Mean State

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Period Mean (original grids) [mm d-1]
Bias [mm d-1]
RMSE [mm d-1]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Overall Score [1]
Benchmark [-] 4.82
CESM3_092H [-] 3.70 -1.12 4.05 2.52 0.428 0.00 0.546 0.243
CESM3_098bH [-] 3.89 -0.761 4.05 2.52 0.422 0.00 0.528 0.238
CMIP6_001 [-] 4.41 -0.410 3.11 1.02 0.743 0.0766 0.875 0.443
LE2_001 [-] 4.25 -0.568 3.57 1.02 0.647 0.0436 0.875 0.402
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Period Mean (original grids) [mm d-1]
Bias [mm d-1]
RMSE [mm d-1]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Overall Score [1]
Benchmark [-] 0.768
CESM3_092H [-] 1.29 0.520 1.70 0.517 0.137 0.00 0.965 0.275
CESM3_098bH [-] 1.30 0.536 1.29 0.517 0.00 0.0102 0.965 0.246
CMIP6_001 [-] 0.654 -0.115 1.25 0.508 0.518 0.00 0.967 0.371
LE2_001 [-] 0.736 -0.0325 0.896 0.508 0.554 0.0229 0.967 0.392
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Period Mean (original grids) [mm d-1]
Bias [mm d-1]
RMSE [mm d-1]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Overall Score [1]
Benchmark [-] 1.59
CESM3_092H [-] 3.17 1.58 2.98 1.03 0.0259 0.0563 0.930 0.267
CESM3_098bH [-] 3.17 1.58 2.92 0.00 0.0229 0.0844 1.00 0.298
CMIP6_001 [-] 2.77 1.18 2.66 0.983 0.271 0.131 0.937 0.368
LE2_001 [-] 3.07 1.48 3.05 0.00 0.0836 0.0165 1.00 0.279
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Period Mean (original grids) [mm d-1]
Bias [mm d-1]
RMSE [mm d-1]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Overall Score [1]
Benchmark [-] 0.431
CESM3_092H [-] 0.941 0.508 0.984 1.03 0.411 0.0428 0.930 0.357
CESM3_098bH [-] 1.01 0.576 1.05 1.03 0.327 0.00 0.930 0.314
CMIP6_001 [-] 0.877 0.446 0.828 0.508 0.367 0.0312 0.979 0.352
LE2_001 [-] 0.920 0.489 0.810 1.53 0.380 0.0703 0.803 0.331
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Period Mean (original grids) [mm d-1]
Bias [mm d-1]
RMSE [mm d-1]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Overall Score [1]
Benchmark [-] 5.11
CESM3_092H [-] 7.54 2.44 4.60 0.00 0.00 0.00 1.00 0.250
CESM3_098bH [-] 7.64 2.53 4.82 0.00 0.00 0.00 1.00 0.250
CMIP6_001 [-] 9.96 4.85 7.77 0.00 0.00 0.00 1.00 0.250
LE2_001 [-] 9.52 4.41 7.97 1.02 0.00 0.00 0.933 0.233
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Period Mean (original grids) [mm d-1]
Bias [mm d-1]
RMSE [mm d-1]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Overall Score [1]
Benchmark [-] 1.30
CESM3_092H [-] 1.97 0.669 1.32 0.508 0.131 0.00 0.960 0.273
CESM3_098bH [-] 2.00 0.678 1.44 3.06 0.225 0.00 0.409 0.158
CMIP6_001 [-] 1.68 0.373 1.25 0.00 0.451 0.00 1.00 0.363
LE2_001 [-] 1.65 0.347 1.18 0.508 0.487 0.00 0.973 0.365
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Period Mean (original grids) [mm d-1]
Bias [mm d-1]
RMSE [mm d-1]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Overall Score [1]
Benchmark [-] 1.95
CESM3_092H [-] 3.22 1.28 2.72 1.19 0.0899 0.00470 0.858 0.239
CESM3_098bH [-] 3.10 1.15 2.71 0.851 0.138 0.00 0.896 0.259
CMIP6_001 [-] 3.03 1.08 2.60 0.936 0.164 0.00 0.861 0.256
LE2_001 [-] 3.11 1.16 2.72 1.19 0.178 0.00 0.824 0.251
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Period Mean (original grids) [mm d-1]
Bias [mm d-1]
RMSE [mm d-1]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Overall Score [1]
Benchmark [-] 2.65
CESM3_092H [-] 2.82 0.164 3.04 1.97 0.368 0.000942 0.739 0.277
CESM3_098bH [-] 2.73 0.163 2.84 1.15 0.433 0.00312 0.847 0.322
CMIP6_001 [-] 2.40 -0.0914 2.69 1.37 0.493 0.00720 0.878 0.346
LE2_001 [-] 2.19 -0.306 2.71 1.42 0.508 0.00953 0.774 0.325
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Period Mean (original grids) [mm d-1]
Bias [mm d-1]
RMSE [mm d-1]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Overall Score [1]
Benchmark [-] 2.35
CESM3_092H [-] 2.59 0.236 2.20 2.55 0.265 0.00202 0.569 0.210
CESM3_098bH [-] 2.64 0.316 2.17 2.47 0.280 0.00351 0.601 0.222
CMIP6_001 [-] 2.15 -0.203 2.09 2.34 0.308 0.000650 0.598 0.227
LE2_001 [-] 2.11 -0.245 2.13 2.93 0.283 0.00184 0.506 0.198
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Period Mean (original grids) [mm d-1]
Bias [mm d-1]
RMSE [mm d-1]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Overall Score [1]
Benchmark [-] 2.16
CESM3_092H [-] 2.57 0.408 2.38 1.97 0.305 0.00395 0.670 0.246
CESM3_098bH [-] 2.55 0.415 2.32 1.92 0.320 0.00739 0.685 0.255
CMIP6_001 [-] 2.25 0.102 2.16 1.77 0.375 0.00891 0.721 0.278
LE2_001 [-] 2.24 0.0924 2.22 2.12 0.362 0.00811 0.663 0.260
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Period Mean (original grids) [mm d-1]
Bias [mm d-1]
RMSE [mm d-1]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Overall Score [1]
Benchmark [-] 0.621
CESM3_092H [-] 1.87 1.24 1.69 0.344 0.00 0.00 0.989 0.247
CESM3_098bH [-] 1.88 1.30 1.66 0.689 0.00 0.00 0.960 0.240
CMIP6_001 [-] 1.48 0.857 1.13 1.03 0.00 0.0576 0.930 0.261
LE2_001 [-] 1.61 0.991 1.42 0.00 0.00 0.0377 1.00 0.269
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Period Mean (original grids) [mm d-1]
Bias [mm d-1]
RMSE [mm d-1]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Overall Score [1]
Benchmark [-] 6.24
CESM3_092H [-] 10.9 4.70 7.87 5.10 0.00 0.00 0.0631 0.0158
CESM3_098bH [-] 9.32 3.07 6.38 5.10 0.0283 0.00 0.0631 0.0229
CMIP6_001 [-] 9.73 3.49 6.99 3.05 0.00 0.00 0.498 0.124
LE2_001 [-] 9.47 3.22 6.79 2.03 0.00408 0.00 0.749 0.188
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Period Mean (original grids) [mm d-1]
Bias [mm d-1]
RMSE [mm d-1]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Overall Score [1]
Benchmark [-] 2.29
CESM3_092H [-] 2.38 0.0883 1.91 2.23 0.528 0.00979 0.635 0.296
CESM3_098bH [-] 2.40 0.116 2.00 2.42 0.558 0.0150 0.602 0.298
CMIP6_001 [-] 2.20 -0.0902 1.84 2.20 0.574 0.0124 0.646 0.311
LE2_001 [-] 2.25 -0.0466 1.92 2.20 0.574 0.0133 0.642 0.311
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Period Mean (original grids) [mm d-1]
Bias [mm d-1]
RMSE [mm d-1]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Overall Score [1]
Benchmark [-] 1.11
CESM3_092H [-] 1.70 0.590 1.27 1.09 0.384 0.00 0.895 0.320
CESM3_098bH [-] 1.67 0.564 1.24 1.57 0.331 0.00524 0.851 0.298
CMIP6_001 [-] 1.42 0.311 1.06 1.23 0.549 0.0417 0.840 0.368
LE2_001 [-] 1.44 0.330 1.10 1.84 0.468 0.0195 0.731 0.309
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Period Mean (original grids) [mm d-1]
Bias [mm d-1]
RMSE [mm d-1]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Overall Score [1]
Benchmark [-] 1.31
CESM3_092H [-] 2.21 0.927 2.72 1.66 0.136 0.00219 0.846 0.247
CESM3_098bH [-] 2.17 0.909 2.69 1.37 0.0761 0.00121 0.853 0.233
CMIP6_001 [-] 1.75 0.435 2.11 1.31 0.303 0.0149 0.876 0.302
LE2_001 [-] 1.86 0.551 2.20 1.99 0.235 0.0135 0.748 0.252
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Period Mean (original grids) [mm d-1]
Bias [mm d-1]
RMSE [mm d-1]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Overall Score [1]
Benchmark [-] 6.63
CESM3_092H [-] 3.43 -3.20 5.48 0.339 0.163 0.0112 0.971 0.289
CESM3_098bH [-] 3.30 -3.36 5.00 0.339 0.148 0.0319 0.971 0.296
CMIP6_001 [-] 3.95 -2.68 5.35 0.339 0.170 0.00 0.971 0.285
LE2_001 [-] 3.89 -2.74 5.47 0.339 0.185 0.00 0.971 0.289
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Period Mean (original grids) [mm d-1]
Bias [mm d-1]
RMSE [mm d-1]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Overall Score [1]
Benchmark [-] 3.88
CESM3_092H [-] 3.07 -0.811 3.26 6.03 0.499 0.00 0.000167 0.125
CESM3_098bH [-] 2.90 -0.981 2.87 5.10 0.394 0.0758 0.0631 0.152
CMIP6_001 [-] 2.69 -1.20 3.09 4.08 0.260 0.00 0.244 0.126
LE2_001 [-] 2.98 -0.900 3.38 4.08 0.443 0.00 0.244 0.172
Download Data
Period Mean (original grids) [mm d-1]
Bias [mm d-1]
RMSE [mm d-1]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Overall Score [1]
Benchmark [-] 0.989
CESM3_092H [-] 1.35 0.360 1.54 0.983 0.515 0.00 0.937 0.363
CESM3_098bH [-] 1.17 0.181 1.31 0.00 0.756 0.00 1.00 0.439
CMIP6_001 [-] 1.35 0.363 1.09 2.02 0.512 0.0124 0.752 0.322
LE2_001 [-] 1.32 0.332 0.996 2.02 0.553 0.163 0.752 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
Data not available
CESM3_092H
Data not available
Data not available
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: P_F