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
CESM3_092H [-] 24.3 -8.22 16.8 2.02 0.525 0.471 0.659 0.531
CESM3_098bH [-] 18.9 -13.6 19.1 2.02 0.252 0.424 0.659 0.440
CMIP6_001 [-] 39.5 6.95 16.6 2.04 0.722 0.500 0.521 0.561
LE2_001 [-] 39.3 6.75 16.7 2.04 0.732 0.502 0.521 0.565
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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
CESM3_092H [-] 62.3 11.7 20.9 0.508 0.265 0.247 0.968 0.432
CESM3_098bH [-] 53.5 2.94 18.0 0.508 0.821 0.230 0.968 0.563
CMIP6_001 [-] 65.1 14.5 25.0 1.02 0.291 0.181 0.882 0.384
LE2_001 [-] 64.4 13.8 23.2 1.02 0.304 0.218 0.882 0.405
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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
CESM3_092H [-] 68.7 21.0 43.7 0.00 0.00 0.00 1.00 0.250
CESM3_098bH [-] 64.7 16.9 38.9 0.00 0.131 0.00 1.00 0.283
CMIP6_001 [-] 66.8 19.1 41.1 0.00 0.0234 0.00 1.00 0.256
LE2_001 [-] 65.7 18.0 41.3 0.00 0.0778 0.00 1.00 0.269
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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
CESM3_092H [-] 4.22 -9.67 19.0 0.508 0.415 0.337 0.969 0.515
CESM3_098bH [-] 2.76 -10.8 17.3 0.508 0.344 0.414 0.970 0.535
CMIP6_001 [-] 6.80 -6.97 16.2 0.508 0.581 0.399 0.969 0.587
LE2_001 [-] 5.99 -7.78 17.1 1.02 0.531 0.378 0.933 0.555
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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
CESM3_092H [-] 28.1 -17.1 19.4 0.983 0.123 0.542 0.937 0.536
CESM3_098bH [-] 24.4 -20.8 23.2 0.983 0.00 0.561 0.937 0.514
CMIP6_001 [-] 33.9 -11.3 19.7 0.983 0.421 0.400 0.937 0.540
LE2_001 [-] 34.7 -10.5 20.6 0.983 0.461 0.399 0.937 0.549
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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
CESM3_092H [-] 11.7 -10.7 22.0 0.508 0.258 0.112 0.968 0.363
CESM3_098bH [-] 11.0 -11.1 22.5 1.02 0.239 0.0981 0.933 0.342
CMIP6_001 [-] 15.0 -7.28 23.5 1.02 0.509 0.0231 0.933 0.372
LE2_001 [-] 15.5 -6.74 22.8 0.508 0.540 0.0525 0.967 0.403
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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
CESM3_092H [-] 29.8 2.89 20.5 1.61 0.456 0.327 0.760 0.467
CESM3_098bH [-] 28.1 1.14 19.5 1.61 0.474 0.307 0.778 0.466
CMIP6_001 [-] 35.5 8.51 21.7 0.844 0.371 0.326 0.919 0.486
LE2_001 [-] 34.7 7.74 21.3 1.10 0.365 0.347 0.902 0.490
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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
CESM3_092H [-] 56.4 4.59 29.1 0.927 0.384 0.0922 0.935 0.376
CESM3_098bH [-] 52.9 -0.216 28.8 0.880 0.358 0.141 0.952 0.398
CMIP6_001 [-] 59.6 6.33 31.6 1.02 0.327 0.0648 0.904 0.340
LE2_001 [-] 61.6 8.34 31.5 1.11 0.319 0.0990 0.897 0.354
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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
CESM3_092H [-] 24.3 1.91 24.3 1.22 0.346 0.0905 0.888 0.354
CESM3_098bH [-] 22.3 -0.182 23.9 1.17 0.321 0.0876 0.892 0.347
CMIP6_001 [-] 28.3 6.20 25.6 1.27 0.305 0.0825 0.878 0.337
LE2_001 [-] 28.9 6.73 26.1 1.17 0.292 0.0757 0.881 0.331
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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
CESM3_092H [-] 32.6 1.92 25.7 1.03 0.377 0.126 0.890 0.380
CESM3_098bH [-] 30.3 -0.475 24.9 1.04 0.364 0.138 0.895 0.384
CMIP6_001 [-] 36.1 5.49 26.7 1.04 0.380 0.111 0.881 0.371
LE2_001 [-] 36.3 5.67 26.6 0.978 0.378 0.119 0.887 0.376
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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
CESM3_092H [-] 2.61 -2.39 15.6 0.678 0.349 0.509 0.944 0.578
CESM3_098bH [-] 2.01 -2.72 16.0 0.678 0.366 0.506 0.945 0.581
CMIP6_001 [-] 5.14 0.229 17.2 0.678 0.630 0.545 0.944 0.666
LE2_001 [-] 3.82 -1.09 16.5 0.678 0.575 0.565 0.944 0.662
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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
CESM3_092H [-] 30.0 -2.02 16.9 1.02 0.897 0.275 0.933 0.595
CESM3_098bH [-] 28.3 -3.80 16.7 1.02 0.807 0.305 0.933 0.588
CMIP6_001 [-] 37.3 5.22 15.0 0.00 0.735 0.375 1.00 0.621
LE2_001 [-] 37.7 5.67 17.3 0.00 0.713 0.314 1.00 0.585
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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
CESM3_092H [-] 29.7 -0.922 25.7 1.34 0.337 0.0864 0.772 0.320
CESM3_098bH [-] 27.8 -2.76 24.7 1.12 0.357 0.0960 0.798 0.337
CMIP6_001 [-] 32.3 1.79 27.3 1.29 0.324 0.0680 0.759 0.305
LE2_001 [-] 32.1 1.54 27.0 1.15 0.325 0.0680 0.783 0.311
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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
CESM3_092H [-] 19.5 -12.3 22.5 0.0678 0.256 0.216 0.995 0.421
CESM3_098bH [-] 18.7 -13.0 23.4 0.610 0.236 0.188 0.932 0.386
CMIP6_001 [-] 28.9 -2.90 20.6 0.678 0.581 0.165 0.946 0.464
LE2_001 [-] 28.7 -3.13 19.7 0.203 0.573 0.209 0.985 0.494
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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
CESM3_092H [-] 47.9 8.96 29.3 0.763 0.529 0.105 0.944 0.421
CESM3_098bH [-] 44.1 5.64 27.1 0.944 0.468 0.130 0.944 0.418
CMIP6_001 [-] 50.5 11.8 30.3 0.764 0.529 0.0977 0.941 0.416
LE2_001 [-] 50.1 11.4 29.8 0.837 0.544 0.0866 0.936 0.413
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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 [-] 61.4 40.6 51.6 1.02 0.00 0.00484 0.933 0.236
CESM3_098bH [-] 60.6 39.6 47.5 1.02 0.00 0.0143 0.933 0.240
CMIP6_001 [-] 57.3 36.5 43.0 0.339 0.00 0.172 0.977 0.330
LE2_001 [-] 56.4 35.7 41.7 0.339 0.00 0.189 0.977 0.339
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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 [-] -10.2
CESM3_092H [-] 34.7 45.0 54.4 1.03 -0.00 -0.00 0.930 0.233
CESM3_098bH [-] 33.3 43.5 56.7 1.03 -0.00 -0.00 0.930 0.233
CMIP6_001 [-] 34.0 44.2 55.1 1.03 -0.00 -0.00 0.930 0.233
LE2_001 [-] 30.1 40.4 50.8 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 [-] 83.9
CESM3_092H [-] 62.2 -21.8 43.0 1.03 0.00 0.00 0.930 0.233
CESM3_098bH [-] 63.4 -20.6 40.2 1.03 0.00 0.00 0.930 0.233
CMIP6_001 [-] 57.9 -26.0 39.5 1.03 0.00 0.00 0.930 0.233
LE2_001 [-] 58.9 -25.0 40.4 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
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: H_F_MDS