Research
Selected Grants
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PI: Near-Real-Time Flood Monitoring in Cloud-Prone Areas Incorporating Multi-Sensor Satellite Imagery, The Hong Kong Polytechnic University, HKD 730,800, 02/2024-01/2026. (Terminated)
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PI: Intelligent Reconstruction and Fusion of Multisource Remote Sensing Data for High-resolution Dynamic Land Use Mapping, The Hong Kong Polytechnic University, HKD 250,000, 09/2022-04/2025.
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Co-I: A GeoAI Framework for Urban Flood Hazard Monitoring, Risk Assessment, and Scenario-based Projection, The Hong Kong Polytechnic University, HKD 1,600,000, 06/2022-05/2025.
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PI: Thick Cloud Processing Methods for Time-series Remote Sensing Images in Tensor Space, National Natural Science Foundation of China (NSFC), CNY 300,000, 01/2022-12/2024.
Research Interests
My research primarily focuses on Remote Sensing of Cloudy and Rainy Environments, leveraging big Earth observation data and geospatial artificial intelligence (GeoAI) to tackle environmental and climate change challenges, particularly in tropical and subtropical regions with frequent cloud cover and heavy rainfall. This research aims to develop innovative solutions for environmental monitoring, disaster management, and sustainable development. My current research interests include but are not limited to the following:
