QH
Member Since 2015
Qunying Huang
Associate professor, University of Wisconsin Madison
Professional Experience
University of Wisconsin Madison
Associate professor
2013 - Present
Education
George Mason University Fairfax
Doctorate
Current Roles
Member
Natural Hazards Section Awards Committee
Member
Natural Hazards Mitigation Award Committee
Member
Natural Hazards Section Award for Graduate Research Committee
AGU Abstracts
Empowering Wildfire Damage Assessment with Bi-temporal Sentinel-2 Data and Deep Learning
EMPOWERING RESILIENCE TO CLIMATIC AND ENVIRONMENTAL HAZARDS THROUGH GEOSPATIAL DATA SCIENCE I ORAL
natural hazards | 12 december 2023
Qunying Huang, Mingda Wu, Tang Sui
Wildfires have profound implications, leading to extensive destruction and significant threats to both the natural environment and human society. Effi...
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Knowledge-Informed Machine Learning for Real-time Flood Mapping with High-Resolution PlanetScope Imagery
COMMERCIAL EARTH OBSERVATION DATA: RESEARCH AND APPLICATIONS III POSTER
earth and space science informatics | 15 december 2022
Bo Peng, Qunying Huang
Modern data-driven machine learning approaches (especially deep neural networks) have proved to be powerful for flood mapping. The main bottleneck is ...
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Big Data and GeoAI for Natural Hazards
APPLICATIONS OF AI/ML USING REMOTE SENSING, SOCIAL SENSING, AND MODEL DATA TO STUDY HAZARD I ORAL
natural hazards | 15 december 2022
Qunying Huang, Bo Peng, Meiliu Wu, Jirapa Vongkuso...
Real-time big data streams, generated from both static and dynamic sources, such as remote sensing, unmanned aerial systems and social media, offer ex...
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Volunteer History
2022 - 2024
Member
Natural Hazards Mitigation Award Committee
2023 - 2024
Member
Natural Hazards Section Awards Committee
2023 - 2024
Member
Natural Hazards Section Award for Graduate Research Committee