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 | ||||||||||||||
CRUNCEPv7 | [-] | 68.2 | 68.5 | 62.4 | 58.3 | 14.0 | 10.1 | 17.8 | 0.510 | 0.68 | 0.59 | 0.96 | 0.94 | 0.75 | ||
GSWP3v1 | [-] | 62.5 | 62.6 | 60.3 | 58.3 | 14.0 | 4.19 | 14.7 | 0.426 | 0.73 | 0.65 | 0.97 | 0.87 | 0.77 | ||
WFDEI | [-] | 70.5 | 71.0 | 59.0 | 58.3 | 14.0 | 12.3 | 19.0 | 0.562 | 0.63 | 0.59 | 0.96 | 0.96 | 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 | [-] | 22.3 | ||||||||||||||
CRUNCEPv7 | [-] | 3.48 | 3.62 | -3.23 | 22.4 | 5.29 | -18.9 | 26.0 | 1.10 | 0.49 | 0.52 | 0.88 | 0.72 | 0.63 | ||
GSWP3v1 | [-] | 15.6 | 15.8 | 8.05 | 22.4 | 5.29 | -6.65 | 18.3 | 0.658 | 0.75 | 0.56 | 0.93 | 0.88 | 0.74 | ||
WFDEI | [-] | -2.72 | -2.58 | -9.97 | 22.4 | 5.29 | -25.0 | 29.7 | 1.05 | 0.39 | 0.56 | 0.90 | 0.43 | 0.57 |
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 | ||||||||||||||
CRUNCEPv7 | [-] | 5.01 | 6.03 | -11.4 | 20.7 | 5.53 | -15.3 | 24.4 | 0.953 | 0.58 | 0.53 | 0.91 | 0.70 | 0.65 | ||
GSWP3v1 | [-] | 14.4 | 15.3 | -0.420 | 20.7 | 5.53 | -6.04 | 20.4 | 0.862 | 0.75 | 0.52 | 0.93 | 0.92 | 0.73 | ||
WFDEI | [-] | -1.35 | -0.426 | -16.4 | 20.7 | 5.53 | -21.8 | 28.2 | 0.989 | 0.48 | 0.54 | 0.91 | 0.47 | 0.59 |
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 | ||||||||||||||
CRUNCEPv7 | [-] | 55.0 | 54.3 | 61.7 | 48.2 | 17.4 | 6.30 | 23.6 | 0.456 | 0.51 | 0.49 | 0.97 | 0.76 | 0.64 | ||
GSWP3v1 | [-] | 49.6 | 49.1 | 53.8 | 48.2 | 17.4 | 0.644 | 21.1 | 0.476 | 0.53 | 0.51 | 0.95 | 0.96 | 0.69 | ||
WFDEI | [-] | 63.0 | 63.0 | 64.1 | 48.2 | 17.4 | 13.6 | 22.2 | 0.407 | 0.53 | 0.49 | 0.96 | 0.96 | 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 | ||||||||||||||
CRUNCEPv7 | [-] | 38.1 | 37.9 | 44.2 | 29.4 | 23.2 | 8.45 | 22.5 | 0.796 | 0.67 | 0.53 | 0.92 | 0.93 | 0.71 | ||
GSWP3v1 | [-] | 37.5 | 37.4 | 41.7 | 29.4 | 23.2 | 8.01 | 19.7 | 0.610 | 0.70 | 0.57 | 0.95 | 0.92 | 0.74 | ||
WFDEI | [-] | 36.9 | 36.6 | 45.4 | 29.4 | 23.2 | 7.04 | 23.2 | 0.734 | 0.63 | 0.55 | 0.94 | 0.84 | 0.70 |
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 | ||||||||||||||
CRUNCEPv7 | [-] | 29.5 | 27.6 | 38.7 | 22.4 | 9.98 | 8.49 | 21.1 | 1.75 | 0.17 | 0.17 | 0.74 | 0.50 | 0.35 | ||
GSWP3v1 | [-] | 27.7 | 26.4 | 34.9 | 22.4 | 9.98 | 6.43 | 15.7 | 1.29 | 0.27 | 0.24 | 0.81 | 0.80 | 0.47 | ||
WFDEI | [-] | 38.3 | 37.7 | 41.8 | 22.4 | 9.98 | 16.5 | 19.2 | 1.27 | 0.17 | 0.21 | 0.82 | 0.95 | 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 | ||||||||||||||
CRUNCEPv7 | [-] | 26.2 | 25.3 | 36.3 | 21.2 | 7.17 | 5.19 | 22.3 | 0.585 | 0.66 | 0.49 | 0.93 | 0.65 | 0.65 | ||
GSWP3v1 | [-] | 22.2 | 21.0 | 36.5 | 21.2 | 7.17 | 1.34 | 16.3 | 0.731 | 0.70 | 0.62 | 0.93 | 0.78 | 0.73 | ||
WFDEI | [-] | 16.9 | 15.6 | 30.0 | 21.2 | 7.17 | -4.12 | 20.7 | 0.546 | 0.61 | 0.57 | 0.95 | 0.56 | 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] |
|||
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
Benchmark | [-] | 34.3 | ||||||||||||||
CRUNCEPv7 | [-] | 33.4 | 38.7 | 11.4 | 34.6 | 11.5 | 4.09 | 22.9 | 0.917 | 0.55 | 0.46 | 0.91 | 0.78 | 0.63 | ||
GSWP3v1 | [-] | 31.1 | 36.9 | 6.93 | 34.6 | 11.5 | 2.33 | 19.5 | 0.795 | 0.59 | 0.50 | 0.92 | 0.92 | 0.68 | ||
WFDEI | [-] | 32.2 | 38.0 | 8.37 | 34.6 | 11.5 | 3.20 | 22.7 | 0.854 | 0.55 | 0.48 | 0.92 | 0.70 | 0.63 |
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 | ||||||||||||||
CRUNCEPv7 | [-] | 55.6 | 56.6 | 54.2 | 23.7 | 16.0 | 33.9 | 40.7 | 0.901 | 0.55 | 0.55 | 0.97 | 0.73 | 0.67 | ||
GSWP3v1 | [-] | 44.9 | 46.2 | 43.1 | 23.7 | 16.0 | 23.7 | 33.5 | 0.890 | 0.57 | 0.58 | 0.97 | 0.74 | 0.69 | ||
WFDEI | [-] | 53.6 | 54.3 | 52.7 | 23.7 | 16.0 | 31.4 | 38.4 | 0.935 | 0.57 | 0.57 | 0.96 | 0.69 | 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] |
|||
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
Benchmark | [-] | 50.1 | ||||||||||||||
CRUNCEPv7 | [-] | 57.9 | 59.5 | 50.4 | 50.2 | 16.4 | 9.52 | 24.3 | 1.13 | 0.48 | 0.34 | 0.88 | 0.95 | 0.60 | ||
GSWP3v1 | [-] | 48.1 | 49.8 | 39.7 | 50.2 | 16.4 | -0.295 | 21.8 | 0.907 | 0.43 | 0.39 | 0.92 | 0.90 | 0.61 | ||
WFDEI | [-] | 60.0 | 61.7 | 50.2 | 50.2 | 16.4 | 11.7 | 20.9 | 1.07 | 0.58 | 0.39 | 0.89 | 0.94 | 0.64 |
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 | [-] | 31.4 | ||||||||||||||
CRUNCEPv7 | [-] | 36.7 | 36.6 | 52.0 | 31.5 | 13.2 | 6.17 | 19.4 | 1.16 | 0.43 | 0.26 | 0.85 | 0.58 | 0.48 | ||
GSWP3v1 | [-] | 31.5 | 31.7 | 43.1 | 31.5 | 13.2 | 1.36 | 16.0 | 1.39 | 0.44 | 0.33 | 0.80 | 0.65 | 0.51 | ||
WFDEI | [-] | 40.0 | 39.9 | 49.1 | 31.5 | 13.2 | 9.14 | 15.4 | 1.52 | 0.43 | 0.35 | 0.77 | 0.87 | 0.55 |
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 | [-] | 40.1 | ||||||||||||||
CRUNCEPv7 | [-] | 50.3 | 50.2 | 54.8 | 40.6 | 9.09 | 9.50 | 20.7 | 0.663 | 0.51 | 0.41 | 0.93 | 0.88 | 0.63 | ||
GSWP3v1 | [-] | 36.3 | 36.1 | 41.2 | 40.6 | 9.09 | -4.30 | 17.4 | 0.562 | 0.49 | 0.49 | 0.95 | 0.96 | 0.68 | ||
WFDEI | [-] | 46.0 | 45.8 | 49.6 | 40.6 | 9.09 | 5.32 | 16.6 | 0.601 | 0.62 | 0.44 | 0.94 | 0.98 | 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 | [-] | 51.4 | ||||||||||||||
CRUNCEPv7 | [-] | 57.4 | 56.7 | 70.5 | 51.5 | 19.7 | 5.62 | 20.3 | 0.633 | 0.50 | 0.42 | 0.94 | 0.86 | 0.63 | ||
GSWP3v1 | [-] | 51.9 | 51.2 | 64.5 | 51.5 | 19.7 | 0.186 | 18.3 | 0.602 | 0.53 | 0.46 | 0.94 | 0.89 | 0.66 | ||
WFDEI | [-] | 61.3 | 61.0 | 66.3 | 51.5 | 19.7 | 9.79 | 18.0 | 0.601 | 0.54 | 0.46 | 0.94 | 0.92 | 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 | [-] | 36.6 | ||||||||||||||
CRUNCEPv7 | [-] | 45.8 | 45.4 | 53.4 | 36.7 | 7.02 | 8.83 | 18.7 | 1.06 | 0.45 | 0.37 | 0.88 | 0.88 | 0.59 | ||
GSWP3v1 | [-] | 40.8 | 40.2 | 53.9 | 36.7 | 7.02 | 3.54 | 18.8 | 1.02 | 0.47 | 0.39 | 0.89 | 0.72 | 0.57 | ||
WFDEI | [-] | 48.1 | 47.8 | 53.8 | 36.7 | 7.02 | 10.9 | 19.1 | 0.749 | 0.47 | 0.38 | 0.92 | 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] |
|||
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
Benchmark | [-] | 38.0 | ||||||||||||||
CRUNCEPv7 | [-] | 35.4 | 35.4 | 35.3 | 38.3 | 10.3 | -2.69 | 17.7 | 1.09 | 0.67 | 0.58 | 0.88 | 0.92 | 0.73 | ||
GSWP3v1 | [-] | 38.9 | 38.9 | 38.0 | 38.3 | 10.3 | 0.733 | 15.8 | 0.803 | 0.73 | 0.59 | 0.92 | 0.93 | 0.75 | ||
WFDEI | [-] | 38.0 | 38.0 | 35.2 | 38.3 | 10.3 | -0.00180 | 18.1 | 1.09 | 0.73 | 0.55 | 0.89 | 0.97 | 0.74 |
_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