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 [-] 32.5
CLM50 [-] 37.0 4.49 13.4 3.02 0.805 0.570 0.435 0.595
CTSM51 [-] 39.1 6.52 14.8 3.02 0.676 0.515 0.435 0.535
DeadVeg [-] 15.0 -17.6 24.2 1.52 0.348 0.619 0.816 0.600
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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 [-] 50.6
CLM50 [-] 49.4 -1.20 18.2 2.03 0.821 0.183 0.702 0.472
CTSM51 [-] 51.7 1.08 19.4 2.03 0.829 0.184 0.702 0.474
DeadVeg [-] 55.0 4.40 28.0 1.02 0.0170 0.182 0.867 0.312
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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 [-] 47.7
CLM50 [-] 54.3 6.55 34.6 0.00 0.664 0.00 1.00 0.416
CTSM51 [-] 61.3 13.5 36.7 0.00 0.307 0.00 1.00 0.327
DeadVeg [-] 70.0 22.3 42.0 0.00 0.00 0.00 1.00 0.250
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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 [-] 13.8
CLM50 [-] 7.50 -6.28 18.7 0.508 0.629 0.297 0.969 0.548
CTSM51 [-] 4.70 -9.07 20.2 1.02 0.461 0.282 0.933 0.489
DeadVeg [-] 8.69 -5.08 18.6 0.508 0.712 0.283 0.969 0.562
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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 [-] 45.2
CLM50 [-] 31.0 -14.2 18.3 5.07 0.271 0.562 0.0673 0.365
CTSM51 [-] 26.5 -18.6 22.0 5.07 0.0441 0.556 0.0673 0.306
DeadVeg [-] 21.5 -23.7 26.7 0.00 0.00 0.611 1.00 0.556
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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 [-] 22.3
CLM50 [-] 13.1 -9.17 23.0 0.508 0.351 0.0575 0.967 0.358
CTSM51 [-] 14.4 -7.92 23.3 0.508 0.432 0.0187 0.967 0.359
DeadVeg [-] 18.4 -3.88 19.5 0.508 0.662 0.179 0.967 0.497
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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 [-] 26.9
CLM50 [-] 38.5 11.6 20.3 0.762 0.414 0.345 0.927 0.508
CTSM51 [-] 38.3 11.3 19.7 0.678 0.392 0.356 0.931 0.509
DeadVeg [-] 34.0 7.10 19.9 1.18 0.512 0.313 0.887 0.506
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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 [-] 52.4
CLM50 [-] 52.7 -0.635 27.7 0.693 0.323 0.174 0.966 0.409
CTSM51 [-] 54.4 1.12 27.5 0.879 0.295 0.177 0.952 0.400
DeadVeg [-] 57.8 4.48 28.8 0.926 0.273 0.190 0.933 0.396
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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 [-] 22.1
CLM50 [-] 22.5 0.332 23.6 1.14 0.321 0.0943 0.895 0.351
CTSM51 [-] 23.0 0.889 23.2 1.16 0.320 0.0977 0.894 0.352
DeadVeg [-] 25.9 3.78 24.1 1.11 0.330 0.115 0.897 0.364
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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 [-] 30.6
CLM50 [-] 31.0 0.352 24.5 1.00 0.381 0.161 0.888 0.398
CTSM51 [-] 30.9 0.325 24.4 1.03 0.364 0.161 0.888 0.394
DeadVeg [-] 32.4 1.76 25.6 1.02 0.316 0.161 0.890 0.382
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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 [-] 4.91
CLM50 [-] 16.3 11.4 23.9 0.339 0.936 0.354 0.934 0.645
CTSM51 [-] 16.3 11.3 21.0 0.339 0.937 0.478 0.934 0.707
DeadVeg [-] 8.91 3.99 17.3 0.339 0.925 0.334 0.934 0.632
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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 [-] 32.1
CLM50 [-] 27.6 -4.42 14.8 0.00 0.776 0.394 1.00 0.641
CTSM51 [-] 24.2 -7.86 16.4 0.00 0.601 0.385 1.00 0.593
DeadVeg [-] 43.3 11.3 21.5 0.00 0.429 0.325 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 [-] 30.5
CLM50 [-] 25.6 -4.92 25.3 1.07 0.275 0.114 0.804 0.327
CTSM51 [-] 24.6 -5.89 25.8 1.09 0.276 0.113 0.803 0.326
DeadVeg [-] 27.5 -3.04 26.8 1.12 0.227 0.0968 0.804 0.306
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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 [-] 31.8
CLM50 [-] 27.0 -4.77 19.9 0.678 0.526 0.218 0.946 0.477
CTSM51 [-] 24.7 -7.12 21.1 1.02 0.446 0.189 0.914 0.435
DeadVeg [-] 26.7 -5.12 20.4 0.881 0.530 0.193 0.941 0.465
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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 [-] 38.7
CLM50 [-] 45.9 7.17 28.5 1.09 0.476 0.142 0.892 0.413
CTSM51 [-] 46.0 7.32 27.5 0.874 0.484 0.153 0.925 0.429
DeadVeg [-] 43.6 4.89 30.0 1.16 0.313 0.137 0.881 0.367
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 [-] 20.8
CLM50 [-] 30.8 10.0 13.9 0.00 0.483 0.586 1.00 0.664
CTSM51 [-] 28.0 7.20 13.7 0.00 0.627 0.530 1.00 0.672
DeadVeg [-] 30.7 9.99 20.1 0.339 0.491 0.432 0.977 0.583
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 [-] -10.2
CLM50 [-] 25.9 36.2 49.9 2.05 -0.00 -0.00 0.745 0.186
CTSM51 [-] 28.2 38.4 51.2 2.05 -0.00 -0.00 0.745 0.186
DeadVeg [-] 43.7 53.9 64.4 0.00 -0.00 -0.00 1.00 0.250
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 [-] 83.9
CLM50 [-] 49.5 -34.5 48.2 1.03 0.00 0.00 0.930 0.233
CTSM51 [-] 41.3 -42.6 52.2 1.03 0.00 0.00 0.930 0.233
DeadVeg [-] 51.1 -32.9 35.3 1.03 0.00 0.00 0.930 0.233

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: H_F_MDS