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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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 [-] 38.7
CESM3_092H [-] 47.9 8.96 29.3 0.763 0.529 0.105 0.944 0.421
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
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 [-] 20.8
CESM3_092H [-] 61.4 40.6 51.6 1.02 0.00 0.00484 0.933 0.236
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
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 [-] -10.2
CESM3_092H [-] 34.7 45.0 54.4 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
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 [-] 83.9
CESM3_092H [-] 62.2 -21.8 43.0 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
Data not available
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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
Data not available
CMIP6_001
Data not available
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LE2_001
Data not available
Data not available

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