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 [-] 2.76
v3.LR.historical_0101 [-] 6.53 5.81 2.76 0.716 0.899 1.52 0.328 0.582 0.583 0.988 0.860 0.719
v3alt.LR.highECS001.historical [-] 7.66 6.79 2.76 0.872 1.19 1.91 0.203 0.514 0.524 0.993 0.821 0.675
v3alt.LR.highECS003.historical [-] 7.14 6.33 2.76 0.811 1.05 1.72 0.309 0.551 0.561 0.991 0.835 0.700
v3alt.LR.lowECS001.historical [-] 6.54 5.84 2.76 0.701 0.907 1.53 0.312 0.579 0.578 0.981 0.872 0.717
v3alt.LR.lowECS002.historical [-] 3.89 3.54 2.76 0.349 0.231 0.848 0.546 0.722 0.661 0.986 0.912 0.788
v3alt.LR.lowECS003.historical [-] 4.50 4.06 2.76 0.441 0.383 0.935 0.466 0.703 0.660 0.987 0.920 0.786
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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 [-] 3.47
v3.LR.historical_0101 [-] 5.00 3.87 3.47 1.39 0.392 2.46 1.44 0.348 0.443 0.783 0.823 0.568
v3alt.LR.highECS001.historical [-] 5.45 4.25 3.47 1.48 0.761 2.70 1.46 0.318 0.421 0.763 0.847 0.554
v3alt.LR.highECS003.historical [-] 5.30 4.17 3.47 1.39 0.686 2.38 1.40 0.356 0.458 0.790 0.860 0.585
v3alt.LR.lowECS001.historical [-] 6.15 4.82 3.47 1.60 1.33 2.42 0.963 0.414 0.440 0.901 0.896 0.618
v3alt.LR.lowECS002.historical [-] 5.83 4.56 3.47 1.52 1.07 2.31 1.08 0.384 0.477 0.897 0.902 0.627
v3alt.LR.lowECS003.historical [-] 5.87 4.64 3.47 1.50 1.14 2.39 1.06 0.380 0.490 0.903 0.890 0.630
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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 [-] 7.40
v3.LR.historical_0101 [-] 11.8 10.8 7.40 1.04 0.925 1.57 0.687 0.611 0.630 0.956 0.953 0.756
v3alt.LR.highECS001.historical [-] 13.2 12.1 7.40 1.11 1.28 1.88 0.668 0.560 0.611 0.958 0.942 0.737
v3alt.LR.highECS003.historical [-] 11.8 10.7 7.40 1.04 0.906 1.47 0.654 0.618 0.658 0.958 0.948 0.768
v3alt.LR.lowECS001.historical [-] 12.2 11.1 7.40 1.07 1.01 1.69 0.611 0.600 0.616 0.960 0.946 0.748
v3alt.LR.lowECS002.historical [-] 10.9 9.89 7.40 0.973 0.680 1.57 0.670 0.635 0.594 0.956 0.951 0.746
v3alt.LR.lowECS003.historical [-] 11.1 10.1 7.40 0.984 0.729 1.52 0.699 0.639 0.621 0.953 0.949 0.757
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 [-] 114.
v3.LR.historical_0101 [-] 162. 141. 114. 20.9 0.00397 0.630 1.61 0.892 0.436 0.506 0.849 0.926 0.645
v3alt.LR.highECS001.historical [-] 174. 153. 114. 21.8 0.00397 0.899 1.73 0.897 0.422 0.507 0.855 0.927 0.644
v3alt.LR.highECS003.historical [-] 165. 144. 114. 21.5 0.00397 0.693 1.64 0.881 0.435 0.511 0.848 0.928 0.647
v3alt.LR.lowECS001.historical [-] 164. 143. 114. 21.2 0.00397 0.681 1.58 0.935 0.464 0.488 0.838 0.948 0.645
v3alt.LR.lowECS002.historical [-] 157. 137. 114. 20.4 0.00397 0.530 1.49 1.02 0.449 0.522 0.829 0.920 0.648
v3alt.LR.lowECS003.historical [-] 154. 134. 114. 20.1 0.00397 0.471 1.45 1.01 0.476 0.509 0.838 0.942 0.655
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 [-] 6.59
v3.LR.historical_0101 [-] 10.0 9.29 6.59 0.472 0.848 1.53 0.608 0.633 0.642 0.963 0.955 0.767
v3alt.LR.highECS001.historical [-] 11.2 10.4 6.59 0.501 1.20 1.83 0.600 0.585 0.623 0.964 0.946 0.748
v3alt.LR.highECS003.historical [-] 9.88 9.14 6.59 0.478 0.801 1.40 0.577 0.645 0.669 0.966 0.953 0.781
v3alt.LR.lowECS001.historical [-] 10.1 9.34 6.59 0.460 0.862 1.60 0.560 0.632 0.625 0.966 0.956 0.761
v3alt.LR.lowECS002.historical [-] 8.96 8.29 6.59 0.417 0.533 1.51 0.620 0.666 0.601 0.961 0.960 0.758
v3alt.LR.lowECS003.historical [-] 9.09 8.39 6.59 0.439 0.566 1.42 0.636 0.671 0.629 0.960 0.960 0.770

Temporally integrated period mean

BENCHMARK MEAN
Data not available
Data not available
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
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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

Relationships

Download Data
Evapotranspiration|GLEAMv3.3a Hellinger Distance [1]
Precipitation|GPCPv2.3 Hellinger Distance [1]
SurfaceDownwardSWRadiation|CERESed4.1 Hellinger Distance [1]
SurfaceNetSWRadiation|CERESed4.1 Hellinger Distance [1]
SurfaceAirTemperature|CRU4.02 Hellinger Distance [1]
Evapotranspiration|GLEAMv3.3a Score [1]
Precipitation|GPCPv2.3 Score [1]
SurfaceDownwardSWRadiation|CERESed4.1 Score [1]
SurfaceNetSWRadiation|CERESed4.1 Score [1]
SurfaceAirTemperature|CRU4.02 Score [1]
Overall Score [1]
v3.LR.historical_0101 [-] 0.360 0.642 0.378 0.369 0.536 0.458 0.626 0.261 0.363 0.605 0.463
v3alt.LR.highECS001.historical [-] 0.387 0.573 0.377 0.375 0.514 0.504 0.581 0.244 0.319 0.580 0.446
v3alt.LR.highECS003.historical [-] 0.394 0.600 0.372 0.371 0.535 0.527 0.629 0.256 0.333 0.607 0.470
v3alt.LR.lowECS001.historical [-] 0.327 0.631 0.400 0.381 0.525 0.427 0.637 0.278 0.354 0.550 0.449
v3alt.LR.lowECS002.historical [-] 0.415 0.790 0.455 0.478 0.456 0.531 0.624 0.535 0.631 0.564 0.577
v3alt.LR.lowECS003.historical [-] 0.378 0.761 0.430 0.435 0.476 0.465 0.669 0.473 0.545 0.536 0.538
Download Data
Evapotranspiration|GLEAMv3.3a Hellinger Distance [1]
Precipitation|GPCPv2.3 Hellinger Distance [1]
SurfaceDownwardSWRadiation|CERESed4.1 Hellinger Distance [1]
SurfaceNetSWRadiation|CERESed4.1 Hellinger Distance [1]
SurfaceAirTemperature|CRU4.02 Hellinger Distance [1]
Evapotranspiration|GLEAMv3.3a Score [1]
Precipitation|GPCPv2.3 Score [1]
SurfaceDownwardSWRadiation|CERESed4.1 Score [1]
SurfaceNetSWRadiation|CERESed4.1 Score [1]
SurfaceAirTemperature|CRU4.02 Score [1]
Overall Score [1]
v3.LR.historical_0101 [-] 0.743 0.671 0.683 0.732 0.641 0.731 0.818 0.641 0.631 0.576 0.679
v3alt.LR.highECS001.historical [-] 0.734 0.676 0.706 0.711 0.659 0.742 0.869 0.620 0.577 0.524 0.666
v3alt.LR.highECS003.historical [-] 0.731 0.683 0.666 0.691 0.639 0.727 0.855 0.648 0.651 0.555 0.687
v3alt.LR.lowECS001.historical [-] 0.742 0.688 0.647 0.690 0.677 0.771 0.848 0.717 0.583 0.522 0.688
v3alt.LR.lowECS002.historical [-] 0.738 0.706 0.645 0.686 0.698 0.756 0.889 0.613 0.619 0.523 0.680
v3alt.LR.lowECS003.historical [-] 0.733 0.764 0.677 0.702 0.662 0.750 0.871 0.691 0.642 0.524 0.696
Download Data
Evapotranspiration|GLEAMv3.3a Hellinger Distance [1]
Precipitation|GPCPv2.3 Hellinger Distance [1]
SurfaceDownwardSWRadiation|CERESed4.1 Hellinger Distance [1]
SurfaceNetSWRadiation|CERESed4.1 Hellinger Distance [1]
SurfaceAirTemperature|CRU4.02 Hellinger Distance [1]
Evapotranspiration|GLEAMv3.3a Score [1]
Precipitation|GPCPv2.3 Score [1]
SurfaceDownwardSWRadiation|CERESed4.1 Score [1]
SurfaceNetSWRadiation|CERESed4.1 Score [1]
SurfaceAirTemperature|CRU4.02 Score [1]
Overall Score [1]
v3.LR.historical_0101 [-] 0.683 0.584 0.644 0.651 0.662 0.820 0.785 0.588 0.540 0.647 0.676
v3alt.LR.highECS001.historical [-] 0.654 0.566 0.625 0.632 0.630 0.771 0.755 0.526 0.450 0.557 0.612
v3alt.LR.highECS003.historical [-] 0.678 0.608 0.674 0.660 0.660 0.787 0.782 0.619 0.539 0.631 0.671
v3alt.LR.lowECS001.historical [-] 0.669 0.561 0.651 0.652 0.645 0.818 0.799 0.598 0.545 0.596 0.671
v3alt.LR.lowECS002.historical [-] 0.631 0.571 0.680 0.643 0.644 0.867 0.765 0.634 0.575 0.630 0.694
v3alt.LR.lowECS003.historical [-] 0.656 0.589 0.681 0.662 0.665 0.833 0.802 0.637 0.584 0.634 0.698
Download Data
Evapotranspiration|GLEAMv3.3a Hellinger Distance [1]
Precipitation|GPCPv2.3 Hellinger Distance [1]
SurfaceDownwardSWRadiation|CERESed4.1 Hellinger Distance [1]
SurfaceNetSWRadiation|CERESed4.1 Hellinger Distance [1]
SurfaceAirTemperature|CRU4.02 Hellinger Distance [1]
Evapotranspiration|GLEAMv3.3a Score [1]
Precipitation|GPCPv2.3 Score [1]
SurfaceDownwardSWRadiation|CERESed4.1 Score [1]
SurfaceNetSWRadiation|CERESed4.1 Score [1]
SurfaceAirTemperature|CRU4.02 Score [1]
Overall Score [1]
v3.LR.historical_0101 [-] 0.508 0.638 0.527 0.576 0.698 0.856 0.812 0.656 0.659 0.802 0.757
v3alt.LR.highECS001.historical [-] 0.514 0.643 0.537 0.595 0.696 0.864 0.835 0.667 0.706 0.767 0.768
v3alt.LR.highECS003.historical [-] 0.507 0.639 0.537 0.593 0.710 0.820 0.859 0.692 0.748 0.820 0.788
v3alt.LR.lowECS001.historical [-] 0.505 0.643 0.530 0.593 0.699 0.796 0.888 0.650 0.734 0.790 0.772
v3alt.LR.lowECS002.historical [-] 0.539 0.639 0.570 0.633 0.668 0.756 0.843 0.685 0.841 0.759 0.777
v3alt.LR.lowECS003.historical [-] 0.535 0.644 0.564 0.619 0.694 0.783 0.907 0.716 0.816 0.807 0.806
Download Data
Evapotranspiration|GLEAMv3.3a Hellinger Distance [1]
Precipitation|GPCPv2.3 Hellinger Distance [1]
SurfaceDownwardSWRadiation|CERESed4.1 Hellinger Distance [1]
SurfaceNetSWRadiation|CERESed4.1 Hellinger Distance [1]
SurfaceAirTemperature|CRU4.02 Hellinger Distance [1]
Evapotranspiration|GLEAMv3.3a Score [1]
Precipitation|GPCPv2.3 Score [1]
SurfaceDownwardSWRadiation|CERESed4.1 Score [1]
SurfaceNetSWRadiation|CERESed4.1 Score [1]
SurfaceAirTemperature|CRU4.02 Score [1]
Overall Score [1]
v3.LR.historical_0101 [-] 0.667 0.557 0.647 0.668 0.654 0.826 0.774 0.596 0.561 0.669 0.686
v3alt.LR.highECS001.historical [-] 0.640 0.556 0.620 0.644 0.620 0.833 0.758 0.552 0.475 0.586 0.641
v3alt.LR.highECS003.historical [-] 0.664 0.582 0.677 0.672 0.658 0.828 0.771 0.659 0.582 0.676 0.703
v3alt.LR.lowECS001.historical [-] 0.654 0.549 0.647 0.665 0.636 0.781 0.809 0.659 0.608 0.655 0.702
v3alt.LR.lowECS002.historical [-] 0.606 0.558 0.674 0.657 0.630 0.797 0.741 0.674 0.642 0.595 0.690
v3alt.LR.lowECS003.historical [-] 0.647 0.567 0.677 0.679 0.650 0.787 0.788 0.688 0.666 0.662 0.718

Evapotranspiration/GLEAMv3.3a

Data not available
Data not available
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Precipitation/GPCPv2.3

Data not available
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SurfaceDownwardSWRadiation/CERESed4.1

Data not available
Data not available
Data not available

SurfaceNetSWRadiation/CERESed4.1

Data not available
Data not available
Data not available

SurfaceAirTemperature/CRU4.02

Data not available
Data not available
Data not available

All Models

Benchmark
Data not available
Data not available
v3.LR.historical_0101
Data not available
Data not available
v3alt.LR.highECS001.historical
Data not available
Data not available
v3alt.LR.highECS003.historical
Data not available
Data not available
v3alt.LR.lowECS001.historical
Data not available
Data not available
v3alt.LR.lowECS002.historical
Data not available
Data not available
v3alt.LR.lowECS003.historical
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 ['GPP.ANN.CRUNCEPv6.monthly.1980.nc', 'GPP.ANN.CRUNCEPv6.monthly.1981.nc', 'GPP.ANN.CRUNCEPv6.monthly.1982.nc', 'GPP.ANN.CRUNCEPv6.monthly.1983.nc', 'GPP.ANN.CRUNCEPv6.monthly.1984.nc', 'GPP.ANN.CRUNCEPv6.monthly.1985.nc', 'GPP.ANN.CRUNCEPv6.monthly.1986.nc', 'GPP.ANN.CRUNCEPv6.monthly.1987.nc', 'GPP.ANN.CRUNCEPv6.monthly.1988.nc', 'GPP.ANN.CRUNCEPv6.monthly.1989.nc', 'GPP.ANN.CRUNCEPv6.monthly.1990.nc', 'GPP.ANN.CRUNCEPv6.monthly.1991.nc', 'GPP.ANN.CRUNCEPv6.monthly.1992.nc', 'GPP.ANN.CRUNCEPv6.monthly.1993.nc', 'GPP.ANN.CRUNCEPv6.monthly.1994.nc', 'GPP.ANN.CRUNCEPv6.monthly.1995.nc', 'GPP.ANN.CRUNCEPv6.monthly.1996.nc', 'GPP.ANN.CRUNCEPv6.monthly.1997.nc', 'GPP.ANN.CRUNCEPv6.monthly.1998.nc', 'GPP.ANN.CRUNCEPv6.monthly.1999.nc', 'GPP.ANN.CRUNCEPv6.monthly.2000.nc', 'GPP.ANN.CRUNCEPv6.monthly.2001.nc', 'GPP.ANN.CRUNCEPv6.monthly.2002.nc', 'GPP.ANN.CRUNCEPv6.monthly.2003.nc', 'GPP.ANN.CRUNCEPv6.monthly.2004.nc', 'GPP.ANN.CRUNCEPv6.monthly.2005.nc', 'GPP.ANN.CRUNCEPv6.monthly.2006.nc', 'GPP.ANN.CRUNCEPv6.monthly.2007.nc', 'GPP.ANN.CRUNCEPv6.monthly.2008.nc', 'GPP.ANN.CRUNCEPv6.monthly.2009.nc', 'GPP.ANN.CRUNCEPv6.monthly.2010.nc', 'GPP.ANN.CRUNCEPv6.monthly.2011.nc', 'GPP.ANN.CRUNCEPv6.monthly.2012.nc', 'GPP.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