scope of application of empirical typhoon models and future prospects Toyoda, Masaya. creator Fukui, Nobuki. text xx S.l.] CRC PRESS 2025 monographic eng 1 online resource 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. Masaya Toyoda, Nobuki Fukui. Storm surges Mathematical models Typhoons Forecasting Neural networks (Computer science) SCIENCE / Earth Sciences / Meteorology & Climatology TECHNOLOGY / Remote Sensing GC225 .T68 2025 9781040148082 1040148085 9781003478782 1003478786 9781040148044 1040148042 https://www.taylorfrancis.com/books/9781003478782 http://www.oclc.org/content/dam/oclc/forms/terms/vbrl-201703.pdf https://www.taylorfrancis.com/books/9781003478782 http://www.oclc.org/content/dam/oclc/forms/terms/vbrl-201703.pdf OCoLC-P 240821 20251030122252.0 9781003478782 eng