| Citation: | Liye Feng, Wenwen Qi, Chong Xu, Wentao Yang, Zhiqiang Yang, Zikang Xiao, Zhaoning Chen, Tao Li, Xiaoyi Shao, Huiran Gao, Zhiwen Xue. Landslide Research from the Perspectives of Qinling Mountains in China: A Critical Review. Journal of Earth Science, 2024, 35(5): 1546-1567. doi: 10.1007/s12583-023-1935-9
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Landslides pose a frequent geological threat, endangering both productivity and the well-being of human life and property. In recent years, landslides have received widespread attention in various fields. This article presents a comprehensive review of landslide research in the Qinling Mountains, China. The first part introduces landslide investigation and inventory, which include manual visual interpretation and automatic landslide extraction. The second part discusses the types, characteristics, and temporal-spatial distribution of landslides in the Qinling Mountains. In the third part, the mechanisms and stability analysis of landslides are explored, along with a discussion of the applicability of various simulation methods. The fourth part focuses on significant studies related to landslide evaluation, including susceptibility, hazard, and risk assessment. The fifth part addresses landslide monitoring and early warning systems. Finally, an assessment is made of the current issues and research status concerning landslide studies in the Qinling Mountains, followed by a discussion on future research directions.
| Azarafza, M., Ghazifard, A., Akgün, H., et al., 2018. Landslide Susceptibility Assessment of South Pars Special Zone, Southwest Iran. Environmental Earth Sciences, 77(24): 805. https://doi.org/10.1007/s12665-018-7978-1 |
| Bai, S. B., Wang, J., Glade, T., et al., 2013. Rainfall Threshold Analysis and Landslide Susceptibility Mapping in Wudu County. Landslide Science and Practice. Springer Berlin Heidelberg, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-31445-2_86 |
| Bai, S. B., Wang, J., Thiebes, B., et al., 2014. Analysis of the Relationship of Landslide Occurrence with Rainfall: A Case Study of Wudu County, China. Arabian Journal of Geosciences, 7(4): 1277–1285. https://doi.org/10.1007/s12517-013-0939-9 |
| Bhuiyan, T. R., Muhamad, N., Lim, C. S., et al., 2023. Assessing Damage Data Availability in National Landslide Databases for SFDRR Reporting: A Case Study of Kuala Lumpur as a Local-Level Application. Landslides, 20(10): 2271–2290. https://doi.org/10.1007/s10346-023-02085-9 |
| Bíl, M., Raška, P., Dolák, L., et al., 2021. CHILDA–Czech Historical Landslide Database. Natural Hazards and Earth System Sciences, 21(8): 2581–2596. https://doi.org/10.5194/nhess-21-2581-2021 |
| Blahůt, J., Balek, J., Klimeš, J., et al., 2019. A Comprehensive Global Database of Giant Landslides on Volcanic Islands. Landslides, 16(10): 2045–2052. https://doi.org/10.1007/s10346-019-01275-8 |
| Bragagnolo, L., da Silva, R. V., Grzybowski, J. M. V., 2020. Artificial Neural Network Ensembles Applied to the Mapping of Landslide Susceptibility. CATENA, 184: 104240. https://doi.org/10.1016/j.catena.2019.104240 |
| Broeckx, J., Vanmaercke, M., Duchateau, R., et al., 2018. A Data-Based Landslide Susceptibility Map of Africa. Earth-Science Reviews, 185: 102–121. https://doi.org/10.1016/j.earscirev.2018.05.002 |
| Carlà, T., Raspini, F., Intrieri, E., et al., 2016. A Simple Method to Help Determine Landslide Susceptibility from Spaceborne InSAR Data: The Montescaglioso Case Study. Environmental Earth Sciences, 75(24): 1492. https://doi.org/10.1007/s12665-016-6308-8 |
| Chang, M., Sun, W. J., Xu, H. Z., et al., 2023. Identification and Deformation Analysis of Potential Landslides after the Jiuzhaigou Earthquake by SBAS-InSAR. Environmental Science and Pollution Research, 30(13): 39093–39106. https://doi.org/10.1007/s11356-022-25055-5 |
|
Che, A. L., Zhou, H. X., Chen, J. C., et al., 2022. Seismic Landslide Susceptibility Assessment Based on Seismic Ground Motion and Earthquake Disaster Analysis. Proceedings of the 4th International Conference on Performance Based Design in Earthquake Geotechnical Engineering (Beijing 2022). Springer International Publishing, Cham. |
| Chen, J. C., Wang, L. M., Wang, P., et al., 2022. Failure Mechanism Investigation on Loess-Mudstone Landslides Based on the Hilbert-Huang Transform Method Using a Large-Scale Shaking Table Test. Engineering Geology, 302: 106630. https://doi.org/10.1016/j.enggeo.2022.106630 |
| Chen, J. Y., Li, L., Xu, C., et al., 2023. Freely Accessible Inventory and Spatial Distribution of Large-Scale Landslides in Xianyang City, Shaanxi Province, China. Earthquake Research Advances, 3(3): 100217. https://doi.org/10.1016/j.eqrea.2023.100217 |
| Chen, S., Miao, Z. L., Wu, L. X., 2022. A Method for Seismic Landslide Hazard Assessment Using Simplified Newmark Displacement Model Based on Modified Strength Parameters of Rock Mass. Acta Seismologica Sinica, 44(3): 512–527 (in Chinese with English Abstract) |
|
Chen, W., Pourghasemi, H. R., Kornejady, A., et al., 2018. GIS-Based Landslide Susceptibility Evaluation Using Certainty Factor and Index of Entropy Ensembled with Alternating Decision Tree Models. Pourghasemi, H. R., Rossi, M., eds. Advances in Natural and Technological Hazards Research. Cham: Springer International Publishing: 225–251. |
| Chen, W., Sun, Z. H., Han, J. C., 2019. Landslide Susceptibility Modeling Using Integrated Ensemble Weights of Evidence with Logistic Regression and Random Forest Models. Applied Sciences, 9(1): 171. https://doi.org/10.3390/app9010171 |
| Chen, X. L., Shan, X. J., Wang, M. M., et al., 2020. Distribution Pattern of Coseismic Landslides Triggered by the 2017 Jiuzhaigou Ms 7.0 Earthquake of China: Control of Seismic Landslide Susceptibility. ISPRS International Journal of Geo-Information, 9(4): 198. https://doi.org/10.3390/ijgi9040198 |
| Cui, F. P., Xiong, C., Wu, Q., et al., 2021. Dynamic Response of the Daguangbao Landslide Triggered by the Wenchuan Earthquake with a Composite Hypocenter. Geomatics, Natural Hazards and Risk, 12(1): 2170–2193. https://doi.org/10.1080/19475705.2021.1944916 |
| Cui, S. H., Pei, X. J., Jiang, Y., et al., 2021. Liquefaction within a Bedding Fault: Understanding the Initiation and Movement of the Daguangbao Landslide Triggered by the 2008 Wenchuan Earthquake (Ms = 8.0). Engineering Geology, 295: 106455. https://doi.org/10.1016/j.enggeo.2021.106455 |
| Cui, Y. L., Hu, J. H., Xu, C., et al., 2021. A Catastrophic Natural Disaster Chain of Typhoon-Rainstorm-Landslide-Barrier Lake-Flooding in Zhejiang Province, China. Journal of Mountain Science, 18(8): 2108–2119. https://doi.org/10.1007/s11629-020-6513-5 |
| Cui, Y. L., Hu, J. H., Zheng, J., et al., 2022. Susceptibility Assessment of Landslides Caused by Snowmelt in a Typical Loess Area in the Yining County, Xinjiang, China. Quarterly Journal of Engineering Geology and Hydrogeology, 55(1): qjegh2021-024. https://doi.org/10.1144/qjegh2021-024 |
| Dai, C., Li, W. L., Lu, H. Y., et al., 2023. Landslide Hazard Assessment Method Considering the Deformation Factor: A Case Study of Zhouqu, Gansu Province, Northwest China. Remote Sensing, 15(3): 596. https://doi.org/10.3390/rs15030596 |
| Dai, C., Li, W. L., Wang, D., et al., 2021. Active Landslide Detection Based on Sentinel-1 Data and InSAR Technology in Zhouqu County, Gansu Province, Northwest China. Journal of Earth Science, 32(5): 1092–1103. https://doi.org/10.1007/s12583-020-1380-0 |
| Dai, L. X., Xu, Q., Fan, X. M., et al., 2017. A Preliminary Study on Spatial Distribution Patterns of Landslides Triggered by Jiuzhaigou Earthquake in Sichuan on August 8TH, 2017 and Their Susceptibility Assessment. Journal of Engineering Geology, 25(4): 1151–1164 (in Chinese with English Abstract) |
| Damm, B., Klose, M., 2015. The Landslide Database for Germany: Closing the Gap at National Level. Geomorphology, 249: 82–93. https://doi.org/10.1016/j.geomorph.2015.03.021 |
| Ding, B., Zhai, X., Zhang, W., et al., 2022. Analysis and Numerical Simulation of the Stability of Large High-Position Accumulation Landslides. China Earthquake Engineering Journal, 44(4): 786–793, 802 (in Chinese with English Abstract) |
| Dong, Y. P., Shi, X. H., Sun, S. S., et al., 2022. Co-Evolution of the Cenozoic Tectonics, Geomorphology, Environment and Ecosystem in the Qinling Mountains and Adjacent Areas, Central China. Geosystems and Geoenvironment, 1(2): 100032. https://doi.org/10.1016/j.geogeo.2022.100032 |
| Fan, X. M., Scaringi, G., Xu, Q., et al., 2018. Coseismic Landslides Triggered by the 8th August 2017 Ms 7.0 Jiuzhaigou Earthquake (Sichuan, China): Factors Controlling Their Spatial Distribution and Implications for the Seismogenic Blind Fault Identification. Landslides, 15(5): 967–983. https://doi.org/10.1007/s10346-018-0960-x |
| Fan, X. M., van Westen, C. J., Xu, Q., et al., 2012. Analysis of Landslide Dams Induced by the 2008 Wenchuan Earthquake. Journal of Asian Earth Sciences, 57: 25–37. https://doi.org/10.1016/j.jseaes.2012.06.002 |
| Fang, C. Y., Fan, X. M., Zhong, H., et al., 2022. A Novel Historical Landslide Detection Approach Based on LiDAR and Lightweight Attention U-Net. Remote Sensing, 14(17): 4357. https://doi.org/10.3390/rs14174357 |
| Gao, B., Zhang, M. S., Jia, J., et al., 2016. Risk Assessment and Formation Mechanism for Typical Soil Landslide in South Qinling Mountains of Shaanxi Province—Taking Shanyang School Landslide as an Example. Bulletin of Soil and Water Conservation, 36(6): 97–101, 109(in Chinese with English Abstract) |
| Gao, G., Meguid, M. A., Chouinard, L. E., et al., 2021. Dynamic Disintegration Processes Accompanying Transport of an Earthquake-Induced Landslide. Landslides, 18(3): 909–933. https://doi.org/10.1007/s10346-020-01508-1 |
| Gao, T., Yang, M., Han, H. H., et al., 2018. Application of China Satellite Data in Geological Hazards Survey and Evaluation: Taking Baoji Loess Area as Example. Journal of Physics: Conference Series, 1053: 012045. https://doi.org/10.1088/1742-6596/1053/1/012045 |
|
Geertsema, M., Clague, J., 2009. Natural Dams, Temporary Lakes, and Outburst Floods in Western Canada. Proceedings of the 1st World Landslide Forum: 211–214. |
| Gnyawali, K., Dahal, K., Talchabhadel, R., et al., 2023. Framework for Rainfall-Triggered Landslide-Prone Critical Infrastructure Zonation. The Science of the Total Environment, 872: 162242. https://doi.org/10.1016/j.scitotenv.2023.162242 |
| Gui, X., Liang, S., Zhao, H., et al., 2020. Spatial Distribution Pattern of Landslides and Its Influencing Factors in Baxie River Basin Based on Fractal Theory. China Earthquake Engineering Journal, 42(1): 250–258 (in Chinese with English Abstract) doi: 10.3969/j.issn.1000-0844.2020.01.250 |
| He, J. Y., Qiu, H. J., Qu, F. H., et al., 2021. Prediction of Spatiotemporal Stability and Rainfall Threshold of Shallow Landslides Using the TRIGRS and Scoops3D Models. CATENA, 197: 104999. https://doi.org/10.1016/j.catena.2020.104999 |
| He, Y., Wang, W. H., Zhang, L. F., et al., 2023. An Identification Method of Potential Landslide Zones Using InSAR Data and Landslide Susceptibility. Geomatics, Natural Hazards and Risk, 14(1): 2185120. https://doi.org/10.1080/19475705.2023.2185120 |
| Hong, H. Y., Miao, Y. M., Liu, J. Z., et al., 2019. Exploring the Effects of the Design and Quantity of Absence Data on the Performance of Random Forest-Based Landslide Susceptibility Mapping. CATENA, 176: 45–64. https://doi.org/10.1016/j.catena.2018.12.035 |
| Hu, J., 2018. Research on Deformation and Failure Mechanism of Stratified Slope in Gaotan Area of Ziyang County, Qin-Ba Mountain Area: [Dissertation]. Chang'an University, Xi'an (in Chinese with English Abstract) |
| Huang, D., Gu, D. M., Song, Y. X., et al., 2018. Towards a Complete Understanding of the Triggering Mechanism of a Large Reactivated Landslide in the Three Gorges Reservoir. Engineering Geology, 238: 36–51. https://doi.org/10.1016/j.enggeo.2018.03.008 |
| Huang, J. L., Zeng, X. Y., Ding, L., et al., 2022. Landslide Susceptibility Evaluation Using Different Slope Units Based on BP Neural Network. Computational Intelligence and Neuroscience, 2022: 9923775. https://doi.org/10.1155/2022/9923775 |
| Huang, R. Q., Pei, X. J., Fan, X. M., et al., 2012. The Characteristics and Failure Mechanism of the Largest Landslide Triggered by the Wenchuan Earthquake, May 12, 2008, China. Landslides, 9(1): 131–142. https://doi.org/10.1007/s10346-011-0276-6 |
| Huang, Y. D., Li, L., Xu, C., et al., 2022. Spatiotemporal Distribution Patterns of Deadly Geohazard Events in China, 2013–2019. Natural Hazards Research, 2(4): 316–324. https://doi.org/10.1016/j.nhres.2022.10.003 |
| Hungr, O., Leroueil, S., Picarelli, L., 2014. The Varnes Classification of Landslide Types, an Update. Landslides, 11(2): 167–194. https://doi.org/10.1007/s10346-013-0436-y |
| Ji, J., Cui, H. Z., Zhang, T., et al., 2022. A GIS-Based Tool for Probabilistic Physical Modelling and Prediction of Landslides: GIS-FORM Landslide Susceptibility Analysis in Seismic Areas. Landslides, 19(9): 2213–2231. https://doi.org/10.1007/s10346-022-01885-9 |
| Kirschbaum, D. B., Adler, R., Hong, Y., et al., 2010. A Global Landslide Catalog for Hazard Applications: Method, Results, and Limitations. Natural Hazards, 52(3): 561–575. https://doi.org/10.1007/s11069-009-9401-4 |
| Komac, M., Hribernik, K., 2015. Slovenian National Landslide Database as a Basis for Statistical Assessment of Landslide Phenomena in Slovenia. Geomorphology, 249: 94–102. https://doi.org/10.1016/j.geomorph.2015.02.005 |
| Li, B., Gao, Y., Yin, Y. P., et al., 2022. Rainstorm-Induced Large-Scale Landslides in Northeastern Chongqing, China, August 31 to September 2, 2014. Bulletin of Engineering Geology and the Environment, 81(7): 271. https://doi.org/10.1007/s10064-022-02763-3 |
| Li, B. R., Yang, G. S., 2012. Vulnerability Assessment of Accumulation Landslide in Qinling-Bashan Mountain Area. Journal of Yangtze River Scientific Research Institute, 29(10): 73–77 (in Chinese with English Abstract) doi: 10.3969/j.issn.1001-5485.2012.10.014 |
| Li, C. R., Wang, M., Chen, F., et al., 2023. Integrating the SLIDE Model within CAESAR-Lisflood: Modeling the 'Rainfall-Landslide-Flash Flood' Disaster Chain Mechanism under Landscape Evolution in a Mountainous Area. Catena, 227: 107124. https://doi.org/10.1016/j.catena.2023.107124 |
| Li, G., Tang, M. G., Zhang, M. L., et al., 2023. Slope Stability under the Influence of Irrigation and Frozen Stagnant Water Effect in Heifangtai. Bulletin of Engineering Geology and the Environment, 82(7): 254. https://doi.org/10.1007/s10064-023-03264-7 |
| Li, J., 2019. Study on the Hydrological Response and Stability of the Rainfall-Type Accumulation Landslide Based on the Field Monitoring-Taking the Shai Zhiliang Landslide in Zhenba County, Qinba Mountain Area as an Example: [Dissertation]. Chang'an University, Xi'an (in Chinese) |
| Li, L., Xu, C., Yang, Z. Q., et al., 2022. An Inventory of Large-Scale Landslides in Baoji City, Shaanxi Province, China. Data, 7(8): 114. https://doi.org/10.3390/data7080114 |
| Li, L., Xu, C., Zhang, Z. J., et al., 2021. Spatial Distribution and Its Control Factors of Landslides in Longxi County, Gansu Province, China. IOP Conference Series: Earth and Environmental Science, 861(5): 052013. https://doi.org/10.1088/1755-1315/861/5/052013 |
| Li, M. H., Zhang, L., Yang, M. S., et al., 2023. Complex Surface Displacements of the Nanyu Landslide in Zhouqu, China Revealed by Multi-Platform InSAR Observations. Engineering Geology, 317: 107069. https://doi.org/10.1016/j.enggeo.2023.107069 |
| Li, M. Y., Ma, C., Du, C., et al., 2021. Landslide Response to Vegetation by Example of July 25–26, 2013, Extreme Rainstorm, Tianshui, Gansu Province, China. Bulletin of Engineering Geology and the Environment, 80(2): 751–764. https://doi.org/10.1007/s10064-020-02000-9 |
| Li, S. Q., Chen, Y. S., Liu, H. B., et al., 2023. Empirical Seismic Vulnerability Assessment Model of Typical Urban Buildings. Bulletin of Earthquake Engineering, 21(4): 2217–2257. https://doi.org/10.1007/s10518-022-01585-8 |
| Li, W. Y., Liu, C., Hong, Y., et al., 2016. A Public Cloud-Based China's Landslide Inventory Database (CsLID): Development, Zone, and Spatiotemporal Analysis for Significant Historical Events, 1949–2011. Journal of Mountain Science, 13(7): 1275–1285. https://doi.org/10.1007/s11629-015-3659-7 |
| Li, X. P., He, S. M., Luo, Y., et al., 2012. Simulation of the Sliding Process of Donghekou Landslide Triggered by the Wenchuan Earthquake Using a Distinct Element Method. Environmental Earth Sciences, 65(4): 1049–1054. https://doi.org/10.1007/s12665-011-0953-8 |
| Li, Y. C., Lin, F. K., Luo, X. G., et al., 2022. Application of an Ensemble Learning Model Based on Random Subspace and a J48 Decision Tree for Landslide Susceptibility Mapping: A Case Study for Qingchuan, Sichuan, China. Environmental Earth Sciences, 81(9): 267. https://doi.org/10.1007/s12665-022-10389-7 |
| Liang, R. B., Dai, K. R., Shi, X. L., et al., 2021. Automated Mapping of Ms 7.0 Jiuzhaigou Earthquake (China) Post-Disaster Landslides Based on High-Resolution UAV Imagery. Remote Sensing, 13(7): 1330. https://doi.org/10.3390/rs13071330 |
| Liang, S., Chen, D., Li, D. H., et al., 2021. Spatial and Temporal Distribution of Geologic Hazards in Shaanxi Province. Remote Sensing, 13(21): 4259. https://doi.org/10.3390/rs13214259 |
| Lin, Z. A., Ji, Y. F., Liang, W. B., et al., 2022. Landslide Displacement Prediction Based on Time-Frequency Analysis and LMD-BiLSTM Model. Mathematics, 10(13): 2203. https://doi.org/10.3390/math10132203 |
| Liu, B., Hu, X. W., He, K., et al., 2020. The Starting Mechanism and Movement Process of the Coseismic Rockslide: A Case Study of the Laoyingyan Rockslide Induced by the "5.12" Wenchuan Earthquake. Journal of Mountain Science, 17(5): 1188–1205. https://doi.org/10.1007/s11629-019-5775-2 |
| Liu, G. R., Yan, E. C., Lian, C., 2002. Discussion on Classification of Landslides. Journal of Engineering Geology, 10(4): 339–342 (in Chinese with English Abstract) doi: 10.3969/j.issn.1004-9665.2002.04.001 |
| Liu, H., 2005. Uplift and the Environmental Disastrous Effects in Qinling Mountains. Northwestern Geology, 38(1): 89–93 (in Chinese with English Abstract) doi: 10.3969/j.issn.1009-6248.2005.01.012 |
| Liu, J., Wu, Z., Zhang, H. W., 2021. Analysis of Changes in Landslide Susceptibility According to Land Use over 38 Years in Lixian County, China. Sustainability, 13(19): 10858. https://doi.org/10.3390/su131910858 |
| Liu, M. M., Liu, J. P., Xu, S. H., et al., 2021. Landslide Susceptibility Mapping with the Fusion of Multi-Feature SVM Model Based FCM Sampling Strategy: A Case Study from Shaanxi Province. International Journal of Image and Data Fusion, 12(4): 349–366. https://doi.org/10.1080/19479832.2021.1961316 |
| Liu, R., Yang, X., Xu, C., et al., 2022. Comparative Study of Convolutional Neural Network and Conventional Machine Learning Methods for Landslide Susceptibility Mapping. Remote Sensing, 14(2): 321. https://doi.org/10.3390/rs14020321 |
| Liu, Y. M., Wang, C. H., Gao, G. Y., et al., 2020. Analysis of the Instability Conditions and Failure Mode of a Special Type of Translational Landslide Using Long-Term Monitoring Data: A Case Study of the Wobaoshi Landslide (in Bazhong, China). Natural Hazards and Earth System Sciences, 20(5): 1305–1319. https://doi.org/10.5194/nhess-20-1305-2020 |
| Liu, Z. J., Qiu, H. J., Zhu, Y. R., et al., 2022. Efficient Identification and Monitoring of Landslides by Time-Series InSAR Combining Single- and Multi-Look Phases. Remote Sensing, 14(4): 1026. https://doi.org/10.3390/rs14041026 |
| Long, Y. J., Li, W. L., Huang, R. Q., et al., 2023. A Comparative Study of Supervised Classification Methods for Investigating Landslide Evolution in the Mianyuan River Basin, China. Journal of Earth Science, 34(2): 316–329. https://doi.org/10.1007/s12583-021-1525-9 |
| Lu, P., Bai, S. B., Tofani, V., et al., 2019. Landslides Detection through Optimized Hot Spot Analysis on Persistent Scatterers and Distributed Scatterers. ISPRS Journal of Photogrammetry and Remote Sensing, 156: 147–159. https://doi.org/10.1016/j.isprsjprs.2019.08.004 |
| Luo, G., Chen, X. N., Zhang, Q., et al., 2023. Failure Mechanism and Sedimentary Characteristics of a Catastrophic Rockslide Avalanche Induced by the 2008 Wenchuan Earthquake. Landslides, 20(1): 25–38. https://doi.org/10.1007/s10346-022-01955-y |
| Luo, G., Hu, X. W., Gu, C. Z., et al., 2012. Numerical Simulations of Kinetic Formation Mechanism of Tangjiashan Landslide. Journal of Rock Mechanics and Geotechnical Engineering, 4(2): 149–159. https://doi.org/10.3724/SP.J.1235.2012.00149 |
| Luo, L. G., Pei, X. J., Zhong, C. G., et al., 2022. Multi-Temporal Landslide Inventory-Based Statistical Susceptibility Modeling Associated with the 2017 Mw 6.5 Jiuzhaigou Earthquake, Sichuan, China. Frontiers in Environmental Science, 10: 858635. https://doi.org/10.3389/fenvs.2022.858635 |
| LV, J., Fan, W., Lü, Y., et al., 2018. Influence of Topographic Hollows on Seepage and Stability of Landslides: Numerical Simulation. Journal of Yangtze River Scientific Research Institute, 35(4): 123–128 (in Chinese with English Abstract) |
| Ma, Q., 2011. Analysis for Control Function of Formation Lithology and Geologic Structure for the Geological Hazards in Qinling-Bashan Mountains: [Dissertation]. Chang'an University, Xi'an (in Chinese) |
| Ma, S. Y., Qiu, H. J., Hu, S., et al., 2021. Characteristics and Geomorphology Change Detection Analysis of the Jiangdingya Landslide on July 12, 2018, China. Landslides, 18(1): 383–396. https://doi.org/10.1007/s10346-020-01530-3 |
| Ma, S. Y., Shao, X. Y., Xu, C., et al., 2023. Insight from a Physical-Based Model for the Triggering Mechanism of Loess Landslides Induced by the 2013 Tianshui Heavy Rainfall Event. Water, 15(3): 443. https://doi.org/10.3390/w15030443 |
| Ma, S. Y., Xu, C., Shao, X. Y., 2020. Spatial Prediction Strategy for Landslides Triggered by Large Earthquakes Oriented to Emergency Response, Mid-Term Resettlement and Later Reconstruction. International Journal of Disaster Risk Reduction, 43: 101362. https://doi.org/10.1016/j.ijdrr.2019.101362 |
| Meng, H., Zhan, J., Lu, Q., et al., 2023. Kinematics Characteristics and Numerical Simulation Analysis of "8.12" Giant Landslide in Shanyang County, Shaanxi Province. Journal of Engineering Geology, 31(6): 1910-1928 (in Chinese with English Abstract) |
|
Nguyen, B. Q. V., Do, T. H., Kim, Y. T., 2022. Assessing Landslide Susceptibility in Korea Using a Deep Neural Network. Lecture Notes in Civil Engineering, Springer Nature Singapore, Singapore. |
| Peng, J. B., Fan, Z. J., Wu, D., et al., 2015. Heavy Rainfall Triggered Loess–Mudstone Landslide and Subsequent Debris Flow in Tianshui, China. Engineering Geology, 186: 79–90. https://doi.org/10.1016/j.enggeo.2014.08.015 |
| Peng, J. B., Leng, Y. Q., Zhu, X. H., et al., 2016. Development of a Loess-Mudstone Landslide in a Fault Fracture Zone. Environmental Earth Sciences, 75(8): 658. https://doi.org/10.1007/s12665-016-5336-8 |
| Pennington, C., Freeborough, K., Dashwood, C., et al., 2015. The National Landslide Database of Great Britain: Acquisition, Communication and the Role of Social Media. Geomorphology, 249: 44–51. https://doi.org/10.1016/j.geomorph.2015.03.013 |
| Qi, T. J., Zhao, Y., Meng, X. M., et al., 2021. Distribution Modeling and Factor Correlation Analysis of Landslides in the Large Fault Zone of the Western Qinling Mountains: A Machine Learning Algorithm. Remote Sensing, 13(24): 4990. https://doi.org/10.3390/rs13244990 |
| Qi, W. W., Wei, M. F., Yang, W. T., et al., 2020. Automatic Mapping of Landslides by the ResU-Net. Remote Sensing, 12(15): 2487. https://doi.org/10.3390/rs12152487 |
| Qi, W. W., Xu, C., Xu, X. W., 2021. AutoGluon: a Revolutionary Framework for Landslide Hazard Analysis. Natural Hazards Research, 1(3): 103–108. https://doi.org/10.1016/j.nhres.2021.07.002 |
|
Qi, Y., Zhao, H. T., Zhang, J. L., et al., 2015. Fast Hazard Mapping System for Geological Disaster Emergency Rescue Services in Zhouqu County 2015 IEEE International Geoscience and Remote Sensing Symposium (IGARSS). July 26–31, 2015. Milan, Italy. IEEE. |
| Rosser, B., Dellow, S., Haubrock, S., et al., 2017. New Zealand's National Landslide Database. Landslides, 14(6): 1949–1959. https://doi.org/10.1007/s10346-017-0843-6 |
| Shao, L. F., 2019. Geological Disaster Prevention and Control and Resource Protection in Mineral Resource Exploitation Region. International Journal of Low-Carbon Technologies, 14(2): 142–146. https://doi.org/10.1093/ijlct/ctz003 |
| Shao, X. Y., Ma, S. Y., Xu, C., et al., 2020. Effects of Raster Resolution on Real Probability of Landslides. Remote Sensing Applications: Society and Environment, 19: 100364. https://doi.org/10.1016/j.rsase.2020.100364 |
| Shi, L., Wang, T., Xin, P., 2013. Development Characteristics of the geo-Harzards in Baoji City, Shaanxi Province. Journal of Geomechanics, 19(4): 351–363 (in Chinese with English Abstract) doi: 10.3969/j.issn.1006-6616.2013.04.001 |
| Shi, M., 2007. The Preliminary Study on Meteorological Mechanism of Landslip and Debris Flow in Qinling and Bashan Mountainous Regions: [Dissertation]. Lanzhou University, Lanzhou (in Chinese) |
| Sun, D. L., Gu, Q. Y., Wen, H. J., et al., 2023. Assessment of Landslide Susceptibility along Mountain Highways Based on Different Machine Learning Algorithms and Mapping Units by Hybrid Factors Screening and Sample Optimization. Gondwana Research, 123: 89–106. https://doi.org/10.1016/j.gr.2022.07.013 |
| Sun, G., Kuang, M., Qu, H., 2005. Research of Geological Disaster in Qingling-Bashan Mountains. Research of Soil and Water Conservation, 12(5): 240–243 (in Chinese with English Abstract) doi: 10.3969/j.issn.1005-3409.2005.05.062 |
| Tian, Y. Y., Owen, L. A., Xu, C., et al., 2020. Landslide Development within 3 Years after the 2015 Mw 7.8 Gorkha Earthquake, Nepal. Landslides, 17(5): 1251–1267. https://doi.org/10.1007/s10346-020-01366-x |
| Tian, Y. Y., Xu, C., Ma, S. Y., et al., 2019. Inventory and Spatial Distribution of Landslides Triggered by the 8th August 2017 Mw 6.5 Jiuzhaigou Earthquake, China. Journal of Earth Science, 30(1): 206–217. https://doi.org/10.1007/s12583-018-0869-2 |
| Tian, Y. Y., Xu, C., Xu, X. W., et al., 2016. Detailed Inventory Mapping and Spatial Analyses to Landslides Induced by the 2013 Ms 6.6 Minxian Earthquake of China. Journal of Earth Science, 27(6): 1016–1026. https://doi.org/10.1007/s12583-016-0905-z |
| Wang, L. L., Li, L. G., Yang, X., 2018. Instability Initiation Mechanism of Gravel Soil Slope in Three Gorges Reservoir: Case Study of Hongyanzi Landslide in Wushan County. Chinese Journal of Geotechnical Engineering, 40(S2): 209–214 (in Chinese with English Abstract) doi: 10.11779/CJGE2018S2042 |
| Wang, P., Li, L., Xu, C., et al., 2022. An Open Source Inventory and Spatial Distribution of Landslides in Jiyuan City, Henan Province, China. Natural Hazards Research, 2(4): 325–330. https://doi.org/10.1016/j.nhres.2022.10.004 |
| Wang, T., Shi, J., Wu, S., et al., 2010. Formation Mechanism of Wenjiagou High-Speed and Long-Runout Debris Avalanche Triggered by Wenchuan Earthquake. Journal of Engineering Geology, 18(5): 631–644 (in Chinese with English Abstract) doi: 10.3969/j.issn.1004-9665.2010.05.005 |
| Wang, X., Fan, X. M., Xu, Q., et al., 2022. Change Detection-Based Co-Seismic Landslide Mapping through Extended Morphological Profiles and Ensemble Strategy. ISPRS Journal of Photogrammetry and Remote Sensing, 187: 225–239. https://doi.org/10.1016/j.isprsjprs.2022.03.011 |
| Wang, Y. J., Cui, X. M., Che, Y. H., et al., 2022. Automatic Identification of Slope Active Deformation Areas in the Zhouqu Region of China with DS-InSAR Results. Frontiers in Environmental Science, 10: 883427. https://doi.org/10.3389/fenvs.2022.883427 |
| Wang, Y., Wen, H. J., Sun, D. L., et al., 2021. Quantitative Assessment of Landslide Risk Based on Susceptibility Mapping Using Random Forest and GeoDetector. Remote Sensing, 13(13): 2625. https://doi.org/10.3390/rs13132625 |
| Wei, X. S., Fan, W., Cao, Y. B., et al., 2020. Integrated Experiments on Field Monitoring and Hydro-Mechanical Modeling for Determination of a Triggering Threshold of Rainfall-Induced Shallow Landslides. ACase Study in Ren River Catchment, China. Bulletin of Engineering Geology and the Environment, 79(1): 513–532. https://doi.org/10.1007/s10064-019-01570-7 |
| Wen, H., Song, C., Xiang, X., et al., 2022. Optical Remote Sensing Change Detection Method for the Identification of Landslide Clusters Induced by Heavy Rainfall. Science of Surveying and Mapping, 47(5): 193–202 (in Chinese with English Abstract) |
| Wen, Z., Zeng, Q., Tian, Z., et al., 2022. Characteristics and Activity Analysis of Main Active Faults in Tianshui City, North Margin of Western Qinling Mountains. Northwestern Geology, 55(2): 166–175 (in Chinese with English Abstract) |
| Woodard, J. B., Mirus, B. B., Crawford, M. M., et al., 2023. Mapping Landslide Susceptibility over Large Regions with Limited Data. Journal of Geophysical Research: Earth Surface, 128(5): e2022JF006810. https://doi.org/10.1029/2022jf006810 |
| Wu, H., Trigg, M. A., Murphy, W., et al., 2022. A New Global Landslide Dam Database (RAGLAD) and Analysis Utilizing Auxiliary Global Fluvial Datasets. Landslides, 19(3): 555–572. https://doi.org/10.1007/s10346-021-01817-z |
| Wu, Y., 2012. Study on Deformation and Failure Mechanism of Landslide of the Soil-Rock Mixture in the Qin-Ba Mountain Region-A Case Study of Landslide in Ziyang County: [Dissertation]. Chang'an University, Xi'an (in Chinese) |
| Xing, X., 2013. The Mechanism of Irrigation-Induced Flow-Slide and Its Motion Simulation-Taking Gaolou Village Landslide as the research object: [Dissertation]. Chang'an University, Xi'an (in Chinese) |
| Xiong, W., Fan, W., 2014. Disaster Law of Shallow Landslide in Qin-Ba Mountain Region. Journal of Catastrophology, 29(1): 228–233 (in Chinese with English Abstract) |
| Xu, B., Zhu, Q., Li, H., et al., 2022. A Landslide Extraction Method of Remote Sensing Image Based on Multi-Scale Depth Attention Mode. Journal of Geomatics, 47(3): 108–112 (in Chinese with English Abstract) |
| Xu, C., Xu, X. W., 2014a. Statistical Analysis of Landslides Caused by the Mw 6.9 Yushu, China, Earthquake of April 14, 2010. Natural Hazards, 72(2): 871–893. https://doi.org/10.1007/s11069-014-1038-2 |
|
Xu, C., Xu, X. W., 2020. A Panoramic View of the Landslides Triggered by the may 12th, 2008 Mw 7.9 Earthquake in Wenchuan, China. Lo, C. H., Xu, X. W., Chang, W. Y., et al., eds. Earthquake Geology and Tectonophysics around Eastern Tibet and Taiwan, Springer Singapore, Singapore. 25–41. |
| Xu, C., Xu, X. W., Shyu, J. B. H., et al., 2014. Landslides Triggered by the 22 July 2013 Minxian-Zhangxian, China, Mw 5.9 Earthquake: Inventory Compiling and Spatial Distribution Analysis. Journal of Asian Earth Sciences, 92: 125–142. https://doi.org/10.1016/j.jseaes.2014.06.014 |
| Xu, C., Xu, X. W., 2014b. Construction of Basic Earthquake-Triggered Landslides Dataset for Several Large Earthquake Events at the Beginning of the Twenty-First Century. Seismology and Geology, 36(1): 90–104 (in Chinese with English Abstract) |
| Xu, L. L., Chen, C. L P., Qing, F., et al., 2022. Graph-Represented Broad Learning System for Landslide Susceptibility Mapping in Alpine-Canyon Region. Remote Sensing, 14(12): 2773. https://doi.org/10.3390/rs14122773 |
| Xu, Q. S., Ouyang, C. J., Jiang, T. H., et al., 2022. MFFENet and ADANet: a Robust Deep Transfer Learning Method and Its Application in High Precision and Fast Cross-Scene Recognition of Earthquake-Induced Landslides. Landslides, 19(7): 1617–1647. https://doi.org/10.1007/s10346-022-01847-1 |
| Xu, Q., Dong, X. J., Li, W. L., 2019. Integrated Space-Air-Ground Early Detection, Monitoring and Warning System for Potential Catastrophic Geohazards. Geomatics and Information Science of Wuhan University, 44(7): 957–966 (in Chinese with English Abstract) |
| Xu, Q., Ye, Z., Liu, Q., et al., 2022. 3D Rock Structure Digital Characterization Using Airborne LiDAR and Unmanned Aerial Vehicle Techniques for Stability Analysis of a Blocky Rock Mass Slope. Remote Sensing, 14(13): 3044. https://doi.org/10.3390/rs14133044 |
| Xu, Y. R., Jing, L. Z., Allen, M. B., et al., 2022. Understanding Historical Earthquakes by Mapping Coseismic Landslides in the Loess Plateau, Northwest China. Earth Surface Processes and Landforms, 47(9): 2266–2282. https://doi.org/10.1002/esp.5375 |
| Xue, Z. W., Xu, C., Xu, X. W., 2023. Application of ChatGPT in Natural Disaster Prevention and Reduction. Natural Hazards Research, 3(3): 556–562. https://doi.org/10.1016/j.nhres.2023.07.005 |
| Yang, B. B., Yin, K. L., Lacasse, S., et al., 2019. Time Series Analysis and Long Short-Term Memory Neural Network to Predict Landslide Displacement. Landslides, 16(4): 677–694. https://doi.org/10.1007/s10346-018-01127-x |
| Yang, F., Fan, X. M., Wei, Z. L., et al., 2023. Modelling the Evolution of Debris Flows after the 2008 Wenchuan Earthquake. Engineering Geology, 321: 107152. https://doi.org/10.1016/j.enggeo.2023.107152 |
| Yang, J. T., Xu, C., Jin, X., 2023. Joint Effects and Spatiotemporal Characteristics of the Driving Factors of Landslides in Earthquake Areas. Journal of Earth Science, 34(2): 330–338. https://doi.org/10.1007/s12583-021-1465-4 |
| Yang, P. P., Wang, N. Q., Guo, Y. J., et al., 2022. Performance Analysis of Logistic Model Tree-Based Ensemble Learning Algorithms for Landslide Susceptibility Mapping. Journal of Sensors, 2022: 8254356. https://doi.org/10.1155/2022/8254356 |
| Yang, T., Rao, Y. K., Li, B. K., et al., 2023. A Novel Physical Modeling Technique for Slope Failure Caused by Strength Reduction: Comparisons with DEM Simulation. Granular Matter, 25(2): 26. https://doi.org/10.1007/s10035-023-01317-y |
| Yang, W., Su, D., 2020. Geological Hazards Development Characteristics and Their Prevention and Control Measures of Long Distance Pipeline Engineering in Qinba Mountainous Terrain. Natural Gas and Oil, 38(4): 130–134 (in Chinese with English Abstract) |
| Yang, Y. S., Fan, X. M., Wang, X., et al., 2023. Net Primary Productivity Changes Associated with Landslides Induced by the 2008 Wenchuan Earthquake. Land Degradation & Development, 34(4): 1035–1050. https://doi.org/10.1002/ldr.4514 |
| Yang, Y., Tang, C. X., Tang, C., et al., 2023. Spatial and Temporal Evolution of Long-Term Debris Flow Activity and the Dynamic Influence of Condition Factors in the Wenchuan Earthquake-Affected Area, Sichuan, China. Geomorphology, 435: 108755. https://doi.org/10.1016/j.geomorph.2023.108755 |
| Yao, Z., Shunli, H., Shaoqiang, G., 2021. Investigation and Research on Geological Disasters in Nanzheng County. IOP Conference Series: Earth and Environmental Science, 638(1): 012055. https://doi.org/10.1088/1755-1315/638/1/012055 |
| Yu, B., Chen, F., Xu, C., et al., 2021. Matrix SegNet: A Practical Deep Learning Framework for Landslide Mapping from Images of Different Areas with Different Spatial Resolutions. Remote Sensing, 13(16): 3158. https://doi.org/10.3390/rs13163158 |
| Yu, G. Q., Zhang, M. S., Hu, W., 2014. Analysis on the Development Characteristics and Hydrodynamic Conditions for the Massive Debris Flow in Tianshui. Northwestern Geology, 47(3): 185–191 (in Chinese with English abstract) |
| Yun, L., Zhang, X. X., Zheng, Y. C., et al., 2023. Enhance the Accuracy of Landslide Detection in UAV Images Using an Improved Mask R-CNN Model: A Case Study of Sanming, China. Sensors, 23(9): 4287. https://doi.org/10.3390/s23094287 |
| Zan, W. B., Zhang, W. J., Wang, N., et al., 2022. Stability Analysis of Complex Terrain Slope Based on Multi-Source Point Cloud Fusion. Journal of Mountain Science, 19(9): 2703–2714. https://doi.org/10.1007/s11629-022-7307-8 |
| Zhang, A. L., Zhang, P., Dai, Z. W., et al., 2022. Failure Mechanism of the Simiqiao Landslide under Rainfall and Slope Cutting. Arabian Journal of Geosciences, 15(17): 1432. https://doi.org/10.1007/s12517-022-10698-y |
| Zhang, B. P., 2019. Ten Major Scientific Issues Concerning the Study of China's North-South Transitional Zone. Progress in Geography, 38(3): 305–311 (in Chinese with English Abstract) |
|
Zhang, D. W., Cheng, Y. X., Li, L., et al., 2017. Analysis on the Development of Geohazards in Linwei District of Weinan CityProceedings of the 2016 International Conference on Architectural Engineering and Civil Engineering. December 9–11, 2016. Shanghai, China. Atlantis Press, Paris. |
| Zhang, K., Gong, F. M., Li, L., et al., 2022. Mapping the Long-Term Evolution of the Post-Event Deformation of the Guang'an Village Landslide, Chongqing, China Using Multibaseline InSAR Techniques. Forests, 13(6): 887. https://doi.org/10.3390/f13060887 |
| Zhang, P. F., Xu, C., Ma, S. Y., et al., 2020. Automatic Extraction of Seismic Landslides in Large Areas with Complex Environments Based on Deep Learning: An Example of the 2018 Iburi Earthquake, Japan. Remote Sensing, 12(23): 3992. https://doi.org/10.3390/rs12233992 |
| Zhang, S., Sun, P., Ren, J., et al., 2022. Successful Emergency Evacuation from a Catastrophic Loess Landslide Reactivated by the Torrential Rain in October 2021 in Tianshui, Ganusu, NW China. Geoenvironmental Disasters, 9(1): 19. https://doi.org/10.1186/s40677-022-00222-5 |
| Zhang, W. G., Pradhan, B., Stuyts, B., et al., 2023. Application of Artificial Intelligence in Geotechnical and Geohazard Investigations. Geological Journal, 58(6): 2187–2194. https://doi.org/10.1002/gj.4779 |
| Zhang, X., Li, P., Li, Z. B., et al., 2017. Characteristics and Formation Mechanism of the July 25, 2013, Tianshui Group-Occurring Geohazards. Environmental Earth Sciences, 76(5): 219. https://doi.org/10.1007/s12665-017-6542-8 |
| Zhang, Z. L., Wang, T., Wu, S. R., 2020. Distribution and Features of Landslides in the Tianshui Basin, Northwest China. Journal of Mountain Science, 17(3): 686–708. https://doi.org/10.1007/s11629-019-5595-4 |
| Zhao, B., Wang, Y. S., Luo, Y. H., et al., 2018. Landslides and Dam Damage Resulting from the Jiuzhaigou Earthquake (8 August 2017), Sichuan, China. Royal Society Open Science, 5(3): 171418. https://doi.org/10.1098/rsos.171418 |
| Zhao, B., Wang, Y. S., Luo, Y. H., et al., 2019. Large Landslides at the Northeastern Margin of the Bayan Har Block, Tibetan Plateau, China. Royal Society Open Science, 6(1): 180844. https://doi.org/10.1098/rsos.180844 |
| Zhao, B., Yuan, L., Geng, X. Y., et al., 2022. Deformation Characteristics of a Large Landslide Reactivated by Human Activity in Wanyuan City, Sichuan Province, China. Landslides, 19(5): 1131–1141. https://doi.org/10.1007/s10346-022-01853-3 |
| Zhao, H. L., Yao, L. H., Mei, G., et al., 2017. A Fuzzy Comprehensive Evaluation Method Based on AHP and Entropy for a Landslide Susceptibility Map. Entropy, 19(8): 396. https://doi.org/10.3390/e19080396 |
| Zhao, L. X., 2020. Relationship between Geological Hazards Distribution and Slope Factors in Qin-Ba Mountain Area. IOP Conference Series: Earth and Environmental Science, 598(1): 012041. https://doi.org/10.1088/1755-1315/598/1/012041 |
| Zhao, X. M., Cai, X. L., Lei, X. J., et al., 2019. Prediction Method of Rainfall-Induced Landslides in Qinba Mountains of South Shaanxi Province Based on Logistic Regression. Journal of Glaciology and Geocryology, 41(1): 175–182 (in Chinese with English Abstract) |
| Zhao, Z., Chen, X., Xu, C., et al., 2021. Discrete Element Modelling and Scenario Prediction of Failure, Movement and Energy Dissipation of a Potential Landslide under a Seismic Loading. Bulletin of Engineering Geology and the Environment, 80(5): 3767–3782. https://doi.org/10.1007/s10064-021-02183-9 |
| Zheng, B., 2015. Study on Bedding Failure Mechanism of Phyllite Slope in Qin-Ba Mountain Area: [Dissertation]. Chang'an University, Xi'an (in Chinese) |
| Zheng, H., Liu, B., Han, S. Y., et al., 2022. Research on Landslide Hazard Spatial Prediction Models Based on Deep Neural Networks: A Case Study of Northwest Sichuan, China. Environmental Earth Sciences, 81(9): 258. https://doi.org/10.1007/s12665-022-10369-x |
| Zheng, T. Y., Li, L., Xu, C., et al., 2023. Spatiotemporal Analysis of Earthquake Distribution and Associated Losses in Chinese Mainland from 1949 to 2021. Sustainability, 15(11): 8646. https://doi.org/10.3390/su15118646 |
| Zhou, J. J., Zhang, X. M., Zhao, F. S., et al., 2019. Research on Risk Assessment of Geological Hazards in qinling-Daba Mountain Area, South Shaanxi Province. Journal of Geomechanics, 25(4): 544–553 (in Chinese with English Abstract) |
| Zhou, X. P., Cheng, H., Wong, L. N. Y., 2019. Three-Dimensional Stability Analysis of Seismically Induced Landslides Using the Displacement-Based Rigorous Limit Equilibrium Method. Bulletin of Engineering Geology and the Environment, 78(7): 4743–4756. https://doi.org/10.1007/s10064-018-01444-4 |
|
Zhuang, J., Peng, J., Du, C., et al., 2022. Characteristics and RISM of Sliding Flow Landslides Triggered by Prolonged Heavy Rainfall in the Loess Area of Tianshui, China. Natural Hazards and Earth System Sciences Discussions: 1–26. |
| Zhuang, Y., Xing, A., Cheng, Q., et al., 2020. Characteristics and Numerical Modeling of a Catastrophic Loess Flow Slide Triggered by the 2013 Minxian-Zhangxian Earthquake in Yongguang Village, Minxian, Gansu, China. Bulletin of Engineering Geology and the Environment, 79(1): 439–449. https://doi.org/10.1007/s10064-019-01542-x |
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