Mean State

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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 [-] 6.03
CLM4 [-] 9.81 10.0 0.189 6.02 0.00530 2.62 3.18 2.48 0.0798 0.135 0.535 0.594 0.296
CLM4.5 [-] 7.36 7.34 0.231 6.02 0.00530 0.986 2.05 2.14 0.0966 0.194 0.597 0.755 0.367
CLM5 [-] 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
CLM4 [-] 6.13 5.75 0.0137 4.83 0.00451 0.376 1.12 1.23 0.560 0.443 0.802 0.778 0.605
CLM4.5 [-] 3.30 3.08 0.0140 4.83 0.00451 -0.696 1.11 0.853 0.434 0.498 0.873 0.892 0.639
CLM5 [-] 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
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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 [-] 7.67
CLM4 [-] 6.67 6.36 0.255 7.65 0.0194 -0.306 1.17 1.01 0.386 0.451 0.887 0.839 0.603
CLM4.5 [-] 4.90 4.57 0.276 7.65 0.0194 -0.817 1.34 0.713 0.284 0.510 0.932 0.918 0.631
CLM5 [-] 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
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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 [-] 0.268
CLM4 [-] 0.332 0.318 0.0209 0.266 0.00214 0.0759 1.31 0.582 0.714 0.452 0.904 0.698 0.644
CLM4.5 [-] 1.10 1.07 0.0352 0.266 0.00214 0.761 1.35 0.345 0.696 0.552 0.981 0.591 0.674
CLM5 [-] 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
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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 [-] 5.87
CLM4 [-] 10.5 9.14 1.35 5.72 0.154 5.71 5.93 1.92 0.00782 0.105 0.695 0.965 0.375
CLM4.5 [-] 8.07 6.87 1.16 5.72 0.154 3.27 3.51 2.46 0.0444 0.184 0.593 0.856 0.372
CLM5 [-] 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
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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 [-] 4.81
CLM4 [-] 6.17 5.97 0.0603 4.80 0.00239 0.384 1.41 0.232 0.732 0.578 0.984 0.870 0.748
CLM4.5 [-] 6.56 6.34 0.0750 4.80 0.00239 0.503 1.25 0.297 0.732 0.644 0.977 0.896 0.779
CLM5 [-] 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
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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 [-] 8.54
CLM4 [-] 12.1 11.9 0.385 8.50 0.0389 0.625 1.20 0.674 0.417 0.551 0.962 0.644 0.625
CLM4.5 [-] 10.8 10.5 0.368 8.50 0.0389 0.410 0.936 0.735 0.508 0.593 0.960 0.768 0.685
CLM5 [-] 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
CLM4 [-] 9.83 9.21 0.450 6.77 0.0385 1.44 2.02 1.44 0.262 0.293 0.778 0.734 0.472
CLM4.5 [-] 7.50 6.88 0.486 6.77 0.0385 0.517 1.56 1.05 0.310 0.374 0.847 0.819 0.545
CLM5 [-] 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
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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 [-] 0.433
CLM4 [-] 0.236 0.250 0.00753 0.432 0.000674 -0.134 1.47 0.301 0.734 0.432 1.00 0.687 0.657
CLM4.5 [-] 1.29 1.32 0.0202 0.432 0.000674 0.732 1.21 0.204 0.752 0.641 0.994 0.797 0.765
CLM5 [-] 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
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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 [-] 3.22
CLM4 [-] 3.37 2.96 0.382 3.19 0.0315 0.0856 0.620 1.22 0.465 0.412 0.843 0.702 0.567
CLM4.5 [-] 3.43 2.99 0.421 3.19 0.0315 0.122 0.662 0.962 0.457 0.412 0.902 0.767 0.590
CLM5 [-] 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
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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 [-] 4.41
CLM4 [-] 3.53 3.34 0.155 4.39 0.0266 -0.284 1.33 1.06 0.578 0.450 0.858 0.919 0.651
CLM4.5 [-] 4.61 4.35 0.199 4.39 0.0266 0.303 1.06 0.725 0.677 0.532 0.926 0.962 0.726
CLM5 [-] 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
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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 [-] 94.3
CLM4 [-] 123. 119. 4.84 93.6 0.649 0.724 1.53 1.14 0.305 0.343 0.793 0.745 0.506
CLM4.5 [-] 106. 101. 5.23 93.6 0.649 0.348 1.23 1.01 0.353 0.390 0.829 0.896 0.571
CLM5 [-] 109. 104. 5.19 93.6 0.649 0.408 1.30 1.14 0.398 0.370 0.807 0.941 0.577
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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 [-] 0.942
CLM4 [-] 0.953 0.919 0.0420 0.937 0.00548 0.0255 0.248 2.27 0.414 0.373 0.736 0.902 0.560
CLM4.5 [-] 0.958 0.917 0.0500 0.937 0.00548 0.0370 0.263 2.17 0.427 0.372 0.834 0.901 0.581
CLM5 [-] 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
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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 [-] 1.28
CLM4 [-] 1.12 1.09 0.0261 1.28 0.00304 -0.0521 0.692 0.648 0.649 0.517 0.975 0.829 0.698
CLM4.5 [-] 2.28 2.19 0.0582 1.28 0.00304 0.444 0.925 0.765 0.516 0.465 0.957 0.601 0.601
CLM5 [-] 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
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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 [-] 2.84
CLM4 [-] 2.39 2.07 0.254 2.81 0.0214 -0.194 1.55 1.38 0.236 0.323 0.801 0.876 0.512
CLM4.5 [-] 2.92 2.46 0.379 2.81 0.0214 0.399 1.64 1.01 0.255 0.282 0.864 0.821 0.501
CLM5 [-] 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
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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 [-] 3.76
CLM4 [-] 6.22 5.96 0.179 3.75 0.00457 1.72 2.17 0.728 0.350 0.494 0.942 0.526 0.561
CLM4.5 [-] 5.27 5.02 0.171 3.75 0.00457 1.08 1.60 0.741 0.494 0.542 0.942 0.712 0.646
CLM5 [-] 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
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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 [-] 2.78
CLM4 [-] 4.10 4.05 0.0665 2.76 0.0181 0.758 1.21 0.209 0.531 0.608 0.986 0.688 0.684
CLM4.5 [-] 4.64 4.60 0.0693 2.76 0.0181 1.06 1.37 0.245 0.466 0.585 0.984 0.734 0.671
CLM5 [-] 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
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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 [-] 1.53
CLM4 [-] 1.59 1.65 0.0106 1.52 0.00362 0.134 0.607 0.731 0.560 0.513 0.938 0.857 0.676
CLM4.5 [-] 1.33 1.39 0.0139 1.52 0.00362 -0.0462 0.548 0.762 0.610 0.513 0.925 0.947 0.701
CLM5 [-] 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
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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 [-] 18.7
CLM4 [-] 26.5 26.3 0.150 18.7 0.0172 2.64 3.39 2.37 0.0575 0.145 0.608 0.584 0.308
CLM4.5 [-] 20.2 20.0 0.172 18.7 0.0172 0.636 1.88 2.05 0.234 0.172 0.683 0.796 0.411
CLM5 [-] 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
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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 [-] 8.12
CLM4 [-] 10.2 10.1 0.259 8.11 0.00281 0.930 2.32 1.32 0.261 0.341 0.856 0.368 0.433
CLM4.5 [-] 7.53 7.29 0.304 8.11 0.00281 -0.237 1.70 1.01 0.312 0.423 0.893 0.563 0.523
CLM5 [-] 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
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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 [-] 1.01
CLM4 [-] 1.22 1.18 0.0389 0.996 0.0112 0.351 0.735 1.41 0.315 0.345 0.804 0.620 0.486
CLM4.5 [-] 1.15 1.09 0.0466 0.996 0.0112 0.267 0.722 1.30 0.277 0.361 0.844 0.744 0.517
CLM5 [-] 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

Temporally integrated period mean

BENCHMARK MEAN
Data not available
Data not available
MODEL MEAN
Data not available
Data not available
BIAS
Data not available
Data not available
BIAS SCORE
Data not available
Data not available
RMSE
Data not available
Data not available
RMSE SCORE
Data not available
Data not available
BENCHMARK MAX MONTH
Data not available
Data not available
MODEL MAX MONTH
Data not available
Data not available
DIFFERENCE IN MAX MONTH
Data not available
Data not available
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
CLM4
Data not available
Data not available
CLM4.5
Data not available
Data not available
CLM5
Data not available
Data not available

Data Information

  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