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 [-] 17.4
CESM3_092H [-] 26.8 9.64 10.5 2.00 0.00 0.615 0.756 0.496
CESM3_098bH [-] 25.9 9.00 8.93 2.00 0.00650 0.619 0.756 0.500
CMIP6_001 [-] 28.0 10.6 11.2 2.00 0.00 0.709 0.756 0.543
LE2_001 [-] 28.0 10.6 11.6 2.00 0.00 0.691 0.756 0.534
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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 [-] 79.8
CESM3_092H [-] 58.8 -21.0 25.7 0.00 0.00 0.476 1.00 0.488
CESM3_098bH [-] 55.1 -24.7 27.6 1.02 0.00 0.448 0.933 0.457
CMIP6_001 [-] 67.4 -12.4 20.8 1.02 0.268 0.269 0.933 0.435
LE2_001 [-] 66.5 -13.3 17.3 1.02 0.212 0.552 0.933 0.562
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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 [-] 32.2
CESM3_092H [-] 39.7 7.53 8.07 1.02 0.169 0.698 0.933 0.624
CESM3_098bH [-] 39.3 7.09 8.11 1.02 0.217 0.579 0.933 0.577
CMIP6_001 [-] 39.6 7.44 9.70 1.02 0.178 0.506 0.933 0.531
LE2_001 [-] 39.0 6.86 9.13 1.02 0.242 0.539 0.933 0.563
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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 [-] 34.2 -10.7 20.9 0.00 0.413 0.416 1.00 0.561
CESM3_098bH [-] 33.0 -12.0 25.3 0.00 0.354 0.286 1.00 0.482
CMIP6_001 [-] 28.4 -16.1 25.6 0.00 0.220 0.345 1.00 0.478
LE2_001 [-] 29.4 -15.1 24.8 0.00 0.278 0.326 1.00 0.483
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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 [-] 22.2
CESM3_092H [-] 33.5 11.3 12.5 0.983 0.00 0.548 0.937 0.508
CESM3_098bH [-] 32.9 10.6 12.0 0.983 0.00 0.546 0.937 0.507
CMIP6_001 [-] 26.1 3.81 6.01 0.983 0.579 0.580 0.937 0.669
LE2_001 [-] 26.1 3.81 5.74 0.983 0.579 0.567 0.937 0.663
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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 [-] 7.13
CESM3_092H [-] 22.9 15.7 22.1 0.00 0.00 0.00 1.00 0.250
CESM3_098bH [-] 22.8 15.6 21.6 0.00 0.00 0.00 1.00 0.250
CMIP6_001 [-] 16.5 9.34 13.6 0.00 0.00 0.211 1.00 0.356
LE2_001 [-] 16.1 9.00 12.9 0.00 0.00 0.273 1.00 0.387
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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 [-] 33.2
CESM3_092H [-] 31.6 -1.56 12.2 2.28 0.386 0.318 0.688 0.427
CESM3_098bH [-] 31.1 -2.11 12.4 1.77 0.329 0.300 0.751 0.420
CMIP6_001 [-] 28.9 -4.31 10.5 1.27 0.440 0.352 0.841 0.496
LE2_001 [-] 28.8 -4.42 10.8 1.78 0.451 0.325 0.778 0.470
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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 [-] 34.6
CESM3_092H [-] 37.7 3.37 9.79 1.02 0.496 0.444 0.881 0.566
CESM3_098bH [-] 37.7 2.91 9.91 0.924 0.529 0.443 0.887 0.576
CMIP6_001 [-] 34.2 -0.787 9.11 1.02 0.511 0.413 0.873 0.553
LE2_001 [-] 35.0 -0.0563 9.02 1.02 0.508 0.451 0.873 0.571
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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 [-] 23.9
CESM3_092H [-] 26.5 2.48 14.5 1.21 0.263 0.283 0.825 0.414
CESM3_098bH [-] 25.9 1.89 14.2 1.21 0.260 0.296 0.829 0.420
CMIP6_001 [-] 23.5 -0.404 14.2 0.977 0.275 0.316 0.862 0.443
LE2_001 [-] 23.4 -0.436 13.6 0.998 0.281 0.333 0.860 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 [-] 29.1
CESM3_092H [-] 32.9 3.72 13.9 1.29 0.310 0.317 0.816 0.440
CESM3_098bH [-] 32.2 2.97 13.8 1.27 0.323 0.319 0.819 0.445
CMIP6_001 [-] 29.4 0.221 13.7 1.17 0.364 0.325 0.840 0.463
LE2_001 [-] 29.5 0.328 13.5 1.21 0.363 0.341 0.833 0.470
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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 [-] 40.3
CESM3_092H [-] 27.1 -13.5 24.6 0.508 0.317 0.173 0.966 0.407
CESM3_098bH [-] 26.8 -13.4 25.5 0.508 0.321 0.126 0.966 0.385
CMIP6_001 [-] 23.3 -17.1 29.7 0.508 0.183 0.113 0.966 0.344
LE2_001 [-] 23.0 -17.4 28.6 0.508 0.143 0.138 0.966 0.347
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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 [-] 38.1 5.65 15.3 2.38 0.191 0.0663 0.585 0.227
CESM3_098bH [-] 36.3 3.66 16.3 2.32 0.301 0.0639 0.589 0.255
CMIP6_001 [-] 32.2 -0.156 15.5 2.39 0.464 0.0514 0.620 0.297
LE2_001 [-] 33.0 0.638 17.7 2.57 0.452 0.0487 0.586 0.284
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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 [-] 18.1
CESM3_092H [-] 29.2 11.2 14.4 1.45 0.167 0.484 0.792 0.481
CESM3_098bH [-] 28.3 10.2 13.9 1.52 0.190 0.486 0.787 0.487
CMIP6_001 [-] 19.3 1.22 9.35 1.45 0.525 0.585 0.792 0.622
LE2_001 [-] 19.0 0.961 9.17 1.45 0.525 0.602 0.792 0.630
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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 [-] 37.9
CESM3_092H [-] 38.8 0.618 12.2 0.854 0.496 0.346 0.900 0.522
CESM3_098bH [-] 38.0 0.0640 10.8 0.961 0.478 0.353 0.893 0.519
CMIP6_001 [-] 38.6 0.773 15.7 0.799 0.325 0.278 0.923 0.451
LE2_001 [-] 38.3 0.400 15.1 0.799 0.309 0.292 0.923 0.454
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 [-] 22.3
CESM3_092H [-] 39.8 17.5 19.3 0.508 0.00 0.585 0.966 0.534
CESM3_098bH [-] 40.2 17.9 19.3 0.00 0.00 0.556 1.00 0.528
CMIP6_001 [-] 30.6 8.37 9.52 0.508 0.200 0.658 0.966 0.621
LE2_001 [-] 30.7 8.45 9.46 0.508 0.192 0.643 0.966 0.611

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
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: SW_OUT