Publications by authors named "Cong Quan Nguyen"
Sci Total Environ
February 2024
Article Synopsis
- - Landslides threaten lives and infrastructure in mountainous areas, and monitoring them in real-time can be challenging and costly due to harsh conditions.
- - This study developed deep learning models to automatically detect landslide traces using Sentinel-2 satellite images, focusing on three U-shaped architectures: U-Net, U2-Net, and U-Net3+.
- - The U-Net model with a 32 × 32 input size achieved a high detection accuracy of 97%, allowing for better monitoring of landslide risks and providing timely warnings to local communities about potential flash floods during wet seasons.
