Abstract: With the rapid development of artificial intelligence (AI) technology represented by deep learning, AI empowered remote sensing technology has shown broad application prospects in the field of flood prevention. This paper discusses the latest progress of AI enabled remote sensing in flood monitoring, early warning, and post disaster assessment, analyzes its advantages over traditional remote sensing technology in multi-source data fusion, intelligent processing, and automated decision support, and demonstrates the potential application of AI enabled remote sensing technology in flood prevention. Finally, the direction and challenges of future research were pointed out in order to provide reference for the intelligent development of flood prevention.