Multi-sensor fusion of data for monitoring of Huangtupo landslide in the three Gorges Reservoir (China)
文献类型：期刊论文
| 作者 | Zhong, Cheng3; Liu, Qianhui1; Su, Aijun3; Li, Qi2; Tang, Huiming3; Liu, Junqi3 |
| 刊名 | GEOMATICS NATURAL HAZARDS & RISK
 |
| 出版日期 | 2018 |
| 卷号 | 9期号:1页码:881-891 |
| 关键词 | Landslide monitoring Big Data mathematical statistics neural network data fusion the Three Gorges Reservoir |
| ISSN号 | 1947-5705 |
| DOI | 10.1080/19475705.2018.1478892 |
| 英文摘要 | There hides a certain relationship among various monitoring data in a landslide, and the mining of this relationship is of significance to landslide research. In this paper, we first collect multiple monitoring data of riverside 1# slump-mass of Huangtupo landslide, the Three Gorges Reservoir Region, China, including Global Positioning System (GPS) monitoring data, inclinometer data, reservoir water level, rainfall, water content, crack width, ground-water level and temperature data, etc. By adopting the combination of quantitative statistics and qualitative simulation method for multi-sensor fusion monitoring data analysis, we overcome the one-sidedness of using a single method or single data type. The result of fusion analysis has indicated that in time periods with low rainfall or when the rainfall is not the major factor, main factors affecting landslide movement are crack development, water content of the landslide and water level of the Three Gorges Reservoir. Compared with the actual monitoring data, the fusion analysis results has a maximum error of 1.9%, which shows a good effect. |
| 资助项目 | National Natural Science Foundation of China[41572336] ; National Natural Science Foundation of China[41502280] ; National Natural Science Foundation of China[41502290] ; National Natural Science Foundation of China[41102210] |
| WOS研究方向 | Geology ; Meteorology & Atmospheric Sciences ; Water Resources |
| 语种 | 英语 |
| WOS记录号 | WOS:000452286400002 |
| 出版者 | TAYLOR & FRANCIS LTD |
| 源URL | [http://202.127.146.157/handle/2RYDP1HH/6414]  |
| 专题 | 中国科学院武汉植物园 |
| 通讯作者 | Liu, Junqi |
| 作者单位 | 1.Peking Univ, Dept Informat Management, Beijing, Peoples R China 2.Chinese Acad Sci, Inst Rock & Soil Mech, State Key Lab Geomech & Geotech Engn, Wuhan, Hubei, Peoples R China 3.China Univ Geosci, Three Gorges Res Ctr Geohazard, Minist Educ, Wuhan, Hubei, Peoples R China |
| 推荐引用方式 GB/T 7714 | Zhong, Cheng,Liu, Qianhui,Su, Aijun,et al. Multi-sensor fusion of data for monitoring of Huangtupo landslide in the three Gorges Reservoir (China)[J]. GEOMATICS NATURAL HAZARDS & RISK,2018,9(1):881-891. |
| APA | Zhong, Cheng,Liu, Qianhui,Su, Aijun,Li, Qi,Tang, Huiming,&Liu, Junqi.(2018).Multi-sensor fusion of data for monitoring of Huangtupo landslide in the three Gorges Reservoir (China).GEOMATICS NATURAL HAZARDS & RISK,9(1),881-891. |
| MLA | Zhong, Cheng,et al."Multi-sensor fusion of data for monitoring of Huangtupo landslide in the three Gorges Reservoir (China)".GEOMATICS NATURAL HAZARDS & RISK 9.1(2018):881-891. |
入库方式： OAI收割
来源：武汉植物园
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