Hydrometeor Classification using Dual Polarization Doppler Radars

The NEXRAD Level III data used in this project are from Vance AFB, OK. Four categories are chosen and they are 'Ice Crystals', 'Dry Snow', 'Rain', and 'Big Drops'

Preprocessing scripts are in script folder.

A detailed description can be found here. https://github.com/YupingLu/Radar/blob/master/notebook/nexrad_notes.ipynb

Reference Paper

Y. Lu and J. Kumar, "Convolutional Neural Networks for Hydrometeor Classification using Dual Polarization Doppler Radars," 2019 International Conference on Data Mining Workshops (ICDMW), Beijing, China, 2019, pp. 288-295, doi: 10.1109/ICDMW.2019.00050.