Using unmanned aerial systems for observations of water wave characteristics

IF 2.3 3区 工程技术 Q2 ENGINEERING, MECHANICAL Experiments in Fluids Pub Date : 2024-12-04 DOI:10.1007/s00348-024-03922-w
Vivek Bheeroo, Soo Bum Bae, Mu-Jung Lee, Scott A. Socolofsky, Kuang-An Chang
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Abstract

Dominant wave components within a wavefield play key hydrodynamic and morphodynamic processes. Herein, we present a method to detect and measure the parameters of these waves, such as their wavelength, propagation angle and period. Image sequences of the free surface are captured with the use of a commercial unmanned aerial system. A snapshot proper orthogonal decomposition analysis is then applied to the image sequence, and a 2D autocorrelation is performed on the resulting modes. By extracting the mode that is representative of the dominant wave signal, it is then possible to infer the wave properties of the dominant wave. The outlined procedure is applied to ocean swells, wind waves, free surface undulations along a river and propagating ship wakes. Our results demonstrate an improvement in the signal-to-noise ratio of the peak wave signal to ambient noise over the more widely used fast Fourier transform approach.

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利用无人机系统观测水波特性
波场中的主要波分量起着关键的水动力和形态动力作用。在此,我们提出了一种检测和测量这些波的波长、传播角和周期等参数的方法。使用商用无人机系统捕获自由表面的图像序列。然后对图像序列进行快照适当的正交分解分析,并对所得模式进行二维自相关。通过提取代表主导波信号的模态,就可以推断主导波的波动特性。概述的程序适用于海浪,风浪,沿河流的自由表面波动和传播的船舶尾迹。我们的结果表明,与更广泛使用的快速傅立叶变换方法相比,峰值波信号与环境噪声的信噪比有所改善。
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来源期刊
Experiments in Fluids
Experiments in Fluids 工程技术-工程:机械
CiteScore
5.10
自引率
12.50%
发文量
157
审稿时长
3.8 months
期刊介绍: Experiments in Fluids examines the advancement, extension, and improvement of new techniques of flow measurement. The journal also publishes contributions that employ existing experimental techniques to gain an understanding of the underlying flow physics in the areas of turbulence, aerodynamics, hydrodynamics, convective heat transfer, combustion, turbomachinery, multi-phase flows, and chemical, biological and geological flows. In addition, readers will find papers that report on investigations combining experimental and analytical/numerical approaches.
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