模拟风和波引起多普勒转移的模拟模型用于多频段雷达及其在基于SAR的海洋电流逆转中的应用
Zhenyong Guan1, Yubin Zhang1,2, Xiaoliang Chu1,2
1College of Information Science and Engineering, Ocean University of China, Qingdao 266100, China.
Sensors (Basel, Switzerland)
|February 27, 2026
概括
一个新的模型准确地预测了多个雷达频段的风和波引起的多普勒转移 (WDS),改善了从合成孔径雷达 (SAR) 数据中获取海洋电流的情况. 这种进步提高了海洋学测量的准确性.
科学领域:
- 海洋学 海洋学 海洋学
- 遥感 遥感 遥感 遥感
- 电磁学 电磁学 电磁学 电磁学
背景情况:
- 风和波引起的多普勒转移 (WDS) 影响合成光圈雷达 (SAR) 海洋电流检索精度.
- 现有的WDS研究主要集中在C频段,限制了多频段的适用性.
- 了解WDS因素对于提高当前反转精度至关重要.
研究的目的:
- 开发一个适用于多个雷达频段的多功能WDS模拟模型.
- 调查雷达参数和风力强迫对WDS的影响.
- 使用SAR数据提高海洋表面电流检索准确度.
主要方法:
- 模拟了海洋表面的高度,速度和雷达反射,包括破浪.
- 开发了一个基于Chapron的多普勒转移理论的WDS模拟模型.
- 对CDOP,KaDOP和KuMOD模型进行了验证,并将其应用于Sentinel-1数据.
主要成果:
- 拟议的模型准确地预测了C,Ka和Ku频段的WDS,与现有模型有很高的相关性.
- 模型性能通过低平均偏差,平均绝对误差和跨带根-平均平方误差来验证.
- 使用该模型获取海洋电流的准确性与既有方法相比较.
结论:
- 开发的WDS模型有效地预测多频段SAR数据的多普勒转移.
- 该模型展示了各种雷达参数和风状况的适用性.
- 该模型显示了利用多频段雷达数据提高海洋电流检索精度的巨大潜力.
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