基于皮尔森相关系数约束的联合地声逆转
Jiaqi Ding1, Xiaofeng Zhao1, Pinglv Yang1
1College of Meteorology and Oceanography, National University of Defense Technology, Changsha, 410073, Chinadingjiaqi@nudt.edu.cn, zhaoxiaofeng@nudt.edu.cn, ypl@nudt.edu.cn.
JASA express letters
|October 11, 2023
概括
这项研究引入了一种联合的地声逆转方法,使用皮尔森相关性来提高准确性. 该技术增强了地球声学倒置性能,并减少了不确定性,优于单独的方法.
科学领域:
- 海洋声学 海洋声学
- 地质物理的反转.
背景情况:
- 地声逆转对于了解海底至关重要.
- 现有的方法通常在准确性和不确定性量化方面存在局限性.
研究的目的:
- 开发和验证一个联合的地球声学倒置方法.
- 为了提高性能和减少地声逆转的不确定性.
主要方法:
- 模态组速度分散和波形幅度的联合反转.
- 纳入了皮尔森相关性约束.
- 探索瓦瑟斯坦度量和与L2标准进行比较.
主要成果:
- 与单独的反转相比,联合反转方法在较小的不确定性下显示出更好的性能.
- 数字模拟验证了拟议方法的有效性.
- 使用遗传算法对联合反向收的定性表示.
结论:
- 拟议的联合地声逆转方法提供了更高的准确性和更低的不确定性.
- 瓦瑟斯坦指标显示出作为一个强大的不适应措施的潜力.
- 该方法对于分析模拟声学数据是有效的.
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