Mean State

Download Data
Period Mean (original grids) [Pg yr-1]
Model Period Mean (intersection) [Pg yr-1]
Benchmark Period Mean (intersection) [Pg yr-1]
Model Period Mean (complement) [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 [-] 6.03
CLM5_GSWP3V1 [-] 7.13 7.14 6.02 0.223 0.00530 0.850 1.38 2.09 0.509 0.721 0.660 0.900 0.702
Control [-] 6.45 6.47 6.02 0.189 0.00530 0.407 1.21 2.28 0.535 0.768 0.637 0.910 0.724
Randomized [-] 7.04 7.07 6.02 0.199 0.00530 0.790 1.35 2.07 0.474 0.768 0.673 0.905 0.718
Download Data
Period Mean (original grids) [Pg yr-1]
Model Period Mean (intersection) [Pg yr-1]
Benchmark Period Mean (intersection) [Pg yr-1]
Model Period Mean (complement) [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
CLM5_GSWP3V1 [-] 4.15 3.88 4.83 0.0273 0.00451 -0.362 1.35 1.17 0.477 0.489 0.857 0.914 0.645
Control [-] 3.70 3.50 4.83 0.0162 0.00451 -0.532 1.05 1.12 0.560 0.625 0.873 0.945 0.726
Randomized [-] 4.15 3.92 4.83 0.0171 0.00451 -0.357 1.01 1.21 0.611 0.601 0.865 0.958 0.727
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Period Mean (original grids) [Pg yr-1]
Model Period Mean (intersection) [Pg yr-1]
Benchmark Period Mean (intersection) [Pg yr-1]
Model Period Mean (complement) [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 [-] 7.67
CLM5_GSWP3V1 [-] 6.47 6.06 7.65 0.348 0.0194 -0.329 1.42 1.29 0.468 0.672 0.840 0.814 0.693
Control [-] 5.68 5.31 7.65 0.296 0.0194 -0.579 1.30 1.23 0.473 0.695 0.844 0.879 0.717
Randomized [-] 6.28 5.89 7.65 0.312 0.0194 -0.396 1.25 1.25 0.512 0.695 0.844 0.857 0.721
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Period Mean (original grids) [Pg yr-1]
Model Period Mean (intersection) [Pg yr-1]
Benchmark Period Mean (intersection) [Pg yr-1]
Model Period Mean (complement) [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 [-] 0.268
CLM5_GSWP3V1 [-] 1.24 1.20 0.266 0.0401 0.00214 0.877 1.59 0.224 0.107 0.128 0.979 0.475 0.364
Control [-] 1.27 1.26 0.266 0.0171 0.00214 0.892 1.76 0.423 0.184 0.0846 0.959 0.332 0.329
Randomized [-] 1.44 1.43 0.266 0.0195 0.00214 1.04 1.93 0.388 0.173 0.0769 0.963 0.292 0.316
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Period Mean (original grids) [Pg yr-1]
Model Period Mean (intersection) [Pg yr-1]
Benchmark Period Mean (intersection) [Pg yr-1]
Model Period Mean (complement) [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
CLM5_GSWP3V1 [-] 6.44 5.39 5.72 1.00 0.154 1.44 1.97 2.21 0.559 0.898 0.657 0.401 0.682
Control [-] 5.59 4.73 5.72 0.836 0.154 0.511 1.87 2.33 0.554 0.891 0.634 0.808 0.756
Randomized [-] 5.69 4.81 5.72 0.851 0.154 0.642 1.89 2.42 0.555 0.896 0.619 0.773 0.748
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Period Mean (original grids) [Pg yr-1]
Model Period Mean (intersection) [Pg yr-1]
Benchmark Period Mean (intersection) [Pg yr-1]
Model Period Mean (complement) [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
CLM5_GSWP3V1 [-] 6.96 6.70 4.80 0.0809 0.00239 0.612 1.28 0.313 0.328 0.366 0.979 0.816 0.571
Control [-] 7.11 6.85 4.80 0.0705 0.00239 0.652 1.23 0.0634 0.339 0.314 0.996 0.960 0.585
Randomized [-] 7.34 7.07 4.80 0.0719 0.00239 0.721 1.26 0.0929 0.317 0.313 0.994 0.960 0.579
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Period Mean (original grids) [Pg yr-1]
Model Period Mean (intersection) [Pg yr-1]
Benchmark Period Mean (intersection) [Pg yr-1]
Model Period Mean (complement) [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
CLM5_GSWP3V1 [-] 11.0 10.8 8.53 0.352 0.00868 0.442 0.849 0.803 0.554 0.625 0.919 0.913 0.727
Control [-] 11.2 11.0 8.53 0.345 0.00868 0.458 0.989 0.845 0.476 0.512 0.911 0.953 0.673
Randomized [-] 11.8 11.6 8.53 0.354 0.00868 0.545 1.07 0.856 0.452 0.482 0.911 0.950 0.655
Download Data
Period Mean (original grids) [Pg yr-1]
Model Period Mean (intersection) [Pg yr-1]
Benchmark Period Mean (intersection) [Pg yr-1]
Model Period Mean (complement) [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
CLM5_GSWP3V1 [-] 7.11 6.46 6.77 0.483 0.0385 0.297 1.40 2.10 0.543 0.693 0.680 0.874 0.697
Control [-] 6.79 6.24 6.77 0.450 0.0385 0.190 1.14 2.03 0.611 0.753 0.692 0.907 0.743
Randomized [-] 6.87 6.31 6.77 0.460 0.0385 0.225 1.16 1.98 0.612 0.745 0.703 0.906 0.742
Download Data
Period Mean (original grids) [Pg yr-1]
Model Period Mean (intersection) [Pg yr-1]
Benchmark Period Mean (intersection) [Pg yr-1]
Model Period Mean (complement) [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
CLM5_GSWP3V1 [-] 1.59 1.62 0.432 0.0241 0.000674 0.982 1.46 0.255 0.136 0.151 0.977 0.666 0.417
Control [-] 0.607 0.639 0.432 0.00233 0.000674 0.183 1.39 0.838 0.363 0.0836 0.914 0.641 0.417
Randomized [-] 0.699 0.732 0.432 0.00258 0.000674 0.257 1.44 0.869 0.355 0.0837 0.905 0.572 0.400
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Period Mean (original grids) [Pg yr-1]
Model Period Mean (intersection) [Pg yr-1]
Benchmark Period Mean (intersection) [Pg yr-1]
Model Period Mean (complement) [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
CLM5_GSWP3V1 [-] 4.71 4.14 3.19 0.540 0.0315 0.592 0.877 1.48 0.623 0.730 0.802 0.569 0.691
Control [-] 4.55 4.04 3.19 0.479 0.0315 0.521 0.749 1.39 0.640 0.757 0.812 0.707 0.735
Randomized [-] 4.50 3.99 3.19 0.480 0.0315 0.505 0.747 1.27 0.666 0.752 0.828 0.679 0.735
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Period Mean (original grids) [Pg yr-1]
Model Period Mean (intersection) [Pg yr-1]
Benchmark Period Mean (intersection) [Pg yr-1]
Model Period Mean (complement) [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
CLM5_GSWP3V1 [-] 4.84 4.56 4.39 0.214 0.0266 0.441 1.08 0.403 0.490 0.555 0.971 0.953 0.705
Control [-] 4.67 4.37 4.39 0.232 0.0266 0.367 1.09 0.476 0.527 0.527 0.964 0.958 0.701
Randomized [-] 4.86 4.56 4.39 0.239 0.0266 0.471 1.12 0.465 0.508 0.523 0.965 0.955 0.695
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Period Mean (original grids) [Pg yr-1]
Model Period Mean (intersection) [Pg yr-1]
Benchmark Period Mean (intersection) [Pg yr-1]
Model Period Mean (complement) [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 [-] 93.9
CLM5_GSWP3V1 [-] 114. 109. 93.5 4.76 0.380 0.523 1.23 1.12 0.461 0.591 0.854 0.926 0.684
Control [-] 102. 97.7 93.5 4.13 0.380 0.259 1.15 1.14 0.497 0.585 0.850 0.943 0.692
Randomized [-] 107. 103. 93.5 4.23 0.380 0.377 1.17 1.13 0.494 0.577 0.853 0.941 0.688
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Period Mean (original grids) [Pg yr-1]
Model Period Mean (intersection) [Pg yr-1]
Benchmark Period Mean (intersection) [Pg yr-1]
Model Period Mean (complement) [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
CLM5_GSWP3V1 [-] 1.71 1.65 0.938 0.0851 0.00457 0.296 0.487 1.76 0.671 0.731 0.735 0.809 0.735
Control [-] 1.72 1.66 0.938 0.0772 0.00457 0.298 0.490 1.79 0.683 0.736 0.734 0.772 0.732
Randomized [-] 1.78 1.72 0.938 0.0742 0.00457 0.316 0.514 1.83 0.671 0.721 0.731 0.751 0.719
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Period Mean (original grids) [Pg yr-1]
Model Period Mean (intersection) [Pg yr-1]
Benchmark Period Mean (intersection) [Pg yr-1]
Model Period Mean (complement) [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
CLM5_GSWP3V1 [-] 2.76 2.66 1.28 0.0718 0.00304 0.649 1.27 0.825 0.341 0.285 0.890 0.437 0.448
Control [-] 2.36 2.32 1.28 0.0392 0.00304 0.474 1.26 0.588 0.404 0.306 0.937 0.390 0.469
Randomized [-] 2.47 2.43 1.28 0.0407 0.00304 0.523 1.32 0.556 0.398 0.298 0.940 0.365 0.460
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Period Mean (original grids) [Pg yr-1]
Model Period Mean (intersection) [Pg yr-1]
Benchmark Period Mean (intersection) [Pg yr-1]
Model Period Mean (complement) [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 [-] 2.84
CLM5_GSWP3V1 [-] 3.24 2.73 2.81 0.428 0.0214 0.731 1.53 1.53 0.483 0.731 0.791 0.851 0.718
Control [-] 2.80 2.38 2.81 0.354 0.0214 0.268 1.33 1.52 0.502 0.767 0.789 0.914 0.748
Randomized [-] 2.95 2.51 2.81 0.371 0.0214 0.417 1.36 1.54 0.488 0.757 0.788 0.917 0.741
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Period Mean (original grids) [Pg yr-1]
Model Period Mean (intersection) [Pg yr-1]
Benchmark Period Mean (intersection) [Pg yr-1]
Model Period Mean (complement) [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
CLM5_GSWP3V1 [-] 5.09 4.84 3.75 0.155 0.00457 0.930 1.24 0.597 0.325 0.586 0.954 0.958 0.682
Control [-] 4.11 3.90 3.75 0.134 0.00457 0.264 0.977 0.588 0.622 0.593 0.952 0.949 0.742
Randomized [-] 4.14 3.93 3.75 0.135 0.00457 0.285 0.995 0.595 0.616 0.585 0.953 0.949 0.738
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Period Mean (original grids) [Pg yr-1]
Model Period Mean (intersection) [Pg yr-1]
Benchmark Period Mean (intersection) [Pg yr-1]
Model Period Mean (complement) [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
CLM5_GSWP3V1 [-] 5.25 5.20 2.76 0.0790 0.0181 1.39 1.80 0.292 0.136 0.312 0.976 0.750 0.497
Control [-] 4.79 4.74 2.76 0.0642 0.0181 1.13 1.58 0.166 0.226 0.373 0.987 0.702 0.532
Randomized [-] 4.82 4.76 2.76 0.0643 0.0181 1.14 1.61 0.179 0.219 0.358 0.986 0.715 0.527
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Period Mean (original grids) [Pg yr-1]
Model Period Mean (intersection) [Pg yr-1]
Benchmark Period Mean (intersection) [Pg yr-1]
Model Period Mean (complement) [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
CLM5_GSWP3V1 [-] 1.76 1.85 1.52 0.0138 0.00362 0.279 0.757 0.840 0.496 0.664 0.909 0.834 0.713
Control [-] 1.53 1.59 1.52 0.0100 0.00362 0.0944 0.656 0.903 0.582 0.685 0.889 0.910 0.750
Randomized [-] 1.64 1.71 1.52 0.0107 0.00362 0.179 0.733 0.810 0.528 0.651 0.908 0.900 0.728
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Period Mean (original grids) [Pg yr-1]
Model Period Mean (intersection) [Pg yr-1]
Benchmark Period Mean (intersection) [Pg yr-1]
Model Period Mean (complement) [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
CLM5_GSWP3V1 [-] 20.5 20.2 18.7 0.172 0.0172 0.685 1.43 1.84 0.598 0.817 0.730 0.980 0.789
Control [-] 18.2 18.0 18.7 0.153 0.0172 -0.0530 1.46 2.11 0.605 0.784 0.682 0.949 0.761
Randomized [-] 19.2 19.0 18.7 0.161 0.0172 0.277 1.40 1.97 0.615 0.810 0.702 0.966 0.781
Download Data
Period Mean (original grids) [Pg yr-1]
Model Period Mean (intersection) [Pg yr-1]
Benchmark Period Mean (intersection) [Pg yr-1]
Model Period Mean (complement) [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
CLM5_GSWP3V1 [-] 10.0 9.88 8.11 0.334 0.00281 0.876 1.88 1.13 0.330 0.728 0.883 0.527 0.639
Control [-] 7.26 7.14 8.11 0.278 0.00281 -0.296 1.40 1.20 0.470 0.726 0.863 0.704 0.698
Randomized [-] 8.09 7.97 8.11 0.286 0.00281 0.0566 1.39 1.30 0.486 0.728 0.855 0.683 0.696
Download Data
Period Mean (original grids) [Pg yr-1]
Model Period Mean (intersection) [Pg yr-1]
Benchmark Period Mean (intersection) [Pg yr-1]
Model Period Mean (complement) [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
CLM5_GSWP3V1 [-] 1.72 1.60 0.996 0.0751 0.0112 0.782 1.10 1.43 0.406 0.626 0.803 0.726 0.637
Control [-] 1.63 1.50 0.996 0.0732 0.0112 0.615 1.18 1.59 0.331 0.588 0.780 0.810 0.619
Randomized [-] 1.66 1.51 0.996 0.0742 0.0112 0.631 1.17 1.65 0.334 0.589 0.771 0.809 0.618

Temporally integrated period mean

BENCHMARK MEAN
Data not available
Data not available
MODEL MEAN
Data not available
Data not available
BIAS
Data not available
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BIAS SCORE
Data not available
Data not available
RMSE
Data not available
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RMSE SCORE
Data not available
Data not available
BENCHMARK MAX MONTH
Data not available
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MODEL MAX MONTH
Data not available
Data not available
DIFFERENCE IN MAX MONTH
Data not available
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SEASONAL CYCLE SCORE
Data not available
Data not available

SPATIAL TAYLOR DIAGRAM
Data not available
MODEL COLORS
Data not available

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
Data not available
CLM5_GSWP3V1
Data not available
Data not available
Control
Data not available
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Randomized
Data not available
Data not available

Data Information

  Title:
derived GBAF in 0.5x0.5

  Source_file:
This product is generated from monthly Global Biosphere Amtospher Flux (GBAF) observations

  Conventions:
Please contact Prof. James Randerson (Email: jranders@uci.edu) or Dr. Mingquan Mu (mmu@uci.edu) for any question

  Creation_date:
Tue Jul 28 16:12:17 PDT 2015

  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