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 [-] 92.3
CLM50 [-] 121. 28.9 37.0 0.00 0.350 0.328 1.00 0.502
CTSM51 [-] 117. 25.0 34.5 1.49 0.428 0.350 0.848 0.494
DeadVeg [-] 84.5 -7.78 21.1 1.02 0.584 0.246 0.933 0.502
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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 [-] 82.3
CLM50 [-] 73.1 -9.24 13.2 1.02 0.562 0.499 0.933 0.623
CTSM51 [-] 76.2 -6.09 12.3 1.02 0.712 0.494 0.933 0.658
DeadVeg [-] 78.9 -3.43 25.7 0.00 0.137 0.471 1.00 0.520
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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 [-] 128.
CLM50 [-] 97.7 -30.6 29.9 0.983 0.00 0.458 0.937 0.463
CTSM51 [-] 98.7 -29.6 28.9 0.983 0.00 0.470 0.937 0.469
DeadVeg [-] 103. -25.3 27.8 0.983 0.00 0.476 0.937 0.472
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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 [-] 49.5
CLM50 [-] 27.9 -21.5 21.5 0.508 0.267 0.157 0.966 0.387
CTSM51 [-] 23.9 -25.5 19.3 0.508 0.175 0.168 0.966 0.369
DeadVeg [-] 22.9 -26.5 20.7 0.00 0.157 0.165 1.00 0.372
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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 [-] 144.
CLM50 [-] 122. -22.6 25.5 0.00 0.00 0.483 1.00 0.491
CTSM51 [-] 116. -28.0 30.1 0.00 0.00 0.496 1.00 0.498
DeadVeg [-] 103. -41.1 47.7 0.00 0.00 0.167 1.00 0.334
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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 [-] 66.8
CLM50 [-] 42.6 -24.2 18.9 0.508 0.00 0.132 0.966 0.308
CTSM51 [-] 42.6 -24.2 18.4 0.508 0.00 0.157 0.966 0.320
DeadVeg [-] 49.2 -17.5 16.0 1.02 0.242 0.133 0.933 0.360
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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 [-] 73.7
CLM50 [-] 77.0 3.35 15.8 0.815 0.582 0.344 0.934 0.551
CTSM51 [-] 77.0 3.32 15.8 0.815 0.591 0.347 0.934 0.555
DeadVeg [-] 70.4 -3.25 16.4 0.815 0.553 0.358 0.922 0.548
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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 [-] 122.
CLM50 [-] 101. -19.2 26.1 1.01 0.189 0.332 0.882 0.434
CTSM51 [-] 99.8 -20.6 26.8 1.01 0.151 0.351 0.882 0.434
DeadVeg [-] 104. -16.3 26.3 1.02 0.275 0.251 0.899 0.419
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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 [-] 69.7
CLM50 [-] 59.7 -10.0 21.8 0.307 0.278 0.280 0.980 0.455
CTSM51 [-] 58.9 -10.8 21.1 0.371 0.274 0.307 0.975 0.466
DeadVeg [-] 61.4 -8.37 20.5 0.371 0.354 0.285 0.975 0.475
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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 [-] 87.4
CLM50 [-] 72.2 -14.8 24.0 0.570 0.296 0.281 0.948 0.451
CTSM51 [-] 70.8 -16.3 24.0 0.586 0.263 0.298 0.946 0.451
DeadVeg [-] 71.5 -15.5 24.7 0.591 0.282 0.257 0.948 0.436
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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 [-] 34.7
CLM50 [-] 33.2 -1.49 23.9 0.339 0.767 0.0686 0.978 0.470
CTSM51 [-] 32.4 -2.27 20.8 0.339 0.824 0.181 0.978 0.541
DeadVeg [-] 24.5 -10.2 22.9 0.339 0.403 0.153 0.978 0.422
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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 [-] 117.
CLM50 [-] 124. 7.15 21.3 0.492 0.717 0.373 0.968 0.608
CTSM51 [-] 121. 3.48 20.0 0.492 0.773 0.379 0.968 0.625
DeadVeg [-] 147. 29.5 45.8 1.51 0.0303 0.100 0.844 0.269
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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 [-] 104.
CLM50 [-] 74.4 -29.5 27.4 0.820 0.228 0.206 0.919 0.390
CTSM51 [-] 71.5 -32.4 29.0 0.707 0.160 0.214 0.926 0.378
DeadVeg [-] 72.7 -31.1 30.7 0.848 0.197 0.170 0.922 0.365
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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 [-] 69.4
CLM50 [-] 62.0 -7.42 15.3 0.339 0.458 0.439 0.978 0.578
CTSM51 [-] 58.0 -11.4 16.6 0.339 0.341 0.468 0.978 0.564
DeadVeg [-] 57.8 -11.6 19.2 0.407 0.361 0.359 0.973 0.513
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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 [-] 97.8
CLM50 [-] 76.7 -21.0 32.0 0.603 0.208 0.234 0.940 0.404
CTSM51 [-] 77.4 -20.4 30.8 0.603 0.154 0.234 0.940 0.391
DeadVeg [-] 77.4 -20.4 29.8 0.378 0.121 0.253 0.959 0.396
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 [-] 133.
CLM50 [-] 137. 3.38 14.4 0.339 0.820 0.446 0.978 0.672
CTSM51 [-] 129. -4.20 14.2 0.339 0.776 0.446 0.978 0.662
DeadVeg [-] 122. -11.3 17.6 0.678 0.339 0.387 0.955 0.517
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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 [-] 125.
CLM50 [-] 109. -16.3 23.7 0.00 0.130 0.298 1.00 0.431
CTSM51 [-] 108. -17.2 24.4 0.00 0.0795 0.296 1.00 0.418
DeadVeg [-] 116. -9.53 24.4 1.03 0.491 0.00 0.930 0.355
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 [-] 117.
CLM50 [-] 103. -14.6 13.3 0.00 0.0397 0.375 1.00 0.447
CTSM51 [-] 94.7 -22.5 17.5 0.00 0.00 0.408 1.00 0.454
DeadVeg [-] 95.4 -21.8 17.2 0.00 0.00 0.302 1.00 0.401

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: NETRAD