DOI QR코드

DOI QR Code

Automatic Detection and Analysis of Rip Currents at Haeundae Beach using X-band Marine Radar

항해용 X-band 레이다를 이용한 해운대해수욕장 이안류 자동탐지 및 특성 분석

  • Oh, Chanyeong (Institute of Construction & Environmental Research Handong Global University) ;
  • Ahn, Kyungmo (School of Spatial Environment System Engineering, Handong Global University) ;
  • Cheon, Se-Hyeon (Department of Ocean, Earth and Atmospheric Sciences, Old Dominion University)
  • Received : 2019.12.11
  • Accepted : 2019.12.26
  • Published : 2019.12.31

Abstract

The observation system has been developed to investigate the rip currents at Haeundae beach using X-band marine radar. X-band radar system can observe shape, size, and velocity of rip currents, which is difficult to obtain through field observation by conventional device. Algorithms which automatically detect locations, shapes, and magnitudes of rip currents were developed using time averaged X-band radar sea clutter images. X-band sea clutter images are transformed through 3D FFT into 2D wave number spectrum and frequency spectrum. Rip current velocities were estimated using differences in wave-number spectra and wave frequency spectra due to Doppler shift. The algorithm was verified by drift experiments. At Haeundae beach, the radar system exactly located the rip currents and found to be sustained for 1-2 days at fixed locations.

본 연구진에서 개발한 항해용 X-band 레이다를 이용한 파랑 및 이안류 관측 시스템을 해운대 해수욕장에 설치하여 이안류를 관측하였다. 기존 이안류 현장관측 방법으로는 측정하기 어려운 이안류의 형태와 크기 및 유속을 X-band 레이다 영상분석을 통해 관측하였다. 본 연구에서는 시간평균한 X-band 레이다 영상으로부터 이안류 발생위치와 크기 및 형태를 자동탐지하는 알고리즘을 개발하였다. X-band 레이다 영상을 3차원 푸리에 변환하고, 도플러 유속이 포함된 분산방정식 조건으로 이안류 유속을 계산하였다. X-band 레이다 영상분석을 통한 이안류 발생위치와 유속 계산 기법은 표류부이 실험으로 검증하였다. 해운대 해수욕장 이안류 조사 결과 한번 발생한 이안류는 1~2일 동안 지속되며, 발생위치가 크게 바뀌지 않는 것이 관찰되었다.

Keywords

References

  1. Ahn, K., Oh, C.Y. and Chun, H. (2015). Algorithm for detection of current and water-depth using X-band marine radar. Procedia Engineering, 116, 818-823. https://doi.org/10.1016/j.proeng.2015.08.369
  2. Alpers, W. and Hasselmann, K. (1982). Spectral signal to clutter and thermal noise properties of ocean wave imaging synthetic aperture radars. International Journal of Remote Sensing, 3(4), 423-446. https://doi.org/10.1080/01431168208948413
  3. Canny, J. (1986). A computational approach to edge detection. IEEE Transactions on Pattern Analysis and Machine Intelligence, 6, 679-698. https://doi.org/10.1109/TPAMI.1986.4767851
  4. Choi, J., Park, W.K., Bae, J.S. and Yoon, S.B. (2012). Numerical study on a dominant mechanism of rip current at Haeundae beach: Honeycomb pattern of waves. The Journal of the Korean Society of Civil Engineers, 32(5B), 321-329 (in Korean). https://doi.org/10.12652/Ksce.2012.32.5B.321
  5. Choi, J. (2014). Study of rip current warning index function according to real-time observations at Haeundae beach in 2012. The Journal of the Korean Society of Civil Engineers, 34(4), 1191-1201 (in Korean). https://doi.org/10.12652/Ksce.2014.34.4.1191
  6. Dankert, H. and Rosenthal, W. (2004). Ocean surface determination from X‐band radar‐image sequences. Journal of Geophysical Research: Oceans, 109(C4).
  7. Haller, M.C., Honegger, D. and Catalan, P.A. (2013). Rip current observations via marine radar. Journal of Waterway, Port, Coastal, and Ocean Engineering, 140(2), 115-124. https://doi.org/10.1061/(ASCE)WW.1943-5460.0000229
  8. Hessner, K., Reichert, K., Borge, J.C.N., Stevens, C.L. and Smith, M.J. (2014). High-resolution X-band radar measurements of currents, bathymetry and sea state in highly inhomogeneous coastal areas. Ocean Dynamics, 64(7), 989-998. https://doi.org/10.1007/s10236-014-0724-7
  9. Kim, I.C., Lee, J.Y. and Lee, J.L. (2011). Generation mechanism and numerical simulation of rip current at Haeundae beach. Journal of Korean Society of Coastal and Ocean Engineer, 23(1), 70-78 (in Korean). https://doi.org/10.9765/KSCOE.2011.23.1.070
  10. Nieto Borge, J., Rodrlguez, G.R., Hessner, K. and Gonzalez, P.I. (2004). Inversion of marine radar images for surface wave analysis. Journal of Atmospheric and Oceanic Technology, 21(8), 1291-1300. https://doi.org/10.1175/1520-0426(2004)021<1291:IOMRIF>2.0.CO;2
  11. Park, W.K. (2013). Generation Mechanism and Characteristics of Rip Current at Haeundae Beach. Thesis of doctoral dissertation. Hanyang Univ. (in Korean).
  12. Takewaka, S. and Yamakawa, T. (2011). Rip current observation with X-band radar. Coastal Engineering Proceedings, 1(32), 43.
  13. Yoon, S.B., Kwon, S.J., Bae, J.S. and Choi, J. (2012). Investigation of characteristics of rip current at Haeundae beach based on observation analysis and numerical experiments. The Journal of the Korean Society of Civil Engineers, 32(4), 243-251 (in Korean). https://doi.org/10.12652/Ksce.2012.32.4B.243
  14. Young, I.R., Rosenthal, W. and Ziemer, F. (1985). A three‐dimensional analysis of marine radar images for the determination of ocean wave directionality and surface currents. Journal of Geophysical Research: Oceans, 90(C1), 1049-1059. https://doi.org/10.1029/JC090iC01p01049