Mean State

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Period Mean (original grids) [g m-2 d-1]
Bias [g m-2 d-1]
RMSE [g m-2 d-1]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Overall Score [1]
Benchmark [-] 4.37
CLM50 [-] 8.31 3.94 5.40 1.01 0.438 0.383 0.935 0.535
CTSM51 [-] 7.85 3.48 5.11 1.52 0.459 0.378 0.817 0.508
DeadVeg [-] 7.48 3.11 4.70 3.01 0.475 0.380 0.584 0.455
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Period Mean (original grids) [g m-2 d-1]
Bias [g m-2 d-1]
RMSE [g m-2 d-1]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Overall Score [1]
Benchmark [-] 3.11
CLM50 [-] 1.28 -1.83 3.34 0.508 0.551 0.397 0.964 0.577
CTSM51 [-] 1.30 -1.81 3.44 0.508 0.555 0.382 0.964 0.571
DeadVeg [-] 1.47 -1.64 3.18 1.02 0.587 0.417 0.933 0.588
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Period Mean (original grids) [g m-2 d-1]
Bias [g m-2 d-1]
RMSE [g m-2 d-1]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Overall Score [1]
Benchmark [-] 3.77
CLM50 [-] 0.970 -2.80 3.94 1.03 0.378 0.381 0.930 0.518
CTSM51 [-] 0.765 -3.00 4.09 1.03 0.352 0.379 0.930 0.510
DeadVeg [-] 0.962 -2.80 3.93 1.03 0.377 0.383 0.930 0.518
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Period Mean (original grids) [g m-2 d-1]
Bias [g m-2 d-1]
RMSE [g m-2 d-1]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Overall Score [1]
Benchmark [-] 1.41
CLM50 [-] 1.33 -0.0786 2.21 0.508 0.753 0.298 0.976 0.582
CTSM51 [-] 1.19 -0.221 2.51 0.508 0.585 0.313 0.976 0.547
DeadVeg [-] 2.36 0.953 3.75 0.508 0.713 0.163 0.976 0.504
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Period Mean (original grids) [g m-2 d-1]
Bias [g m-2 d-1]
RMSE [g m-2 d-1]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Overall Score [1]
Benchmark [-] 7.09
CLM50 [-] 6.55 -0.540 1.57 1.02 0.459 0.116 0.933 0.406
CTSM51 [-] 6.78 -0.315 1.53 1.02 0.635 0.113 0.933 0.448
DeadVeg [-] 7.85 0.759 2.05 1.02 0.335 0.0677 0.933 0.351
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Period Mean (original grids) [g m-2 d-1]
Bias [g m-2 d-1]
RMSE [g m-2 d-1]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Overall Score [1]
Benchmark [-] 2.94
CLM50 [-] 2.48 -0.455 1.45 0.00 0.853 0.630 1.00 0.778
CTSM51 [-] 2.46 -0.473 1.61 0.00 0.848 0.603 1.00 0.764
DeadVeg [-] 3.49 0.555 2.48 0.508 0.840 0.532 0.978 0.720
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Period Mean (original grids) [g m-2 d-1]
Bias [g m-2 d-1]
RMSE [g m-2 d-1]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Overall Score [1]
Benchmark [-] 2.37
CLM50 [-] 2.99 0.615 1.66 1.02 0.730 0.505 0.851 0.648
CTSM51 [-] 3.18 0.806 1.81 1.19 0.700 0.492 0.823 0.627
DeadVeg [-] 3.40 1.03 2.10 1.10 0.630 0.447 0.813 0.584
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Period Mean (original grids) [g m-2 d-1]
Bias [g m-2 d-1]
RMSE [g m-2 d-1]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Overall Score [1]
Benchmark [-] 3.19
CLM50 [-] 2.87 -0.200 2.96 1.70 0.323 0.302 0.815 0.436
CTSM51 [-] 2.42 -0.641 2.82 1.75 0.347 0.313 0.803 0.444
DeadVeg [-] 2.88 -0.190 3.06 1.74 0.361 0.272 0.803 0.427
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Period Mean (original grids) [g m-2 d-1]
Bias [g m-2 d-1]
RMSE [g m-2 d-1]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Overall Score [1]
Benchmark [-] 3.92
CLM50 [-] 3.26 -0.658 2.70 0.708 0.673 0.514 0.956 0.664
CTSM51 [-] 3.24 -0.677 2.67 0.692 0.673 0.520 0.957 0.667
DeadVeg [-] 3.43 -0.485 2.88 0.616 0.672 0.500 0.960 0.658
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Period Mean (original grids) [g m-2 d-1]
Bias [g m-2 d-1]
RMSE [g m-2 d-1]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Overall Score [1]
Benchmark [-] 3.35
CLM50 [-] 2.96 -0.378 2.61 1.04 0.598 0.456 0.874 0.596
CTSM51 [-] 2.96 -0.376 2.56 1.03 0.612 0.461 0.875 0.603
DeadVeg [-] 3.27 -0.0735 2.72 1.03 0.625 0.444 0.882 0.599
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Period Mean (original grids) [g m-2 d-1]
Bias [g m-2 d-1]
RMSE [g m-2 d-1]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Overall Score [1]
Benchmark [-] 0.829
CLM50 [-] 1.92 1.09 2.25 0.339 0.474 0.245 0.974 0.484
CTSM51 [-] 1.75 0.921 2.04 0.339 0.557 0.285 0.974 0.525
DeadVeg [-] 2.04 1.22 2.71 0.339 0.413 0.180 0.974 0.437
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Period Mean (original grids) [g m-2 d-1]
Bias [g m-2 d-1]
RMSE [g m-2 d-1]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Overall Score [1]
Benchmark [-] 6.58
CLM50 [-] 8.37 1.79 3.37 3.57 0.455 0.287 0.369 0.350
CTSM51 [-] 8.53 1.94 3.47 3.57 0.426 0.286 0.369 0.342
DeadVeg [-] 9.42 2.84 3.90 1.53 0.294 0.365 0.720 0.436
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Period Mean (original grids) [g m-2 d-1]
Bias [g m-2 d-1]
RMSE [g m-2 d-1]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Overall Score [1]
Benchmark [-] 3.42
CLM50 [-] 2.87 -0.556 2.64 0.963 0.709 0.529 0.914 0.670
CTSM51 [-] 2.85 -0.570 2.60 0.826 0.709 0.536 0.935 0.679
DeadVeg [-] 2.92 -0.501 2.60 0.963 0.724 0.526 0.910 0.671
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Period Mean (original grids) [g m-2 d-1]
Bias [g m-2 d-1]
RMSE [g m-2 d-1]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Overall Score [1]
Benchmark [-] 2.29
CLM50 [-] 3.11 0.826 2.02 0.407 0.697 0.511 0.967 0.671
CTSM51 [-] 3.19 0.901 2.10 0.474 0.697 0.495 0.964 0.663
DeadVeg [-] 3.45 1.16 2.45 0.949 0.662 0.443 0.939 0.622
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Period Mean (original grids) [g m-2 d-1]
Bias [g m-2 d-1]
RMSE [g m-2 d-1]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Overall Score [1]
Benchmark [-] 2.33
CLM50 [-] 1.70 -0.632 2.56 1.09 0.511 0.371 0.873 0.531
CTSM51 [-] 2.03 -0.301 2.32 1.09 0.614 0.397 0.874 0.570
DeadVeg [-] 2.46 0.127 2.40 0.946 0.638 0.385 0.877 0.571
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Period Mean (original grids) [g m-2 d-1]
Bias [g m-2 d-1]
RMSE [g m-2 d-1]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Overall Score [1]
Benchmark [-] 9.65
CLM50 [-] 7.04 -2.61 3.21 4.03 0.283 0.311 0.342 0.312
CTSM51 [-] 7.19 -2.46 3.22 3.69 0.359 0.292 0.365 0.327
DeadVeg [-] 10.2 0.552 1.86 4.03 0.737 0.346 0.342 0.443
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Period Mean (original grids) [g m-2 d-1]
Bias [g m-2 d-1]
RMSE [g m-2 d-1]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Overall Score [1]
Benchmark [-] 6.98
CLM50 [-] 6.39 -0.591 1.58 0.00 0.730 0.450 1.00 0.658
CTSM51 [-] 6.24 -0.739 1.63 0.00 0.675 0.455 1.00 0.647
DeadVeg [-] 6.03 -0.949 1.82 0.00 0.604 0.438 1.00 0.620
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Period Mean (original grids) [g m-2 d-1]
Bias [g m-2 d-1]
RMSE [g m-2 d-1]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Overall Score [1]
Benchmark [-] 8.99
CLM50 [-] 2.55 -6.43 7.30 4.02 0.0996 0.339 0.259 0.259
CTSM51 [-] 2.88 -6.10 6.92 4.02 0.112 0.365 0.259 0.275
DeadVeg [-] 3.24 -5.75 7.13 1.02 0.128 0.365 0.933 0.447

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: GPP_DT_VUT_REF