摘要
随着以深度学习为代表的人工智能(AI)技术的快速发展,AI赋能的遥感技术在防汛领域展现出广阔的应用前景。探讨了AI赋能遥感在洪水监测、预警和灾后评估等方面的最新进展,分析了其在多源数据融合、智能化处理和自动化决策支持等方面的相较于传统遥感技术的优势,展示了AI赋能的遥感技术在防汛中的应用潜力。最后,指出了未来研究的方向和挑战,以期为防汛领域的智能化发展提供参考。
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.
作者
李鑫
吕鑫
李涛
LI Xin;LYU Xin;LI Tao(College of Computer Science and Software Engineering,Hohai University,Nanjing 211100;Key Laboratory of Water Big Data Technology of Ministry of Water Resources,Hohai University,Nanjing 211100;Information Engineering Center,Yellow River Institute of Hydraulic Research,Yellow River Conservancy Commission,Zhengzhou 450003;Henan Engineering Research Center for Smart Water Conservancy,Yellow River Institute of Hydraulic Research,Yellow River Conservancy Commission,Zhengzhou 450003)
出处
《中国防汛抗旱》
2025年第9期1-7,30,I0005,共9页
China Flood & Drought Management
基金
国家重点研发计划项目(2024YFC3210801、2023YFC3209301、2023YFC3209201)
国家自然科学基金项目(62401196)。
关键词
人工智能
遥感技术
防汛应用
artificial intelligence(AI)
remote sensing technique
flood prevention application
