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 [-] 12.9
BCC-CSM2-MR [-] 15.4 15.0 12.7 0.380 0.00403 0.719 1.58 2.12 0.311 0.504 0.645 0.714 0.535
BGCv2LND.GSW [-] 16.9 16.3 12.9 0.611 0.938 1.68 1.52 0.298 0.432 0.765 0.691 0.524
BGCv2LNDATM [-] 20.7 20.1 12.9 0.637 1.99 2.58 1.71 0.232 0.488 0.730 0.489 0.485
CanESM5 [-] 22.6 19.9 12.9 0.993 2.18 2.48 2.24 0.119 0.516 0.672 0.731 0.511
MeanCMIP6 [-] 14.9 14.7 12.9 0.461 0.627 1.37 2.10 0.338 0.515 0.622 0.825 0.563
MIROC-ES2L [-] 16.1 14.1 12.9 0.877 0.000159 0.481 1.67 2.57 0.353 0.417 0.571 0.830 0.517
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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 [-] 5.79
BCC-CSM2-MR [-] 7.56 5.88 5.69 1.68 0.111 1.30 3.25 2.24 0.0778 0.245 0.667 0.224 0.292
BGCv2LND.GSW [-] 12.6 9.01 5.79 3.64 3.11 3.35 2.21 0.0339 0.425 0.666 0.714 0.453
BGCv2LNDATM [-] 13.8 10.2 5.79 3.66 4.24 4.60 1.70 0.0391 0.452 0.757 0.406 0.421
CanESM5 [-] 9.64 5.59 5.81 3.73 3.71 3.84 2.31 0.00794 0.446 0.652 0.863 0.483
MeanCMIP6 [-] 6.76 5.01 5.79 1.84 1.27 1.62 2.29 0.164 0.487 0.655 0.878 0.534
MIROC-ES2L [-] 5.76 2.80 5.77 2.68 0.0424 -1.12 1.56 2.67 0.121 0.339 0.566 0.869 0.447
Download Data
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 [-] 95.7
BCC-CSM2-MR [-] 106. 100. 95.1 5.43 0.537 0.209 1.21 1.00 0.402 0.473 0.823 0.916 0.617
BGCv2LND.GSW [-] 134. 125. 95.6 8.82 0.0685 0.683 1.25 0.801 0.340 0.531 0.855 0.816 0.614
BGCv2LNDATM [-] 143. 135. 95.6 8.24 0.0685 0.910 1.54 0.773 0.311 0.510 0.855 0.684 0.574
CanESM5 [-] 142. 129. 95.7 10.2 1.16 1.60 1.07 0.259 0.522 0.814 0.796 0.583
MeanCMIP6 [-] 105. 98.8 95.7 6.31 0.264 0.895 0.875 0.455 0.564 0.821 0.942 0.669
MIROC-ES2L [-] 106. 95.1 95.6 9.12 0.0967 0.187 1.34 1.67 0.351 0.461 0.730 0.898 0.580
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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 [-] 11.9
BCC-CSM2-MR [-] 14.9 14.9 11.9 0.610 0.0556 0.308 1.00 0.402 0.632 0.481 0.963 0.812 0.674
BGCv2LND.GSW [-] 18.4 17.8 11.9 0.676 0.0434 0.550 0.949 0.248 0.556 0.590 0.984 0.812 0.706
BGCv2LNDATM [-] 14.8 14.2 11.9 0.546 0.0434 0.221 0.790 0.179 0.644 0.593 0.989 0.848 0.733
CanESM5 [-] 15.3 14.8 11.9 0.730 0.355 0.855 0.519 0.591 0.599 0.966 0.695 0.690
MeanCMIP6 [-] 12.7 12.1 11.9 0.575 0.0701 0.481 0.178 0.781 0.691 0.985 0.974 0.824
MIROC-ES2L [-] 17.1 16.3 11.9 1.01 0.00278 0.455 0.952 0.589 0.558 0.591 0.944 0.657 0.668
Download Data
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 [-] 17.0
BCC-CSM2-MR [-] 15.8 15.5 17.0 0.269 0.00747 -0.439 1.83 2.01 0.193 0.297 0.709 0.812 0.462
BGCv2LND.GSW [-] 24.7 24.0 17.0 0.666 2.32 2.51 2.03 0.0966 0.360 0.696 0.956 0.494
BGCv2LNDATM [-] 29.6 28.9 17.0 0.672 3.94 4.16 1.89 0.0338 0.292 0.711 0.720 0.410
CanESM5 [-] 18.9 17.6 17.0 0.422 0.407 1.90 2.40 0.164 0.398 0.626 0.909 0.499
MeanCMIP6 [-] 17.3 16.9 17.0 0.313 0.0940 1.43 2.25 0.237 0.453 0.651 0.976 0.554
MIROC-ES2L [-] 16.0 14.9 17.0 0.504 0.00411 -0.570 1.33 2.71 0.232 0.356 0.572 0.983 0.500
Download Data
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 [-] 22.1
BCC-CSM2-MR [-] 29.5 27.8 21.9 1.42 0.196 0.392 1.04 0.474 0.610 0.503 0.954 0.860 0.686
BGCv2LND.GSW [-] 30.2 28.8 22.1 1.44 0.0584 0.394 0.913 0.394 0.557 0.618 0.971 0.778 0.708
BGCv2LNDATM [-] 26.2 25.1 22.1 1.16 0.0584 0.177 0.855 0.309 0.606 0.595 0.977 0.825 0.720
CanESM5 [-] 30.9 29.8 22.1 2.56 0.630 1.10 0.667 0.506 0.567 0.943 0.641 0.645
MeanCMIP6 [-] 23.9 22.4 22.1 1.50 0.106 0.577 0.407 0.731 0.668 0.964 0.963 0.799
MIROC-ES2L [-] 31.7 29.5 22.1 3.23 0.0216 0.549 1.20 1.12 0.494 0.546 0.894 0.594 0.615

Temporally integrated period mean

BENCHMARK MEAN
Data not available
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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
Data not available
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BENCHMARK MAX MONTH
Data not available
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MODEL MAX MONTH
Data not available
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DIFFERENCE IN MAX MONTH
Data not available
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SEASONAL CYCLE SCORE
Data not available
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SPATIAL TAYLOR DIAGRAM
Data not available
MODEL COLORS
Data not available

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
BCC-CSM2-MR
Data not available
Data not available
BGCv2LND.GSW
Data not available
Data not available
BGCv2LNDATM
Data not available
Data not available
CanESM5
Data not available
Data not available
MeanCMIP6
Data not available
Data not available
MIROC-ES2L
Data not available
Data not available

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) ftp://ftp.bgc-jena.mpg.de/pub/outgoing/FluxCom/CarbonFluxes_v1_2017/RS+METEO/CRUNCEPv6/raw/monthly/ ftp://ftp.bgc-jena.mpg.de/pub/outgoing/FluxCom/EnergyFluxes/RS_METEO/member/CRUNCEP_v8/monthly/

  History:
2024-01-18: downloaded ['TER.ANN.CRUNCEPv6.monthly.1980.nc', 'TER.ANN.CRUNCEPv6.monthly.1981.nc', 'TER.ANN.CRUNCEPv6.monthly.1982.nc', 'TER.ANN.CRUNCEPv6.monthly.1983.nc', 'TER.ANN.CRUNCEPv6.monthly.1984.nc', 'TER.ANN.CRUNCEPv6.monthly.1985.nc', 'TER.ANN.CRUNCEPv6.monthly.1986.nc', 'TER.ANN.CRUNCEPv6.monthly.1987.nc', 'TER.ANN.CRUNCEPv6.monthly.1988.nc', 'TER.ANN.CRUNCEPv6.monthly.1989.nc', 'TER.ANN.CRUNCEPv6.monthly.1990.nc', 'TER.ANN.CRUNCEPv6.monthly.1991.nc', 'TER.ANN.CRUNCEPv6.monthly.1992.nc', 'TER.ANN.CRUNCEPv6.monthly.1993.nc', 'TER.ANN.CRUNCEPv6.monthly.1994.nc', 'TER.ANN.CRUNCEPv6.monthly.1995.nc', 'TER.ANN.CRUNCEPv6.monthly.1996.nc', 'TER.ANN.CRUNCEPv6.monthly.1997.nc', 'TER.ANN.CRUNCEPv6.monthly.1998.nc', 'TER.ANN.CRUNCEPv6.monthly.1999.nc', 'TER.ANN.CRUNCEPv6.monthly.2000.nc', 'TER.ANN.CRUNCEPv6.monthly.2001.nc', 'TER.ANN.CRUNCEPv6.monthly.2002.nc', 'TER.ANN.CRUNCEPv6.monthly.2003.nc', 'TER.ANN.CRUNCEPv6.monthly.2004.nc', 'TER.ANN.CRUNCEPv6.monthly.2005.nc', 'TER.ANN.CRUNCEPv6.monthly.2006.nc', 'TER.ANN.CRUNCEPv6.monthly.2007.nc', 'TER.ANN.CRUNCEPv6.monthly.2008.nc', 'TER.ANN.CRUNCEPv6.monthly.2009.nc', 'TER.ANN.CRUNCEPv6.monthly.2010.nc', 'TER.ANN.CRUNCEPv6.monthly.2011.nc', 'TER.ANN.CRUNCEPv6.monthly.2012.nc', 'TER.ANN.CRUNCEPv6.monthly.2013.nc']
2024-04-09: converted to netCDF, additionally we apply a mask where |var|<1e-15 for all time.

  References:
Jung, M., S. Koirala, U. Weber, K. Ichii, F. Gans, Gustau-Camps-Valls, D. Papale, C. Schwalm, G. Tramontana, and M. Reichstein (2019), The FLUXCOM ensemble of global land-atmosphere energy fluxes, Scientific Data, 74, doi:10.1038/s41597-019-0076-8

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

  Coordinates:
lat_bnds lon_bnds