Download Data |
Period Mean (original grids) [Pg yr-1] |
Model Period Mean (intersection) [Pg yr-1] |
Model Period Mean (complement) [Pg yr-1] |
Benchmark Period Mean (intersection) [Pg yr-1] |
Benchmark Period Mean (complement) [Pg yr-1] |
Bias [g m-2 d-1] |
RMSE [g m-2 d-1] |
Phase Shift [months] |
Bias Score [1] |
RMSE Score [1] |
Seasonal Cycle Score [1] |
Spatial Distribution Score [1] |
Overall Score [1] |
|||
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
Benchmark | [-] | 2.91 | ||||||||||||||
CLM4.0 | [-] | 2.84 | 2.57 | 0.258 | 2.89 | 0.0279 | -0.0126 | 0.536 | 1.24 | 0.50 | 0.40 | 0.84 | 0.82 | 0.59 | ||
CLM4.5 | [-] | 2.97 | 2.62 | 0.330 | 2.89 | 0.0279 | 0.0471 | 0.619 | 0.978 | 0.47 | 0.40 | 0.90 | 0.80 | 0.59 | ||
CLM5.0 | [-] | 4.21 | 3.77 | 0.420 | 2.89 | 0.0279 | 0.516 | 1.05 | 1.55 | 0.38 | 0.20 | 0.82 | 0.59 | 0.44 |
Download Data |
Period Mean (original grids) [Pg yr-1] |
Model Period Mean (intersection) [Pg yr-1] |
Model Period Mean (complement) [Pg yr-1] |
Benchmark Period Mean (intersection) [Pg yr-1] |
Benchmark Period Mean (complement) [Pg yr-1] |
Bias [g m-2 d-1] |
RMSE [g m-2 d-1] |
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 | [-] | 4.07 | ||||||||||||||
CLM4.0 | [-] | 4.56 | 4.53 | 0.0391 | 4.22 | 0.00307 | 0.0811 | 1.44 | 0.212 | 0.78 | 0.55 | 0.99 | 0.94 | 0.76 | ||
CLM4.5 | [-] | 6.70 | 6.62 | 0.0655 | 4.22 | 0.00307 | 0.581 | 1.27 | 0.226 | 0.76 | 0.65 | 0.98 | 0.93 | 0.79 | ||
CLM5.0 | [-] | 7.99 | 7.86 | 0.0948 | 4.22 | 0.00307 | 0.881 | 1.61 | 0.358 | 0.69 | 0.62 | 0.97 | 0.91 | 0.76 |
Download Data |
Period Mean (original grids) [Pg yr-1] |
Model Period Mean (intersection) [Pg yr-1] |
Model Period Mean (complement) [Pg yr-1] |
Benchmark Period Mean (intersection) [Pg yr-1] |
Benchmark Period Mean (complement) [Pg yr-1] |
Bias [g m-2 d-1] |
RMSE [g m-2 d-1] |
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 | [-] | 3.00 | ||||||||||||||
CLM4.0 | [-] | 3.85 | 3.82 | 0.0445 | 2.99 | 0.0228 | 0.255 | 0.865 | 0.491 | 0.55 | 0.57 | 0.98 | 0.65 | 0.67 | ||
CLM4.5 | [-] | 5.38 | 5.32 | 0.0816 | 2.99 | 0.0228 | 0.681 | 1.09 | 0.576 | 0.46 | 0.51 | 0.97 | 0.62 | 0.61 | ||
CLM5.0 | [-] | 6.32 | 6.23 | 0.112 | 2.99 | 0.0228 | 0.940 | 1.58 | 0.483 | 0.38 | 0.35 | 0.97 | 0.55 | 0.52 |
Download Data |
Period Mean (original grids) [Pg yr-1] |
Model Period Mean (intersection) [Pg yr-1] |
Model Period Mean (complement) [Pg yr-1] |
Benchmark Period Mean (intersection) [Pg yr-1] |
Benchmark Period Mean (complement) [Pg yr-1] |
Bias [g m-2 d-1] |
RMSE [g m-2 d-1] |
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 | [-] | 2.79 | ||||||||||||||
CLM4.0 | [-] | 2.29 | 2.01 | 0.240 | 2.69 | 0.0178 | -0.231 | 1.51 | 1.22 | 0.26 | 0.34 | 0.84 | 0.90 | 0.54 | ||
CLM4.5 | [-] | 2.67 | 2.30 | 0.343 | 2.69 | 0.0178 | 0.216 | 1.54 | 0.952 | 0.29 | 0.31 | 0.88 | 0.85 | 0.53 | ||
CLM5.0 | [-] | 2.80 | 2.42 | 0.362 | 2.69 | 0.0178 | 0.355 | 1.42 | 1.36 | 0.38 | 0.33 | 0.80 | 0.90 | 0.55 |
Download Data |
Period Mean (original grids) [Pg yr-1] |
Model Period Mean (intersection) [Pg yr-1] |
Model Period Mean (complement) [Pg yr-1] |
Benchmark Period Mean (intersection) [Pg yr-1] |
Benchmark Period Mean (complement) [Pg yr-1] |
Bias [g m-2 d-1] |
RMSE [g m-2 d-1] |
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 | [-] | 7.39 | ||||||||||||||
CLM4.0 | [-] | 9.75 | 9.41 | 0.313 | 7.34 | 0.0412 | 0.343 | 0.889 | 0.865 | 0.52 | 0.54 | 0.95 | 0.64 | 0.64 | ||
CLM4.5 | [-] | 8.83 | 8.51 | 0.281 | 7.34 | 0.0412 | 0.219 | 0.757 | 0.872 | 0.58 | 0.57 | 0.95 | 0.75 | 0.68 | ||
CLM5.0 | [-] | 9.31 | 9.02 | 0.252 | 7.34 | 0.0412 | 0.278 | 0.840 | 0.893 | 0.64 | 0.52 | 0.93 | 0.91 | 0.70 |
Download Data |
Period Mean (original grids) [Pg yr-1] |
Model Period Mean (intersection) [Pg yr-1] |
Model Period Mean (complement) [Pg yr-1] |
Benchmark Period Mean (intersection) [Pg yr-1] |
Benchmark Period Mean (complement) [Pg yr-1] |
Bias [g m-2 d-1] |
RMSE [g m-2 d-1] |
Phase Shift [months] |
Bias Score [1] |
RMSE Score [1] |
Seasonal Cycle Score [1] |
Spatial Distribution Score [1] |
Overall Score [1] |
|||
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
Benchmark | [-] | 5.98 | ||||||||||||||
CLM4.0 | [-] | 10.7 | 9.12 | 1.43 | 5.77 | 0.201 | 5.67 | 5.89 | 1.94 | 0.0085 | 0.10 | 0.70 | 0.96 | 0.37 | ||
CLM4.5 | [-] | 8.28 | 6.87 | 1.28 | 5.77 | 0.201 | 3.34 | 3.60 | 2.37 | 0.048 | 0.18 | 0.61 | 0.85 | 0.37 | ||
CLM5.0 | [-] | 6.10 | 4.95 | 1.04 | 5.77 | 0.201 | 0.995 | 2.07 | 2.33 | 0.16 | 0.26 | 0.64 | 0.39 | 0.34 |
Download Data |
Period Mean (original grids) [Pg yr-1] |
Model Period Mean (intersection) [Pg yr-1] |
Model Period Mean (complement) [Pg yr-1] |
Benchmark Period Mean (intersection) [Pg yr-1] |
Benchmark Period Mean (complement) [Pg yr-1] |
Bias [g m-2 d-1] |
RMSE [g m-2 d-1] |
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 | [-] | 5.07 | ||||||||||||||
CLM4.0 | [-] | 4.15 | 3.93 | 0.185 | 5.03 | 0.0381 | -0.244 | 1.29 | 1.08 | 0.59 | 0.46 | 0.86 | 0.93 | 0.66 | ||
CLM4.5 | [-] | 5.29 | 4.99 | 0.240 | 5.03 | 0.0381 | 0.282 | 1.03 | 0.765 | 0.69 | 0.54 | 0.93 | 0.96 | 0.73 | ||
CLM5.0 | [-] | 5.33 | 4.99 | 0.257 | 5.03 | 0.0381 | 0.313 | 1.26 | 0.415 | 0.63 | 0.53 | 0.97 | 0.93 | 0.72 |
Download Data |
Period Mean (original grids) [Pg yr-1] |
Model Period Mean (intersection) [Pg yr-1] |
Model Period Mean (complement) [Pg yr-1] |
Benchmark Period Mean (intersection) [Pg yr-1] |
Benchmark Period Mean (complement) [Pg yr-1] |
Bias [g m-2 d-1] |
RMSE [g m-2 d-1] |
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 | [-] | 94.3 | ||||||||||||||
CLM4.0 | [-] | 123. | 119. | 4.84 | 93.6 | 0.649 | 0.723 | 1.53 | 1.14 | 0.31 | 0.34 | 0.79 | 0.75 | 0.51 | ||
CLM4.5 | [-] | 105. | 99.9 | 5.20 | 93.6 | 0.649 | 0.334 | 1.23 | 1.01 | 0.35 | 0.39 | 0.83 | 0.90 | 0.57 | ||
CLM5.0 | [-] | 108. | 103. | 5.17 | 93.6 | 0.649 | 0.389 | 1.30 | 1.15 | 0.39 | 0.37 | 0.80 | 0.94 | 0.58 |
Download Data |
Period Mean (original grids) [Pg yr-1] |
Model Period Mean (intersection) [Pg yr-1] |
Model Period Mean (complement) [Pg yr-1] |
Benchmark Period Mean (intersection) [Pg yr-1] |
Benchmark Period Mean (complement) [Pg yr-1] |
Bias [g m-2 d-1] |
RMSE [g m-2 d-1] |
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 | [-] | 1.09 | ||||||||||||||
CLM4.0 | [-] | 1.12 | 1.04 | 0.0686 | 1.07 | 0.0169 | 0.0531 | 0.327 | 2.58 | 0.39 | 0.33 | 0.58 | 0.90 | 0.51 | ||
CLM4.5 | [-] | 1.15 | 1.06 | 0.0871 | 1.07 | 0.0169 | 0.0844 | 0.347 | 2.26 | 0.43 | 0.33 | 0.77 | 0.91 | 0.55 | ||
CLM5.0 | [-] | 1.49 | 1.37 | 0.105 | 1.07 | 0.0169 | 0.229 | 0.548 | 1.78 | 0.40 | 0.18 | 0.92 | 0.90 | 0.51 |
Download Data |
Period Mean (original grids) [Pg yr-1] |
Model Period Mean (intersection) [Pg yr-1] |
Model Period Mean (complement) [Pg yr-1] |
Benchmark Period Mean (intersection) [Pg yr-1] |
Benchmark Period Mean (complement) [Pg yr-1] |
Bias [g m-2 d-1] |
RMSE [g m-2 d-1] |
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 | [-] | 8.70 | ||||||||||||||
CLM4.0 | [-] | 12.7 | 11.9 | 0.206 | 8.70 | 0.00739 | 0.852 | 1.50 | 1.66 | 0.36 | 0.33 | 0.67 | 0.67 | 0.47 | ||
CLM4.5 | [-] | 8.16 | 7.48 | 0.258 | 8.70 | 0.00739 | -0.240 | 1.24 | 1.30 | 0.29 | 0.39 | 0.75 | 0.85 | 0.53 | ||
CLM5.0 | [-] | 9.60 | 9.00 | 0.246 | 8.70 | 0.00739 | 0.135 | 1.25 | 1.50 | 0.46 | 0.33 | 0.69 | 0.96 | 0.55 |
Download Data |
Period Mean (original grids) [Pg yr-1] |
Model Period Mean (intersection) [Pg yr-1] |
Model Period Mean (complement) [Pg yr-1] |
Benchmark Period Mean (intersection) [Pg yr-1] |
Benchmark Period Mean (complement) [Pg yr-1] |
Bias [g m-2 d-1] |
RMSE [g m-2 d-1] |
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 | [-] | 6.02 | ||||||||||||||
CLM4.0 | [-] | 9.58 | 8.73 | 0.171 | 6.01 | 0.0130 | 2.96 | 3.73 | 1.84 | 0.061 | 0.14 | 0.73 | 0.60 | 0.33 | ||
CLM4.5 | [-] | 7.50 | 6.77 | 0.190 | 6.01 | 0.0130 | 1.22 | 2.50 | 2.11 | 0.11 | 0.17 | 0.67 | 0.71 | 0.37 | ||
CLM5.0 | [-] | 7.11 | 6.52 | 0.169 | 6.01 | 0.0130 | 0.891 | 1.89 | 1.81 | 0.19 | 0.25 | 0.75 | 0.97 | 0.48 |
Download Data |
Period Mean (original grids) [Pg yr-1] |
Model Period Mean (intersection) [Pg yr-1] |
Model Period Mean (complement) [Pg yr-1] |
Benchmark Period Mean (intersection) [Pg yr-1] |
Benchmark Period Mean (complement) [Pg yr-1] |
Bias [g m-2 d-1] |
RMSE [g m-2 d-1] |
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 | [-] | 8.94 | ||||||||||||||
CLM4.0 | [-] | 13.7 | 13.2 | 0.479 | 8.75 | 0.0571 | 1.84 | 2.31 | 1.17 | 0.24 | 0.38 | 0.83 | 0.75 | 0.51 | ||
CLM4.5 | [-] | 10.6 | 10.1 | 0.550 | 8.75 | 0.0571 | 0.765 | 1.68 | 0.858 | 0.32 | 0.45 | 0.88 | 0.82 | 0.58 | ||
CLM5.0 | [-] | 8.32 | 7.81 | 0.531 | 8.75 | 0.0571 | -0.0432 | 1.42 | 2.01 | 0.43 | 0.43 | 0.68 | 0.93 | 0.58 |
Download Data |
Period Mean (original grids) [Pg yr-1] |
Model Period Mean (intersection) [Pg yr-1] |
Model Period Mean (complement) [Pg yr-1] |
Benchmark Period Mean (intersection) [Pg yr-1] |
Benchmark Period Mean (complement) [Pg yr-1] |
Bias [g m-2 d-1] |
RMSE [g m-2 d-1] |
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 | [-] | 9.11 | ||||||||||||||
CLM4.0 | [-] | 9.11 | 9.48 | 0.163 | 9.09 | 0.0201 | 0.143 | 1.50 | 1.15 | 0.32 | 0.37 | 0.82 | 0.65 | 0.51 | ||
CLM4.5 | [-] | 6.60 | 6.79 | 0.208 | 9.09 | 0.0201 | -0.606 | 1.46 | 0.897 | 0.23 | 0.43 | 0.85 | 0.85 | 0.56 | ||
CLM5.0 | [-] | 7.78 | 7.84 | 0.272 | 9.09 | 0.0201 | -0.285 | 1.47 | 1.35 | 0.38 | 0.32 | 0.80 | 0.90 | 0.54 |
Download Data |
Period Mean (original grids) [Pg yr-1] |
Model Period Mean (intersection) [Pg yr-1] |
Model Period Mean (complement) [Pg yr-1] |
Benchmark Period Mean (intersection) [Pg yr-1] |
Benchmark Period Mean (complement) [Pg yr-1] |
Bias [g m-2 d-1] |
RMSE [g m-2 d-1] |
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 | [-] | 21.8 | ||||||||||||||
CLM4.0 | [-] | 28.6 | 28.9 | 0.336 | 21.8 | 0.0180 | 1.39 | 2.33 | 1.83 | 0.14 | 0.23 | 0.68 | 0.76 | 0.41 | ||
CLM4.5 | [-] | 21.4 | 21.5 | 0.395 | 21.8 | 0.0180 | 0.0456 | 1.45 | 1.44 | 0.30 | 0.27 | 0.77 | 0.94 | 0.51 | ||
CLM5.0 | [-] | 22.9 | 22.8 | 0.437 | 21.8 | 0.0180 | 0.311 | 1.47 | 1.48 | 0.25 | 0.30 | 0.79 | 0.97 | 0.52 |
Download Data |
Period Mean (original grids) [Pg yr-1] |
Model Period Mean (intersection) [Pg yr-1] |
Model Period Mean (complement) [Pg yr-1] |
Benchmark Period Mean (intersection) [Pg yr-1] |
Benchmark Period Mean (complement) [Pg yr-1] |
Bias [g m-2 d-1] |
RMSE [g m-2 d-1] |
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 | [-] | 5.72 | ||||||||||||||
CLM4.0 | [-] | 8.51 | 8.37 | 0.122 | 5.79 | 0.00490 | 0.858 | 1.32 | 0.654 | 0.45 | 0.53 | 0.95 | 0.63 | 0.62 | ||
CLM4.5 | [-] | 7.42 | 7.28 | 0.111 | 5.79 | 0.00490 | 0.522 | 1.04 | 0.679 | 0.54 | 0.56 | 0.95 | 0.77 | 0.68 | ||
CLM5.0 | [-] | 6.52 | 6.40 | 0.0916 | 5.79 | 0.00490 | 0.244 | 0.992 | 0.652 | 0.60 | 0.56 | 0.95 | 0.93 | 0.72 |
_NCProperties: version=1|netcdflibversion=4.4.1|hdf5libversion=1.8.17
creation_date: Tue Jul 28 16:12:17 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 gC/m2/day to KgC/m2/day.
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-reco-GBAF.ncl