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
CLM5_GSWP3V1 [-] -0.135 0.948 1.66 4.59 0.285 0.325 0.0863 0.255
Control [-] -0.151 0.932 1.81 3.58 0.267 0.324 0.461 0.344
Randomized [-] -0.163 0.920 1.71 3.58 0.269 0.320 0.461 0.342
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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
CLM5_GSWP3V1 [-] -0.00141 1.20 2.61 5.06 0.589 0.362 0.0672 0.345
Control [-] -0.0168 1.18 2.55 3.02 0.593 0.363 0.625 0.486
Randomized [-] -0.0147 1.19 2.53 3.02 0.593 0.368 0.625 0.488
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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
CLM5_GSWP3V1 [-] -0.0246 -0.516 1.11 1.02 0.612 0.396 0.933 0.584
Control [-] -0.0237 -0.516 1.09 0.00 0.612 0.402 1.00 0.604
Randomized [-] -0.0162 -0.508 1.08 1.02 0.617 0.407 0.933 0.591
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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
CLM5_GSWP3V1 [-] -0.0376 0.251 0.935 1.02 0.758 0.414 0.933 0.630
Control [-] 0.0252 0.314 1.39 1.02 0.711 0.307 0.830 0.539
Randomized [-] 0.0231 0.312 1.31 1.02 0.711 0.317 0.830 0.544
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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
CLM5_GSWP3V1 [-] -0.463 2.25 2.39 3.00 0.0211 0.161 0.511 0.213
Control [-] -0.225 2.49 2.71 3.00 0.0140 0.192 0.511 0.227
Randomized [-] -0.230 2.48 2.66 4.02 0.0141 0.181 0.259 0.159
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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
CLM5_GSWP3V1 [-] -0.0964 -0.0779 1.04 2.52 0.231 -0.529 -6.76 -1.90
Control [-] -0.106 -0.0877 1.13 2.52 1.17 -2.74 -9.59 -3.48
Randomized [-] -0.131 -0.113 1.21 2.52 1.81 -2.39 -9.59 -3.14
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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
CLM5_GSWP3V1 [-] -0.166 0.341 1.05 2.86 0.482 0.394 0.671 0.485
Control [-] -0.0942 0.413 1.14 2.61 0.440 0.382 0.757 0.490
Randomized [-] -0.104 0.403 1.26 2.69 0.447 0.349 0.760 0.476
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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
CLM5_GSWP3V1 [-] -0.0374 0.838 1.64 2.44 0.288 0.311 0.730 0.410
Control [-] -0.0554 0.820 1.69 2.62 0.293 0.293 0.744 0.406
Randomized [-] -0.0593 0.816 1.72 2.44 0.295 0.276 0.769 0.404
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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
CLM5_GSWP3V1 [-] -0.260 0.560 2.00 1.20 0.575 0.450 0.914 0.597
Control [-] -0.140 0.680 2.06 1.13 0.538 0.452 0.909 0.587
Randomized [-] -0.146 0.674 2.07 1.11 0.539 0.446 0.908 0.585
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 [-] -0.666
CLM5_GSWP3V1 [-] -0.172 0.489 1.70 1.95 0.471 0.410 0.746 0.509
Control [-] -0.0873 0.573 1.79 1.72 0.440 0.404 0.804 0.513
Randomized [-] -0.0927 0.568 1.80 1.86 0.442 0.396 0.736 0.492
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 [-] -0.102
CLM5_GSWP3V1 [-] -0.0346 0.0669 0.872 4.08 0.870 0.210 0.170 0.365
Control [-] 0.0414 0.143 0.800 0.339 0.793 0.351 0.988 0.621
Randomized [-] 0.0371 0.139 0.848 0.339 0.780 0.305 0.988 0.594
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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 [-] -0.384
CLM5_GSWP3V1 [-] -0.145 0.239 1.96 5.54 0.232 0.379 -0.0813 0.227
Control [-] -0.00963 0.375 1.85 5.54 0.106 0.417 -0.0813 0.215
Randomized [-] -0.00491 0.379 1.89 5.54 0.102 0.414 -0.0813 0.212
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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
CLM5_GSWP3V1 [-] -0.209 0.591 1.88 1.99 0.462 0.457 0.742 0.529
Control [-] -0.0614 0.738 1.99 1.59 0.417 0.449 0.872 0.547
Randomized [-] -0.0671 0.732 1.95 2.57 0.419 0.446 0.466 0.444
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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
CLM5_GSWP3V1 [-] -0.146 0.00865 0.891 1.21 0.800 0.443 0.642 0.582
Control [-] -0.0236 0.131 1.29 1.21 0.671 0.388 0.642 0.522
Randomized [-] -0.0361 0.119 1.26 1.21 0.686 0.383 0.642 0.523
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 [-] -0.370
CLM5_GSWP3V1 [-] -0.0961 0.274 1.59 2.06 0.507 0.411 0.891 0.555
Control [-] -0.0855 0.284 1.60 2.10 0.499 0.385 0.860 0.532
Randomized [-] -0.0825 0.287 1.61 1.95 0.495 0.372 0.851 0.522
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 [-] -0.355
CLM5_GSWP3V1 [-] -0.196 0.159 1.11 4.08 0.790 0.345 0.245 0.432
Control [-] -0.144 0.211 1.29 3.40 0.763 0.299 0.392 0.438
Randomized [-] -0.165 0.189 1.33 3.40 0.772 0.286 0.392 0.434
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 [-] 2.00
CLM5_GSWP3V1 [-] -0.154 -2.15 3.73 0.00 0.523 0.401 1.00 0.581
Control [-] -0.0567 -2.05 3.75 0.00 0.539 0.392 1.00 0.581
Randomized [-] -0.0502 -2.05 3.89 0.00 0.540 0.372 1.00 0.571
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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
CLM5_GSWP3V1 [-] -0.0744 4.68 5.04 6.05 0.0429 0.307 7.41e-05 0.164
Control [-] 0.0258 4.78 4.98 4.03 0.0401 0.349 0.255 0.248
Randomized [-] -0.0175 4.74 5.09 1.02 0.0413 0.329 0.933 0.408

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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CLM5_GSWP3V1
Data not available
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Control
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Randomized
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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