Development and evaluation of a storm surge warning system in Taiwan

被引:12
|
作者
Lin, Mei-Ying [1 ]
Sun, Wen-Yih [2 ]
Chiou, Ming-Da [3 ]
Chen, Chih-Ying [4 ]
Cheng, Hao-Yuan [5 ]
Chen, Cheng-Hsin [1 ]
机构
[1] Taiwan Typhoon & Flood Res Inst, Natl Appl Res Labs, 11F,97,Sec 1,Roosevelt Rd, Taipei 10093, Taiwan
[2] Purdue Univ, Dept Earth Atmospher & Planetary Sci, W Lafayette, IN 47907 USA
[3] Natl Taiwan Univ, Inst Oceanog, Taipei, Taiwan
[4] Acad Sinica, Res Ctr Environm Changes, Taipei, Taiwan
[5] Natl Cent Univ, Grad Inst Hydrol & Ocean Sci, Taoyuan, Taiwan
关键词
Storm surge forecasting; Ensemble forecast; Uncertainty analysis; Typhoon forecasting; CYCLONE INITIALIZATION SCHEME; HIGH-RESOLUTION; ENSEMBLE; FORECASTS; MODEL; WIND; HURRICANES; RAINFALL; IMPACTS; ERROR;
D O I
10.1007/s10236-018-1179-z
中图分类号
P7 [海洋学];
学科分类号
0707 ;
摘要
An operational storm surge forecasting system aimed at providing warning information for storm surges has been developed and evaluated using four typhoon events. The warning system triggered by typhoon forecasts from Taiwan Cooperative Precipitation Ensemble Forecast Experiment (TAPEX) has been executed with two storm surge forecasting scenarios with and without tides. Three numerical experiments applying different meteorological inputs have been designed to assess the impact of typhoon forcing on storm surges. One uses synthetic wind fields, and the others use realistic wind fields with and without adjustments to the initial wind fields for the background circulation. Local observations from Central Weather Bureau (CWB) weather stations and tide gauge stations are used to evaluate the wind fields and storm surges from our numerical experiments. The comparison results show that the accuracy of the storm surge forecast is dominated by the track, the intensity, and the driving flow of a typhoon. When the structure of a typhoon is disturbed by Taiwan's topography, using meteorological inputs from real wind fields can result in a better typhoon simulation than using inputs from synthetic wind fields. The driving flow also determines the impact of topography on typhoon movement. For quickly moving typhoons, storm forcing from TAPEX is reliable when a typhoon is strong enough to be relatively unaffected by environmental flows; otherwise, storm forcing from a sophisticated typhoon initialization scheme that better simulates the typhoon and environmental flows results in a more accurate prediction of storm surges. Therefore, when a typhoon moves slowly and interacts more with the topography and environmental flows, incorporating realistic wind fields with adjustments to the initial wind fields for the background circulation in the warning system will obtain better predictions for a typhoon and its resultant storm surges.
引用
收藏
页码:1025 / 1049
页数:25
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