• 제목/요약/키워드: Typhoons

검색결과 549건 처리시간 0.025초

딥러닝을 이용한 연안방재 시스템 구축에 관한 연구 (Study of the Construction of a Coastal Disaster Prevention System using Deep Learning)

  • 김연중;김태우;윤종성;김명규
    • 한국해양공학회지
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    • 제33권6호
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    • pp.590-596
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    • 2019
  • Numerous deaths and substantial property damage have occurred recently due to frequent disasters of the highest intensity according to the abnormal climate, which is caused by various problems, such as global warming, all over the world. Such large-scale disasters have become an international issue and have made people aware of the disasters so they can implement disaster-prevention measures. Extensive information on disaster prevention actively has been announced publicly to support the natural disaster reduction measures throughout the world. In Japan, diverse developmental studies on disaster prevention systems, which support hazard map development and flood control activity, have been conducted vigorously to estimate external forces according to design frequencies as well as expected maximum frequencies from a variety of areas, such as rivers, coasts, and ports based on broad disaster prevention data obtained from several huge disasters. However, the current reduction measures alone are not sufficiently effective due to the change of the paradigms of the current disasters. Therefore, in order to obtain the synergy effect of reduction measures, a study of the establishment of an integrated system is required to improve the various disaster prevention technologies and the current disaster prevention system. In order to develop a similar typhoon search system and establish a disaster prevention infrastructure, in this study, techniques will be developed that can be used to forecast typhoons before they strike by using artificial intelligence (AI) technology and offer primary disaster prevention information according to the direction of the typhoon. The main function of this model is to predict the most similar typhoon among the existing typhoons by utilizing the major typhoon information, such as course, central pressure, and speed, before the typhoon directly impacts South Korea. This model is equipped with a combination of AI and DNN forecasts of typhoons that change from moment to moment in order to efficiently forecast a current typhoon based on similar typhoons in the past. Thus, the result of a similar typhoon search showed that the quality of prediction was higher with the grid size of one degree rather than two degrees in latitude and longitude.

2004~2006년 대한해협 동쪽을 통과한 태풍들에 의한 폭풍파 관측 (Measurements of Storm Waves Generated by Typhoons Passed through Eastside of Korea Strait from 2004 to 2006)

  • 정원무;김상익;백원대;오상호
    • 한국해안·해양공학회논문집
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    • 제26권2호
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    • pp.65-71
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    • 2014
  • 최근 우리나라에는 거의 매년 대형 태풍이 내습하였으며 이로 인해 직 간접적으로 많은 피해가 발생하였다. 그러나 태풍의 내습 시 태풍의 외해 진입경로에서 파랑 및 바람자료를 확보한 사례는 매우 드물며 이로 인해 태풍파 모델링의 보정 및 검증자료 확보에 어려움을 겪고 있는 실정이다. 본 논문은 기상청과 한국해양과학기술원에서 2004~2006년에 내습한 태풍 송다, 나비, 산산으로 인한 폭풍파들을 관측한 기록들을 종합하여 제공함으로써 태풍파 수치모델링 관련 연구자들에게 도움이 되도록 하였다. 태풍 나비와 산산의 진행경로가 대한해협보다 동쪽이었음에도 불구하고 거제도 동쪽에 위치한 남형제도에서 유의파고 8.3 m가 관측되었으며, 특히 영일만방파제 전면 1.4 km 지점에서는 두 태풍 모두 기록적인 유의파고 12.2 m가 관측되었다. 한편, 거제도의 해양기상부이와 남형제도의 파향 파고계로 취득된 자료들의 비교 결과 최대파고는 유사하였으나 유의파고는 상당한 차이를 나타냈다.

태풍 경로에 따른 제주 우도수로에서의 해류와 파랑 특성 변화 (Changes of Current and Wave Patterns Depending on Typhoon Pathways in a Shallow Channel between Jeju and Udo Island)

  • 홍지석;문재홍;윤석훈;윤우석
    • Ocean and Polar Research
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    • 제43권4호
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    • pp.205-217
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    • 2021
  • A shallow channel between Jeju and Udo Islands, which is located in the northeastern Jeju Island, is influenced by storm- or typhoon-induced currents and surface waves as well as strong tidal currents. This study examines the typhoon-induced current and wave patterns in the channel, using Acoustic Doppler Current Meter (ADCP) measurements and an ocean-wave coupled modeling experiment. Three typhoons were chosen - Chaba (2016), Soulik (2018), and Lingling (2019) - to investigate the responses of currents and waves in their pathways. During the pre-typhoon periods, dominant northward flow and wave propagation were observed in the channel due to the southeasterly winds before the three typhoons. After the passage of Chaba, which passed over the eastern side of Jeju Island, the northward flow and wave propagation were totally reversed to the opposite direction, which was attributed to the strong northerly winds on the left side of the typhoon. In contrast, in the cases of Soulik and Lingling, which passed over the western side of Jeju Island, strong southerly winds on the right side of the typhoons continuously intensified the northward current and wave propagation in the channel. The model-simulated current and wave fields reasonably coincided with observational data, showing southward/northward flow and wave propagation in response to the right/left side of the typhoon pathways. Typhoon-induced downwind flows, and surface waves could enhance up to 2m/s and 3m due to the strong winds that lasted for more than 12 hours. This suggests that the flow and wave patterns in the Udo channel are highly sensitive to the pathway of typhoons and accompanying winds; thus, this may be a crucial factor with regard to the movement of seabed sediments and subsequent coastal erosion.

서해안의 태풍해일특성과 고극조위 (Typhoon-Surge Characteristics and the Highest High Water Levels at the Western Coast)

  • 강주환;김양선
    • 한국해안·해양공학회논문집
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    • 제31권2호
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    • pp.50-61
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    • 2019
  • 서해안 지역에서 대형태풍에 의한 해일유형을 세 가지로 구분한 후 그 특성을 고찰하였다. 태풍 OLGA(9907)와 KOMPASU(1007)가 대표적인 첨두형 태풍인데 빠른 이동속도로 서해안에 근접하여 통과한 태풍으로 최대해일고 발생이 조시와는 무관한 특성을 보인다. 반면 태풍 PRAPIROON(0012)과 BOLAVEN(1215) 등은 대표적인 지속형으로서 느린 이동속도로 서해안에서 이격하여 통과한 태풍이며 주로 저조시에 최대해일고가 발생하는 조석변조해일 특성을 보인다. 한편 태풍 MUIFA(1109)와 WINNIE(9713)의 경우 지속형으로 구분될 수는 있지만, 외부에서 전파되어 온 해일유형으로 구분되어 조석변조해일 특성은 보이지 않는다. 이러한 해일유형을 토대로 서해안 지역에서 고극조위가 발생하는 패턴을 구분한 결과 현재까지 해면고가 가장 높았던 경우는 태풍 WINNIE(9713)와 같은 전파형의 크지 않은 해일고가 백중사리의 높은 조위조건과 겹쳐 발생한 경우였다. 향후 높은 조위조건에 첨두형 태풍이 겹칠 경우 전무후무한 고극조위가 발생할 수 있을 가능성이 다소 낮은 확률로 존재한다. 그러나 대부분의 대형태풍이 저조시에 최대해일고가 발생하는 지속형임을 감안하면 저조시 크게 나타난 해일고를 단순히 약최고고조위에 가산하여 설계조위를 산정하는 설계법은 과다설계의 우려가 크다. 태풍해일 수치모의를 통해 극치해면고를 산정할 경우에도 가급적 다양한 조위조건을 함께 부여하여 조석-해일 비선형성이 재현되도록 해야 하며, 태풍의 이동속도와 최근접거리에 따른 해일특성에 대한 변화양상을 주의 깊게 고찰하여야 한다.

A Study on the 3D Visualization of Typhoons Using the COMS Data

  • Kim, Tae-Min;Choi, Jin-Woo;Park, Jin-Woong;Kim, Hyo-Min;Oh, Sung-Nam;Yang, Young-Kyu
    • 대한원격탐사학회지
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    • 제27권6호
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    • pp.753-760
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    • 2011
  • The satellite Chollian was successfully launched on June 27, 2010 and is expected to perform its communication, oceanographic, and meteorological duties for seven years. The follow-up launch of the Chollian satellite is already being planned, and diverse studies are under way to enable the use of the Korean satellite data. Studies are also being actively conducted in and out of Korea to visualize the meteorological data on the open-source virtual globes. The meteorological data include ground observation, satellite, and digital-model data. In this study, an efficient three-dimensional technique was developed to visualize typhoons on the virtual globes using the Chollian satellite data. This study was conducted to provide service to the public via the scientific visualization of the satellite image data, and to create an efficient satellite image analysis environment for meteorological researchers.

Development of typhoon forecasting system using satellite data

  • Ryu, Seung-Ah;Chung, Hyo-Sang;Lee, Yong-Seob;Suh, Ae-Sook
    • 대한원격탐사학회:학술대회논문집
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    • 대한원격탐사학회 1999년도 Proceedings of International Symposium on Remote Sensing
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    • pp.127-131
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    • 1999
  • Typhoons were known by contributing to transporting plus heat or kinetic energy from equatorial region to midlatitude region. Due to the strong damage from typhoon, we acknowledged the theoretical study and the importance of accurate forecast about typhoon. In this study, typhoon forecasting system was developed to search the tracks of past typhoons or to display similar track of past typhoon in comparison with the path of current forecasting typhoon. It was programmed using Interactive Data Language(IDL), which was a complete computing environment for the interactive analysis and visualization of data. Typhoon forecasting system was also included satellite image and auxiliary chart. IR, Water Vapor, Visible satellite images helped users analyze an accurate forecast of typhoon. They were further refined the procedures for generating water vapor winds and gave an initial indication of their utility for numerical weather prediction(NWP), in particular for typhoon track forecasting where they could provide important information. They were also available for its utility in typhoon tracer or intensity.

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농촌지역 시설물의 태풍피해 예방 및 대책에 관한 연구 - 전북지역을 중심으로 - (A Study on typhoon damage prevention measures about the facility of the rural areas - Focused on Jeollabuk-do area -)

  • 이덕용;김일중
    • 한국농촌건축학회논문집
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    • 제14권4호
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    • pp.117-124
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    • 2012
  • The purpose of this study is the impact of the typhoon damage to housing and facilities in rural areas. House of damage, as well as the only including damage of facilities in rural areas, particularly greenhouse(Glass greenhouse, Plastic greenhouse, Vinyl greenhouse) leads to damage of crops the scale of the damage increases. In this study, focused on Jeollabuk-do area, accompanying him, the number of gale damage and evaluate the extent of the damage to the typhoon. And aims to provide basic data for the rural areas of strong winds and typhoons preparedness and facility design based on the results. Judging from the results of the analysis of natural disasters caused by typhoons and strong winds, the city formed mainly in the area than in the plains or coastal rural areas compared to other areas more damage can appear. In recent years, many design maximum wind speed of 40m/s wind over because disaster type, even if the standard installation, preferably determined through a precise structural analysis to ensure the structural history of acting urgently.

공공 및 산업시설 피해에 영향을 미치는 태풍의 최대풍속 도출 (An Estimation of Extreme Wind Speed of Typhoon Affecting the Damage of Public and Industrial Facilities)

  • 정우식
    • 한국환경과학회지
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    • 제24권9호
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    • pp.1199-1210
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    • 2015
  • There were 35 typhoons affecting Korean Peninsula from 1999 to 2009(The average annual number of typhoon is 3.18). Among these typhoons, the number of typhoon passing through the Yellow sea, the Southern sea and the East sea were 14, 6 and 15 respectively. Wind speed on the height of 10 m can be finally estimated using the surface roughness after we calculate wind speed on the height of 300 m from the data on the surface of 700 hPa. From the wind speeds on the height of 10 m, we can understand the regional distributions of strong wind speed are very different according to the typhoon tracks. Wind speed range showing the highest frequency is 10~20 m/s(45.69%), below 10 m/s(30.72%) and 20~30 m/s(17.31%) in high order. From the analysis of the wind speed on the hight of 80 m, we can know the number of occurrence of wind speed between 50 and 60 m/s that can affect wind power generation are 104(0.57%) and those of between 60 and 70 m/s that can be considered as extreme wind speed are even 8(0.04%).

지역 파랑 예측시스템과 해양기상 부이의 파랑 특성 비교 연구 (Research on Wind Waves Characteristics by Comparison of Regional Wind Wave Prediction System and Ocean Buoy Data)

  • 유승협;박종숙
    • 한국해양공학회지
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    • 제24권6호
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    • pp.7-15
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    • 2010
  • Analyses of wind wave characteristics near the Korean marginal seas were performed in 2008 and 2009 by comparisons of an operational wind wave forecast model and ocean buoy data. In order to evaluate the model performance, its results were compared with the observed data from an ocean buoy. The model used in this study was very good at predicting the characteristics of wind waves near the Korean Peninsula, with correlation coefficients between the model and observations of over 0.8. The averaged Root Mean Square Error (RMSE) for 48 hrs of forecasting between the modeled and observed waves and storm surges/tide were 0.540 m and 0.609 m in 2008 and 2009, respectively. In the spatial and seasonal analysis of wind waves, long waves were found in July and September at the southern coast of Korea in 2008, while in 2009 long waves were found in the winter season at the eastern coast of Korea. Simulated significant wave heights showed evident variations caused by Typhoons in the summer season. When Typhoons Kalmaegi and Morakot in 2008 and 2009 approached to Korean Peninsula, the accuracy of the model predictions was good compared to the annual mean value.