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비정형격자 기반 국지연안 파랑예측시스템 구축을 위한 예측정확도 및 모델성능 비교분석

Comparative Analysis of Forecasting Accuracy and Model Performance for Development of Coastal Wave Forecasting System Based on Unstructured Grid

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초록

전지구수치예보모델의 해상풍 예측자료를 기반으로 비정형격자의 국지연안 파랑예측시스템을 구축하고, 파랑모델의 수행성능 및 예측성능을 검증하였다. 기존의 정형격자는 복잡한 해안선과 연안지형에서의 파랑예측이 제한적이기 때문에 정밀한 국지연안 수치모의를 위해 비정형격자체계를 적용하고, 현업 예보 지원에 대한 적용가능성을검토하였다. 두 격자체계 모두 근해와 연안에서 유사한 예측경향을 보였고, 격자체계에 따른 예측오차의 차이도 크지 않았다. 또한 정형격자와 비교하여, 비정형격자의 모델수행시간이 동일한 조건에서 현저히 감소하는 것을 통해비정형격자 기반 파랑예측시스템의 현업 예보 지원에 대한 적용가능성을 확인하였다.

Abstract

We develop a coastal wave forecasting system by using the unstructured grid based on sea wind data of Global Data Assimilation and Prediction System. The verification is performed to examine the performance and accuracy of the wave model. Since the conventional grid has limited wave forecasting on complex coastlines and bathymetry, the unstructured grid system is applied for precise numerical simulation, and applicability for operational support is evaluated. Both grid systems show similar prediction trends in offshore and coastal areas, and the difference in prediction errors according to the grid system is not large. In addition, the applicability of the operational wave forecasting system is confirmed by dramatically reducing the model execution time of the unstructured grid under the same conditions.

참고문헌 (25)

  1. Abdolali, A., "Large-scale hurricane modeling using domain decomposition parallelization and implicit scheme implemented in WAVEWATCH III wave model", Coast. Eng., 157, pp.103656~ (2020)
  2. Allahdadi, M. N., "Development and validation of a regional-scale highresolution unstructured model for wave energy resource characterization along the US East Coast", Renew. Energy, 136, pp.500~511 (2019)
  3. Amrutha, M. M., "Wave hindcast studies using SWAN nested in WAVEWATCH III-comparison with measured nearshore buoy data offKarwar, eastern Arabian Sea", Ocean Eng., 119, pp.114~124 (2016)
  4. Ardhuin, F., "Semiempirical dissipation source functions for ocean waves. Part I: definition, calibration and validation", J. Phys. Oceanogr, 40(9), pp.1917~1941 (2010)
  5. Bakhtyar, R., "A new 1D", 2D coupled modeling approach for a riverine-estuarine system under storm events: Application to Delaware River Basin, 2020, pp.125, e2019JC015~
  6. Brus, S. R., "Unstructured global to coastal wave modeling for the Energy Exascale Earth System Model using WAVEWATCH III version 6.07", Geosci. Model Dev., 14(5), pp.2917~2938 (2021)
  7. Chen, S. S., "Directinal wind-wave coupling in fully coupled atmospherewave-ocean models: Results from CBLAST-Hurricane", J. Atmos. Sci., 70(10), pp.3198~3215 (2013)
  8. 도기덕, "기상청 현업 예보 바람자료를 이용한 동해안 동계 파랑 예측 재현도 연구", 한국해안·해양공학회논문집, 30(5), pp.223~233 (2018), 한국해안,해양공학회[DOI]
  9. Fan, Y., "ocean surface wave simulation using a coupled atmosphere-wave model", Clim, 25(18), pp.6233~6252 (2012)
  10. Li, J. -G., "Propagation of ocean surface waves on a spherical multiple-cell grid", J. Comput. Phys., 231(24), pp.8262~8277 (2012)
  11. Li, J. -G., "Hybrid multi-grid parallelisation of WAVEWATCH III model on spherical multiple-cell grids", J. Parallel Distrib. Comput., 167, pp.187~198 (2022)
  12. Lira-Loarca, A., "Wave modeling with unstructured mesh for hindcast, forecast and wave hazard applications in the Mediterranean Sea", Applied Ocean Research, 122, pp.103118~ (2022)
  13. Liu, Q., "Observation-based source terms in the third-generation wave model WAVEWATCH III: Updates and verification", J. Phys. Oceanogr., 49(2), pp.489~517 (2019)
  14. Mentaschi, L., "Assessment of global wave models on regular and unstructured grids using the Unresolved Obstacles Source Term", Ocean Dynamics, 70(11), pp.1475~1483 (2020)
  15. Moghimi, S., "Development of an ESMF based flexible coupling application of ADCIRC and WAVEWATCH III for high fidelity coastal inundation studies", J. Mar. Sci. Eng., 8(5), pp.308~ (2020)
  16. 박종숙, "전지구 파랑 예측시스템의 민감도 분석", 한국해안·해양공학회논문집, 24(5), pp.333~342 (2012), 한국해안,해양공학회[DOI]
  17. Rogers, W. E., "Observationconsistent input and whitecapping dissipation in a model for wind-generated surface waves: Description and simple calculations", J. Atmos. Ocean. Technol., 29(9), pp.1329~1346 (2012)
  18. 노민, "초단기 파랑예측시스템 구축 및 예측성능 검증", 한국해안·해양공학회논문집, 32(5), pp.340~350 (2020), 한국해안,해양공학회[DOI]
  19. Roland, A., "A fully coupled 3D wave‐current interaction model on unstructured grids", J. Geophys. Res. Oceans, 117(C11), pp.C00J33~ (2012)
  20. Theurich, G., "The earth system prediction suite : Toward a coordinated US modeling capability", Bull. Am. Meteorol. Soc., 97(7), pp.1229~1247 (2016)
  21. Tolman, H. L., "Distributed-memory concepts in the wave model WAVEWATCH III", Parallel Comput, 28(1), pp.35~52 (2002)
  22. Tozer, B., "Global bathymetry and topography at 15 arc sec : SRTM15+", Earth and Space Science, 6(10), pp.1847~1864 (2019)
  23. WAVEWATCH III Development Group, "User Manual and System Documentation of WAVEWATCH III Version 6.07", 250~ (2019)
  24. Zheng, Z., "Wave forecasting within a port using WAVEWATCH III and artificial neural networks", Ocean Eng., 255, pp.111475~ (2022)
  25. Zieger, S., "Observation-based source terms in the third-generation wave model WAVEWATCH", Ocean Model., 96(1), pp.2~25 (2015)

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