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 [-] 4.46
CESM3_092H [-] 6.08 1.58 2.95 1.52 0.575 0.209 0.870 0.466
CESM3_098bH [-] 6.23 1.83 2.72 2.52 0.506 0.249 0.693 0.424
CMIP6_001 [-] 8.08 3.62 4.25 2.02 0.356 0.293 0.516 0.364
LE2_001 [-] 8.06 3.60 4.33 1.51 0.350 0.226 0.679 0.371
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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 [-] 3.18
CESM3_092H [-] 1.27 -1.91 2.87 0.508 0.0517 0.00 0.980 0.258
CESM3_098bH [-] 1.43 -1.75 2.71 0.00 0.169 0.00 1.00 0.292
CMIP6_001 [-] 0.576 -2.60 3.21 0.00 0.00 0.00 1.00 0.250
LE2_001 [-] 0.680 -2.50 3.22 0.00 0.00 0.00 1.00 0.250
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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 [-] 5.73
CESM3_092H [-] 0.592 -5.13 6.20 2.02 0.00 0.00 0.752 0.188
CESM3_098bH [-] 0.601 -5.13 6.20 2.02 0.00 0.00 0.752 0.188
CMIP6_001 [-] 0.602 -5.13 6.22 2.02 0.00 0.00 0.752 0.188
LE2_001 [-] 0.594 -5.13 6.22 2.02 0.00 0.00 0.752 0.188
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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 [-] 0.768
CESM3_092H [-] 2.18 1.41 2.59 0.517 0.00 0.00 0.963 0.241
CESM3_098bH [-] 2.27 1.50 3.10 0.517 0.00 0.00 0.963 0.241
CMIP6_001 [-] 1.51 0.742 1.78 0.517 0.456 0.0405 0.963 0.375
LE2_001 [-] 1.11 0.347 1.40 0.00 0.290 0.0903 1.00 0.368
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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 [-] 4.40
CESM3_092H [-] 6.37 1.98 2.07 1.02 0.170 0.595 0.933 0.573
CESM3_098bH [-] 6.36 1.97 2.22 1.02 0.175 0.557 0.933 0.556
CMIP6_001 [-] 6.00 1.60 1.97 1.02 0.328 0.559 0.933 0.595
LE2_001 [-] 5.95 1.56 2.00 1.02 0.346 0.556 0.933 0.598
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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 [-] 2.73
CESM3_092H [-] 2.59 -0.148 1.99 0.508 0.0688 0.00 0.952 0.255
CESM3_098bH [-] 2.49 -0.256 2.04 0.508 0.00 0.00579 0.952 0.241
CMIP6_001 [-] 2.28 -0.447 1.78 0.00 0.315 0.00 1.00 0.329
LE2_001 [-] 2.21 -0.514 1.60 0.00 0.420 0.0293 1.00 0.370
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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 [-] 1.99
CESM3_092H [-] 3.66 1.67 2.45 0.856 0.196 0.184 0.880 0.361
CESM3_098bH [-] 3.70 1.71 2.51 0.856 0.203 0.192 0.880 0.367
CMIP6_001 [-] 3.11 1.12 2.14 0.686 0.340 0.204 0.909 0.414
LE2_001 [-] 3.16 1.17 2.17 0.772 0.338 0.215 0.906 0.419
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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 [-] 2.50
CESM3_092H [-] 2.50 0.00366 2.10 1.47 0.279 0.200 0.824 0.376
CESM3_098bH [-] 2.47 -0.0910 2.06 1.37 0.277 0.194 0.845 0.378
CMIP6_001 [-] 2.99 0.566 2.47 0.868 0.336 0.104 0.926 0.368
LE2_001 [-] 2.83 0.405 2.37 1.10 0.330 0.131 0.897 0.372
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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 [-] 3.05
CESM3_092H [-] 2.63 -0.430 1.89 0.773 0.296 0.0934 0.931 0.353
CESM3_098bH [-] 2.63 -0.394 1.86 0.773 0.299 0.0988 0.933 0.357
CMIP6_001 [-] 2.50 -0.544 1.81 0.679 0.384 0.0897 0.943 0.377
LE2_001 [-] 2.47 -0.579 1.81 0.633 0.360 0.0843 0.951 0.370
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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 [-] 2.71
CESM3_092H [-] 2.59 -0.125 2.07 1.02 0.264 0.128 0.882 0.351
CESM3_098bH [-] 2.60 -0.106 2.08 1.07 0.264 0.129 0.880 0.351
CMIP6_001 [-] 2.32 -0.385 2.02 0.838 0.315 0.124 0.911 0.368
LE2_001 [-] 2.30 -0.402 2.01 0.883 0.306 0.123 0.908 0.365
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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 [-] 0.724
CESM3_092H [-] 2.55 1.82 2.83 0.339 0.0127 0.00 0.979 0.248
CESM3_098bH [-] 2.63 1.93 3.12 0.339 0.00 0.00 0.981 0.245
CMIP6_001 [-] 1.56 0.834 2.23 0.683 0.00 0.0455 0.928 0.255
LE2_001 [-] 1.61 0.890 2.12 1.36 0.00 0.0455 0.837 0.232
Download Data
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 [-] 6.56
CESM3_092H [-] 7.19 0.628 2.79 1.53 0.551 0.524 0.671 0.568
CESM3_098bH [-] 7.15 0.587 2.82 1.53 0.548 0.514 0.811 0.597
CMIP6_001 [-] 7.47 0.907 2.90 1.53 0.572 0.505 0.811 0.598
LE2_001 [-] 7.48 0.914 2.89 1.53 0.573 0.524 0.671 0.573
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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 [-] 2.55
CESM3_092H [-] 1.92 -0.631 1.77 1.38 0.340 0.164 0.853 0.380
CESM3_098bH [-] 1.97 -0.575 1.72 1.41 0.373 0.164 0.851 0.388
CMIP6_001 [-] 1.87 -0.679 1.79 0.747 0.369 0.167 0.923 0.407
LE2_001 [-] 1.87 -0.680 1.79 0.829 0.353 0.165 0.918 0.400
Download Data
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 [-] 1.98
CESM3_092H [-] 3.20 1.22 2.28 0.614 0.0977 0.0240 0.957 0.276
CESM3_098bH [-] 3.15 1.16 2.39 0.682 0.0463 0.0297 0.949 0.264
CMIP6_001 [-] 2.18 0.196 1.57 0.547 0.227 0.0742 0.963 0.335
LE2_001 [-] 2.24 0.256 1.56 0.547 0.244 0.0750 0.963 0.339
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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 [-] 1.97
CESM3_092H [-] 2.12 0.139 1.67 1.16 0.299 0.123 0.862 0.351
CESM3_098bH [-] 2.16 0.206 1.72 1.49 0.271 0.132 0.771 0.326
CMIP6_001 [-] 0.920 -1.05 1.87 1.46 0.194 0.116 0.835 0.315
LE2_001 [-] 0.949 -1.02 1.89 1.57 0.194 0.119 0.827 0.315
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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 [-] 9.78
CESM3_092H [-] 4.93 -4.85 5.61 2.02 0.00 0.0529 0.732 0.209
CESM3_098bH [-] 4.74 -5.04 5.66 1.34 0.00 0.0217 0.878 0.230
CMIP6_001 [-] 5.60 -4.18 4.69 1.34 0.00 0.0875 0.878 0.263
LE2_001 [-] 5.71 -4.07 4.66 1.34 0.00 0.0621 0.878 0.250
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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 [-] 5.79
CESM3_092H [-] 3.29 -2.49 3.76 0.983 0.00 0.00 0.937 0.234
CESM3_098bH [-] 3.08 -2.70 4.78 2.02 0.00 0.00 0.752 0.188
CMIP6_001 [-] 4.19 -1.59 4.23 2.02 0.331 0.00 0.752 0.271
LE2_001 [-] 4.59 -1.19 3.60 2.02 0.500 0.00 0.752 0.313
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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 [-] 6.23
CESM3_092H [-] 1.35 -4.88 5.50 0.00 0.00 0.00 1.00 0.250
CESM3_098bH [-] 1.11 -5.11 6.17 1.03 0.00 0.00 0.930 0.233
CMIP6_001 [-] 1.37 -4.86 6.14 0.00 0.00 0.00 1.00 0.250
LE2_001 [-] 1.34 -4.89 5.61 0.00 0.00 0.00 1.00 0.250

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: RECO_DT_VUT_REF