Some of my previous research projects

“The contents of this webpage are mine personally and do not necessarily reflect any position of the Government or the National Oceanic and Atmospheric Administration (NOAA) that of Pennsylvania State University (PSU), Center for Analysis and Prediction of Storms (CAPS), University of Oklahoma (OU), nor Boeing.”

Unsupervised Predictive Machine Learning Project: Data Integration and Automation 

>> Realtime ARPS Cycling Experiment (Report)
>> Realtime ARPS Cycling Experiment with RADAR data (Supplement Report)

Codes:
>> ingest_upperair.f90 This code allows you to convert upper air data from the CWB format into an ADAS readable format.

GOES-R Satellite Project: Data Transformation and Visualization 

Sample GOES-R VIS 0.47 micron channel for 04/27/11/00z compared to the actual GOES VIS satellite imagery for 04/27/11/00z.

Sample GOES-R IR 3.9 micron channel for 04/27/11/00z compared to the actual GOES IR satellite imagery for 04/27/11/00z.

Codes:
>> postcore.f90 This code allows you to feed in ARPS model input data into the arppostlib Subroutine which contains the simulated satellite data creation code.
>> arpspostlib.f90 This code allows you to convert ARPS model input into simulated GOES-R IR and VIS data into netcdf format.  Once in this format, the data can be visualized using software.
>> CRTM library This is the needed non-basic library to run the codes above.

Hurricane Best Track Data Project: Data Transformation 

>> hurdat2atcf.f This simple code converts Dr. Chris Landsea’s Hurricane Reanalysis data into the widely used ATCF format. The original NHC file format (April, 2010):

00005 06/25/1851 M= 4 1 SNBR= 1 NOT NAMED XING=1 SSS=1 
00010 06/25*280 948 80 0*280 954 80 0*280 960 80 0*281 965 80 0*
00015 06/26*282 970 70 0*283 976 60 0*284 983 60 0*286 989 50 0*
00020 06/27*290 994 50 0*295 998 40 0*3001000 40 0*3051001 40 0*
00025 06/28*3101002 40 0* 0 0 0 0* 0 0 0 0* 0 0 0 0*
00030 HRBTX1

The new format of the same data above:

AL, 1, 1851062500, , BEST, 0, 280N, 948W, 80, 0, HU,
AL, 1, 1851062506, , BEST, 0, 280N, 954W, 80, 0, HU,
AL, 1, 1851062512, , BEST, 0, 280N, 960W, 80, 0, HU,
AL, 1, 1851062518, , BEST, 0, 281N, 965W, 80, 0, HU,
AL, 1, 1851062600, , BEST, 0, 282N, 970W, 70, 0, TS,
AL, 1, 1851062606, , BEST, 0, 283N, 976W, 60, 0, TS,
AL, 1, 1851062612, , BEST, 0, 284N, 983W, 60, 0, TS,
AL, 1, 1851062618, , BEST, 0, 286N, 989W, 50, 0, TS,
AL, 1, 1851062700, , BEST, 0, 290N, 994W, 50, 0, TS,
AL, 1, 1851062706, , BEST, 0, 295N, 998W, 40, 0, TS,
AL, 1, 1851062712, , BEST, 0, 300N, 1000W, 40, 0, TS,
AL, 1, 1851062718, , BEST, 0, 305N, 1001W, 40, 0, TS,
AL, 1, 1851062800, , BEST, 0, 310N, 1002W, 40, 0, TS,