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Author  |
Ke Wang; Yongsheng Yang; Genserik Reniers; Jian Li; Quanyi Huang | ||||
| Title | An Attribute-based Model to Retrieve Storm Surge Disaster Cases | Type | Conference Article | ||
| Year | 2021 | Publication | ISCRAM 2021 Conference Proceedings – 18th International Conference on Information Systems for Crisis Response and Management | Abbreviated Journal | Iscram 2021 |
| Volume | Issue | Pages | 567-580 | ||
| Keywords | Storm surge disaster, multiple attributes, retrieval model, affected region prediction | ||||
| Abstract | In China, storm surge disasters cause severe damages in coastal regions. One of the most important tasks is to predict affected regions and their relative damage levels to support decision-making. This study develops a two-stage retrieval model to search the most similar past disaster case to complete prediction. Based on spatial attributes of cases, the top-ranking past cases with a similar location to the target case are selected. Among these past cases, the most similar past case is selected by disaster attribute similarities. Three typical storm surge case studies have been used and implemented into this proposed model and the results show that all the most affected regions can be predicted. The proposed model simplifies the prediction process and updates results quickly. This study provides useful information for the government to make real-time response plans. | ||||
| Address | Tsinghua University; Tsinghua University; KU Leuven; Tsinghua University; Tsinghua University | ||||
| Corporate Author | Thesis | ||||
| Publisher | Virginia Tech | Place of Publication | Blacksburg, VA (USA) | Editor | Anouck Adrot; Rob Grace; Kathleen Moore; Christopher W. Zobel |
| Language | English | Summary Language | English | Original Title | |
| Series Editor | Series Title | Abbreviated Series Title | |||
| Series Volume | Series Issue | Edition | |||
| ISSN | 978-1-949373-61-5 | ISBN | Medium | ||
| Track | Planning, Foresight and Risk Analysis | Expedition | Conference | 18th International Conference on Information Systems for Crisis Response and Management | |
| Notes | wangke16@mails.tsinghua.edu.cn | Approved | no | ||
| Call Number | ISCRAM @ idladmin @ | Serial | 2356 | ||
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