Rapid and large-scale mapping of flood inundation via integrating spaceborne synthetic aperture radar imagery with unsupervised deep learning
Xin Jiang, Shijing Liang, Xinyue He, Alan D. Ziegler, Peirong Lin, Ming Pan, Dashan Wang, Junyu Zou, Dalei Hao, Ganquan Mao, Yelu Zeng, Jie Yin, Lian Feng, Chiyuan Miao, Eric F. Wood, Zhenzhong Zeng
Topics & Concepts
Synthetic aperture radarFlood mythRemote sensingLand coverComputer scienceDeep learningSatellite imageryConvolutional neural networkSegmentationArtificial intelligenceGeologyLand useGeographyArchaeologyEngineeringCivil engineeringFlood Risk Assessment and ManagementTropical and Extratropical Cyclones ResearchSynthetic Aperture Radar (SAR) Applications and Techniques