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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.

open-radar-data icon open-radar-data

A place to share radar data with the community, shared between the open radar packages

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.

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