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Scipy 2021: Predicting the economic impact of COVID-19 using real-time images from space

Presentation and Brief Tutorial on using VIIRS data for predicting the GDP of NY, CT and Massachusetts.

PART I

  • Overview: Using Night-Lights (NTL) to predict the economic impact of COVID in India - 15m
  • Overview of Night Lights
  • COVID-19 and the Indian economy
  • Using NTL to predict economic impact
  • Results

PART II

  • Step-by-Step Tutorial - 10m
  • Obtaining Data from NASA & other sources
  • Processing Geospatial NTL data at scale
  • Statistical Analysis & Inference