Enhancing post-seismic landslide susceptibility modeling in China through a time-variant approach: a spatio-temporal analysis
文献类型：期刊论文
| 作者 | Guo, Xinyi1,3,4; Fu, Bihong2,4; Du, Jie5; Qi, Shengwen3; Shi, Pilong4; Hou, Xiaokun3 |
| 刊名 | INTERNATIONAL JOURNAL OF DIGITAL EARTH
 |
| 出版日期 | 2023-12-08 |
| 卷号 | 16期号:2页码:4265-4295 |
| ISSN号 | 1753-8947 |
| 关键词 | Multi-temporal landslide dataset post-seismic time-variant landslide susceptibility model spatio-temporal characteristics legacy effect distance |
| DOI | 10.1080/17538947.2023.2265907 |
| 英文摘要 | The pre-phase landslides will have a legacy effect on future landslides, changing the landslide susceptibility. This study attempts to establish a reasonable post-seismic landslide susceptibility model and analyze the spatio-temporal characteristics of landslide susceptibility in the Jiuzhaigou MS7.0 earthquake-struck region. Firstly, an integrated 'space-ground' monitoring technology is used to establish a multi-temporal post-seismic landslide dataset. Then, the buffer analysis method documents the spatio-temporal characteristics of post-seismic landslides. Thirdly, the distance is selected as an indicator to quantify the legacy effect. An improved time-variant model is established to evaluate the post-seismic landslide susceptibility. Finally, the spatio-temporal characteristics of landslide susceptibility are generalized, to sum up the changing law. Our results show that the post-seismic landslides are gradually closer to the pre-phase landslides with time. Distance is a critical factor in measuring the impact of pre-phase landslides on future landslides, which can improve the assessment accuracy of the post-seismic landslide susceptibility model. After a large seismic event, the correlation between landslide susceptibility and earthquakes gradually weakens. Post-seismic landslide prevention should focus on the pre-phase landslide expansion triggered by rainfall. Moreover, it should clean up the landslide deposits in time and reasonably dredge the debris flows to avoid secondary geological disasters. |
| WOS关键词 | LOGISTIC-REGRESSION ; WENCHUAN EARTHQUAKE ; PATH DEPENDENCY ; SPATIAL-DISTRIBUTION ; VALIDATION ; SICHUAN ; REGION ; FAULT |
| 资助项目 | Second Tibetan Plateau Scientific Expedition and Research Program[STEP 2019QZKK0901] ; Integrated 'Space-Ground' of Jiuzhai Valley World Natural Heritage Site[E0H20501] |
| WOS研究方向 | Physical Geography ; Remote Sensing |
| 语种 | 英语 |
| 出版者 | TAYLOR & FRANCIS LTD |
| WOS记录号 | WOS:001085705700001 |
| 资助机构 | Second Tibetan Plateau Scientific Expedition and Research Program ; Second Tibetan Plateau Scientific Expedition and Research Program ; Second Tibetan Plateau Scientific Expedition and Research Program ; Second Tibetan Plateau Scientific Expedition and Research Program ; Integrated 'Space-Ground' of Jiuzhai Valley World Natural Heritage Site ; Integrated 'Space-Ground' of Jiuzhai Valley World Natural Heritage Site ; Integrated 'Space-Ground' of Jiuzhai Valley World Natural Heritage Site ; Integrated 'Space-Ground' of Jiuzhai Valley World Natural Heritage Site ; Second Tibetan Plateau Scientific Expedition and Research Program ; Second Tibetan Plateau Scientific Expedition and Research Program ; Second Tibetan Plateau Scientific Expedition and Research Program ; Second Tibetan Plateau Scientific Expedition and Research Program ; Integrated 'Space-Ground' of Jiuzhai Valley World Natural Heritage Site ; Integrated 'Space-Ground' of Jiuzhai Valley World Natural Heritage Site ; Integrated 'Space-Ground' of Jiuzhai Valley World Natural Heritage Site ; Integrated 'Space-Ground' of Jiuzhai Valley World Natural Heritage Site ; Second Tibetan Plateau Scientific Expedition and Research Program ; Second Tibetan Plateau Scientific Expedition and Research Program ; Second Tibetan Plateau Scientific Expedition and Research Program ; Second Tibetan Plateau Scientific Expedition and Research Program ; Integrated 'Space-Ground' of Jiuzhai Valley World Natural Heritage Site ; Integrated 'Space-Ground' of Jiuzhai Valley World Natural Heritage Site ; Integrated 'Space-Ground' of Jiuzhai Valley World Natural Heritage Site ; Integrated 'Space-Ground' of Jiuzhai Valley World Natural Heritage Site ; Second Tibetan Plateau Scientific Expedition and Research Program ; Second Tibetan Plateau Scientific Expedition and Research Program ; Second Tibetan Plateau Scientific Expedition and Research Program ; Second Tibetan Plateau Scientific Expedition and Research Program ; Integrated 'Space-Ground' of Jiuzhai Valley World Natural Heritage Site ; Integrated 'Space-Ground' of Jiuzhai Valley World Natural Heritage Site ; Integrated 'Space-Ground' of Jiuzhai Valley World Natural Heritage Site ; Integrated 'Space-Ground' of Jiuzhai Valley World Natural Heritage Site |
| 源URL | [http://ir.iggcas.ac.cn/handle/132A11/110722]  |
| 专题 | 地质与地球物理研究所_中国科学院页岩气与地质工程重点实验室 |
| 通讯作者 | Fu, Bihong |
| 作者单位 | 1.Univ Chinese Acad Sci, Beijing, Peoples R China 2.Chinese Acad Sci, Aerosp Informat Res Inst, Beijing 100094, Peoples R China 3.Chinese Acad Sci, Inst Geol & Geophys, Beijing, Peoples R China 4.Chinese Acad Sci, Aerosp Informat Res Inst, Beijing, Peoples R China 5.Jiuzhaigou Adm Bur, Aba, Peoples R China |
| 推荐引用方式 GB/T 7714 | Guo, Xinyi,Fu, Bihong,Du, Jie,et al. Enhancing post-seismic landslide susceptibility modeling in China through a time-variant approach: a spatio-temporal analysis[J]. INTERNATIONAL JOURNAL OF DIGITAL EARTH,2023,16(2):4265-4295. |
| APA | Guo, Xinyi,Fu, Bihong,Du, Jie,Qi, Shengwen,Shi, Pilong,&Hou, Xiaokun.(2023).Enhancing post-seismic landslide susceptibility modeling in China through a time-variant approach: a spatio-temporal analysis.INTERNATIONAL JOURNAL OF DIGITAL EARTH,16(2),4265-4295. |
| MLA | Guo, Xinyi,et al."Enhancing post-seismic landslide susceptibility modeling in China through a time-variant approach: a spatio-temporal analysis".INTERNATIONAL JOURNAL OF DIGITAL EARTH 16.2(2023):4265-4295. |
入库方式： OAI收割
来源：地质与地球物理研究所
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