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
Qunying’s AGU Abstracts
Wildfire Burn Severity Assessment with Deep Learning and Bi-Temporal Sentinel-2 Imagery
DIGITAL TWIN AND RAPID WILDFIRE DETECTION, PROGRESSION PREDICTION, AND IMPACT ASSESSMENT III ORAL
natural hazards | 12 december 2024
Qunying Huang, Mingda Wu, Tang Sui
Wildfires pose significant risks to ecosystems and human societies, making the precise and timely assessment of wildfire damage essential for effectiv...
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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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Volunteer Experience
2023 - 2024
Member
Natural Hazards Section Award for Graduate Research Committee
2023 - 2024
Member
Natural Hazards Section Awards Committee
2022 - 2024
Member
Natural Hazards Mitigation Award Committee