Suitability analysis and recommendations for professional monitoring techniques and methods of landslides in the Three Gorges Reservoir: A case study of the Zigui section in Hubei Province
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摘要:
三峡库区是我国最早系统性地实施滑坡等地质灾害专业监测的区域之一,从2003年三峡水库蓄水至今20a,三峡库区秭归段内已有超过200处滑坡灾害实施了专业监测预警,监测技术方法涵盖了早期的人工监测到近年来的实时自动化监测。文章在介绍三峡库区秭归段内现有地质灾害专业监测技术方法概况基础上,针对以滑坡为主的不同专业监测技术方法进行了系统总结和适宜性分析,并根据斜坡变形阶段和不同变形特征提出了针对性专业监测技术方法选择建议。结果表明:无论是针对斜坡变形阶段还是不同变形特征,GNSS自动地表位移结合自动降雨量监测均是首选技术,然后应根据具体需求和灾害体实际情况,适当增加其他监测技术。研究成果可为更好地优化实施库区后续地质灾害监测提供一定参考。
Abstract:The Three Gorges Reservoir area is one of the earliest regions in China to systematically implement professional monitoring and early warning for geological disasters such as landslides. Since the impoundment of the Three Gorges Reservoir in 2003, nearly 300 instances of landslide disasters have been recorded in the Zigui section of the Three Gorges Reservoir over the past 20 years. Monitoring techniques have evolved from early manual monitoring to real-time automated monitoring in recent years. Based on an overview of the existing professional monitoring techniques and methods for geological disasters in the Zigui section, this paper systematically summarizes and analyzes the suitability of different professional monitoring techniques and methods. Additionally, it provides recommendations for selecting appropriate professional monitoring techniques based on the stages of slope deformation and various deformation characteristics. The findings reveal that GNSS automated surface displacement monitoring with automated rainfall monitoring is the preferred technology, regardless of the slope deformation stage or the distinct deformation features. Other monitoring technologies should be added as needed based on specific requirements and the actual conditions of the disaster site. The research findings provide valuable references for optimizing the implementation of future geological disaster monitoring and early warning in the reservoir area.
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Key words:
- Three Gorges reservoir /
- landslide /
- professional monitoring /
- deformation /
- early warning /
- suitability analysis
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图 2 斜坡变形的三阶段演化图示[29]
Figure 2.
表 1 三峡库区秭归段地质灾害主要专业监测技术方法及特征
Table 1. Main professional monitoring techniques and characteristics of geological disasters in the Zigui section of the Three Gorges Reservoir
专业监测类型 主要监测技术手段 基本特征 三峡库区
专业监测点人工GNSS、人工测斜、人工地下水;自动GNSS、
自动地表裂缝、自动深部测斜、自动雨量计、
自动深部测斜+地下水综合孔、自动下滑力、水库水位早期以人工方法为主,近期则以自动监测为主,
较全面覆盖了地表变形、深部变形以及诱发因素监测宜昌综防体系
群专结合
专业监测点二级监测点 自动GNSS、自动地表裂缝、自动深部测斜、
自动雨量计、自动地下水、声光报警器以自动普适性GNSS+裂缝等地表形变监测为主,
少量辅以自动深部形变+自动雨量监测三级监测点 自动倾角加速度计、自动GNSS、自动雨量计、
自动地表裂缝、声光报警器以自动普适性倾角加速度计结合自动GNSS
等地表形变监测+自动雨量监测为主表 2 对应斜坡变形阶段与预警级别的专业监测技术方法建议表
Table 2. Suggestion table of professional monitoring technology corresponding to slope deformation stages and early warning levels
变形阶段 初始变形
阶段等速变形
阶段初加速
阶段中加速
阶段高加速
(临滑)阶段建议说明 预警级别 — 注意级 警示级 警戒级 警报级 警报形式 — 蓝 色 黄 色 橙 色 红 色 专业
监测
技术
方法
适宜性GNSS人工地表位移监测 不推荐 用自动GNSS监测替代 人工深部测斜位移
监测在灾害体初始变形-等速变形初期,用于准确确定滑带位置;持续监测采用全断面自动监测技术 人工地下水位监测 用于初次准确确定地下水位位置;持续监测采用自动地下水位监测,且至少布设一个监测剖面或监测网 GNSS自动地表位移监测 首选,但要确保监测点位选择合理且不会受到扰动及信号遮挡等导致的数据中断或质量问题 自动地表裂缝监测 适于安装在有明显拉张过程但跨度近且不受外界干扰的边界裂缝上,其他情形下不推荐使用 自动倾角加速度
监测对监测效果进行针对性评估后选择 自动测斜监测 建议研发全断面自动测斜监测仪器或对探头式仪器进行改进后,在能确保监测数据质量情况下使用 自动测斜+地下水位
综合监测在能确保安装质量及测斜数据质量前提下可选择 自动雨量监测 首选,确定灵敏度并定期维护,防治堵塞 自动地下水位监测 必要情况下可选择 自动下滑力监测 对监测效果进行针对性评估后选择 图例说明 首选技术及适用阶段
可选技术及适用阶段
表 3 对应不同变形特征灾害体的专业监测技术方法建议表
Table 3. Recommendation table for professional monitoring technical methods for disaster bodies with different deformation characteristics
变形特征 代表性灾害体 首选监测技术 补充监测技术 说明 整体
蠕动
变形阶跃
上升型三门洞滑坡、
马家沟1号滑坡GNSS自动地表位移(形成监测网)+
自动雨量(1台)自动地表裂缝(边界少量)/
自动测斜(至少形成监测剖面)/自动
地下水位(至少形成监测剖面)除1台雨量计及少量裂缝计外,
其余设备应根据灾害体规模
形成监测剖面或监测网持续
上升型木鱼包滑坡、
谭家河滑坡部分
蠕动
变形阶跃
上升型卧沙溪滑坡
次级滑体GNSS自动地表位移(形成监测网,
变形区内应加密)+自动雨量(1台)自动地表裂缝(变形区边界少量)/自动测斜
(大变形不宜安装,布设应形成监测剖面)/自动
地下水位(至少形成监测剖面,变形区内可加密)针对灾害体整体形成监测剖面
或监测网,但重点是变形区持续
上升型卡子湾滑坡
预警区局部变形 王家院子滑坡、
黑石板滑坡GNSS自动地表位移(形成监测网,
变形区内应加密)+自动雨量(1台)局部变形区如果范围较大,可以按上述推荐布设;
如果较小,根据实际需要少量布设或不布设根据局部变形区的规模、特征与
预警需求进行考虑后灵活选择无明显变形 大岭西南滑坡 GNSS自动地表位移(形成
监测网)+自动雨量(1台)— — -
[1] 吴树仁,石菊松,王涛,等. 滑坡风险评估理论与技术[M]. 北京:科学出版社,2012. [WU Shuren,SHI Jusong,WANG Tao,et al. Theory and technology of landslide risk assessment[M]. Beijing:Science Press,2012. (in Chinese)]
WU Shuren, SHI Jusong, WANG Tao, et al. Theory and technology of landslide risk assessment[M]. Beijing: Science Press, 2012. (in Chinese)
[2] 邓李政,袁宏永,张鸣之,等. 滑坡变形监测预警技术研究进展[J]. 清华大学学报(自然科学版),2023,63(6):849 − 864. [DENG Lizheng,YUAN Hongyong,ZHANG Mingzhi,et al. Research progress on landslide deformation monitoring and early warning technology[J]. Journal of Tsinghua University (Science and Technology),2023,63(6):849 − 864. (in Chinese with English abstract)]
DENG Lizheng, YUAN Hongyong, ZHANG Mingzhi, et al. Research progress on landslide deformation monitoring and early warning technology[J]. Journal of Tsinghua University (Science and Technology), 2023, 63(6): 849 − 864. (in Chinese with English abstract)
[3] AUFLIČ M J,HERRERA G,MATEOS R M,et al. Landslide monitoring techniques in the geological surveys of Europe[J]. Landslides,2023,20(5):951 − 965. doi: 10.1007/s10346-022-02007-1
[4] 吴北平,李征航,徐绍铨. GPS定位技术在三峡库区崩滑地质灾害监测中的试验分析[J]. 地球科学,2001,26(6):648 − 652. [WU Beiping,LI Zhenghang,XU Shaoquan. Application of GPS satellite positioning technique to monitoring of landslides in Three Gorges dam[J]. Earth Science,2001,26(6):648 − 652. (in Chinese with English abstract)] doi: 10.3321/j.issn:1000-2383.2001.06.015
WU Beiping, LI Zhenghang, XU Shaoquan. Application of GPS satellite positioning technique to monitoring of landslides in Three Gorges dam[J]. Earth Science, 2001, 26(6): 648 − 652. (in Chinese with English abstract) doi: 10.3321/j.issn:1000-2383.2001.06.015
[5] 曾旭平,王志平,李明福. GPS测定垂直位移在三峡滑坡监测中的实现[J]. 人民长江,2001,32(6):6 − 8. [ZENG Xuping,WANG Zhiping,LI Mingfu. Implementation of landslide monitoring in Three Gorges Reservoir area with GPS taking the place of precise leveling[J]. Yangtze River,2001,32(6):6 − 8. (in Chinese with English abstract)] doi: 10.3969/j.issn.1001-4179.2001.06.003
ZENG Xuping, WANG Zhiping, LI Mingfu. Implementation of landslide monitoring in Three Gorges Reservoir area with GPS taking the place of precise leveling[J]. Yangtze River, 2001, 32(6): 6 − 8. (in Chinese with English abstract) doi: 10.3969/j.issn.1001-4179.2001.06.003
[6] 徐绍铨,李英冰. GPS用于滑坡监测的试验与研究[J]. 全球定位系统,2003,28(1):2 − 8. [XU Shaoquan,LI Yingbing. The test and study on coast safety monitoring by GPS[J]. GNSS World of China,2003,28(1):2 − 8. (in Chinese with English abstract)] doi: 10.3969/j.issn.1008-9268.2003.01.001
XU Shaoquan, LI Yingbing. The test and study on coast safety monitoring by GPS[J]. GNSS World of China, 2003, 28(1): 2 − 8. (in Chinese with English abstract) doi: 10.3969/j.issn.1008-9268.2003.01.001
[7] 范宏喜,王琼杰. 三峡地灾预警工程启动[N]. 中国矿业报,2001-07-10(003). [FAN Hongxi,WANG Qiongjie. Three Gorges Geological Disaster Warning Project Started[N]. China Mining,2001-07-10 (003). (in Chinese)]
FAN Hongxi, WANG Qiongjie. Three Gorges Geological Disaster Warning Project Started[N]. China Mining, 2001-07-10 (003). (in Chinese)
[8] 刘传正,杨冰. 三峡库区地质灾害调查评价与监测预警新思维[J]. 工程地质学报,2001,9(2):121 − 126. [LIU Chuanzheng,YANG Bing. A new thought of surveying,evaluating,monitoring and forecasting for the geologic hazards in the Three-Gorges on Changjiang River[J]. Journal of Engineering Geology,2001,9(2):121 − 126. (in Chinese with English abstract)] doi: 10.3969/j.issn.1004-9665.2001.02.002
LIU Chuanzheng, YANG Bing. A new thought of surveying, evaluating, monitoring and forecasting for the geologic hazards in the Three-Gorges on Changjiang River[J]. Journal of Engineering Geology, 2001, 9(2): 121 − 126. (in Chinese with English abstract) doi: 10.3969/j.issn.1004-9665.2001.02.002
[9] 国土资源部. 三峡库区地质灾害防治总体规划(简本)[J]. 国土资源通讯,2002(3):5 − 9. [Ministry of Land and Resources. Master plan for prevention and control of geological disasters in the Three Gorges Reservoir area (simplified version)[J]. National Land & Resources Information,2002(3):5 − 9. (in Chinese)]
Ministry of Land and Resources. Master plan for prevention and control of geological disasters in the Three Gorges Reservoir area (simplified version)[J]. National Land & Resources Information, 2002(3): 5 − 9. (in Chinese)
[10] 三峡库区地质灾害防治工作指挥部. 三峡库区地质灾害监测预警工程实施方案[R]. 2002. [Three Gorges Reservoir Area Geological Disaster Prevention and Control Work Headquarters. Three Gorges Reservoir area geological disaster monitoring and early warning project implementation plan[R]. 2002. (in Chinese)]
Three Gorges Reservoir Area Geological Disaster Prevention and Control Work Headquarters. Three Gorges Reservoir area geological disaster monitoring and early warning project implementation plan[R]. 2002. (in Chinese)
[11] 谢登科. 三峡库区二期地灾治理基本完成[N]. 中国矿业报,2004-05-13. [XIE Dengke. The second phase of geological disaster control in the Three Gorges Reservoir area has been basically completed[N]. China Mining Daily,2004-05-13. (in Chinese)]
XIE Dengke. The second phase of geological disaster control in the Three Gorges Reservoir area has been basically completed[N]. China Mining Daily, 2004-05-13. (in Chinese)
[12] 叶润青,付小林,郭飞,等. 三峡水库运行期地质灾害变形特征及机制分析[J]. 工程地质学报,2021,29(3):680 − 692. [YE Runqing,FU Xiaolin,GUO Fei,et al. Deformation characteristics and mechanism analysis of geological hazards during operation period of Three Gorges Reservoir[J]. Journal of Engineering Geology,2021,29(3):680 − 692. (in Chinese with English abstract)]
YE Runqing, FU Xiaolin, GUO Fei, et al. Deformation characteristics and mechanism analysis of geological hazards during operation period of Three Gorges Reservoir[J]. Journal of Engineering Geology, 2021, 29(3): 680 − 692. (in Chinese with English abstract)
[13] 侯俊东,侯甦予,吕军,等. 三峡库区地质灾害监测预警工程经济效益评估分析[J]. 中国地质灾害与防治学报,2012,23(2):64 − 69. [HOU Jundong,HOU Suyu,LYU Jun,et al. Analysis on economic benefit evaluation of geological disaster monitoring & warning engineering for Three Gorges Reservoir area[J]. The Chinese Journal of Geological Hazard and Control,2012,23(2):64 − 69. (in Chinese with English abstract)] doi: 10.3969/j.issn.1003-8035.2012.02.014
HOU Jundong, HOU Suyu, LYU Jun, et al. Analysis on economic benefit evaluation of geological disaster monitoring & warning engineering for Three Gorges Reservoir area[J]. The Chinese Journal of Geological Hazard and Control, 2012, 23(2): 64 − 69. (in Chinese with English abstract) doi: 10.3969/j.issn.1003-8035.2012.02.014
[14] 江鸿彬. 初论地质灾害监测预警体系建设[J]. 资源环境与工程,2021,35(4):526 − 529. [JIANG Hongbin. Construction of geological disaster monitoring and early warning system[J]. Resources Environment & Engineering,2021,35(4):526 − 529. (in Chinese with English abstract)]
JIANG Hongbin. Construction of geological disaster monitoring and early warning system[J]. Resources Environment & Engineering, 2021, 35(4): 526 − 529. (in Chinese with English abstract)
[15] 湖北省自然资源厅. 湖北省地质灾害综合防治体系建设方案(2018-2022年)[EB/OL]. 2018. [Hubei Provincial Department of Natural Resources. Construction scheme of comprehensive prevention and control system of geological disasters in Hubei Province (2018-2022) [EB/OL]. 2018. (in Chinese)]
Hubei Provincial Department of Natural Resources. Construction scheme of comprehensive prevention and control system of geological disasters in Hubei Province (2018-2022) [EB/OL]. 2018. (in Chinese)
[16] 许强. 对滑坡监测预警相关问题的认识与思考[J]. 工程地质学报,2020,28(2):360 − 374. [XU Qiang. Understanding the landslide monitoring and early warning:Consideration to practical issues[J]. Journal of Engineering Geology,2020,28(2):360 − 374. (in Chinese with English abstract)]
XU Qiang. Understanding the landslide monitoring and early warning: Consideration to practical issues[J]. Journal of Engineering Geology, 2020, 28(2): 360 − 374. (in Chinese with English abstract)
[17] 许强. 滑坡监测预警的理论与实践[J]. 中国减灾,2022(19):34 − 37. [XU Qiang. Theory and practice of landslide monitoring and early warning[J]. Disaster Reduction in China,2022(19):34 − 37. (in Chinese with English abstract)] doi: 10.3969/j.issn.1002-4549.2022.19.015
XU Qiang. Theory and practice of landslide monitoring and early warning[J]. Disaster Reduction in China, 2022(19): 34 − 37. (in Chinese with English abstract) doi: 10.3969/j.issn.1002-4549.2022.19.015
[18] 黄海峰,易武,张国栋,等. 典型顺层岩质水库滑坡隐患综合遥感识别方法与实践[M]. 北京:科学出版社,2023. [HUANG Haifeng,YI Wu,ZHANG Guodong,et al. Comprehensive remote sensing identification method and practice of landslide hazards in typical bedding rock reservoirs[M]. Beijing:Science Press,2023. (in Chinese)]
HUANG Haifeng, YI Wu, ZHANG Guodong, et al. Comprehensive remote sensing identification method and practice of landslide hazards in typical bedding rock reservoirs[M]. Beijing: Science Press, 2023. (in Chinese)
[19] 隋嘉,孙皓,张丽华,等. 青海省地质灾害监测预警信息化平台建设与实现[J]. 中国地质灾害与防治学报,2023,34(2):92 − 101. [SUI Jia,SUN Hao,ZHANG Lihua,et al. Construction and realization of information platform for geological disaster monitoring and early warning in Qinghai Province[J]. The Chinese Journal of Geological Hazard and Control,2023,34(2):92 − 101. (in Chinese with English abstract)]
SUI Jia, SUN Hao, ZHANG Lihua, et al. Construction and realization of information platform for geological disaster monitoring and early warning in Qinghai Province[J]. The Chinese Journal of Geological Hazard and Control, 2023, 34(2): 92 − 101. (in Chinese with English abstract)
[20] 田尤,陈龙,黄海,等. 藏东察雅县城地质灾害风险评价及源头管控对策建议[J]. 中国地质灾害与防治学报,2024,35(2):146 − 154. [TIAN You,CHEN Long,HUANG Hai,et al. Geological hazard risk assessment and suggestions for risk control in Chaya County,eastern Xizang[J]. The Chinese Journal of Geological Hazard and Control,2024,35(2):146 − 154. (in Chinese with English abstract)]
TIAN You, CHEN Long, HUANG Hai, et al. Geological hazard risk assessment and suggestions for risk control in Chaya County, eastern Xizang[J]. The Chinese Journal of Geological Hazard and Control, 2024, 35(2): 146 − 154. (in Chinese with English abstract)
[21] 赵永红,王航,张琼,等. 滑坡位移监测方法综述[J]. 地球物理学进展,2018,33(6):2606 − 2612. [ZHAO Yonghong,WANG Hang,ZHANG Qiong,et al. Overview of landslide displacement monitoring methods[J]. Progress in Geophysics,2018,33(6):2606 − 2612. (in Chinese with English abstract)] doi: 10.6038/pg2018BB0464
ZHAO Yonghong, WANG Hang, ZHANG Qiong, et al. Overview of landslide displacement monitoring methods[J]. Progress in Geophysics, 2018, 33(6): 2606 − 2612. (in Chinese with English abstract) doi: 10.6038/pg2018BB0464
[22] 许威,李鹏辉,盛玉兴,等. 滑坡监测方法综述与展望[J]. 安徽建筑,2020,27(8):92 − 94. [XU Wei,LI Penghui,SHENG Yuxing,et al. Summary and prospect of landslide monitoring methods[J]. Anhui Architecture,2020,27(8):92 − 94. (in Chinese with Englishabstract)]
XU Wei, LI Penghui, SHENG Yuxing, et al. Summary and prospect of landslide monitoring methods[J]. Anhui Architecture, 2020, 27(8): 92 − 94. (in Chinese with Englishabstract)
[23] 杨江涛,李波,李伯宣,等. 自贡市地质灾害专群结合监测预警模式升级与实践[J]. 中国地质灾害与防治学报,2020,31(6):130 − 134. [YANG Jiangtao,LI Bo,LI Boxuan,et al. Upgrading and practice of early warning mode of geological disaster special group combination in Zigong City[J]. The Chinese Journal of Geological Hazard and Control,2020,31(6):130 − 134. (in Chinese with English abstract)]
YANG Jiangtao, LI Bo, LI Boxuan, et al. Upgrading and practice of early warning mode of geological disaster special group combination in Zigong City[J]. The Chinese Journal of Geological Hazard and Control, 2020, 31(6): 130 − 134. (in Chinese with English abstract)
[24] FRATTINI P,CROSTA G B,ROSSINI M,et al. Activity and kinematic behaviour of deep-seated landslides from PS-InSAR displacement rate measurements[J]. Landslides,2018,15(6):1053 − 1070. doi: 10.1007/s10346-017-0940-6
[25] 戴粤,戴吾蛟,余文坤. 综合地表与深部位移监测数据的滑坡多目标加权位移反分析方法[J]. 测绘学报,2022,51(10):2149 − 2159. [DAI Yue,DAI Wujiao,YU Wenkun. A landslide multi-objective weighted displacement back analysis method synthesizing ground and underground displacement monitoring data[J]. Acta Geodaetica et Cartographica Sinica,2022,51(10):2149 − 2159. (in Chinese with English abstract)] doi: 10.11947/j.AGCS.2022.20210163
DAI Yue, DAI Wujiao, YU Wenkun. A landslide multi-objective weighted displacement back analysis method synthesizing ground and underground displacement monitoring data[J]. Acta Geodaetica et Cartographica Sinica, 2022, 51(10): 2149 − 2159. (in Chinese with English abstract) doi: 10.11947/j.AGCS.2022.20210163
[26] 中华人民共和国国国土资源部. 崩塌、滑坡、泥石流监测规范:DZ/T 0221—2006[S]. 北京:中国标准出版社,2006. [Ministry of Land and Resources of the People’s Republic of China. Monitoring code of rockfall,landslide and debris flow:DZ/T 0221—2006[S]. Beijing:Standards Press of China,2006. (in Chinese)]
Ministry of Land and Resources of the People’s Republic of China. Monitoring code of rockfall, landslide and debris flow: DZ/T 0221—2006[S]. Beijing: Standards Press of China, 2006. (in Chinese)
[27] 李海鹏,陶志刚,吕谦,等. 滑坡监测技术方法综述[C]. 中国矿业科技文汇-2014. 现代矿业杂志社,2014:61 − 63. [LI Haipeng,TAO Zhigang,LYU Qian,et al. Review on techniques and methods of landslide monitoring[C]. China Mining Science and Technology Collect-2014. Modern Mining Magazine,2014:61 − 63. (in Chinese with English abstract)]
LI Haipeng, TAO Zhigang, LYU Qian, et al. Review on techniques and methods of landslide monitoring[C]. China Mining Science and Technology Collect-2014. Modern Mining Magazine, 2014: 61 − 63. (in Chinese with English abstract)
[28] 国家市场监督管理总局,国家标准化管理委员会. 滑坡防治设计规范:GB/T 38509—2020[S]. 北京:中国标准出版社,2020. [State Administration of Market Supervision and Administration of the People’s Republic of China,Standardization Administration of the People’s Republic of China. Code for the design of landslide stabilization:GB/T 38509—2020[S]. Beijing:Standards Press of China,2020. (in Chinese)]
State Administration of Market Supervision and Administration of the People’s Republic of China, Standardization Administration of the People’s Republic of China. Code for the design of landslide stabilization: GB/T 38509—2020[S]. Beijing: Standards Press of China, 2020. (in Chinese)
[29] 许强,汤明高,徐开祥,等. 滑坡时空演化规律及预警预报研究[J]. 岩石力学与工程学报,2008,27(6):1104 − 1112. [XU Qiang,TANG Minggao,XU Kaixiang,et al. Research on space-time evolution laws and early warning-prediction of landslides[J]. Chinese Journal of Rock Mechanics and Engineering,2008,27(6):1104 − 1112. (in Chinese with English abstract)] doi: 10.3321/j.issn:1000-6915.2008.06.003
XU Qiang, TANG Minggao, XU Kaixiang, et al. Research on space-time evolution laws and early warning-prediction of landslides[J]. Chinese Journal of Rock Mechanics and Engineering, 2008, 27(6): 1104 − 1112. (in Chinese with English abstract) doi: 10.3321/j.issn:1000-6915.2008.06.003
[30] 三峡大学. 三峡库区秭归县地质灾害监测预警工程专业监测年报(2021)[DB]. 宜昌:三峡大学,2022. [Three Gorges University. Annual report of geological disaster monitoring and early warning engineering in Zigui County,Three Gorges Reservoir Area[DB]. Yichang:Three Gorges University,2022. (in Chinese)]
Three Gorges University. Annual report of geological disaster monitoring and early warning engineering in Zigui County, Three Gorges Reservoir Area[DB]. Yichang: Three Gorges University, 2022. (in Chinese)
[31] 湖北省地质环境总站. 宜昌市地质灾害监测预警2019年三级专业监测(试点)工程监测季报(2021年4-6月)[DB]. 2021. [Hubei Provincial Geological Environment General Station. Yichang City geological disaster monitoring and early warning 2019 tertiary professional monitoring(Pilot)project monitoring quarterly report(April-June2021)[DB]. 2021. (in Chinese)]
Hubei Provincial Geological Environment General Station. Yichang City geological disaster monitoring and early warning 2019 tertiary professional monitoring(Pilot)project monitoring quarterly report(April-June2021)[DB]. 2021. (in Chinese)
[32] BORDONI M,VIVALDI V,BONÌ R,et al. A methodology for the analysis of continuous time-series of automatic inclinometers for slow-moving landslides monitoring in Piemonte region,northern Italy[J]. Natural Hazards,2023,115(2):1115 − 1142. doi: 10.1007/s11069-022-05586-3
[33] 三峡大学. 宜昌武陵山片区代表性地质灾害隐患监测预警年报(2022)[DB]. 宜昌:三峡大学,2022. [Three Gorges University. Annual report of monitoring and early warning of representative geological hazards in Wuling mountain area of Yichang(2022)[DB]. Yichang:Three Gorges University,2022. (in Chinese)]
Three Gorges University. Annual report of monitoring and early warning of representative geological hazards in Wuling mountain area of Yichang(2022)[DB]. Yichang: Three Gorges University, 2022. (in Chinese)
-