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  • A34C: Extreme Weather and Climate in Urban Areas: Physical Modeling, AI/ML Approaches, and Digital Twins for Social Impacts and Mitigation II Oral
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Primary Convener:
Ashish Sharma, University of Illinois System

Convener:
Fei Chen, National Center for Atmospheric Research
Donald Wuebbles, University of Illinois at Urbana Champaign

Early Career Convener:
Peiyuan Li, Arizona State University

Chair:
Fei Chen, National Center for Atmospheric Research
Donald Wuebbles, University of Illinois at Urbana Champaign
Peiyuan Li, Arizona State University
Jiali Wang, Argonne National Laboratory

Urban areas are increasingly vulnerable to large-scale weather events like storms, heat waves, and flooding, which pose significant risks to health, energy, infrastructure, and security. This session seeks submissions that utilize physical modeling, advanced observational techniques, artificial intelligence (AI), and machine learning (ML) to better understand these challenges and inform robust policy responses. The focus areas include: (i) Modeling extreme events—using physical models and AI/ML to explore the links between extreme weather, air pollution, and urbanization.; (ii) Impacts of extremes—analyzing effects of severe weather on human health, air quality, energy systems, and the urban hydrological cycle through modeling and risk analysis techniques; (iii) Strategies for mitigation and adaptation—developing physics-based and ML-informed models to tackle future climate shifts and inform urban planning; (iv) Interdisciplinary solutions—creating cross-sector modeling strategies to enhance resilience. (v) Digital twins for climate resilience—employing digital twin platforms for real-time urban condition monitoring and scenario planning, and emergency preparedness.

Index Terms
0345 Pollution: urban and regional
3307 Boundary layer processes
3355 Regional modeling
1631 Land|atmosphere interactions

Co-Sponsored Sessions:
AMS: American Meteorological Society
WCRP: World Climate Research Programme

Cross-Listed:
GH - GeoHealth
H - Hydrology
GC - Global Environmental Change

Neighborhoods:
3. Earth Covering

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