 0.271
DeadVeg [-] 72.2 -28.5 45.3 1.03 0.00 0.00 0.930 0.233
Download Data
Period Mean (original grids) [W m-2]
Bias [W m-2]
RMSE [W m-2]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Overall Score [1]
Benchmark [-] 45.3
CLM50 [-] 53.1 7.81 33.3 0.983 0.525 0.00 0.937 0.365
CTSM51 [-] 53.3 8.04 34.8 0.983 0.511 0.00 0.937 0.362
DeadVeg [-] 44.3 -1.02 33.9 0.983 0.938 0.00 0.937 0.469

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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CLM50
Data not available
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CTSM51
Data not available
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DeadVeg
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: LE_F_MDS