Idea: "Geo-Sentient Routes" A Real-Time Risk-Aware Navigation System for Cyclists Using GIS and Environmental Sensors
Develop a GIS-based system that integrates real-time environmental sensor data (e.g., light levels, air quality, noise, and vehicle density) with spatial risk mapping to create dynamic, personalized navigation routes for cyclists — routes that adapt based not only on shortest distance but on moment-by-moment safety and comfort factors.
