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Arka Mitra's Projects

atms597_projects icon atms597_projects

Examples of Machine Learning Applications of Climate and Weather Data in Python for ATMS597 class - Data Science for Weather and Climate..

camp2ex_analysis icon camp2ex_analysis

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.

covid_19_analysis icon covid_19_analysis

Description of daily averaged COVID-19 data from JHU CESS to plot descriptive statistics

master-sthesis icon master-sthesis

M.Sc. thesis that combined data analysis and a neural network algorithm to study and create a prognostic predictive model of ionospheric electrodynamics.

modis-misr-multi-layered-clouds icon modis-misr-multi-layered-clouds

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

satellite_cth_verification icon satellite_cth_verification

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.

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