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 | [-] | 6.03 | ||||||||||||||
CLM5PHSOFF | [-] | 7.41 | 7.08 | 0.513 | 6.02 | 0.00530 | 0.659 | 1.52 | 1.81 | 0.217 | 0.193 | 0.677 | 0.899 | 0.436 | ||
CLM5PHSON | [-] | 6.67 | 6.68 | 0.214 | 6.02 | 0.00530 | 0.551 | 1.30 | 2.09 | 0.371 | 0.257 | 0.610 | 0.949 | 0.489 |
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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 | [-] | 4.84 | ||||||||||||||
CLM5PHSOFF | [-] | 4.60 | 4.35 | 0.0333 | 4.83 | 0.00451 | -0.199 | 1.06 | 0.797 | 0.672 | 0.416 | 0.879 | 0.963 | 0.669 | ||
CLM5PHSON | [-] | 5.02 | 4.77 | 0.0253 | 4.83 | 0.00451 | -0.00221 | 1.35 | 1.17 | 0.553 | 0.375 | 0.800 | 0.950 | 0.611 |
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 | [-] | 7.67 | ||||||||||||||
CLM5PHSOFF | [-] | 7.29 | 6.32 | 0.829 | 7.65 | 0.0194 | -0.406 | 1.27 | 0.972 | 0.439 | 0.350 | 0.889 | 0.953 | 0.596 | ||
CLM5PHSON | [-] | 6.46 | 6.06 | 0.338 | 7.65 | 0.0194 | -0.337 | 1.56 | 1.32 | 0.356 | 0.336 | 0.823 | 0.856 | 0.541 |
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 | [-] | 0.268 | ||||||||||||||
CLM5PHSOFF | [-] | 1.41 | 1.33 | 0.0959 | 0.266 | 0.00214 | 0.915 | 1.77 | 0.327 | 0.654 | 0.485 | 0.936 | 0.409 | 0.594 | ||
CLM5PHSON | [-] | 1.54 | 1.50 | 0.0503 | 0.266 | 0.00214 | 1.14 | 1.91 | 0.446 | 0.569 | 0.470 | 0.962 | 0.479 | 0.590 |
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 | [-] | 5.87 | ||||||||||||||
CLM5PHSOFF | [-] | 11.0 | 7.40 | 3.25 | 5.72 | 0.154 | 1.64 | 2.20 | 2.35 | 0.191 | 0.235 | 0.622 | 0.628 | 0.382 | ||
CLM5PHSON | [-] | 5.91 | 4.93 | 0.936 | 5.72 | 0.154 | 0.871 | 1.97 | 2.33 | 0.162 | 0.266 | 0.633 | 0.373 | 0.340 |
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 | [-] | 4.81 | ||||||||||||||
CLM5PHSOFF | [-] | 5.02 | 4.76 | 0.121 | 4.80 | 0.00239 | -0.0164 | 1.45 | 0.211 | 0.670 | 0.590 | 0.987 | 0.784 | 0.724 | ||
CLM5PHSON | [-] | 6.98 | 6.73 | 0.0799 | 4.80 | 0.00239 | 0.619 | 1.37 | 0.361 | 0.688 | 0.629 | 0.975 | 0.828 | 0.750 |
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 | [-] | 8.54 | ||||||||||||||
CLM5PHSOFF | [-] | 8.28 | 7.49 | 0.852 | 8.50 | 0.0389 | -0.156 | 0.972 | 0.848 | 0.515 | 0.544 | 0.920 | 0.920 | 0.689 | ||
CLM5PHSON | [-] | 9.61 | 9.44 | 0.303 | 8.50 | 0.0389 | 0.225 | 0.876 | 0.880 | 0.658 | 0.558 | 0.914 | 0.955 | 0.729 |
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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 | [-] | 6.81 | ||||||||||||||
CLM5PHSOFF | [-] | 7.44 | 5.86 | 1.28 | 6.77 | 0.0385 | -0.380 | 1.51 | 1.61 | 0.320 | 0.368 | 0.735 | 0.887 | 0.536 | ||
CLM5PHSON | [-] | 6.61 | 6.00 | 0.460 | 6.77 | 0.0385 | 0.0965 | 1.35 | 2.16 | 0.401 | 0.365 | 0.635 | 0.915 | 0.536 |
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 | [-] | 0.433 | ||||||||||||||
CLM5PHSOFF | [-] | 1.81 | 1.80 | 0.0667 | 0.432 | 0.000674 | 1.08 | 1.71 | 0.244 | 0.645 | 0.530 | 0.989 | 0.642 | 0.667 | ||
CLM5PHSON | [-] | 1.95 | 1.97 | 0.0325 | 0.432 | 0.000674 | 1.27 | 1.92 | 0.258 | 0.574 | 0.503 | 0.987 | 0.641 | 0.642 |
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 | [-] | 3.22 | ||||||||||||||
CLM5PHSOFF | [-] | 4.97 | 3.65 | 1.24 | 3.19 | 0.0315 | 0.156 | 0.884 | 1.32 | 0.465 | 0.270 | 0.862 | 0.705 | 0.514 | ||
CLM5PHSON | [-] | 4.76 | 4.21 | 0.516 | 3.19 | 0.0315 | 0.605 | 1.11 | 1.50 | 0.359 | 0.227 | 0.834 | 0.614 | 0.452 |
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 | [-] | 4.41 | ||||||||||||||
CLM5PHSOFF | [-] | 4.68 | 3.94 | 0.631 | 4.39 | 0.0266 | -0.232 | 1.43 | 0.406 | 0.478 | 0.535 | 0.971 | 0.902 | 0.684 | ||
CLM5PHSON | [-] | 4.67 | 4.39 | 0.211 | 4.39 | 0.0266 | 0.354 | 1.28 | 0.400 | 0.621 | 0.534 | 0.971 | 0.926 | 0.717 |
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 | [-] | 94.3 | ||||||||||||||
CLM5PHSOFF | [-] | 113. | 97.1 | 15.8 | 93.6 | 0.649 | 0.0727 | 1.26 | 1.01 | 0.401 | 0.350 | 0.837 | 0.932 | 0.574 | ||
CLM5PHSON | [-] | 109. | 104. | 5.19 | 93.6 | 0.649 | 0.408 | 1.30 | 1.14 | 0.398 | 0.370 | 0.807 | 0.941 | 0.577 |
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 | [-] | 0.942 | ||||||||||||||
CLM5PHSOFF | [-] | 0.812 | 0.654 | 0.151 | 0.937 | 0.00548 | -0.0933 | 0.305 | 1.81 | 0.297 | 0.357 | 0.894 | 0.805 | 0.542 | ||
CLM5PHSON | [-] | 1.43 | 1.39 | 0.0703 | 0.937 | 0.00548 | 0.204 | 0.451 | 1.78 | 0.380 | 0.207 | 0.901 | 0.874 | 0.514 |
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 | [-] | 1.28 | ||||||||||||||
CLM5PHSOFF | [-] | 2.72 | 2.47 | 0.213 | 1.28 | 0.00304 | 0.498 | 1.19 | 0.645 | 0.488 | 0.369 | 0.960 | 0.537 | 0.545 | ||
CLM5PHSON | [-] | 2.88 | 2.77 | 0.0828 | 1.28 | 0.00304 | 0.702 | 1.43 | 0.555 | 0.413 | 0.303 | 0.960 | 0.466 | 0.489 |
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 | [-] | 2.84 | ||||||||||||||
CLM5PHSOFF | [-] | 4.11 | 2.97 | 1.01 | 2.81 | 0.0214 | 0.133 | 1.50 | 1.48 | 0.304 | 0.261 | 0.773 | 0.896 | 0.499 | ||
CLM5PHSON | [-] | 3.10 | 2.61 | 0.413 | 2.81 | 0.0214 | 0.587 | 1.56 | 1.56 | 0.322 | 0.289 | 0.745 | 0.879 | 0.505 |
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 | [-] | 3.76 | ||||||||||||||
CLM5PHSOFF | [-] | 3.47 | 3.00 | 0.346 | 3.75 | 0.00457 | -0.509 | 1.35 | 0.629 | 0.567 | 0.563 | 0.952 | 0.927 | 0.715 | ||
CLM5PHSON | [-] | 4.34 | 4.11 | 0.137 | 3.75 | 0.00457 | 0.405 | 1.21 | 0.654 | 0.632 | 0.588 | 0.947 | 0.969 | 0.745 |
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 | [-] | 2.78 | ||||||||||||||
CLM5PHSOFF | [-] | 3.81 | 3.65 | 0.177 | 2.76 | 0.0181 | 0.444 | 1.55 | 0.257 | 0.463 | 0.462 | 0.982 | 0.554 | 0.585 | ||
CLM5PHSON | [-] | 4.83 | 4.78 | 0.0718 | 2.76 | 0.0181 | 1.16 | 1.66 | 0.337 | 0.466 | 0.474 | 0.975 | 0.766 | 0.631 |
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 | [-] | 1.53 | ||||||||||||||
CLM5PHSOFF | [-] | 0.909 | 0.929 | 0.0560 | 1.52 | 0.00362 | -0.410 | 0.821 | 0.665 | 0.421 | 0.450 | 0.945 | 0.847 | 0.622 | ||
CLM5PHSON | [-] | 1.51 | 1.59 | 0.0124 | 1.52 | 0.00362 | 0.0974 | 0.841 | 0.770 | 0.469 | 0.402 | 0.932 | 0.853 | 0.611 |
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 | [-] | 18.7 | ||||||||||||||
CLM5PHSOFF | [-] | 20.4 | 19.7 | 0.564 | 18.7 | 0.0172 | 0.322 | 1.59 | 1.70 | 0.314 | 0.188 | 0.762 | 0.950 | 0.480 | ||
CLM5PHSON | [-] | 18.7 | 18.4 | 0.164 | 18.7 | 0.0172 | 0.0893 | 1.52 | 1.83 | 0.195 | 0.268 | 0.738 | 0.968 | 0.487 |
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 | [-] | 8.12 | ||||||||||||||
CLM5PHSOFF | [-] | 8.44 | 7.83 | 0.686 | 8.11 | 0.00281 | -0.113 | 1.75 | 1.11 | 0.343 | 0.321 | 0.885 | 0.713 | 0.516 | ||
CLM5PHSON | [-] | 9.80 | 9.62 | 0.313 | 8.11 | 0.00281 | 0.762 | 1.82 | 1.19 | 0.344 | 0.331 | 0.875 | 0.671 | 0.510 |
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 | [-] | 1.01 | ||||||||||||||
CLM5PHSOFF | [-] | 1.60 | 1.36 | 0.199 | 0.996 | 0.0112 | 0.349 | 0.899 | 1.29 | 0.233 | 0.339 | 0.887 | 0.714 | 0.502 | ||
CLM5PHSON | [-] | 1.52 | 1.40 | 0.0698 | 0.996 | 0.0112 | 0.586 | 0.994 | 1.40 | 0.245 | 0.280 | 0.877 | 0.793 | 0.495 |
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