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 [-] -30.7
CESM3_092H [-] -40.3 -10.3 13.1 0.00 0.376 0.664 1.00 0.676
CESM3_098bH [-] -37.8 -8.55 10.3 0.00 0.481 0.591 1.00 0.665
CMIP6_001 [-] -42.6 -11.9 11.8 1.02 0.279 0.750 0.933 0.678
LE2_001 [-] -42.6 -11.9 15.7 2.05 0.276 0.616 0.745 0.564
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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 [-] -72.1
CESM3_092H [-] -98.3 -26.2 29.3 0.00 0.00 0.382 1.00 0.441
CESM3_098bH [-] -99.8 -27.7 30.9 0.983 0.00 0.120 0.937 0.294
CMIP6_001 [-] -90.3 -18.2 27.2 0.00 0.00 0.153 1.00 0.326
LE2_001 [-] -88.7 -16.6 24.9 0.983 0.00 0.174 0.937 0.321
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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 [-] -32.4
CESM3_092H [-] -36.0 -3.32 24.4 1.01 0.683 0.00 0.934 0.404
CESM3_098bH [-] -35.9 -2.53 26.7 3.07 0.758 0.00 0.497 0.314
CMIP6_001 [-] -34.0 -1.51 23.4 1.01 0.786 0.0576 0.934 0.459
LE2_001 [-] -32.0 0.470 22.7 1.01 0.827 0.0216 0.934 0.451
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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 [-] -32.8
CESM3_092H [-] -43.5 -10.7 13.3 0.00 0.351 0.645 1.00 0.660
CESM3_098bH [-] -43.5 -10.6 13.0 5.03 0.354 0.647 0.0717 0.430
CMIP6_001 [-] -37.1 -4.28 10.2 2.03 0.740 0.555 0.749 0.650
LE2_001 [-] -37.4 -4.58 9.84 1.02 0.722 0.546 0.933 0.687
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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 [-] -38.3
CESM3_092H [-] -53.2 -14.8 20.4 1.03 0.00 0.213 0.930 0.339
CESM3_098bH [-] -54.0 -16.0 20.0 1.03 0.00 0.216 0.930 0.340
CMIP6_001 [-] -45.7 -7.35 14.6 1.03 0.414 0.243 0.930 0.458
LE2_001 [-] -45.3 -6.96 14.4 0.00 0.445 0.234 1.00 0.478
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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 [-] -55.6
CESM3_092H [-] -62.3 -6.73 18.2 0.672 0.114 0.244 0.917 0.380
CESM3_098bH [-] -61.2 -5.58 16.0 1.68 0.144 0.335 0.690 0.376
CMIP6_001 [-] -58.0 -2.45 17.3 0.328 0.193 0.255 0.979 0.420
LE2_001 [-] -58.4 -2.82 17.4 0.328 0.164 0.250 0.979 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 [-] -68.9
CESM3_092H [-] -81.7 -12.9 20.5 1.01 0.307 0.237 0.879 0.415
CESM3_098bH [-] -84.6 -15.3 23.4 0.964 0.232 0.250 0.885 0.404
CMIP6_001 [-] -77.8 -7.20 19.4 0.821 0.528 0.206 0.933 0.468
LE2_001 [-] -79.8 -9.22 18.2 1.00 0.449 0.286 0.880 0.475
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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 [-] -47.4
CESM3_092H [-] -62.8 -15.3 22.9 0.997 0.160 0.193 0.883 0.357
CESM3_098bH [-] -62.5 -14.9 23.2 1.06 0.181 0.174 0.874 0.351
CMIP6_001 [-] -58.6 -11.2 21.4 0.917 0.280 0.170 0.897 0.379
LE2_001 [-] -59.4 -12.0 21.6 0.812 0.248 0.155 0.911 0.367
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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 [-] -54.8
CESM3_092H [-] -70.9 -16.0 23.5 1.18 0.201 0.219 0.850 0.372
CESM3_098bH [-] -71.1 -16.0 23.9 1.18 0.207 0.196 0.848 0.362
CMIP6_001 [-] -67.4 -12.4 22.1 1.12 0.311 0.190 0.864 0.389
LE2_001 [-] -67.8 -12.9 21.7 1.04 0.289 0.192 0.872 0.386
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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 [-] -33.6
CESM3_092H [-] -36.3 -2.34 13.9 0.508 0.780 0.236 0.966 0.555
CESM3_098bH [-] -35.7 -2.20 13.0 0.00 0.794 0.248 1.00 0.573
CMIP6_001 [-] -33.7 -0.0850 14.0 2.55 0.972 0.224 0.589 0.502
LE2_001 [-] -33.9 -0.253 14.4 1.52 0.912 0.181 0.841 0.529
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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 [-] -40.8
CESM3_092H [-] -73.3 -32.5 35.5 1.56 0.00 0.297 0.790 0.346
CESM3_098bH [-] -72.5 -31.4 34.6 1.69 0.00 0.241 0.766 0.312
CMIP6_001 [-] -67.1 -26.4 30.5 1.40 0.0251 0.264 0.813 0.342
LE2_001 [-] -66.7 -25.9 29.7 1.28 0.0260 0.231 0.852 0.335
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 [-] -49.4
CESM3_092H [-] -61.7 -12.3 17.1 0.148 0.0478 0.225 0.990 0.372
CESM3_098bH [-] -62.2 -12.8 19.0 0.148 0.0541 0.154 0.990 0.338
CMIP6_001 [-] -54.9 -5.54 14.5 0.148 0.483 0.167 0.990 0.452
LE2_001 [-] -55.0 -5.68 14.4 0.148 0.471 0.172 0.990 0.451
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 [-] -80.7
CESM3_092H [-] -94.5 -13.3 23.8 2.09 0.331 0.129 0.709 0.324
CESM3_098bH [-] -93.7 -12.9 22.6 1.41 0.376 0.0969 0.818 0.347
CMIP6_001 [-] -97.8 -17.1 26.3 1.98 0.204 0.0724 0.723 0.268
LE2_001 [-] -96.8 -16.0 25.4 1.69 0.246 0.0735 0.743 0.284
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 [-] -35.2
CESM3_092H [-] -51.6 -16.4 20.2 3.52 0.108 0.468 0.381 0.356
CESM3_098bH [-] -52.8 -17.6 23.9 1.49 0.105 0.364 0.847 0.420
CMIP6_001 [-] -47.2 -12.0 15.6 3.02 0.272 0.571 0.506 0.480
LE2_001 [-] -46.9 -11.7 15.8 3.02 0.291 0.568 0.506 0.483

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
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CESM3_092H
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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: LW_IN_F-LW_OUT