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 [-] 44.5
CESM3_092H [-] 76.0 31.7 40.5 1.52 0.00 0.276 0.784 0.334
CESM3_098bH [-] 76.7 32.3 38.4 1.52 0.00 0.266 0.784 0.329
CMIP6_001 [-] 93.0 48.5 51.1 1.52 0.00 0.435 0.785 0.414
LE2_001 [-] 92.6 48.1 50.8 1.52 0.00 0.416 0.785 0.404
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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 [-] 57.5
CESM3_092H [-] 33.5 -24.0 47.5 1.02 0.0248 0.00 0.933 0.239
CESM3_098bH [-] 34.9 -22.6 46.5 1.52 0.129 0.00 0.823 0.238
CMIP6_001 [-] 17.7 -39.8 55.4 1.53 0.00 0.00 0.857 0.214
LE2_001 [-] 19.7 -37.8 54.3 1.02 0.00 0.00 0.933 0.233
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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 [-] 44.4
CESM3_092H [-] 52.1 7.69 43.7 1.97 0.686 0.00 0.764 0.362
CESM3_098bH [-] 52.3 7.90 41.3 0.983 0.677 0.00 0.937 0.403
CMIP6_001 [-] 46.3 1.88 41.4 1.97 0.923 0.00 0.764 0.422
LE2_001 [-] 46.3 1.90 41.0 1.97 0.922 0.00 0.764 0.421
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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 [-] 20.8
CESM3_092H [-] 16.0 -4.91 17.4 0.508 0.396 0.00 0.968 0.341
CESM3_098bH [-] 15.5 -4.43 16.4 0.508 0.422 0.0543 0.966 0.374
CMIP6_001 [-] 16.9 -3.88 19.1 0.508 0.472 0.00 0.968 0.360
LE2_001 [-] 16.4 -4.43 19.6 0.508 0.411 0.00 0.968 0.345
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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 [-] 97.2
CESM3_092H [-] 94.1 -3.14 10.0 0.00 0.872 0.728 1.00 0.832
CESM3_098bH [-] 93.7 -3.56 8.80 0.00 0.854 0.758 1.00 0.843
CMIP6_001 [-] 92.0 -5.28 11.1 0.00 0.784 0.701 1.00 0.797
LE2_001 [-] 91.2 -6.08 11.6 0.00 0.752 0.695 1.00 0.786
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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 [-] 33.4
CESM3_092H [-] 39.2 5.69 22.6 1.02 0.659 0.141 0.933 0.468
CESM3_098bH [-] 38.9 5.68 22.3 0.508 0.654 0.128 0.962 0.468
CMIP6_001 [-] 31.6 -1.83 21.9 1.02 0.314 0.142 0.933 0.383
LE2_001 [-] 31.6 -1.79 21.0 1.02 0.244 0.144 0.933 0.366
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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 [-] 41.2
CESM3_092H [-] 51.1 9.91 25.9 0.599 0.400 0.217 0.910 0.436
CESM3_098bH [-] 51.2 9.99 26.9 0.513 0.414 0.172 0.929 0.422
CMIP6_001 [-] 47.0 5.77 24.4 0.682 0.385 0.224 0.932 0.441
LE2_001 [-] 47.8 6.61 25.1 0.597 0.382 0.205 0.936 0.432
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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 [-] 50.9
CESM3_092H [-] 55.5 4.75 31.7 1.10 0.391 0.159 0.864 0.393
CESM3_098bH [-] 54.8 3.67 30.8 1.01 0.400 0.151 0.894 0.399
CMIP6_001 [-] 51.1 1.48 31.1 1.05 0.376 0.150 0.902 0.394
LE2_001 [-] 48.2 -1.38 31.3 0.961 0.380 0.171 0.913 0.409
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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 [-] 35.1
CESM3_092H [-] 42.3 6.99 23.5 0.756 0.444 0.175 0.939 0.433
CESM3_098bH [-] 42.5 7.23 23.9 0.817 0.417 0.172 0.933 0.423
CMIP6_001 [-] 38.2 3.06 22.8 0.879 0.531 0.173 0.927 0.451
LE2_001 [-] 37.8 2.69 22.6 0.864 0.544 0.176 0.928 0.456
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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 [-] 40.1
CESM3_092H [-] 46.7 6.48 27.7 0.831 0.385 0.144 0.876 0.387
CESM3_098bH [-] 46.8 6.67 27.7 0.856 0.371 0.142 0.877 0.383
CMIP6_001 [-] 42.0 2.04 26.3 0.851 0.413 0.164 0.896 0.409
LE2_001 [-] 41.8 1.85 26.4 0.846 0.416 0.164 0.898 0.411
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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 [-] 13.3
CESM3_092H [-] 19.3 5.87 16.3 1.02 0.501 0.108 0.933 0.413
CESM3_098bH [-] 19.5 6.43 16.2 0.678 0.472 0.117 0.956 0.416
CMIP6_001 [-] 16.4 3.10 15.7 1.02 0.594 0.0689 0.933 0.416
LE2_001 [-] 17.2 3.88 15.1 1.02 0.573 0.103 0.933 0.428
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 [-] 82.2
CESM3_092H [-] 91.1 8.93 27.2 5.10 0.563 0.327 0.0631 0.320
CESM3_098bH [-] 90.8 8.63 28.2 5.10 0.561 0.277 0.0631 0.295
CMIP6_001 [-] 93.6 11.5 28.1 0.00 0.578 0.310 1.00 0.549
LE2_001 [-] 94.3 12.2 28.8 0.00 0.582 0.292 1.00 0.542
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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 [-] 41.6
CESM3_092H [-] 54.5 12.9 29.6 0.441 0.311 0.119 0.969 0.379
CESM3_098bH [-] 54.7 13.1 28.7 0.495 0.329 0.131 0.958 0.387
CMIP6_001 [-] 50.1 8.50 27.9 0.386 0.349 0.140 0.973 0.400
LE2_001 [-] 50.2 8.62 28.3 0.386 0.349 0.127 0.973 0.394
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 [-] 25.4
CESM3_092H [-] 38.7 13.3 28.0 0.0678 0.259 0.00942 0.995 0.318
CESM3_098bH [-] 38.3 12.8 26.8 0.136 0.238 0.0232 0.991 0.319
CMIP6_001 [-] 30.8 5.32 19.4 0.0678 0.496 0.111 0.995 0.428
LE2_001 [-] 31.2 5.77 19.2 0.00 0.477 0.121 1.00 0.430
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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 [-] 41.1
CESM3_092H [-] 40.5 -0.919 33.0 1.13 0.327 0.0850 0.822 0.330
CESM3_098bH [-] 41.8 0.873 34.4 1.13 0.265 0.0779 0.843 0.316
CMIP6_001 [-] 31.3 -9.79 32.7 1.31 0.297 0.0821 0.812 0.318
LE2_001 [-] 31.8 -9.24 33.1 1.53 0.298 0.0833 0.797 0.315
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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 [-] 97.5
CESM3_092H [-] 84.9 -12.6 36.0 4.08 0.545 0.0610 0.283 0.237
CESM3_098bH [-] 82.9 -14.7 35.1 4.73 0.522 0.0624 0.206 0.213
CMIP6_001 [-] 98.6 1.03 24.5 4.40 0.441 0.392 0.298 0.381
LE2_001 [-] 99.9 2.40 24.2 4.40 0.433 0.391 0.298 0.378
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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 [-] 101.
CESM3_092H [-] 80.1 -20.6 39.4 0.00 0.156 0.00 1.00 0.289
CESM3_098bH [-] 78.4 -22.3 40.9 1.03 0.0898 0.0894 0.930 0.300
CMIP6_001 [-] 76.4 -24.3 43.3 1.03 0.00756 0.0352 0.930 0.252
LE2_001 [-] 80.1 -20.6 38.3 0.00 0.159 0.00 1.00 0.290
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 [-] 45.3
CESM3_092H [-] 36.9 -8.39 20.8 0.983 0.490 0.101 0.937 0.407
CESM3_098bH [-] 32.5 -12.7 27.2 0.983 0.225 0.101 0.937 0.341
CMIP6_001 [-] 37.7 -7.61 28.2 0.983 0.537 0.00 0.937 0.368
LE2_001 [-] 36.9 -8.36 24.2 0.983 0.492 0.0465 0.937 0.380

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: LE_F_MDS