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RBhupi/README.md

Bhupendra A Raut

Computational Environmental Scientist

Argonne National Laboratory

Google Scholar ORCID meteorbhupi


πŸ”­ Interests

Remote sensing of cloud & precipitation; Complex data Analysis with statistics, AI & Com- puter Vision; Open Source tools and algorithm development.

🎯 Current Work

  • Improving atmospheric observations with edge computing, atmospheric data analysis, and innovative sensing technologies.
  • ARM radar value added products using polarimetry, doppler spectrum.
  • Improving urban flux measurements.

🌱 Learning

  • Self-supervised AI Architectures.
  • Eddy Covariance and 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)

πŸ™‹ Seeking Help

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

πŸ’¬ 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

Pinned Loading

  1. PyREClass PyREClass Public

    Classification of radar reflectivity data using Wavelet transform.

    Jupyter Notebook 4 4

  2. tobac-project/tobac tobac-project/tobac Public

    Tracking and object-based analysis of clouds

    Python 125 61

  3. tracR tracR Public archive

    tracR: An Adaptive Algorithm for Tracking Convection in 2-dimensional Data

    R 2

  4. REClass-Rpkg REClass-Rpkg Public

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

    R

  5. TINT TINT Public

    Forked from openradar/TINT

    TINT Is Not TITAN. Python code for tracking objects. Specifically storm cells.

    Python

  6. ARM-Development/sail-xprecip-radar ARM-Development/sail-xprecip-radar Public

    A repository for collaboration with ARM on the X-Band radar deployed to Colorado for SAIL

    Jupyter Notebook 12