Integrated Road Networks

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Abstract

Australia’s road network faces growing distress from extreme rainfall, heat, heavy freight. A siloed view misses interactions that drive failures like rutting, cracking, and pavement moisture damage. We are working on an integrated approach fuses climate, traffic, soil mechanics, AI and monitoring data to provide a shared context for each segment, enabling earlier detection, targeted maintenance, and more resilient design.

Publications & Repositories

Technologies

Python Chart.js Open‑Meteo CSV Time‑series Analysis Geospatial Preprocessing
Weather
Traffic
Model

Climate & Traffic

Daily rainfall (mm)
Temperature (°C)
Max wind gust (km/h)
Traffic Flow Index