Contiguous 48 states

Education and Research

Use of satellite and Earth observation imagery to identify fairy circles and other surface features that may indicate natural hydrogen seepage from underground deposits.

Powers predictive analytics, user segmentation, and workflow optimization within HubSpot's workspaces.

A machine learning research project to identify and map all solar panel installations across the contiguous 48 US states using artificial intelligence analysis of satellite imagery.

An AI-powered machine learning algorithm that analyzes satellite imagery to identify and map solar panel installations, providing GPS coordinates and size information for solar panels across the contiguous 48 US states.