Applications to Storm Surge Predictions in Denglongshan, Guangdong, China

机译：广东省登龙山市风暴潮预报的应用

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Located in the South China Sea, Guangdong Province is sufferingsevere storm surge disasters almost every year. Effective prediction ofstorm surges can protect life and property safety of residents who livingalong the coast. In this study, the three-layer feed-forwardbackpropagation neural network was applied on predicting storm surgeduring typhoon in Denglongshan. This paper selected Typhoon Hagupitand Koppu for model training and verification respectively. Thecomparisons between model predictions and observed storm surgeseries indicate that model predictions of storm surge hydrographreasonably follow the general trend of the observations. The ANNmodel could be used to predict the storm surge during typhoons andserve for the flood warning and protection system.

机译：广东省位于南中国海，几乎每年都遭受着严重的风暴潮灾害。有效预测风暴潮可以保护沿海岸居民的生命和财产安全。本研究将三层前馈传播神经网络用于预测登龙山台风风暴潮。本文分别选择台风Hagupitand Koppu进行模型训练和验证。模型预测和观测到的风暴潮系列之间的比较表明，风暴潮水文模型的预测合理地遵循了观测的总体趋势。 ANN模型可用于预测台风期间的风暴潮，并为洪水预警和防护系统服务。

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来源
《International ocean and polar engineering conference》|2014年|871-875|共5页
会议地点 Busan(KR)
作者
Sudong Xu; Kai Yin; Yimei Chen; Xiuhua Chen; Guiping Zhang; Wenrui Huang;
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作者单位

Department of Port Waterway and Coastal Engineering School of Transportation Southeast University Nanjing China;

Pearl River Hydraulic Research Institute PRWRI;

Department of Civil and Environmental Engineering Florida State UniversityTallahassee USA Department of Hydraulic Engineering Tongji University China;

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关键词
ANN model; ; Storm Surge Prediction; ; Fujita-Takahashi formula; ; Harmonic Analysis;

机译：人工神经网络模型;风暴潮预报;藤田高桥公式; ;谐波分析;

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1. Improvement to flooding risk assessment of storm surges by residual interpolation in the coastal areas of Guangdong Province, China [J] . Wang Xina, Wang Xianwei, Zhai Jianqing, Quaternary International . 2017,第sepa25期

机译：应用残差插值法改进广东省沿海地区风暴潮洪灾风险评估
2. A Vulnerability Assessment of Storm Surge in Guangdong Province, China [J] . Junxiang Zhang Human and ecological risk assessment . 2009,第4期

机译：中国广东省风暴潮的脆弱性评估
3. Comparison of storm surge/tide predictions between a 2-D operational forecast system, the regional tide/storm surge model (RTSM), and the 3-D regional ocean modeling system (ROMS) [J] . Sung Hyup You, Woo-Jeong Lee, Kwang Seok Moon Ocean Dynamics . 2010,第2期

机译：比较2-D作业预报系统，区域潮/风暴潮模型（RTSM）和3-D区域海洋建模系统（ROMS）之间的风暴潮/潮汐预测
4. Classification and Prediction of Economic Losses -Storm Surge Disasters in Guangdong Province of China [C] . Lingdi ZHAO, Qing HAO International Conference on Applied Science, Engineering and Technology . 2013

机译：中国广东省经济损失的分类与预测 - 洪水灾害
5. Development of a new storm surge index for global prediction of tropical cyclone generated storm surge [D] . Jordan, Mark Rickman, II 2008

机译：为全球预报热带气旋引起的风暴潮而开发新的风暴潮指数
6. Directional Analysis of the Storm Surge from Hurricane Sandy 2012 with Applications to Charleston New Orleans and the Philippines [O] . Carl Drews, Thomas J. Galarneau Jr. -1

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7. Storm-surge prediction at the Tanshui estuary: development model for maximum storm surges [O] . C.-P. Tsai, C.-Y. You, C.-Y. Chen 2013

机译：坦水河口的风暴浪涌预测：最大风暴潮的发展模型
8. Application of a Domain Size and Gridding Strategy for the Prediction ofHurricane Storm Surge [R] . Blain, C. A., Westerink, J. J., Luettich, R. A. 1995

机译：域尺寸和网格化策略在飓风风暴预测中的应用

Applications to Storm Surge Predictions in Denglongshan, Guangdong, China

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