| 书目名称 | Natural Disasters, When Will They Reach Me? | | 编辑 | Isuri Wijesundera,Malka N. Halgamuge,Thas Nirmalat | | 视频video | | | 概述 | Presents a computationally efficient framework for the stochastic prediction of natural disasters.Discusses case studies to elaborate on the concepts introduced concepts, written by respected experts. | | 丛书名称 | Springer Natural Hazards | | 图书封面 |  | | 描述 | The expected time of impact, also known as the mean first passage time (MFPT) to reach failure, is a critical metric in the management of natural disasters. The complexity of the dynamics governing natural disasters lead to stochastic behaviour. This book shows that state transitions of many such systems translate into random walks on their respective state spaces, biased and shaped by environmental inhomogeneity. Thus the probabilistic treatment of those random walks gives valuable insights of expected behaviour. A comprehensive case study of predicting cyclone induced flood is followed by a discussion of generic methods that predict MFPT addressing directional bias. This is followed by discussing MFPT prediction methods in systems showing network inhomogeneity. All presented methods are illustrated using real datasets of natural disasters. The book ends with a short discussion of possible future research areas introducing the problem of predicting MFPT for bush-fire propagation.. | | 出版日期 | Book 2016 | | 关键词 | Automated Dynamic Sensors; Bush Fires/ Wild-land Fires; Cyclone Induced Flood Propagation; Environmenta | | 版次 | 1 | | doi | https://doi.org/10.1007/978-981-10-1113-9 | | isbn_softcover | 978-981-10-9331-9 | | isbn_ebook | 978-981-10-1113-9Series ISSN 2365-0656 Series E-ISSN 2365-0664 | | issn_series | 2365-0656 | | copyright | Springer Science+Business Media Singapore 2016 |
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书目名称Natural Disasters, When Will They Reach Me?影响因子(影响力)
书目名称Natural Disasters, When Will They Reach Me?影响因子(影响力)学科排名
书目名称Natural Disasters, When Will They Reach Me?网络公开度
书目名称Natural Disasters, When Will They Reach Me?网络公开度学科排名
书目名称Natural Disasters, When Will They Reach Me?被引频次
书目名称Natural Disasters, When Will They Reach Me?被引频次学科排名
书目名称Natural Disasters, When Will They Reach Me?年度引用
书目名称Natural Disasters, When Will They Reach Me?年度引用学科排名
书目名称Natural Disasters, When Will They Reach Me?读者反馈
书目名称Natural Disasters, When Will They Reach Me?读者反馈学科排名
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发表于 2025-3-21 19:14:11
