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Bhupendra A Raut

Computational Environmental Scientist

Argonne National Laboratory

Google Scholar ORCID meteorbhupi


🔭 Current Work

  • Environmental monitoring through edge computing, atmospheric data analysis, and innovative sensing technologies.

🌱 Learning

  • Self-supervised AI Architectures.
  • Flux measurement techniques
  • Weather Research and Forecast Model
  • Advance Data Analysis in Python.

👯 Collaboration

  • Wildfire Detection: wildfire detection using AI (UCSD, WIFIRE).
  • Derecho events affecting energy infrastructure (ISU, Stanford)

🤝 Seeking Help

  • RTL-SDR Lightning Analysis: Looking for assistance with RTL-SDR lightning analysis using Edge computing.

💬 Ask Me About

  • Meteorology
  • Satellite and radar data analysis
  • Computer Vision
  • R and Python programming

Languages and Tools

Rprogramming python LaTeX bash cplusplus csharp git linux opencv docker pytorch scikit_learn

rbhupi

rbhupi

Bhupendra Raut's Projects

darwin-rscripts icon darwin-rscripts

Repository of R-scripts used in Darwin project. echo_tracking.R is the main program that tracks convective echoes in CPOL radar data and saves statistics.

fann_test icon fann_test

ANN training design to take mean area precipitation for the domain and SLP data as input and AWAP clusters as output.

hidrus-2 icon hidrus-2

C++ code for downscaling rainfall using Bureau of Meteorology STEPS library. This is only publicly available code from the stormwater project.

hidrus2-docs icon hidrus2-docs

HiDRUS-2 how-to documentation in latex and beamer presentation format.

konza_mobo_analysis icon konza_mobo_analysis

Scripts for downloading and analysis of Konza burn data from the Mobotix thermal camera

nasaaccess icon nasaaccess

NASAaccess is R package that can generate gridded ascii tables of climate (CIMP5) and weather data (GPM, TRMM, GLDAS) needed to drive various hydrological models (e.g., SWAT, VIC, RHESSys, ..etc)

nn_tsi_raindrop icon nn_tsi_raindrop

Training and testing of a perceptron network to identify the rain and snow on the TSI camera mirror.

plugin-cmv-fftpc icon plugin-cmv-fftpc

The plugin uses the phase correlation/Optical flow method to compute cloud motion vectors from the Waggle sky camera images.

plugin-mobotix-wrapper icon plugin-mobotix-wrapper

This is python code to controll C++ binaries from mobotix uploaded for backup purpose. Not to be used.

pyart icon pyart

The Python-ARM Radar Toolkit. A data model driven interactive toolkit for working with weather radar data.

pyreclass icon pyreclass

Classification of radar reflectivity data using Wavelet transform.

pywaggle icon pywaggle

Python module for Waggle plugin developers.

reclass-rpkg icon reclass-rpkg

R package for separating convective and stratiform echoes in weather radar data.

rsripts_hidrus2 icon rsripts_hidrus2

Bunch of R scripts for preparing HiDRUS-2 rainfall libraries and parameters file.

sage icon sage

Cyberinfrastructure for AI at the Edge - https://sagecontinuum.org/

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