Saro Lee

Chapman University — United States

Environmental Science · Physical Sciences

92h-index27.1kcitations301works2.12yr avg
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Research Topics

Landslides and related hazards(160), Flood Risk Assessment and Management(128), Fire effects on ecosystems(49), Geotechnical Engineering and Analysis(48), Hydrology and Watershed Management Studies(46)

Publications301 total

A probabilistic deep learning framework for retrieving chlorophyll-a from hyperspectral imagery: Integrating channel attention and mixture density networks
Ecological Informatics·2026Open Access
The world's largest saddle dam at risk: Multisensor geohazard analysis and downstream impacts
International Journal of Disaster Risk Reduction·2026Open Access
PERMA-guided multi-topology graph neural networks for cross-cultural student well-being prediction
PLoS ONE·2025Open Access
An Explainable Geospatial Artificial Intelligence Approach for Spatiotemporal Assessment of Climate Change Effects on Landslide Susceptibility
Earth Systems and Environment·2025
Groundwater Potential Map Data of Cheongju Area Using Probabilistic Methods
GEO DATA·2025Open Access
Ground Subsidence in South Korea and Limitations of its Management System
Korean Society of Hazard Mitigation·2025Open Access
Deep learning-enhanced geospatial modeling for indoor radon mapping in Jeollabuk-do, South Korea
Geomatics Natural Hazards and Risk·2025· 1 citedOpen Access
A Multi-Pass Large Language Model Framework for Precise and Efficient Radiology Report Error Detection
arXiv (Cornell University)·2025Open Access
Flood Susceptibility Map Data of Jeju Island Using Probabilistic Methods
GEO DATA·2025Open Access
Enhancing snow avalanche susceptibility assessment with meta-heuristic optimization and deep learning algorithms
International Journal of Environmental Science and Technology·2025
AI-Driven Geospatial Analysis of Indoor Radon Levels: A Case Study in Chungcheongbuk-do, South Korea
Earth Systems and Environment·2025· 3 cited
Development of an advanced numerical simulation program considering debris flow and driftwood behavior
Environmental Modelling & Software·2025
Microbial biopolymer-based soil treatment (BPST) effectiveness on the soil hydraulic erosion reduction assessed via laboratory to field scale methods
2024
CiROCCO system architecture design and technical specifications
Zenodo (CERN European Organization for Nuclear Research)·2024Open Access
CiROCCO system architecture design and technical specifications
Zenodo (CERN European Organization for Nuclear Research)·2024Open Access
Flood susceptibility mapping of Cheongju, South Korea based on the integration of environmental factors using various machine learning approaches
Journal of Environmental Management·2024· 20 cited
Mapping Indoor Radon Concentrations in Chungcheongbuk-do, South Korea: A Geospatial Analysis using Machine Learning Models
2024Open Access
Land subsidence susceptibility mapping based on InSAR and a hybrid machine learning approach
The Egyptian Journal of Remote Sensing and Space Science·2024· 19 citedOpen Access
Change detection-based potential landslides in three prone areas of South Korea
Figshare·2024Open Access
Improving landslide susceptibility mapping using integration of ResU-Net technique and optimized machine learning algorithms
Elsevier eBooks·2024· 2 cited
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Frequent Co-authors

Biswajeet Pradhan(14), Mahdi Panahi(7), Khabat Khosravi(5), Binh Thai Pham(5), Kyungduck Min(4), Hyun‐Joo Oh(4), Hyung-Sup Jung(4), Fatemeh Rezaie(4), Jaewon Choi(4), Himan Shahabi(4), Joong‐Sun Won(3), Hamid Reza Pourghasemi(3), Chang-Wook Lee(3), Omid Rahmati(3), Yong-Sung Kim(2), Sunmin Lee(2), Jeong-Cheol Kim(2), Moung-Jin Lee(2), Joo‐Hyung Ryu(2), Abolfazl Jaafari(2)