PWV forecasts for Chajnantor from the GFS model

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GFS forecast compared to local measurements at the APEX radiometer
The value of the Pearson Correlation Coefficient between PWV forecasts from the GFS model (at 0, 6, 12 and 18 UTC) and the APEX radiometer measurements from 2011 and 2012.


Forecast Step Forecast hour (UT) All months Summer (Oct-Mar) Winter (Apr-Sep)
T+00h (analysis) all
00
06
12
18
0.84
0.86
0.84
0.81
0.84
0.88
0.87
0.90
0.82
0.90
0.86
0.86
0.87
0.87
0.87
T+24h all
00
06
12
18
0.79 (0.64)
0.79
0.82
0.75
0.80
0.84 (0.71)
0.86
0.86
0.73
0.86
0.78 (0.48)
0.77
0.78
0.81
0.78
T+48h all
00
06
12
18
0.75 (0.50)
0.78
0.77
0.72
0.73
0.81 (0.55)
0.82
0.80
0.74
0.80
0.69 (0.30)
0.74
0.68
0.74
0.66
T+120h all
00
06
12
18
0.59 (0.28)
0.66
0.61
0.49
0.61
0.66 (0.29)
0.74
0.64
0.47
0.71
0.45 (0.12)
0.45
0.49
0.49
0.39

 

Ascii file description

The ascii file contains 6 columns of data that represent: [Year Month Day and Hour of forecast initiation, Forecast step (hour), GFS forecast (mm H2O)]

Ascii File

 

 

 

GFS analyses compared to local measurements at the APEX radiometer
PWV analyses (=forecasts at step 0) from the GFS model at 0, 6, 12 and 18 UTC are compared to the APEX radiometer measurements when available from January to December 2012. Analyses at 00UT, enlighted in red, give the best agreement. The best linear fit, as well as the value of the Pearson Correlation Coefficient are given in the graphs.
All Data Summer Winter
GFS 24h forecasts compared to local measurements at the APEX radiometer
Same as above but for PWV forecasts at step 24h from the GFS model. In parenthesis is shown for comparison the correlation coefficient without prediction, i.e. assuming PWV equal to its value at the time of analysis (persistence).
All Data All Data, Kalman Summer Winter
GFS 48h forecasts compared to local measurements at the APEX radiometer
Same as above but for PWV forecasts at step 48h from the GFS model. In parenthesis is shown for comparison the correlation coefficient without prediction, i.e. assuming PWV equal to its value at the time of analysis (persistence).
All Data Summer Winter

GFS 120h forecasts compared to local measurements at the APEX radiometer
Same as above but for PWV forecasts at step 120h. In parenthesis is shown for comparison the correlation coefficient without prediction, i.e. assuming PWV equal to its value at the time of analysis (persistence).
All Data Summer Winter