improving the accuracy and speed of disaster related data

Disaster AI is an advanced technology laboratory formed to speed the development of tools and processes utilizing Advanced Computing, Big Data, and Artificial Intelligence. Disaster AI is focused on improving the accuracy of disaster related data, weather forecasts, etc., while also bringing more usable information to those who need it to make critical decisions.

DSOC is leading the AI innovation space for advanced applications in meteorology, disaster preparedness, and emergency management. As such, DSOC serves as Kentucky’s primary hub for disaster resilience, research, and decision support.

Kentucky County Hazard Maps

This app shows 7 maps for Kentucky counties:

  • Overall Multi-Hazard map using a stoplight scale (White / Green / Yellow / Red)
  • 6 hazard-specific maps with random scores, using hazard-representative color ramps

https://kentuckythreatmap.streamlit.app/

Historical Flood Events Story Map — Kentucky

Explore major Kentucky floods with a timeline, map, and event context.

  • Event Overview
  • Impacts
  • River Crests
  • Historical Photos

https://dsochistoricalkyfloods.streamlit.app/

Flash Flood Warning & Rainfall Tracker

Overlay of active NWS Flash Flood Warnings with MRMS radar-estimated precipitation (1-hour and 24-hour). Filter by county/state to zero in on potential hotspots.

  • 1 -hour rainfall capacity
  • 24 -hour rainfall capacity

https://dsocflashfloodwarningrainfallapp.streamlit.app/