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 [-] 409.
CESM3_092H [-] 427. 18.3 20.6 5.57 0.115 0.376 0.0316 0.225
CESM3_098bH [-] 428. 20.1 23.5 5.57 0.0980 0.367 0.0316 0.216
CMIP6_001 [-] 427. 18.1 20.7 5.57 0.105 0.380 0.0316 0.224
LE2_001 [-] 427. 18.2 20.8 5.07 0.105 0.394 0.122 0.253
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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 [-] 377.
CESM3_092H [-] 387. 10.8 20.9 1.03 0.734 0.627 0.930 0.729
CESM3_098bH [-] 392. 15.3 22.6 0.517 0.647 0.643 0.965 0.725
CMIP6_001 [-] 390. 14.0 23.2 1.02 0.686 0.635 0.932 0.722
LE2_001 [-] 392. 15.4 21.7 1.02 0.658 0.676 0.932 0.735
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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 [-] 358.
CESM3_092H [-] 363. 5.05 13.4 0.00 0.844 0.658 1.00 0.790
CESM3_098bH [-] 361. 3.36 13.9 0.983 0.893 0.643 0.937 0.779
CMIP6_001 [-] 370. 11.5 18.6 0.00 0.680 0.626 1.00 0.733
LE2_001 [-] 371. 13.3 19.0 0.00 0.640 0.630 1.00 0.725
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 [-] 247.
CESM3_092H [-] 238. -8.51 25.8 0.517 0.846 0.633 0.965 0.769
CESM3_098bH [-] 242. -4.83 25.8 0.517 0.854 0.626 0.965 0.768
CMIP6_001 [-] 248. 1.35 19.7 0.00 0.874 0.712 1.00 0.825
LE2_001 [-] 250. 3.77 20.9 0.00 0.881 0.696 1.00 0.818
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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 [-] 419.
CESM3_092H [-] 428. 8.73 12.4 6.05 0.136 0.156 7.41e-05 0.112
CESM3_098bH [-] 426. 7.63 11.1 6.05 0.174 0.172 7.41e-05 0.129
CMIP6_001 [-] 427. 8.63 13.2 5.10 0.139 0.103 0.0631 0.102
LE2_001 [-] 427. 8.33 13.7 5.10 0.149 0.103 0.0631 0.104
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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 [-] 282.
CESM3_092H [-] 291. 8.48 20.9 0.00 0.816 0.642 1.00 0.775
CESM3_098bH [-] 296. 13.1 22.9 0.517 0.732 0.619 0.965 0.734
CMIP6_001 [-] 288. 5.77 21.2 0.00 0.879 0.609 1.00 0.774
LE2_001 [-] 290. 8.01 19.7 0.00 0.830 0.646 1.00 0.780
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 [-] 279.
CESM3_092H [-] 294. 15.3 26.3 0.344 0.726 0.712 0.977 0.782
CESM3_098bH [-] 296. 17.4 27.6 0.258 0.705 0.709 0.983 0.776
CMIP6_001 [-] 290. 11.4 22.1 0.172 0.763 0.748 0.988 0.812
LE2_001 [-] 292. 12.9 22.7 0.258 0.748 0.741 0.983 0.803
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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 [-] 359.
CESM3_092H [-] 362. 2.58 21.1 0.407 0.646 0.550 0.969 0.678
CESM3_098bH [-] 357. -3.02 20.9 0.541 0.604 0.571 0.955 0.675
CMIP6_001 [-] 362. 3.96 21.5 0.498 0.667 0.550 0.963 0.683
LE2_001 [-] 361. 2.23 20.0 0.548 0.682 0.558 0.959 0.689
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 [-] 311.
CESM3_092H [-] 322. 10.6 22.7 0.532 0.656 0.576 0.964 0.693
CESM3_098bH [-] 324. 13.1 22.9 0.532 0.627 0.600 0.964 0.698
CMIP6_001 [-] 316. 4.83 20.8 0.358 0.706 0.587 0.969 0.712
LE2_001 [-] 317. 5.48 20.6 0.407 0.703 0.580 0.973 0.709
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 [-] 312.
CESM3_092H [-] 320. 7.54 22.9 0.535 0.698 0.577 0.951 0.701
CESM3_098bH [-] 321. 9.06 23.2 0.509 0.670 0.596 0.954 0.704
CMIP6_001 [-] 318. 5.87 21.4 0.524 0.716 0.597 0.949 0.715
LE2_001 [-] 318. 6.29 21.3 0.495 0.712 0.597 0.954 0.715
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 [-] 249.
CESM3_092H [-] 255. 6.00 24.2 0.00 0.826 0.651 1.00 0.782
CESM3_098bH [-] 258. 9.26 25.1 0.00 0.825 0.675 1.00 0.794
CMIP6_001 [-] 264. 14.8 26.6 0.00 0.764 0.679 1.00 0.781
LE2_001 [-] 268. 18.3 29.6 0.00 0.715 0.685 1.00 0.771
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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 [-] 409.
CESM3_092H [-] 429. 20.3 21.4 2.05 0.0539 0.367 0.745 0.383
CESM3_098bH [-] 429. 20.8 23.5 2.05 0.0500 0.403 0.745 0.400
CMIP6_001 [-] 424. 15.0 18.1 2.05 0.115 0.327 0.745 0.379
LE2_001 [-] 424. 15.6 18.8 2.05 0.105 0.291 0.745 0.358
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 [-] 312.
CESM3_092H [-] 315. 2.67 23.6 0.251 0.818 0.648 0.983 0.774
CESM3_098bH [-] 317. 4.95 24.0 0.139 0.796 0.648 0.991 0.771
CMIP6_001 [-] 314. 2.11 22.3 0.558 0.817 0.666 0.959 0.777
LE2_001 [-] 314. 2.26 22.4 0.279 0.816 0.661 0.978 0.779
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 [-] 266.
CESM3_092H [-] 274. 8.33 26.1 0.00 0.848 0.601 1.00 0.762
CESM3_098bH [-] 278. 11.9 26.3 0.00 0.790 0.632 1.00 0.763
CMIP6_001 [-] 277. 11.1 21.7 0.00 0.803 0.704 1.00 0.803
LE2_001 [-] 278. 11.8 21.4 0.00 0.795 0.697 1.00 0.797
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 [-] 302.
CESM3_092H [-] 308. 6.13 23.2 0.812 0.652 0.485 0.945 0.642
CESM3_098bH [-] 309. 8.06 22.2 0.627 0.637 0.532 0.958 0.665
CMIP6_001 [-] 308. 6.15 22.4 0.812 0.661 0.512 0.945 0.658
LE2_001 [-] 309. 6.95 22.7 0.812 0.656 0.527 0.945 0.664
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 [-] 415.
CESM3_092H [-] 418. 3.25 8.34 1.34 0.614 0.303 0.752 0.493
CESM3_098bH [-] 418. 2.46 9.45 1.01 0.576 0.217 0.835 0.461
CMIP6_001 [-] 418. 2.72 10.4 1.34 0.575 0.222 0.752 0.442
LE2_001 [-] 418. 3.06 10.2 1.34 0.569 0.231 0.752 0.446
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 [-] 365.
CESM3_092H [-] 371. 6.81 21.0 0.00 0.785 0.503 1.00 0.698
CESM3_098bH [-] 370. 5.85 17.9 0.00 0.813 0.552 1.00 0.729
CMIP6_001 [-] 373. 8.34 19.4 0.00 0.744 0.551 1.00 0.711
LE2_001 [-] 374. 9.17 19.7 0.00 0.722 0.514 1.00 0.688
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 [-] 318.
CESM3_092H [-] 322. 3.48 15.3 0.00 0.909 0.682 1.00 0.818
CESM3_098bH [-] 320. 1.18 11.1 0.983 0.968 0.732 0.937 0.842
CMIP6_001 [-] 327. 9.03 16.6 0.00 0.780 0.680 1.00 0.785
LE2_001 [-] 327. 8.91 15.3 0.00 0.782 0.710 1.00 0.801

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
Data not available
CESM3_098bH
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: LW_IN_F