NASA-developed AI Could Help Track Harmful Algae

NASA-developed AI Could Help Track Harmful Algae

NASA-developed AI Could Help Track Harmful Algae

https://www.nasa.gov/science-research/earth-science/nasa-developed-ai-could-help-track-harmful-algae/

Publish Date: 2026-05-20 13:39:00

Source Domain: www.nasa.gov

  • NASA scientists developed an artificial intelligence tool to detect harmful algal blooms detected in western Florida and Southern California.
  • Severe algal blooms pose health risks and costs the coastal economies millions of dollars annually.
  • Traditional methods for monitoring blooms are time-consuming and inefficient.
  • NASA’s new AI tool can utilize data from multiple satellites to detect blooms more effectively.
  • The AI tool uses a self-supervised machine learning system to learn and fuse data from diverse sources for better bloom detection.
  • The tool was successfully able to identify and map specific harmful algal blooms, including species like Karenia brevis.
  • The team behind it is aiming to improve and expand the tool’s application to help various sectors like aquaculture and tourism in the future.
  • The tool’s development utilizes NASA’s extensive satellite data and aims to provide actionable intelligence for decision-makers.