Name: Arka Mitra
Type: User
Company: University of Illinois, Urbana-Champaign
Bio: Remote sensing, data analysis, and climate modeling. Cloud Tops and how they change with time. Ph.D. Candidate.
Location: Champaign, Illinois, USA
Blog: https://www.linkedin.com/in/arka-mitra-9709a3118/
Arka Mitra's Projects
Project 4 for ATMS 597 SP 2020 (GroupG)
Repository for Group A's submission for Project 2.
Examples of Machine Learning Applications of Climate and Weather Data in Python for ATMS597 class - Data Science for Weather and Climate..
CAMP2Ex was a field campaign in the Philippines that studied cloud and radiation properties from airborne and ship-based multi-sensor suite. Here's a sample of some data analysis I did for this project.
Description of daily averaged COVID-19 data from JHU CESS to plot descriptive statistics
Automatically exported from code.google.com/p/i3rc-monte-carlo-model
M.Sc. thesis that combined data analysis and a neural network algorithm to study and create a prognostic predictive model of ionospheric electrodynamics.
Involves 1D Plane-Parallel First Principle Radiative Transfer techniques to rectify CO2-slicing errors in CTP/emissivity for a higher-cloud in a 2-layered cloud using MISR low-level CTH (as low-level truth) and Reanalysis profiles
Python Data Science Handbook: full text in Jupyter Notebooks
Analysis of nearly-coincident cloud top height (CTH) Level 2 data from MISR and MODIS on-board NASA's Terra satellite and ISS-CATS to validate passive sensor products.
Solutions for selected exercises from the book "Statistical Computing with R" by Maria L. Rizzo
Code I wrote for my Statistical (Machine) Learning Class at UIUC Department of Statistics