Name: Praful Dodda
Type: User
Company: University of North Carolina at Chapel Hill
Bio: PhD student at UNC Chapel Hill. I work in air quality modeling using CTMs and space-time Geostatistics. Sometimes on AI/ML, Soft. Dev., etc.
Praful Dodda's Projects
Add geolocalised subsetting, masking, and plotting operations to xarray
A Research Lab of University of North Carolina at Chapel Hill-Institute for the Environment
Implementation of Machine Learning and Deep Learning techniques to find insights from the satellite data.
Air Sensor Data Analysis Library
Small Matlab to Python compiler
SMOP for anaconda3
Data Science for Earth spring 2020
Online tutorial on how to use Ensemble Machine Learning for spatial and spatiotemporal interpolation / predictions
Code for the paper "A Novel Framework for Spatio-Temporal Prediction of Environmental Data Using Deep Learning"
STAT 451: Intro to Machine Learning @ UW-Madison (Fall 2020)
Stochastic Time-Inverted Lagrangian Transport model (STILT-R version 2)
Trust-A-Thon materials for the Trustworthy AI for Environmental Science Summer School
Geohackweek Tutorial Contents
A collection of diagnostic and interpolation routines for use with output from the Weather Research and Forecasting (WRF-ARW) Model.