Download Data |
Period Mean (original grids) [Watt/m2] |
Model Period Mean (intersection) [Watt/m2] |
Model Period Mean (complement) [Watt/m2] |
Benchmark Period Mean (intersection) [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 | [-] | 57.8 | ||||||||||||||
CLM4 | [-] | 59.3 | 59.6 | 53.3 | 58.3 | 14.0 | 1.10 | 17.3 | 0.693 | 0.70 | 0.56 | 0.95 | 0.86 | 0.72 | ||
CLM4.5 | [-] | 59.2 | 59.4 | 55.6 | 58.3 | 14.0 | 1.04 | 17.9 | 0.695 | 0.69 | 0.55 | 0.95 | 0.80 | 0.71 | ||
CLM5 | [-] | 60.8 | 61.0 | 58.0 | 58.3 | 14.0 | 2.51 | 15.4 | 0.540 | 0.71 | 0.62 | 0.96 | 0.85 | 0.75 |
Download Data |
Period Mean (original grids) [Watt/m2] |
Model Period Mean (intersection) [Watt/m2] |
Model Period Mean (complement) [Watt/m2] |
Benchmark Period Mean (intersection) [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 | [-] | 22.3 | ||||||||||||||
CLM4 | [-] | 20.4 | 20.6 | 10.2 | 22.4 | 5.29 | -1.88 | 16.4 | 0.400 | 0.82 | 0.59 | 0.97 | 0.90 | 0.77 | ||
CLM4.5 | [-] | 16.5 | 16.6 | 10.3 | 22.4 | 5.29 | -5.81 | 16.4 | 0.608 | 0.76 | 0.59 | 0.94 | 0.97 | 0.77 | ||
CLM5 | [-] | 14.8 | 15.0 | 8.18 | 22.4 | 5.29 | -7.46 | 17.8 | 0.543 | 0.72 | 0.58 | 0.95 | 0.93 | 0.75 |
Download Data |
Period Mean (original grids) [Watt/m2] |
Model Period Mean (intersection) [Watt/m2] |
Model Period Mean (complement) [Watt/m2] |
Benchmark Period Mean (intersection) [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 | [-] | 20.5 | ||||||||||||||
CLM4 | [-] | 18.9 | 20.0 | 0.969 | 20.7 | 5.53 | -1.48 | 17.4 | 0.544 | 0.80 | 0.60 | 0.97 | 0.87 | 0.77 | ||
CLM4.5 | [-] | 15.2 | 16.1 | 1.23 | 20.7 | 5.53 | -5.28 | 16.8 | 0.679 | 0.78 | 0.60 | 0.95 | 0.95 | 0.77 | ||
CLM5 | [-] | 13.8 | 14.6 | -0.502 | 20.7 | 5.53 | -6.66 | 19.2 | 0.843 | 0.74 | 0.56 | 0.92 | 0.93 | 0.74 |
Download Data |
Period Mean (original grids) [Watt/m2] |
Model Period Mean (intersection) [Watt/m2] |
Model Period Mean (complement) [Watt/m2] |
Benchmark Period Mean (intersection) [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 | [-] | 47.8 | ||||||||||||||
CLM4 | [-] | 45.4 | 45.0 | 49.3 | 48.2 | 17.4 | -3.42 | 21.9 | 0.529 | 0.52 | 0.48 | 0.95 | 0.92 | 0.67 | ||
CLM4.5 | [-] | 45.3 | 44.7 | 50.3 | 48.2 | 17.4 | -3.70 | 22.6 | 0.506 | 0.50 | 0.47 | 0.95 | 0.93 | 0.66 | ||
CLM5 | [-] | 49.1 | 48.6 | 53.5 | 48.2 | 17.4 | 0.132 | 19.7 | 0.612 | 0.53 | 0.53 | 0.94 | 0.90 | 0.69 |
Download Data |
Period Mean (original grids) [Watt/m2] |
Model Period Mean (intersection) [Watt/m2] |
Model Period Mean (complement) [Watt/m2] |
Benchmark Period Mean (intersection) [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 | [-] | 29.3 | ||||||||||||||
CLM4 | [-] | 35.9 | 35.8 | 39.9 | 29.4 | 23.2 | 6.41 | 19.6 | 0.713 | 0.69 | 0.55 | 0.94 | 0.90 | 0.73 | ||
CLM4.5 | [-] | 34.2 | 34.0 | 39.8 | 29.4 | 23.2 | 4.65 | 19.7 | 0.665 | 0.69 | 0.55 | 0.94 | 0.89 | 0.72 | ||
CLM5 | [-] | 36.1 | 36.0 | 40.8 | 29.4 | 23.2 | 6.59 | 20.4 | 0.735 | 0.69 | 0.54 | 0.93 | 0.92 | 0.73 |
Download Data |
Period Mean (original grids) [Watt/m2] |
Model Period Mean (intersection) [Watt/m2] |
Model Period Mean (complement) [Watt/m2] |
Benchmark Period Mean (intersection) [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 | [-] | 21.3 | ||||||||||||||
CLM4 | [-] | 4.20 | 1.19 | 19.3 | 22.4 | 9.98 | -16.6 | 27.3 | 1.54 | 0.086 | 0.12 | 0.77 | 0.38 | 0.29 | ||
CLM4.5 | [-] | 25.0 | 23.3 | 33.5 | 22.4 | 9.98 | 3.55 | 17.4 | 1.32 | 0.27 | 0.16 | 0.81 | 0.79 | 0.44 | ||
CLM5 | [-] | 33.1 | 31.9 | 39.0 | 22.4 | 9.98 | 11.6 | 17.3 | 1.32 | 0.29 | 0.20 | 0.80 | 0.87 | 0.47 |
Download Data |
Period Mean (original grids) [Watt/m2] |
Model Period Mean (intersection) [Watt/m2] |
Model Period Mean (complement) [Watt/m2] |
Benchmark Period Mean (intersection) [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 | [-] | 20.9 | ||||||||||||||
CLM4 | [-] | 22.7 | 21.7 | 34.6 | 21.2 | 7.17 | 1.68 | 16.4 | 0.890 | 0.74 | 0.58 | 0.91 | 0.87 | 0.74 | ||
CLM4.5 | [-] | 22.1 | 21.0 | 34.6 | 21.2 | 7.17 | 1.12 | 16.4 | 0.811 | 0.73 | 0.60 | 0.92 | 0.81 | 0.73 | ||
CLM5 | [-] | 21.3 | 20.1 | 34.9 | 21.2 | 7.17 | 0.338 | 16.7 | 0.812 | 0.71 | 0.59 | 0.92 | 0.80 | 0.73 |
Download Data |
Period Mean (original grids) [Watt/m2] |
Model Period Mean (intersection) [Watt/m2] |
Model Period Mean (complement) [Watt/m2] |
Benchmark Period Mean (intersection) [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 | [-] | 34.3 | ||||||||||||||
CLM4 | [-] | 28.7 | 33.7 | 8.31 | 34.6 | 11.5 | -1.01 | 21.1 | 0.849 | 0.56 | 0.45 | 0.92 | 0.93 | 0.66 | ||
CLM4.5 | [-] | 30.0 | 35.1 | 9.33 | 34.6 | 11.5 | 0.459 | 19.4 | 0.815 | 0.59 | 0.46 | 0.92 | 0.94 | 0.68 | ||
CLM5 | [-] | 31.0 | 36.8 | 6.87 | 34.6 | 11.5 | 2.16 | 19.1 | 0.881 | 0.60 | 0.49 | 0.91 | 0.92 | 0.68 |
Download Data |
Period Mean (original grids) [Watt/m2] |
Model Period Mean (intersection) [Watt/m2] |
Model Period Mean (complement) [Watt/m2] |
Benchmark Period Mean (intersection) [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 | [-] | 23.6 | ||||||||||||||
CLM4 | [-] | 43.8 | 43.7 | 43.5 | 23.7 | 16.0 | 21.0 | 33.6 | 0.849 | 0.56 | 0.55 | 0.97 | 0.71 | 0.67 | ||
CLM4.5 | [-] | 44.0 | 44.1 | 43.4 | 23.7 | 16.0 | 21.5 | 33.8 | 0.850 | 0.56 | 0.55 | 0.97 | 0.73 | 0.67 | ||
CLM5 | [-] | 44.0 | 44.7 | 42.9 | 23.7 | 16.0 | 22.2 | 33.9 | 0.964 | 0.56 | 0.53 | 0.96 | 0.73 | 0.66 |
Download Data |
Period Mean (original grids) [Watt/m2] |
Model Period Mean (intersection) [Watt/m2] |
Model Period Mean (complement) [Watt/m2] |
Benchmark Period Mean (intersection) [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 | [-] | 50.1 | ||||||||||||||
CLM4 | [-] | 43.7 | 44.8 | 39.9 | 50.2 | 16.4 | -5.28 | 25.0 | 0.799 | 0.37 | 0.33 | 0.92 | 0.92 | 0.58 | ||
CLM4.5 | [-] | 46.9 | 48.3 | 40.1 | 50.2 | 16.4 | -1.77 | 22.2 | 0.826 | 0.44 | 0.36 | 0.92 | 0.84 | 0.58 | ||
CLM5 | [-] | 48.9 | 50.6 | 39.8 | 50.2 | 16.4 | 0.502 | 21.1 | 1.11 | 0.46 | 0.39 | 0.89 | 0.84 | 0.60 |
Download Data |
Period Mean (original grids) [Watt/m2] |
Model Period Mean (intersection) [Watt/m2] |
Model Period Mean (complement) [Watt/m2] |
Benchmark Period Mean (intersection) [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] |
|||
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Benchmark | [-] | 31.4 | ||||||||||||||
CLM4 | [-] | 16.4 | 16.8 | 38.3 | 31.5 | 13.2 | -13.1 | 26.3 | 1.57 | 0.22 | 0.21 | 0.79 | 0.43 | 0.37 | ||
CLM4.5 | [-] | 31.3 | 31.5 | 44.5 | 31.5 | 13.2 | 1.08 | 16.6 | 1.37 | 0.48 | 0.27 | 0.82 | 0.74 | 0.52 | ||
CLM5 | [-] | 34.7 | 34.8 | 45.8 | 31.5 | 13.2 | 4.35 | 15.2 | 1.76 | 0.47 | 0.33 | 0.73 | 0.75 | 0.52 |
Download Data |
Period Mean (original grids) [Watt/m2] |
Model Period Mean (intersection) [Watt/m2] |
Model Period Mean (complement) [Watt/m2] |
Benchmark Period Mean (intersection) [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] |
|||
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Benchmark | [-] | 40.1 | ||||||||||||||
CLM4 | [-] | 31.2 | 31.0 | 35.3 | 40.6 | 9.09 | -9.53 | 20.9 | 1.11 | 0.42 | 0.40 | 0.87 | 0.96 | 0.61 | ||
CLM4.5 | [-] | 34.9 | 34.7 | 40.0 | 40.6 | 9.09 | -5.66 | 18.8 | 1.04 | 0.49 | 0.43 | 0.88 | 0.96 | 0.64 | ||
CLM5 | [-] | 36.1 | 35.9 | 41.1 | 40.6 | 9.09 | -4.37 | 18.0 | 0.874 | 0.49 | 0.45 | 0.91 | 0.96 | 0.65 |
Download Data |
Period Mean (original grids) [Watt/m2] |
Model Period Mean (intersection) [Watt/m2] |
Model Period Mean (complement) [Watt/m2] |
Benchmark Period Mean (intersection) [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] |
|||
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Benchmark | [-] | 51.4 | ||||||||||||||
CLM4 | [-] | 47.2 | 46.3 | 60.0 | 51.5 | 19.7 | -4.73 | 20.9 | 0.735 | 0.51 | 0.40 | 0.93 | 0.88 | 0.62 | ||
CLM4.5 | [-] | 49.9 | 49.3 | 60.4 | 51.5 | 19.7 | -1.79 | 17.2 | 0.690 | 0.55 | 0.44 | 0.93 | 0.97 | 0.67 | ||
CLM5 | [-] | 53.5 | 53.0 | 64.0 | 51.5 | 19.7 | 1.84 | 16.7 | 0.930 | 0.57 | 0.47 | 0.89 | 0.95 | 0.67 |
Download Data |
Period Mean (original grids) [Watt/m2] |
Model Period Mean (intersection) [Watt/m2] |
Model Period Mean (complement) [Watt/m2] |
Benchmark Period Mean (intersection) [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] |
|||
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Benchmark | [-] | 36.6 | ||||||||||||||
CLM4 | [-] | 31.6 | 30.8 | 49.0 | 36.7 | 7.02 | -5.66 | 24.4 | 1.24 | 0.41 | 0.30 | 0.87 | 0.63 | 0.50 | ||
CLM4.5 | [-] | 39.5 | 39.0 | 50.8 | 36.7 | 7.02 | 2.34 | 19.1 | 0.937 | 0.54 | 0.33 | 0.91 | 0.83 | 0.59 | ||
CLM5 | [-] | 41.6 | 41.2 | 51.7 | 36.7 | 7.02 | 4.47 | 17.0 | 0.973 | 0.52 | 0.40 | 0.90 | 0.81 | 0.60 |
Download Data |
Period Mean (original grids) [Watt/m2] |
Model Period Mean (intersection) [Watt/m2] |
Model Period Mean (complement) [Watt/m2] |
Benchmark Period Mean (intersection) [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] |
|||
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Benchmark | [-] | 38.0 | ||||||||||||||
CLM4 | [-] | 33.6 | 33.7 | 29.3 | 38.3 | 10.3 | -4.54 | 17.0 | 0.730 | 0.66 | 0.58 | 0.93 | 0.94 | 0.74 | ||
CLM4.5 | [-] | 32.2 | 32.2 | 34.3 | 38.3 | 10.3 | -5.96 | 17.2 | 0.727 | 0.66 | 0.58 | 0.93 | 0.92 | 0.73 | ||
CLM5 | [-] | 37.0 | 37.0 | 37.3 | 38.3 | 10.3 | -1.15 | 15.9 | 0.767 | 0.73 | 0.59 | 0.93 | 0.91 | 0.75 |
_NCProperties: version=1|netcdflibversion=4.4.1|hdf5libversion=1.8.17
creation_date: Tue Jul 28 15:54:11 PDT 2015
Conventions: Please contact Prof. James Randerson (Email: jranders@uci.edu) or Dr. Mingquan Mu (mmu@uci.edu) for any question
source_file: This product is generated from monthly Global Biosphere Amtospher Flux (GBAF) observations
title: derived GBAF in 0.5x0.5
Approach: I read this variable from data file, and then save the data in NetCDF format by each month and each year. Meanwhile, I also converted the unit from MJoule*m-2*d-1 to Watt/m2.
Temporal resolution: monthly
General information: This product was derived from Monthly estimates of global biosphere-atmosphere fluxes from Biogeochemistry group at Max Planck Institute in Jena, Germany.
Spatial resolution: 0.5x0.5 degree
Derived data code: http://redwood.ess.uci.edu/mingquan/www/ILAMB/Download/CODES/CODES/subroutines/convert/convert-sh-GBAF.ncl