Mean State

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Period Mean (original grids) [g m-2 d-1]
Bias [g m-2 d-1]
RMSE [g m-2 d-1]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Overall Score [1]
Benchmark [-] -1.08
CESM3_092H [-] -0.247 0.836 1.53 5.10 0.294 0.335 0.0631 0.257
CESM3_098bH [-] -0.185 0.906 1.59 2.55 0.316 0.337 0.713 0.426
CMIP6_001 [-] -0.140 0.943 1.68 3.06 0.288 0.320 0.821 0.437
LE2_001 [-] -0.146 0.937 1.61 3.06 0.290 0.361 0.821 0.458
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Period Mean (original grids) [g m-2 d-1]
Bias [g m-2 d-1]
RMSE [g m-2 d-1]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Overall Score [1]
Benchmark [-] -1.20
CESM3_092H [-] -0.00787 1.19 2.60 5.03 0.591 0.362 0.0985 0.353
CESM3_098bH [-] -0.00465 1.20 2.58 4.55 0.590 0.366 0.138 0.365
CMIP6_001 [-] -0.00447 1.20 2.56 4.05 0.590 0.369 0.230 0.390
LE2_001 [-] -0.0150 1.19 2.54 2.05 0.593 0.373 0.767 0.526
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Period Mean (original grids) [g m-2 d-1]
Bias [g m-2 d-1]
RMSE [g m-2 d-1]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Overall Score [1]
Benchmark [-] 0.492
CESM3_092H [-] -0.0254 -0.517 1.07 0.00 0.611 0.406 1.00 0.606
CESM3_098bH [-] -0.0180 -0.510 1.11 0.00 0.615 0.395 1.00 0.601
CMIP6_001 [-] -0.0121 -0.504 1.07 0.00 0.619 0.401 1.00 0.605
LE2_001 [-] -0.0157 -0.508 1.06 0.00 0.617 0.407 1.00 0.608
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Period Mean (original grids) [g m-2 d-1]
Bias [g m-2 d-1]
RMSE [g m-2 d-1]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Overall Score [1]
Benchmark [-] -0.289
CESM3_092H [-] -0.0402 0.248 1.32 0.508 0.764 0.317 0.955 0.588
CESM3_098bH [-] -0.0142 0.274 1.56 0.508 0.746 0.279 0.955 0.565
CMIP6_001 [-] -0.0379 0.251 1.25 2.55 0.764 0.344 0.468 0.480
LE2_001 [-] -0.0127 0.276 0.997 1.02 0.744 0.390 0.933 0.614
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Period Mean (original grids) [g m-2 d-1]
Bias [g m-2 d-1]
RMSE [g m-2 d-1]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Overall Score [1]
Benchmark [-] -2.71
CESM3_092H [-] -0.487 2.22 2.42 5.10 0.0220 0.173 0.0631 0.108
CESM3_098bH [-] -0.500 2.21 2.38 5.10 0.0225 0.158 0.0631 0.100
CMIP6_001 [-] -0.328 2.38 2.51 3.05 0.0168 0.145 0.498 0.201
LE2_001 [-] -0.347 2.36 2.49 3.05 0.0173 0.159 0.498 0.208
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Period Mean (original grids) [g m-2 d-1]
Bias [g m-2 d-1]
RMSE [g m-2 d-1]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Overall Score [1]
Benchmark [-] -0.0186
CESM3_092H [-] -0.201 -0.181 1.05 1.52 2.80 -0.813 -1.09 0.0206
CESM3_098bH [-] -0.168 -0.166 0.987 1.52 25.5 -12.9 -26.7 -6.72
CMIP6_001 [-] -0.106 -0.0876 1.12 3.02 0.416 -0.459 -8.89 -2.35
LE2_001 [-] -0.0933 -0.0748 1.09 3.02 0.182 0.332 -8.89 -2.01
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Period Mean (original grids) [g m-2 d-1]
Bias [g m-2 d-1]
RMSE [g m-2 d-1]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Overall Score [1]
Benchmark [-] -0.507
CESM3_092H [-] -0.217 0.290 1.33 2.86 0.517 0.332 0.632 0.453
CESM3_098bH [-] -0.220 0.287 1.39 3.21 0.522 0.315 0.411 0.391
CMIP6_001 [-] -0.181 0.326 1.40 3.11 0.495 0.343 0.586 0.442
LE2_001 [-] -0.195 0.312 1.40 3.20 0.497 0.341 0.524 0.426
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Period Mean (original grids) [g m-2 d-1]
Bias [g m-2 d-1]
RMSE [g m-2 d-1]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Overall Score [1]
Benchmark [-] -0.917
CESM3_092H [-] -0.147 0.777 1.61 2.39 0.304 0.334 0.720 0.423
CESM3_098bH [-] -0.147 0.761 1.61 2.48 0.302 0.304 0.689 0.400
CMIP6_001 [-] -0.0640 0.811 1.62 2.48 0.296 0.347 0.737 0.432
LE2_001 [-] -0.0563 0.819 1.71 2.57 0.294 0.314 0.735 0.414
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Period Mean (original grids) [g m-2 d-1]
Bias [g m-2 d-1]
RMSE [g m-2 d-1]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Overall Score [1]
Benchmark [-] -0.820
CESM3_092H [-] -0.360 0.474 2.00 1.33 0.605 0.455 0.903 0.605
CESM3_098bH [-] -0.365 0.460 1.96 1.37 0.606 0.453 0.899 0.603
CMIP6_001 [-] -0.269 0.552 1.97 1.48 0.577 0.463 0.880 0.596
LE2_001 [-] -0.267 0.553 1.97 1.34 0.578 0.462 0.910 0.603
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Period Mean (original grids) [g m-2 d-1]
Bias [g m-2 d-1]
RMSE [g m-2 d-1]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Overall Score [1]
Benchmark [-] -0.666
CESM3_092H [-] -0.243 0.432 1.76 1.81 0.494 0.412 0.763 0.520
CESM3_098bH [-] -0.242 0.431 1.77 1.83 0.494 0.408 0.760 0.517
CMIP6_001 [-] -0.170 0.491 1.71 2.03 0.471 0.419 0.779 0.522
LE2_001 [-] -0.172 0.489 1.71 1.95 0.472 0.414 0.805 0.526
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Period Mean (original grids) [g m-2 d-1]
Bias [g m-2 d-1]
RMSE [g m-2 d-1]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Overall Score [1]
Benchmark [-] -0.102
CESM3_092H [-] 0.0308 0.134 1.29 0.678 0.764 0.117 0.832 0.458
CESM3_098bH [-] 0.0441 0.135 1.33 0.678 0.780 0.115 0.844 0.464
CMIP6_001 [-] -0.0236 0.0779 0.754 1.36 0.838 0.265 0.883 0.562
LE2_001 [-] -0.0377 0.0638 0.755 1.70 0.870 0.280 0.870 0.575
Download Data
Period Mean (original grids) [g m-2 d-1]
Bias [g m-2 d-1]
RMSE [g m-2 d-1]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Overall Score [1]
Benchmark [-] -0.384
CESM3_092H [-] -0.223 0.161 2.01 1.52 0.305 0.361 1.14 0.542
CESM3_098bH [-] -0.207 0.177 1.94 1.52 0.290 0.416 1.14 0.566
CMIP6_001 [-] -0.134 0.250 1.91 1.52 0.222 0.335 1.14 0.508
LE2_001 [-] -0.127 0.258 1.96 1.52 0.215 0.350 1.14 0.514
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Period Mean (original grids) [g m-2 d-1]
Bias [g m-2 d-1]
RMSE [g m-2 d-1]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Overall Score [1]
Benchmark [-] -0.800
CESM3_092H [-] -0.264 0.539 1.93 1.80 0.475 0.453 0.866 0.562
CESM3_098bH [-] -0.270 0.527 1.91 1.78 0.470 0.450 0.818 0.547
CMIP6_001 [-] -0.198 0.602 1.90 2.10 0.458 0.454 0.725 0.523
LE2_001 [-] -0.207 0.592 1.90 2.10 0.461 0.446 0.729 0.520
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Period Mean (original grids) [g m-2 d-1]
Bias [g m-2 d-1]
RMSE [g m-2 d-1]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Overall Score [1]
Benchmark [-] -0.155
CESM3_092H [-] -0.116 0.0386 1.21 0.942 0.780 0.381 0.650 0.548
CESM3_098bH [-] -0.0686 0.0844 1.20 0.942 0.743 0.366 0.648 0.531
CMIP6_001 [-] -0.113 0.0412 0.885 1.35 0.781 0.473 0.518 0.561
LE2_001 [-] -0.105 0.0492 0.891 1.35 0.776 0.468 0.518 0.557
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Period Mean (original grids) [g m-2 d-1]
Bias [g m-2 d-1]
RMSE [g m-2 d-1]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Overall Score [1]
Benchmark [-] -0.370
CESM3_092H [-] -0.207 0.181 1.60 2.10 0.581 0.413 0.769 0.544
CESM3_098bH [-] -0.215 0.213 1.66 2.03 0.575 0.455 0.795 0.570
CMIP6_001 [-] -0.0890 0.281 1.54 2.60 0.505 0.399 0.732 0.509
LE2_001 [-] -0.0929 0.277 1.54 2.53 0.508 0.401 0.906 0.554
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Period Mean (original grids) [g m-2 d-1]
Bias [g m-2 d-1]
RMSE [g m-2 d-1]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Overall Score [1]
Benchmark [-] -0.355
CESM3_092H [-] -0.112 0.243 1.45 3.74 0.723 0.255 0.349 0.396
CESM3_098bH [-] -0.155 0.208 1.57 3.74 0.737 0.221 0.352 0.383
CMIP6_001 [-] -0.156 0.198 1.10 2.73 0.758 0.345 0.597 0.512
LE2_001 [-] -0.168 0.187 1.13 3.07 0.761 0.333 0.494 0.480
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Period Mean (original grids) [g m-2 d-1]
Bias [g m-2 d-1]
RMSE [g m-2 d-1]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Overall Score [1]
Benchmark [-] 2.00
CESM3_092H [-] -0.153 -2.15 3.90 0.00 0.524 0.390 1.00 0.576
CESM3_098bH [-] -0.112 -2.11 3.99 4.03 0.530 0.341 0.255 0.367
CMIP6_001 [-] 0.0616 -1.93 4.21 3.07 0.559 0.311 0.494 0.419
LE2_001 [-] -0.0510 -2.05 4.08 0.00 0.540 0.352 1.00 0.561
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Period Mean (original grids) [g m-2 d-1]
Bias [g m-2 d-1]
RMSE [g m-2 d-1]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Overall Score [1]
Benchmark [-] -4.76
CESM3_092H [-] -0.0484 4.71 4.82 5.02 0.0421 0.397 0.0740 0.227
CESM3_098bH [-] -0.0240 4.73 5.07 5.02 0.0414 0.321 0.0740 0.189
CMIP6_001 [-] -0.0235 4.73 5.02 0.00 0.0414 0.350 1.00 0.435
LE2_001 [-] -0.0431 4.71 4.99 0.00 0.0420 0.367 1.00 0.444

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: NEE_VUT_REF