| Storm surge damage interpretation by satellite imagery: case review | |
Liu, Xunan1; Zhang, Yao1; Liang, Chenbin2 ; Yang, Yayu1; Huang, Wanru1; Jia, Ning1; Cheng, Bo3
| |
| 发表期刊 | NATURAL HAZARDS
 |
| ISSN | 0921-030X |
| 2022-01-28 | |
| 页码 | 17 |
| 通讯作者 | Zhang, Yao(yzhang@nmhms.org.cn) |
| 摘要 | Rapid response and restoration after storm surge events are critical for the resilient development of coastal areas. Remote sensing has become a practical tool for postdisaster impact assessment since the modern satellite era. This paper presents the methodology and case review of damage detection using high-resolution satellite imagery for vulnerable targets with limited accessibility on land or water during China's recent typhoon landfalls. Multiple sources of remotely sensed data are acquired and processed in a broad geographic scope. The study demonstrates how storm damage may be explicitly revealed by interpreting the texture difference or reflectance spectrum contrast for various target types, including flotation facilities, green vegetation, sandy coast and coastal protections. The damage state in the same area may show rapid variations in space due to local differences in the shielding effectiveness with respect to the storm track. The technical features, advantages, and drawbacks of remote sensing applications to marine disaster assessment are discussed from a future perspective. The study results provide a comprehensive reference to better integrate satellite observations into postdisaster surveys, vulnerability analyses, and risk predictions for coastal communities that will withstand future marine hazards. |
| 关键词 | Storm surge Damage assessment Remote sensing NDVI Texture extraction |
| DOI | 10.1007/s11069-021-05184-9 |
| 关键词[WOS] | REMOTE-SENSING IMAGES ; RISK-ASSESSMENT ; HURRICANE ; RECOVERY ; ISLAND |
| 收录类别 | SCI |
| 语种 | 英语 |
| 资助项目 | National Natural Science Foundation of China[52071350] ; National Marine Hazard Mitigation Service, Ministry of Natural Resources, P.R. China |
| 项目资助者 | National Natural Science Foundation of China ; National Marine Hazard Mitigation Service, Ministry of Natural Resources, P.R. China |
| WOS研究方向 | Geology ; Meteorology & Atmospheric Sciences ; Water Resources |
| WOS类目 | Geosciences, Multidisciplinary ; Meteorology & Atmospheric Sciences ; Water Resources |
| WOS记录号 | WOS:000749047200002 |
| 出版者 | SPRINGER |
| 引用统计 | |
| 文献类型 | 期刊论文 |
| 条目标识符 | http://ir.ia.ac.cn/handle/173211/47320 |
| 专题 | 复杂系统管理与控制国家重点实验室_影像分析与机器视觉 |
| 通讯作者 | Zhang, Yao |
| 作者单位 | 1.Minist Nat Resources, Natl Marine Hazard Mitigat Serv, Beijing 100000, Peoples R China 2.Chinese Acad Sci, Inst Automat, State Key Lab Management & Control Complex Syst, Beijing 100000, Peoples R China 3.Chinese Acad Sci, Aerosp Informat Res Inst, Beijing 100000, Peoples R China |
| 推荐引用方式 GB/T 7714 | Liu, Xunan,Zhang, Yao,Liang, Chenbin,et al. Storm surge damage interpretation by satellite imagery: case review[J]. NATURAL HAZARDS,2022:17. |
| APA | Liu, Xunan.,Zhang, Yao.,Liang, Chenbin.,Yang, Yayu.,Huang, Wanru.,...&Cheng, Bo.(2022).Storm surge damage interpretation by satellite imagery: case review.NATURAL HAZARDS,17. |
| MLA | Liu, Xunan,et al."Storm surge damage interpretation by satellite imagery: case review".NATURAL HAZARDS (2022):17. |
| 条目包含的文件 | 条目无相关文件。 | |||||
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