Storm Surge Forecasting and Future Projection in Practice: Scope of Application of Empirical Typhoon Models
暫譯: 風暴潮預測與未來展望實務:經驗颱風模型的應用範圍

Toyoda, Masaya, Fukui, Nobuki

  • 出版商: CRC
  • 出版日期: 2026-05-21
  • 售價: $1,390
  • 貴賓價: 9.5$1,320
  • 語言: 英文
  • 頁數: 96
  • 裝訂: Quality Paper - also called trade paper
  • ISBN: 1032765100
  • ISBN-13: 9781032765105
  • 相關分類: Machine Learning
  • 海外代購書籍(需單獨結帳)

相關主題

商品描述

This accessible shortform book describes storm surge forecasting to enable port managers and practitioners to forecast these and mitigate their effects. This is particularly useful as global warming increases the severity of typhoons, particularly windstorms and storm surge disasters, globally.

The authors first summarize the current status of typhoons and storm surges in practice. They also present a combination of the latest findings at the research level and at the practical level. Throughout the book, the authors carefully explain the use and limitations of empirical typhoon models that practitioners should learn from, including statistical, numerical, probabilistic, data-driven and coastal vulnerability models. They also explore artificial neural networks and convolutional neural networks and their use in such models. Finally, the book describes the potential for further development of empirical typhoon models (such as future climate experiments).

This book is a vital resource that enables port managers to make effective and informed decisions when conducting storm surge forecasting in practice. It also contains useful insights for civil engineering students, especially those studying coastal engineering.

商品描述(中文翻譯)

這本易於理解的短篇書籍描述了風暴潮預測,以幫助港口管理者和從業者預測這些現象並減輕其影響。隨著全球暖化加劇颱風的嚴重性,特別是風暴和風暴潮災害,這一點尤其重要。

作者首先總結了目前颱風和風暴潮的實際狀況。他們還展示了最新研究成果與實務層面的結合。在整本書中,作者仔細解釋了從業者應該學習的經驗性颱風模型的使用和限制,包括統計模型、數值模型、概率模型、數據驅動模型和沿海脆弱性模型。他們還探討了人工神經網絡和卷積神經網絡及其在這些模型中的應用。最後,書中描述了經驗性颱風模型進一步發展的潛力(例如未來氣候實驗)。

這本書是港口管理者在實際進行風暴潮預測時做出有效和明智決策的重要資源。它對土木工程學生,特別是學習沿海工程的學生,也提供了有用的見解。

作者簡介

Masaya Toyoda is an Assistant Professor at the Coastal Engineering Laboratory, Graduate School of Engineering, Toyohashi University of Technology, Aichi, Japan. He attained his Bachelor's, Master's and Doctoral degrees from Gifu University in 2015, 2017 and 2020, respectively.

Nobuki Fukui is an Assistant Professor at the Disaster Prevention Planning Laboratory, Graduate School of Engineering, Tottori University, Tottori, Japan. He completed his Bachelor's, Master's and Doctoral degrees from Kyoto University in 2017, 2019 and 2022, respectively.

作者簡介(中文翻譯)

**豐田雅也**是日本愛知縣豐橋技術大學工程研究所海岸工程實驗室的助理教授。他於2015年、2017年和2020年分別獲得岐阜大學的學士、碩士和博士學位。

**福井信樹**是日本鳥取大學工程研究所災害預防規劃實驗室的助理教授。他於2017年、2019年和2022年分別獲得京都大學的學士、碩士和博士學位。