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abhinav-spacedata/README.md

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πŸ›°οΈ Hi there, I'm Abhinav Chaudhari! 🌌🌍

Founder & Lead Researcher @ Earth-Space Analytics and Research Center (ESARC)

I am a Geospatial Data Scientist and Space Researcher bridging the gap between Astrophysics and Earth Observation. My work focuses on environmental resilience through satellite data and predictive modeling.


πŸ›  Technical Toolkit

Category Tools & Technologies
Astrophysics & Astronomy Astropy NASA Data SkyView
Programming Python NumPy
Geospatial & RS QGIS Google Earth Engine
Data Science Pandas Matplotlib

πŸš€ Featured Research Project

Delhi Urban Heat Island (UHI) Analysis & Prediction (2014-2045)

Using multi-spectral satellite imagery to simulate future thermal trends in urban environments.

πŸ”¬ Scientific Methods:

  • Astrophysical Imaging: Applying spectral decomposition and radiometry to Landsat 8/9 & Sentinel-2 data.
  • LULC Modeling: Advanced Land Use Land Cover classification using Machine Learning.
  • Predictive Simulations: Implementing Markov Chain Models and Transition Probability Matrices to forecast 2045 scenarios.
  • Thermal Analysis: Retrieving Land Surface Temperature (LST) through emissivity-based algorithms.

πŸ“¬ Let's Connect!

Feel free to reach out for research collaborations or data science discussions:

-🌐*Portfolio Website:* [Research Portal Under Construction]

πŸ“ Location: Delhi NCR, India | Available for Global Remote Research & Astrophysics Collaborations

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