cclopes/soschuva_hail

R and Python scripts to read and process weather radar, lightning and other data related to hail cases in SOS-CHUVA Project

soschuva_hail

R and Python scripts to read and process weather radar, lightning and other data related to hailstorm cases in SOS-CHUVA Project. Part of dissertation "Microphysics, Kinematics and Electrification in Hail Producing Tropical Storms during SOS-CHUVA Project" @ IAG/USP - Brazil.

Disclaimer: I'm still improving these scripts (specially converting from old Jupyter notebooks to sets of python scripts)

More info about each folder can be found in each respective README.

• ForTraCC_Processing

Processing ForTraCC-Radar clusters and families per case as lists using tidyverse functions.

• General_Processing

Hailpads_Processing [R]

Processing hailpads data per case as lists using tidyverse functions.

Lightning_Processing [R]

Processing BrasilDAT lightning data with tidyverse functions, converting strokes to flashes using DBSCAN package.

• MultiDoppler_Processing

PyART_CSURT_Tutorial [Python]

A small tutorial about working with brazilian weather radar data in Python with the following packages:

• Py-ART
• CSU_RadarTools

Radar_Processing [Python, R]

Processing weather radar data in two fronts:

• In Python:
  • Calculate hydrometeor classification (using CSU_RadarTools) and plot with polarimetric variables
  • Plot PPIs of single-pol variables
• In R:
  • Read and view CAPPI data (specially from São Roque radar)

Reanalysis_Processing [Python]

Processing ERA5 reanalysis data using:

• xarray
• MetPy

Satellite_Processing [Python]

Processing GOES-16 data with the following installed packages:

• netcdf4 (conda-forge)
• basemap (conda-forge)
• basemap-data-hires (conda-forge)
• gdal (conda-forge)

Sounding_Processing [Python]

Acquiring Wyoming sounding data with the following installed packages:

• siphon
• MetPy