• 제목/요약/키워드: Typhoon track

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예측 모델 및 파라미터 모델을 이용한 파랑 및 폭풍해일 예측 개선방안 연구: 태풍 차바 사례 (A Study on the Improvement of Wave and Storm Surge Predictions Using a Forecasting Model and Parametric Model: a Case Study on Typhoon Chaba)

  • 육진희;조민수
    • 한국해안·해양공학회논문집
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    • 제35권4호
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    • pp.67-74
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    • 2023
  • 열대성 저기압으로 인한 높은 파도와 폭풍해일은 해안지역에 큰 피해를 준다. 따라서 태풍이 내습하기 전에 정확하게 예측해야 하는데, 기상 강제력은 예측에 중요한 요소이다. 본 연구는 정확한 폭풍해일 및 파랑예측에 요구되는 기상 강제력을 위한 개선방안을 제시한다. 2016년 남해안을 강타한 태풍 차바를 사례연구로 하여, 기상예측모델(MPAS)로 태풍 트랙 및 기상 강제력, 즉, 기상장을 예측했다. 예측된 MPAS 태풍 트랙 정보를 기반으로 한 태풍의 대칭형 및 비대칭형 파라미터 와류 모델을 이용하여 기상 강제력을 생성하는 한편, 베스트 트랙 기반 동일 한 파라미터 모델을 이용하여 기상 강제력을 생성하여, 둘을 비교했다. 또한, MPAS 예측 태풍 트랙 정보 기반 대칭형/비대칭형 와류 파라미터 모델에서 생성된 기상장은 MPAS에서 예측한 기상장과 블렌딩하여 예측기상장을 만들었다. 이렇게 제작된 MPAS 기반 forecast 기상장 4종 및 베스트 트랙 기반 hindcast 기상장 2종을 ADCIRC+SWAN ADCIRC+SWAN에 입력하여 남해안의 파랑 및 폭풍해일을 예측/재현하고 관측치와 비교·검증했다. MPAS 기반 forecast 기상장을 이용하여 예측된 폭풍해일과 파랑은 관측치와 거의 일치했으며, 베스트 트랙을 사용하여 재현한 결과와도 견줄 만했다. 유의파고는, 6종의 기상장을 이용한 실험에서 MPAS 예측 태풍 트랙 기반 대칭형 와류 파라미터 모델로 생성된 기상장과 MPAS 예측 기상장을 블렌딩한 실험이 예측 정확도가 높았으나, 비대칭형 와류 파라미터 모델과 블렌딩을 사용한 경우보다 약간 높은 정도였다. 폭풍해일은, MPAS 예측 태풍 트랙을 이용한 비대칭형 와류 파라미터 모델에서 생성된 기상장을 이용한 실험이 예측 정확도가 높았다. 폭풍해일과 파랑을 정확하게 예측하기 위해서는, 정확한 태풍 트랙 정보와 이 정보가 반영된 비대칭형 와류가 고려된 기상장, 이 태풍 트랙을 생산한 기상장이 필요한 것을 볼 수 있다.

Design and Research for Intelligent Typhoon Evasion System for Ships

  • Wang, Jing-Quan;He, Yi;Shi, Ping-An;Peng, Xiao-Hong;Xu, Zu-Yuan;Qin, Shan-Ci;Li, Qing-Lie;Ding, Bing-Lin
    • 한국항해항만학회:학술대회논문집
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    • 한국항해항만학회 2001년도 Proceeding of KIN-CIN Joint Symposium 2001 on Satellite Navigation/AIS, lntelligence , Computer Based Marine Simulation System and VDR
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    • pp.177-186
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    • 2001
  • Based upon the previous experiences and typical oases of typhoon evasion fur ships as well as tile achievement in scientific research in this detrain, we developed the Intelligent Typhoon Evasion System for Ships. It consists of five subsystems, including electronic charts, ship movement management, typhoon information query and automatic plotting, real-time calculation of ship-typhoon situation, intelligent typhoon evasion decision making. With the synthetical application of analogy theory, synoptic chart, satellite cloud picture analysis, typhoon digital forecast and other relevant technologies, we leave established the typhoon evasion data bases. model bases and knowledge bases, which make it possible to automatically track the ships and typhoon paths. The system can realize ship-typhoon situation analysis, risk levee assessment, typhoon paths correction and course synoptic forecast, and intelligent typhoon evasion decision making.

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2008년 태풍 특징 (Characteristics of Tropical Cyclones over the Western North Pacific in 2008)

  • 차은정;황호성;양경조;원성희;고성원;김동호;권혁조
    • 대기
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    • 제19권2호
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    • pp.183-198
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    • 2009
  • The purpose of this study is to summarize the tropical cyclone (TC) activity of 2008 over the western North Pacific including the verification of the official track and intensity forecast errors of these TCs. The TC activity - frequency, Normalized Typhoon Activity (NTA), and life span - was lower than 58-year (1951-2008) average. 22 tropical cyclones of tropical storm (TS) intensity or higher formed in the western North Pacific and the South China Sea in 2008. The total number is less than 58-year average frequency of 26.4. Out of 22 tropical cyclones, 11 TCs reached typhoon (TY) intensity, while the rest 11 TCs only reached severe tropical storm (STS) and tropical storm (TS) intensity - six STS and five TS storms. One typhoon KALMAEGI (0807) among them affected the Korea peninsula. However, no significant impact - casualty or property damage - was reported. On average of 22 TCs in 2008, the Korea Meteorological Administration (KMA) official track forecast error for 48 hours was 229 km. There was a big challenge for individual cyclones such as 0806 FENGSHEN and 0817 HIGOS presenting significant forecast error, with both intricate tracks and irregular moving speed. The tropical cyclone season in 2008 began in April with the formation of NEOGURI (0801). In May, four TCs formed in the western North Pacific in response to enhanced convective activity. On the other hand, the TC activity was very weak from June to August. It is found that the unusual anti-cyclonic circulation in the lower level and weak convection near the Philippines are dominant during summertime. The convection and atmospheric circulation in the western North Pacific contributed unfavorable condition for TC activity in the 2008 summertime. The 2008 TC activity has continued the below normal state since mid 1990s which is apparent the decadal variability in TC activity.

천리안 수증기 영상을 이용한 태풍진로의 전향위치 예측 연구 (Study on the Prediction of Turning Point of Typhoon Tracks using COMS Water Vapor Images)

  • 김종석;윤일희
    • 한국지구과학회지
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    • 제35권3호
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    • pp.168-179
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    • 2014
  • 이 연구의 목적은 관측주기가 짧은 천리안 위성의 수증기 영상자료를 활용하여 태풍의 전향위치와 시간까지 예측이 가능하도록 하는데 있다. 즉 수증기의 위성영상의 건조슬롯과 제트류의 남북진동의 관계를 이용하여 태풍진로의 전향위치를 보다 정확히 예측하는 것이다. 제트류는 제트스트리크의 위치와 지균풍 ${\upsilon}$성분의 크기에 따라 움직이는데, 지균풍 ${\upsilon}$ 성분이 남쪽방향으로 강화되면 제트류는 원형 제트로 발달하게 된다. 이때 수증기 영상에서는 건조슬롯이 남쪽으로 확대되고, 굴곡수분밴드(CMB) 거리가 좁혀지기 때문에 태풍이 전향하게 된다. 굴곡수분밴드가 위도 $15^{\circ}$ 이하이면 24시간 내에 태풍이 북 또는 북동으로 전향하게 된다. 결과적으로 태풍진로는 건조슬롯의 위치가 $32^{\circ}N$ 이하이면 $20-23^{\circ}N$이하에서 전향(2007년 1호 태풍 콩레이와 2012년 17호 태풍 즐라왓)하고, 건조슬롯이 $35^{\circ}N$ 이상 일 땐 $27^{\circ}$N에서 전향(2007년 4호 태풍 마니)하는 것으로 분석되었다.

북한에 상륙한 태풍의 기후학적 특성 (The Climatological Characteristics of the Landfall Typhoons on North Korea)

  • 안숙희;김백조;박소연;박길운
    • 대기
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    • 제20권3호
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    • pp.239-246
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    • 2010
  • In this study, the climatological characteristics of the landfall typhoons on North Korea are surveyed to estimate the frequency, the intensity, the track, and their damage. The data for the period of 1951-2008 are used from both RSMC (Regional Specialized Meteorological Center) Tokyo Typhoon Center and NCEP/NCAR (National Centers for Environmental Prediction/National Center for Atmospheric Research), EM-DAT (Emergency Events Database). There are the ten highest frequencies from 1961 to 1965 and is one frequency for the period of both 1966-1979 and 1976-1980 respectively. Even if a clear trend on the frequency of typhoon is not defined, it is noticeable the intensity has been weak since the frequency of TS (Tropical Storm) decreased. In order to figure out both the characteristic of intensity and the relation between the typhoon track and the expansion of North Pacific High (NPH), Typhoon's tracks are classified into three types as follows: (I) landing on the west coast of North Korea through the mainland of China, (II) landing on the west coast of North Korea, (III) landing on a central/eastern part of the Korean peninsula through South Korea. More often than not, the characteristic of Type (I) is the case of a landfall after it becomes extratropical cyclone. Type(II) and Type(III) show a landfall as TS grade, by comparision. On the relation between the typhoon's track and the expansion of NPH analyzed, Type (I) shows the westward expansion while both Type (II) and Type (III) show the northward expansion and development of NPH. This means the intensity of a typhoon landfall on North Korea is variable depending on the development of NPH. Finally, only two cases are found among total five cases in EM-DAT, reportedly that North Korea was damaged. And therefore, the damage by the wind of Prapiroon (the $12^{th}$ typhoon, 2000) and heavy rainfall with Rusa (the $15^{th}$ typhoon, 2002) landing on North Korea was analyzed. Moreover, it is estimated both Prapiroon and Rusa have done badly damaged to North Korea as the economical losses of as much as six billion and five hundred-thousand US dollar, respectively.

북서태평양 태풍 강도 가이던스 모델 성능평가 (Validations of Typhoon Intensity Guidance Models in the Western North Pacific)

  • 오유정;문일주;김성훈;이우정;강기룡
    • 대기
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    • 제26권1호
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    • pp.1-18
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    • 2016
  • Eleven Tropical Cyclone (TC) intensity guidance models in the western North Pacific have been validated over 2008~2014 based on various analysis methods according to the lead time of forecast, year, month, intensity, rapid intensity change, track, and geographical area with an additional focus on TCs that influenced the Korean peninsula. From the evaluation using mean absolute error and correlation coefficients for maximum wind speed forecasts up to 72 h, we found that the Hurricane Weather Research and Forecasting model (HWRF) outperforms all others overall although the Global Forecast System (GFS), the Typhoon Ensemble Prediction System of Japan Meteorological Agency (TEPS), and the Korean version of Weather and Weather Research and Forecasting model (KWRF) also shows a good performance in some lead times of forecast. In particular, HWRF shows the highest performance in predicting the intensity of strong TCs above Category 3, which may be attributed to its highest spatial resolution (~3 km). The Navy Operational Global Prediction Model (NOGAPS) and GFS were the most improved model during 2008~2014. For initial intensity error, two Japanese models, Japan Meteorological Agency Global Spectral Model (JGSM) and TEPS, had the smallest error. In track forecast, the European Centre for Medium-Range Weather Forecasts (ECMWF) and recent GFS model outperformed others. The present results has significant implications for providing basic information for operational forecasters as well as developing ensemble or consensus prediction systems.

Statistical Correction of Numerical Model Forecasts for Typhoon Tracks

  • Sohn, Keon-Tae
    • Communications for Statistical Applications and Methods
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    • 제12권2호
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    • pp.295-304
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    • 2005
  • This paper concentrates on the prediction of typhoon tracks using the dynamic linear model (DLM) for the statistical correction of the numerical model guidance used in the JMA. The DLM with proposed forecast strategy is applied to reduce their systematic errors using the latest observation. All parameters of the DLM are updated dynamically and backward forecasting is performed to remove the effect of initial values.

태풍으로 인한 강풍 피해 추정을 위한 지상풍 산정 연구(Ⅰ) (Estimation of Surface Wind Speed on the Strong Wind Damage by Typhoon)

  • 박종길;정우식;최효진
    • 한국방재학회:학술대회논문집
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    • 한국방재학회 2008년도 정기총회 및 학술발표대회
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    • pp.85-88
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    • 2008
  • Damage from typhoon disaster can be mitigated by grasping and dealing with the damage promptly for the regions in typhoon track. What is this work, a technique to analyzed dangerousness of typhoon should be presupposed. This study estimated 10m level wind speed using 700hPa wind by typhoon, referring to GPS dropwindsonde study of Franklin(2003). For 700hPa wind, 30km resolution data of Regional Data Assimilation Prediction System(RDAPS) were used. For roughness length in estimating wind of 10m level, landuse data of USGS are employed. For 10m level wind speed of Typhoon Rusa in 2002, we sampled AWS point of $7.4\sim30km$ distant from typhoon center and compare them with observational data. The results show that the 10m level wind speed is the estimation of maximum wind speed which can appear in surface by typhoon and it cannot be compared with general hourly observational data. Wind load on domestic buildings relies on probability distributions of extreme wind speed. Hence, calculated 10m level wind speed is useful for estimating the damage structure from typhoon.

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우리나라 내습태풍 유형에 따른 강우특성 및 종관기후학적 분석 (Assessment of Precipitation Characteristics and Synoptic Pattern Associated with Typhoon Affecting the South Korea)

  • 김태정;박건철;권현한
    • 한국수자원학회논문집
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    • 제48권6호
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    • pp.463-477
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    • 2015
  • 최근 빈번하게 발생하는 이상기후 현상은 수자원관리에 많은 어려움을 주고 있으며 예상치 못한 기상관련 재난피해를 야기하고 있다. 특히, 기후변화에 의해 점차 태풍의 세력이 강력해짐에 따라 태풍은 위험기상으로 인지된다. 본 연구의 주요목적은 태풍으로 인하여 발생하는 강우특성 및 종관기후학적 분석을 수행하는 것으로 일본 지역특별기상센터(Regional Specialized Meteorological Center Tokyo Typhoon Center, RSMC)에서 제공하는 1973년부터 2012년의 6시간 간격 최적경로(best track) 자료를 사용하여 우리나라에 상륙한 태풍사상만을 대상으로 태풍의 상륙 지속시간(내습시간)을 총 4개의 시간구간으로 구분하여 각 내습유형에 따른 강우특성 및 종관기후학적 분석을 수행하였다. 본 연구를 통한 결과는 태풍의 진로 및 이동속도를 예측 가능한 현 시점에서, 우리나라 태풍내습시 내습유형에 따른 홍수방어 및 사전대피와 같은 재해관리 측면에서 매우 유용한 정보를 제공할 것으로 사료된다. 향후 연구로서 본 연구를 통해서 확인된 기상학적 패턴을 활용하여 단기 태풍강수량 모의기법 개발이 필요할 것으로 판단된다.

낙동강유역의 태풍경로별 호우발생특성 및 유출특성 분석 (Analysis of Typhoon Storm Occurrence and Runoff Characteristics by Typhoon Tracks in Nakdong River Basin)

  • 한승섭
    • 한국농공학회지
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    • 제38권5호
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    • pp.64-73
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    • 1996
  • When typhoon occurs, the meteorological conditions get worse and can cause a large damage from storm and flood . This damage, however, can be minimized if a precise analysis of the runoff characteristics by typhoon tracks is used in the flood contorl This paper aims at the analysis of storm occurrence and runoff characteristics by typhoon tracks in Nakdong river basin. Therefore, the data of 14 typhoons which invaded Nakdong river basin during the period from 1975 to 1991 were collected, analyzed, and studied. The major results of this study are as followings; 1) The frequency of the typhoon occurrence here in Korea was affected by the storms three times a year on the average. The highest-recorded frequency was during the months of July to September. 2) The survey of the track characteristics depending on the forms of the storm in the Nakdong river basin showed that typhoon storm advanced from the south of the basin to the north, while the frontal type storm was most likely to advanced from the west to the north. 3) Typhoon tracks are classified into three categories, 6 predictors with high correlation coefficient are finally selected, and stepwise multiple regression method are used to establish typhoon strom forecasting models. 4) The riview on the directions of progress of the storm made it clear that the storm moving downstream from upstream of the basin could develop into peak discharge for ca short time and lead to more flood damage than in any other direction.

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