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 [-] 79.5
CLM5_GSWP3V1 [-] 72.4 73.0 79.5 64.4 60.4 -7.01 16.4 1.30 0.568 0.650 0.819 0.967 0.731
Control [-] 67.9 68.1 79.5 67.0 60.4 -11.6 20.0 1.88 0.441 0.643 0.707 0.943 0.675
Randomized [-] 72.2 72.5 79.5 69.7 60.4 -7.24 18.0 1.97 0.516 0.636 0.683 0.946 0.683
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 [-] 58.8
CLM5_GSWP3V1 [-] 46.7 46.3 58.8 28.3 76.3 -12.5 24.2 1.50 0.367 0.372 0.766 0.991 0.573
Control [-] 36.9 36.5 58.8 23.6 76.3 -22.4 32.6 1.35 0.161 0.248 0.796 0.964 0.483
Randomized [-] 39.8 39.4 58.8 24.4 76.3 -19.5 30.5 1.42 0.227 0.260 0.787 0.962 0.499
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 [-] 58.2
CLM5_GSWP3V1 [-] 50.6 50.3 58.2 55.5 64.4 -7.67 22.6 1.30 0.497 0.404 0.828 0.961 0.619
Control [-] 42.1 41.2 58.2 57.9 64.4 -16.5 26.9 1.16 0.257 0.378 0.849 0.955 0.563
Randomized [-] 44.2 43.3 58.2 59.4 64.4 -14.5 25.7 1.20 0.300 0.391 0.853 0.941 0.575
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 [-] 19.1
CLM5_GSWP3V1 [-] 14.7 14.9 19.1 11.2 20.5 -4.34 12.5 0.774 0.496 0.236 0.948 0.833 0.550
Control [-] 8.10 8.46 19.1 2.21 20.5 -10.9 20.0 0.874 0.148 0.0521 0.936 0.574 0.352
Randomized [-] 9.18 9.58 19.1 2.73 20.5 -9.82 19.0 0.856 0.217 0.0638 0.940 0.540 0.365
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.
CLM5_GSWP3V1 [-] 99.4 98.8 109. 102. 114. -9.09 15.6 1.83 0.474 0.825 0.714 0.976 0.763
Control [-] 86.6 84.2 109. 98.1 114. -21.6 25.1 2.17 0.318 0.799 0.662 0.498 0.615
Randomized [-] 89.2 86.6 109. 101. 114. -18.9 23.4 2.06 0.370 0.799 0.679 0.484 0.626
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 [-] 29.2
CLM5_GSWP3V1 [-] 25.3 25.3 29.2 25.0 36.2 -3.87 9.85 0.422 0.605 0.510 0.972 0.974 0.714
Control [-] 17.7 17.6 29.2 18.1 36.2 -11.5 16.5 0.476 0.181 0.364 0.968 0.915 0.558
Randomized [-] 18.2 18.1 29.2 18.5 36.2 -11.0 16.2 0.485 0.206 0.366 0.968 0.902 0.561
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 [-] 35.9
CLM5_GSWP3V1 [-] 27.7 29.1 35.9 17.2 61.1 -6.33 13.2 0.494 0.508 0.565 0.959 0.985 0.716
Control [-] 26.7 27.5 35.9 20.2 61.1 -8.02 15.4 0.584 0.438 0.516 0.951 0.974 0.679
Randomized [-] 28.0 28.8 35.9 21.2 61.1 -6.69 15.4 0.543 0.476 0.493 0.955 0.975 0.678
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 [-] 66.8
CLM5_GSWP3V1 [-] 58.4 58.8 66.7 51.4 97.5 -6.09 20.8 1.92 0.579 0.459 0.696 0.993 0.638
Control [-] 57.1 57.4 66.7 53.8 97.5 -7.02 20.7 1.47 0.536 0.494 0.782 0.974 0.656
Randomized [-] 58.3 58.6 66.7 55.0 97.5 -5.81 20.3 1.50 0.556 0.493 0.778 0.974 0.659
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 [-] 18.2
CLM5_GSWP3V1 [-] 16.3 16.8 18.2 10.1 16.7 -1.58 11.8 0.492 0.682 0.248 0.967 0.948 0.619
Control [-] 3.59 4.04 18.2 -1.64 16.7 -14.3 23.8 0.739 0.0168 0.0224 0.940 0.837 0.368
Randomized [-] 3.81 4.27 18.2 -1.55 16.7 -14.0 23.4 0.722 0.0229 0.0249 0.942 0.829 0.369
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 [-] 34.7
CLM5_GSWP3V1 [-] 33.5 32.2 34.5 59.7 64.0 -0.925 10.5 0.857 0.725 0.662 0.901 0.943 0.779
Control [-] 30.5 29.3 34.5 55.3 64.0 -3.96 11.5 0.834 0.689 0.636 0.906 0.987 0.771
Randomized [-] 30.2 28.9 34.5 55.9 64.0 -4.27 11.8 0.847 0.670 0.636 0.902 0.981 0.765
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 [-] 40.2
CLM5_GSWP3V1 [-] 34.0 34.1 40.2 33.3 44.2 -6.03 11.7 0.329 0.560 0.611 0.978 0.995 0.751
Control [-] 26.7 26.3 40.2 31.7 44.2 -13.2 18.0 0.502 0.237 0.515 0.966 0.929 0.632
Randomized [-] 27.7 27.4 40.2 32.5 44.2 -12.2 17.4 0.417 0.282 0.514 0.971 0.916 0.639
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
CLM5_GSWP3V1 [-] 34.7 42.7 48.9 8.38 67.6 -5.62 15.0 0.894 0.555 0.536 0.889 0.990 0.701
Control [-] 29.9 36.4 48.9 8.39 67.6 -11.8 19.6 0.978 0.345 0.470 0.879 0.978 0.628
Randomized [-] 31.2 37.9 48.9 8.71 67.6 -10.3 18.9 0.957 0.384 0.467 0.883 0.978 0.636
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 [-] 29.2
CLM5_GSWP3V1 [-] 8.81 18.9 29.2 4.42 27.0 -10.2 17.6 1.05 0.403 0.518 0.859 0.946 0.649
Control [-] 7.90 18.0 29.2 3.50 27.0 -11.0 18.3 0.985 0.377 0.513 0.877 0.940 0.644
Randomized [-] 8.30 18.7 29.2 3.77 27.0 -10.3 18.3 0.948 0.397 0.498 0.883 0.937 0.642
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 [-] 18.6
CLM5_GSWP3V1 [-] 15.8 17.1 18.6 8.43 19.0 -1.81 11.6 0.385 0.558 0.331 0.974 0.979 0.635
Control [-] 7.59 8.59 18.6 2.07 19.0 -10.2 17.5 0.544 0.192 0.185 0.959 0.919 0.488
Randomized [-] 7.69 8.71 18.6 2.15 19.0 -10.1 17.4 0.561 0.202 0.188 0.956 0.917 0.490
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 [-] 68.1
CLM5_GSWP3V1 [-] 58.2 57.7 67.9 64.1 85.0 -7.50 16.9 0.908 0.526 0.601 0.885 0.989 0.721
Control [-] 52.1 51.0 67.9 60.8 85.0 -14.0 21.7 0.959 0.373 0.569 0.882 0.985 0.676
Randomized [-] 54.6 53.6 67.9 63.0 85.0 -11.4 20.3 1.00 0.425 0.576 0.878 0.985 0.688
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 [-] 58.8
CLM5_GSWP3V1 [-] 53.3 53.3 58.8 55.4 68.9 -4.79 11.9 0.413 0.608 0.607 0.970 0.990 0.757
Control [-] 44.4 44.3 58.8 49.2 68.9 -13.7 18.3 0.389 0.188 0.558 0.973 0.980 0.652
Randomized [-] 45.3 45.2 58.8 49.8 68.9 -12.8 18.0 0.351 0.221 0.537 0.976 0.972 0.649
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 [-] 32.9
CLM5_GSWP3V1 [-] 31.2 31.2 32.9 34.7 35.8 -1.66 9.17 0.184 0.735 0.595 0.988 0.992 0.781
Control [-] 21.3 21.1 32.9 26.7 35.8 -11.8 16.7 0.159 0.286 0.454 0.989 0.885 0.614
Randomized [-] 21.4 21.2 32.9 26.7 35.8 -11.7 17.1 0.145 0.296 0.430 0.989 0.885 0.606
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 [-] 34.5
CLM5_GSWP3V1 [-] 26.8 27.2 34.5 36.3 56.9 -7.17 12.2 0.612 0.529 0.640 0.941 0.980 0.746
Control [-] 24.5 24.8 34.5 28.1 56.9 -9.59 15.0 0.682 0.416 0.586 0.934 0.968 0.698
Randomized [-] 26.1 26.4 34.5 28.6 56.9 -7.95 15.1 0.638 0.468 0.552 0.942 0.977 0.698
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
CLM5_GSWP3V1 [-] 94.7 94.8 99.9 86.0 91.6 -5.17 15.0 1.43 0.598 0.749 0.795 0.849 0.748
Control [-] 85.7 85.6 99.9 92.1 91.6 -14.0 21.2 2.39 0.414 0.711 0.630 0.944 0.682
Randomized [-] 89.5 89.4 99.9 95.3 91.6 -10.3 18.5 1.98 0.511 0.719 0.704 0.956 0.722
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 [-] 70.4
CLM5_GSWP3V1 [-] 67.0 66.7 70.4 75.4 63.8 -3.53 18.4 1.19 0.618 0.531 0.866 0.943 0.698
Control [-] 57.8 57.4 70.4 72.3 63.8 -12.7 22.5 0.870 0.445 0.516 0.908 0.911 0.659
Randomized [-] 61.4 61.0 70.4 74.1 63.8 -9.11 20.7 1.01 0.515 0.525 0.892 0.894 0.670
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 [-] 34.8
CLM5_GSWP3V1 [-] 28.3 30.1 34.7 12.4 37.9 -4.83 14.1 0.730 0.451 0.614 0.920 0.899 0.700
Control [-] 24.2 25.4 34.7 12.5 37.9 -9.86 18.2 1.16 0.356 0.548 0.860 0.921 0.647
Randomized [-] 25.4 26.5 34.7 13.1 37.9 -8.79 18.0 1.24 0.369 0.536 0.848 0.914 0.641

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
Data not available
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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
Data not available

All Models

Benchmark
Data not available
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CLM5_GSWP3V1
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Control
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Randomized
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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