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
CESM3_092H [-] 6.39 2.00 4.38 2.01 0.676 0.360 0.755 0.538
CESM3_098bH [-] 6.49 2.35 4.37 3.01 0.596 0.361 0.574 0.473
CMIP6_001 [-] 8.22 3.85 5.35 2.01 0.499 0.388 0.755 0.507
LE2_001 [-] 8.21 3.83 5.33 1.01 0.497 0.387 0.914 0.546
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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
CESM3_092H [-] 1.31 -1.80 3.32 1.02 0.557 0.404 0.933 0.574
CESM3_098bH [-] 1.46 -1.65 3.23 0.508 0.585 0.403 0.964 0.589
CMIP6_001 [-] 0.596 -2.52 3.73 0.508 0.443 0.394 0.964 0.549
LE2_001 [-] 0.712 -2.40 3.57 0.508 0.460 0.426 0.964 0.569
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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
CESM3_092H [-] 0.819 -2.95 4.06 1.03 0.359 0.376 0.930 0.510
CESM3_098bH [-] 0.826 -2.94 4.07 1.03 0.360 0.374 0.930 0.510
CMIP6_001 [-] 0.808 -2.96 4.13 1.03 0.357 0.372 0.930 0.508
LE2_001 [-] 0.797 -2.97 4.11 1.03 0.356 0.375 0.930 0.509
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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
CESM3_092H [-] 2.22 0.806 3.30 0.00 0.681 0.221 1.00 0.531
CESM3_098bH [-] 2.28 0.873 3.80 0.00 0.682 0.201 1.00 0.521
CMIP6_001 [-] 1.55 0.138 3.01 0.508 0.536 0.289 0.976 0.523
LE2_001 [-] 1.13 -0.283 2.50 0.508 0.572 0.316 0.976 0.545
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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
CESM3_092H [-] 6.87 -0.228 1.26 1.02 0.720 0.175 0.933 0.501
CESM3_098bH [-] 6.86 -0.230 1.37 1.02 0.718 0.143 0.933 0.484
CMIP6_001 [-] 6.35 -0.743 1.52 3.02 0.343 0.134 0.506 0.279
LE2_001 [-] 6.31 -0.784 1.46 3.02 0.323 0.146 0.506 0.280
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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
CESM3_092H [-] 2.91 -0.0330 2.03 0.00 0.754 0.559 1.00 0.718
CESM3_098bH [-] 2.80 -0.139 2.04 0.00 0.726 0.555 1.00 0.709
CMIP6_001 [-] 2.42 -0.520 1.91 0.508 0.837 0.560 0.978 0.734
LE2_001 [-] 2.33 -0.607 1.62 0.508 0.809 0.600 0.978 0.747
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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
CESM3_092H [-] 3.93 1.56 2.84 1.10 0.605 0.442 0.841 0.582
CESM3_098bH [-] 3.97 1.60 2.94 1.10 0.592 0.438 0.845 0.578
CMIP6_001 [-] 3.31 0.939 2.73 1.27 0.579 0.467 0.824 0.584
LE2_001 [-] 3.37 0.995 2.74 1.27 0.583 0.474 0.834 0.592
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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
CESM3_092H [-] 2.69 -0.486 2.66 2.06 0.436 0.320 0.754 0.457
CESM3_098bH [-] 2.66 -0.554 2.66 2.30 0.432 0.323 0.708 0.447
CMIP6_001 [-] 3.09 0.0261 3.07 1.42 0.331 0.313 0.856 0.453
LE2_001 [-] 2.93 -0.137 3.06 1.60 0.342 0.308 0.843 0.450
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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
CESM3_092H [-] 3.00 -0.943 2.94 0.647 0.616 0.498 0.959 0.643
CESM3_098bH [-] 3.01 -0.892 2.87 0.647 0.627 0.499 0.960 0.646
CMIP6_001 [-] 2.77 -1.14 2.85 0.738 0.623 0.504 0.957 0.647
LE2_001 [-] 2.74 -1.18 2.84 0.769 0.616 0.502 0.955 0.643
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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
CESM3_092H [-] 2.87 -0.491 2.86 1.10 0.565 0.435 0.879 0.578
CESM3_098bH [-] 2.89 -0.463 2.87 1.11 0.564 0.435 0.874 0.577
CMIP6_001 [-] 2.50 -0.838 2.83 1.07 0.537 0.448 0.880 0.578
LE2_001 [-] 2.49 -0.854 2.80 1.07 0.537 0.448 0.888 0.581
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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
CESM3_092H [-] 2.52 1.68 3.32 0.678 0.320 0.137 0.950 0.386
CESM3_098bH [-] 2.58 1.78 3.65 0.339 0.285 0.102 0.976 0.366
CMIP6_001 [-] 1.58 0.752 2.59 0.339 0.427 0.208 0.974 0.454
LE2_001 [-] 1.65 0.823 2.37 0.339 0.409 0.237 0.974 0.465
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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
CESM3_092H [-] 7.46 0.876 2.40 1.53 0.674 0.386 0.849 0.574
CESM3_098bH [-] 7.42 0.832 2.22 1.53 0.688 0.405 0.829 0.581
CMIP6_001 [-] 7.61 1.02 2.77 3.57 0.633 0.341 0.369 0.421
LE2_001 [-] 7.60 1.02 2.77 1.53 0.633 0.347 0.849 0.544
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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
CESM3_092H [-] 2.24 -1.19 2.94 1.02 0.638 0.491 0.909 0.632
CESM3_098bH [-] 2.30 -1.11 2.85 1.02 0.646 0.495 0.909 0.637
CMIP6_001 [-] 2.08 -1.35 3.00 0.881 0.601 0.509 0.928 0.637
LE2_001 [-] 2.09 -1.34 2.96 0.963 0.601 0.505 0.913 0.631
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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
CESM3_092H [-] 3.42 1.13 2.67 1.02 0.593 0.435 0.933 0.599
CESM3_098bH [-] 3.34 1.04 2.77 1.02 0.569 0.426 0.933 0.589
CMIP6_001 [-] 2.32 0.0389 1.78 0.339 0.735 0.533 0.971 0.693
LE2_001 [-] 2.38 0.0906 1.77 0.339 0.745 0.533 0.971 0.695
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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
CESM3_092H [-] 2.35 0.000704 2.39 1.49 0.606 0.399 0.821 0.556
CESM3_098bH [-] 2.40 0.0562 2.47 1.49 0.572 0.413 0.822 0.555
CMIP6_001 [-] 1.01 -1.32 2.60 1.46 0.452 0.391 0.842 0.519
LE2_001 [-] 1.05 -1.28 2.62 1.35 0.456 0.389 0.852 0.522
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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
CESM3_092H [-] 5.28 -4.37 5.47 4.06 0.0782 0.137 0.341 0.173
CESM3_098bH [-] 5.13 -4.56 5.45 3.69 0.0737 0.128 0.367 0.174
CMIP6_001 [-] 5.82 -3.84 4.30 3.69 0.101 0.241 0.365 0.237
LE2_001 [-] 5.94 -3.71 4.22 3.69 0.108 0.247 0.365 0.242
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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
CESM3_092H [-] 3.71 -3.26 3.16 0.00 0.177 0.474 1.00 0.531
CESM3_098bH [-] 3.49 -3.48 4.63 0.00 0.157 0.349 1.00 0.464
CMIP6_001 [-] 4.52 -2.46 3.79 0.00 0.271 0.353 1.00 0.494
LE2_001 [-] 4.89 -2.08 2.39 0.00 0.330 0.400 1.00 0.532
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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
CESM3_092H [-] 1.56 -7.42 7.37 1.02 0.0698 0.431 0.933 0.466
CESM3_098bH [-] 1.28 -7.71 8.40 0.00 0.0631 0.341 1.00 0.436
CMIP6_001 [-] 1.43 -7.55 8.34 1.02 0.0667 0.360 0.933 0.430
LE2_001 [-] 1.42 -7.57 7.80 1.02 0.0663 0.410 0.933 0.455

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
Data not available
CESM3_092H
Data not available
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CESM3_098bH
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: GPP_DT_VUT_REF