This Is Fine
byrbhughes
0Monitors wildfires and assesses risk by integrating satellite thermal anomalies, weather indices, and air quality data.
소개
This Is Fine is an AI-powered wildfire monitoring system that integrates multiple real-time data sources, including NASA FIRMS satellite thermal anomalies, NOAA fire weather indices, EPA AirNow air quality data, and PurpleAir PM2.5 sensors. It provides a comprehensive solution for assessing and visualizing fire risk across the continental United States, featuring an innovative natural language interface that allows users to query fire data conversationally with local LLMs, and includes advanced features like industrial heat source filtering and interactive visualizations.
주요 기능
- Real-time Fire Detection via NASA FIRMS satellite data
- Weather Integration with NOAA National Weather Service API for risk scoring
- Air Quality Monitoring using EPA AirNow and PurpleAir sensor networks
- Natural Language Interface for conversational data querying with local LLMs
- ML-based Industrial Filtering to remove false positives from heat sources
- 0 GitHub stars
사용 사례
- Emergency management for real-time fire tracking and resource allocation
- Research and analysis of historical fire patterns and weather correlations
- Public information dissemination for community fire awareness and smoke exposure tracking
Sponsored