Mean State

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 [-] 76.5
E3SMv3 default [-] 89.1 88.2 76.5 112. 11.7 20.0 1.79 0.547 0.547 0.745 0.974 0.672
E3SMv3 highECS [-] 90.2 89.3 76.5 113. 12.8 20.6 1.81 0.556 0.529 0.728 0.994 0.667
E3SMv3 lowECS [-] 83.0 82.3 76.5 102. 5.84 19.5 1.66 0.678 0.486 0.754 0.971 0.675
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 [-] 109.
E3SMv3 default [-] 117. 115. 109. 123. 5.73 11.1 1.55 0.505 0.545 0.786 0.997 0.676
E3SMv3 highECS [-] 113. 110. 109. 120. 1.35 10.2 1.68 0.509 0.558 0.760 0.996 0.676
E3SMv3 lowECS [-] 106. 102. 109. 115. -7.27 13.6 1.74 0.383 0.494 0.756 0.978 0.621
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 [-] 48.9
E3SMv3 default [-] 45.5 54.3 48.9 18.6 27.6 5.36 15.2 0.866 0.638 0.595 0.859 0.978 0.733
E3SMv3 highECS [-] 46.2 55.0 48.9 19.4 27.6 6.05 14.9 0.873 0.641 0.607 0.853 0.984 0.738
E3SMv3 lowECS [-] 44.1 52.2 48.9 19.0 27.6 3.30 14.7 0.885 0.672 0.582 0.849 0.988 0.735
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 [-] 25.2
E3SMv3 default [-] 25.1 27.1 25.2 13.6 25.5 1.89 8.97 0.423 0.897 0.769 0.971 0.974 0.876
E3SMv3 highECS [-] 27.0 29.0 25.2 15.5 25.5 3.77 8.98 0.432 0.865 0.785 0.971 0.981 0.878
E3SMv3 lowECS [-] 23.9 25.8 25.2 12.8 25.5 0.603 8.75 0.396 0.910 0.768 0.973 0.987 0.881
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 [-] 99.9
E3SMv3 default [-] 107. 107. 99.9 97.4 7.06 19.1 1.79 0.399 0.378 0.725 0.983 0.573
E3SMv3 highECS [-] 105. 106. 99.9 98.5 5.70 17.6 1.88 0.436 0.385 0.700 0.986 0.579
E3SMv3 lowECS [-] 96.2 96.4 99.9 89.9 -3.47 18.8 2.02 0.456 0.307 0.682 0.991 0.549
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 [-] 31.8
E3SMv3 default [-] 35.1 34.7 31.8 38.5 39.6 2.88 10.8 0.486 0.831 0.736 0.963 0.967 0.847
E3SMv3 highECS [-] 36.7 36.2 31.8 40.3 39.6 4.38 11.0 0.486 0.807 0.746 0.964 0.970 0.847
E3SMv3 lowECS [-] 33.9 33.4 31.8 37.4 39.6 1.59 10.3 0.450 0.851 0.738 0.966 0.978 0.854

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
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
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E3SMv3 default
Data not available
Data not available
E3SMv3 highECS
Data not available
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E3SMv3 lowECS
Data not available
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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-le-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