Mean State

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Period Mean (original grids) [watt/m2]
Model Period Mean (intersection) [watt/m2]
Benchmark Period Mean (intersection) [watt/m2]
Model Period Mean (complement) [watt/m2]
Benchmark Period Mean (complement) [watt/m2]
Bias [watt/m2]
RMSE [watt/m2]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 26.3
v3.LR.historical_0101 [-] 12.4 14.3 26.3 10.1 -12.1 21.0 0.807 0.669 0.603 0.921 0.958 0.751
v3alt.LR.highECS001.historical [-] 13.9 15.2 26.3 12.2 -11.1 19.9 0.723 0.688 0.620 0.931 0.961 0.764
v3alt.LR.highECS003.historical [-] 13.1 14.5 26.3 11.3 -11.8 20.3 0.783 0.673 0.620 0.924 0.957 0.759
v3alt.LR.lowECS001.historical [-] 12.8 14.7 26.3 10.6 -11.7 20.9 0.750 0.680 0.598 0.925 0.961 0.752
v3alt.LR.lowECS002.historical [-] 12.5 13.8 26.3 10.9 -12.5 22.4 0.997 0.664 0.570 0.894 0.951 0.730
v3alt.LR.lowECS003.historical [-] 12.4 13.8 26.3 10.6 -12.5 22.2 0.909 0.664 0.577 0.908 0.953 0.736
Download Data
Period Mean (original grids) [watt/m2]
Model Period Mean (intersection) [watt/m2]
Benchmark Period Mean (intersection) [watt/m2]
Model Period Mean (complement) [watt/m2]
Benchmark Period Mean (complement) [watt/m2]
Bias [watt/m2]
RMSE [watt/m2]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 52.9
v3.LR.historical_0101 [-] 28.3 51.2 52.9 17.3 -1.66 21.2 1.16 0.497 0.539 0.851 0.934 0.672
v3alt.LR.highECS001.historical [-] 26.5 48.3 52.9 16.0 -4.53 22.0 1.18 0.463 0.538 0.846 0.936 0.664
v3alt.LR.highECS003.historical [-] 26.5 47.6 52.9 16.3 -5.32 19.0 0.953 0.499 0.589 0.886 0.867 0.686
v3alt.LR.lowECS001.historical [-] 24.7 44.6 52.9 15.3 -8.29 19.9 0.970 0.474 0.584 0.892 0.825 0.672
v3alt.LR.lowECS002.historical [-] 26.9 46.5 52.9 17.6 -6.33 17.6 1.03 0.533 0.589 0.882 0.806 0.680
v3alt.LR.lowECS003.historical [-] 25.3 44.2 52.9 16.4 -8.70 17.2 0.787 0.511 0.635 0.919 0.771 0.694
Download Data
Period Mean (original grids) [watt/m2]
Model Period Mean (intersection) [watt/m2]
Benchmark Period Mean (intersection) [watt/m2]
Model Period Mean (complement) [watt/m2]
Benchmark Period Mean (complement) [watt/m2]
Bias [watt/m2]
RMSE [watt/m2]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 39.9
v3.LR.historical_0101 [-] 32.2 35.1 39.9 26.6 -4.76 12.9 1.18 0.670 0.656 0.876 0.918 0.755
v3alt.LR.highECS001.historical [-] 30.0 32.9 39.9 24.5 -6.98 13.3 1.10 0.646 0.658 0.888 0.858 0.742
v3alt.LR.highECS003.historical [-] 31.4 34.6 39.9 25.1 -5.27 12.0 0.973 0.679 0.687 0.900 0.881 0.767
v3alt.LR.lowECS001.historical [-] 30.9 33.6 39.9 25.6 -6.29 12.9 1.05 0.661 0.670 0.897 0.861 0.752
v3alt.LR.lowECS002.historical [-] 33.7 35.7 39.9 30.0 -4.22 13.6 1.22 0.671 0.638 0.876 0.929 0.750
v3alt.LR.lowECS003.historical [-] 32.6 35.1 39.9 27.8 -4.83 13.2 1.14 0.674 0.649 0.886 0.910 0.754
Download Data
Period Mean (original grids) [watt/m2]
Model Period Mean (intersection) [watt/m2]
Benchmark Period Mean (intersection) [watt/m2]
Model Period Mean (complement) [watt/m2]
Benchmark Period Mean (complement) [watt/m2]
Bias [watt/m2]
RMSE [watt/m2]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 40.6
v3.LR.historical_0101 [-] 34.6 36.7 40.6 18.6 -3.94 16.0 1.08 0.623 0.567 0.880 0.929 0.713
v3alt.LR.highECS001.historical [-] 32.7 34.8 40.6 17.6 -5.77 16.1 1.08 0.607 0.572 0.879 0.952 0.716
v3alt.LR.highECS003.historical [-] 33.5 35.4 40.6 18.1 -5.24 15.6 1.04 0.626 0.578 0.885 0.948 0.723
v3alt.LR.lowECS001.historical [-] 32.5 34.4 40.6 17.5 -6.20 16.7 1.02 0.595 0.569 0.890 0.949 0.715
v3alt.LR.lowECS002.historical [-] 33.3 34.7 40.6 18.1 -5.92 16.3 1.06 0.608 0.576 0.891 0.945 0.720
v3alt.LR.lowECS003.historical [-] 33.1 34.6 40.6 17.8 -6.04 16.4 1.03 0.605 0.574 0.894 0.948 0.719
Download Data
Period Mean (original grids) [watt/m2]
Model Period Mean (intersection) [watt/m2]
Benchmark Period Mean (intersection) [watt/m2]
Model Period Mean (complement) [watt/m2]
Benchmark Period Mean (complement) [watt/m2]
Bias [watt/m2]
RMSE [watt/m2]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 37.5
v3.LR.historical_0101 [-] 33.8 33.2 37.5 35.9 -4.32 12.1 1.14 0.698 0.672 0.890 0.924 0.771
v3alt.LR.highECS001.historical [-] 31.6 31.1 37.5 33.2 -6.35 12.5 1.06 0.676 0.673 0.902 0.858 0.756
v3alt.LR.highECS003.historical [-] 33.1 32.9 37.5 33.9 -4.58 11.3 0.928 0.710 0.697 0.912 0.894 0.782
v3alt.LR.lowECS001.historical [-] 32.9 32.2 37.5 35.7 -5.32 12.1 1.01 0.696 0.677 0.907 0.896 0.771
v3alt.LR.lowECS002.historical [-] 35.5 33.8 37.5 42.0 -3.67 13.3 1.20 0.692 0.638 0.880 0.945 0.759
v3alt.LR.lowECS003.historical [-] 34.5 33.5 37.5 38.8 -4.02 12.9 1.14 0.701 0.643 0.889 0.938 0.763

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
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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
Data not available
MODEL COLORS
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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
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All Models

Benchmark
Data not available
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v3.LR.historical_0101
Data not available
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v3alt.LR.highECS001.historical
Data not available
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v3alt.LR.highECS003.historical
Data not available
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v3alt.LR.lowECS001.historical
Data not available
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v3alt.LR.lowECS002.historical
Data not available
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v3alt.LR.lowECS003.historical
Data not available
Data not available

Data Information

  Title:
FLUXCOM (RS+METEO) Global Land Energy Fluxes using GSWP3 climate data

  Version:
1

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

  Source:
Data generated by machine learning to merge energy flux measurements from FLUXNET eddy covariance towers with MODIS remote sensing and GSWP3v1 meteorological data (RS+METEO)

  History:
2019-05-07: downloaded source from doi:10.17871/FLUXCOM_EnergyFluxes_v1
2019-06-28: converted to netCDF with https://github.com/mmu2019/Datasets/blob/master/read-sh-fluxcom.py

  References:
Jung, M., S. Koirala, U. Weber, K. Ichii, F. Gans, G. Camps-Valls, D. Papale, C. Schwalm, G. Tramontana, M. Reichstein (2019), The FLUXCOM ensemble of global land-atmosphere energy fluxes, Scientific Data, submitted, 1-12, https://arxiv.org/abs/1812.04951

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 2014-12
original_temporal_resolution: monthly
original_spatial_resolution: 0.5 degree
original_units: MJ/m2/day
final_temporal_resolution: monthly
final_spatial_resolution: 0.5 degree
final_units: watt/m2

  Convention:
CF-1.7