Mean State

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Period Mean (original grids) [Pg yr-1]
Model Period Mean (intersection) [Pg yr-1]
Benchmark Period Mean (intersection) [Pg yr-1]
Model Period Mean (complement) [Pg yr-1]
Benchmark Period Mean (complement) [Pg yr-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]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] -24.0
CABLE-POP [-] -4.28 -4.20 -22.5 -0.0791 -1.44 0.440 0.941 3.08 0.308 0.309 0.508 0.0963 0.306
CLASSIC [-] -4.50 -4.13 -23.9 -0.343 -0.0735 0.456 0.993 2.69 0.297 0.316 0.619 0.128 0.335
CLM6.0 [-] -10.9 -9.83 -23.8 -0.953 -0.159 0.323 0.981 2.46 0.356 0.357 0.629 0.295 0.399
DLEM [-] -4.12 -4.11 -24.0 -0.0128 -0.000328 0.457 0.980 2.41 0.298 0.345 0.741 0.206 0.387
ED [-] -2.34 -2.34 -23.9 -0.00235 -0.0417 0.498 0.948 2.86 0.277 0.290 0.530 0.0840 0.294
ELM [-] -7.63 -7.03 -23.8 -0.561 -0.157 0.388 1.10 2.18 0.334 0.332 0.737 0.203 0.388
IBIS [-] -4.08 -4.05 -23.9 -0.0317 -0.114 0.460 0.834 1.83 0.300 0.427 0.766 0.0836 0.401
iMAPLE [-] -4.07 -3.94 -24.0 -0.138 0.461 0.958 2.90 0.296 0.415 0.665 0.0516 0.368
ISAM [-] -3.17 -3.16 -24.0 -0.00194 -0.0165 0.480 0.874 2.83 0.288 0.341 0.593 0.0951 0.331
ISBA-CTRIP [-] -11.2 -10.4 -24.0 -0.849 0.312 0.829 2.04 0.352 0.371 0.720 0.326 0.428
JSBACH [-] -6.19 -5.81 -21.7 -0.342 -2.30 0.388 0.965 2.61 0.338 0.273 0.549 0.133 0.313
JULES [-] -9.80 -9.66 -23.3 -0.143 -0.721 0.320 0.950 2.62 0.351 0.277 0.516 0.274 0.339
LPJml [-] -7.01 -6.60 -24.0 -0.411 0.400 1.06 1.80 0.330 0.314 0.755 0.145 0.372
LPJwsl [-] -4.19 -4.18 -24.0 -0.0147 0.455 1.02 2.50 0.304 0.290 0.553 0.0843 0.304
LPX [-] -4.40 -4.34 -24.0 -0.0511 -0.00405 0.452 0.865 1.75 0.305 0.430 0.775 0.0614 0.400
OCN [-] -4.41 -4.29 -23.4 -0.121 -0.560 0.447 0.934 3.29 0.303 0.385 0.540 0.0795 0.338
ORCHIDEE [-] -5.93 -5.87 -24.0 -0.0570 0.416 0.823 2.88 0.315 0.370 0.598 0.224 0.376
SDGVM [-] -5.90 -5.62 -23.8 -0.281 -0.217 0.420 0.906 1.77 0.314 0.397 0.772 0.0814 0.392
VISIT [-] -6.51 -6.48 -23.4 -0.0321 -0.542 0.397 0.840 1.86 0.324 0.386 0.711 0.166 0.395
VISIT-UT [-] -6.87 -6.86 -23.4 -0.0162 -0.542 0.388 0.843 2.02 0.333 0.367 0.648 0.201 0.383

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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SPATIAL TAYLOR DIAGRAM
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MODEL COLORS
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Spatially integrated regional mean

MODEL COLORS
Data not available
REGIONAL MEAN
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ANNUAL CYCLE
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MONTHLY ANOMALY
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ANNUAL CYCLE
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All Models

Benchmark
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CABLE-POP
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CLASSIC
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CLM6.0
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DLEM
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ED
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ELM
Data not available
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IBIS
Data not available
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iMAPLE
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ISAM
Data not available
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ISBA-CTRIP
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JSBACH
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JULES
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LPJml
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LPJwsl
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LPX
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OCN
Data not available
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ORCHIDEE
Data not available
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SDGVM
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VISIT
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VISIT-UT
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Data Information

  Title:
FLUXCOM (RS+METEO) Global Land Carbon Fluxes using CRUNCEP climate data

  Version:
1

  Institutions:
Department Biogeochemical Integration, Max Planck Institute for Biogeochemistry, Germany

  Source:
Data generated by Artificial Neural Networks and forced with CRUNCEPv6 meteorological data and MODIS (RS+METEO)

  History:
2020-08-25: downloaded source from ftp://ftp.bgc-jena.mpg.de/pub/outgoing/FluxCom/CarbonFluxes_v1_2017/RS+METEO/CRUNCEPv6/raw/monthly/
2020-08-25: converted to netCDF, additionally we apply a mask where |var|<1e-15 for all time.

  References:
Jung, M., M. Reichstein, C.R. Schwalm, C. Huntingford, S. Sitch, A. Ahlstrom, A. Arneth, G. Camps-Valls, P. Ciais, P. Friedlingstein, F. Gans, K. Ichii, A.K. Jain, E. Kato, D. Papale, B. Poulter, B. Raduly, C. Rodenbeck, G. Tramontana, N. Viovy, Y.P. Wang, U. Weber, S. Zaehle and N. Zeng (2017), Compensatory water effects link yearly global land CO2 sink changes to temperature, Nature, 541, 516-520, doi:10.1038/nature20780

Tramontana, G., M. Jung, C.R. Schwalm, K. Ichii, G. Camps-Valls, B. Raduly, M. Reichstein, M.A. Arain, A. Cescatti, G. Kiely, L. Merbold, P. Serrano-Ortiz, S. Sickert, S. Wolf, and D. Papale (2016), Predicting carbon dioxide and energy fluxes across global FLUXNET sites with regression algorithms, Biogeosciences, 13, 4291-4313, doi:10.5194/bg-13-4291-2016

  Comments:
time_period: 1980-01 through 2013-12
temporal_resolution: monthly
spatial_resolution: 0.5 degree
units: g m-2 day-1

  Convention:
CF-1.8