Impact of Non-Landslide Sample Sampling Strategies and Model Selection on Landslide Susceptibility Mapping.

Authors: Jiang, Weijun¹, 1202211547@cug.edu.cn, Li, Ling¹, Niu, Ruiqing¹, niuruiqing@cug.edu.cn

Source: Applied Sciences (2076-3417); Feb2025, Vol. 15 Issue 4, p2132, 24p

Insights from Optimized Non-Landslide Sampling and SHAP Explainability for Landslide Susceptibility Prediction.

Authors: Li, Mengyuan^1,2,3, lmy@imde.ac.cn, Tian, Hongling^1,2,3, thl@imde.ac.cn

Source: Applied Sciences (2076-3417); Feb2025, Vol. 15 Issue 3, p1163, 22p

A Seismic Landslide Hazard Assessment in Small Areas Based on Multilevel Physical and Mechanical Parameters: A Case Study of the Upper Yangzi River.

Authors: Zhan, Yunxin^1,2, zhanyunxin1998@126.com, Song, Zhi^1,2, ldan@mail.cgs.gov.cnsongzhi2024@126.com, Li, Dan¹, xuelian002@mail.cgs.gov.cn, Xue, Lian¹, huangtianju@mail.cgs.gov.cn, Huang, Tianju¹

Source: Applied Sciences (2076-3417); Jan2025, Vol. 15 Issue 2, p777, 16p

Landslide Susceptibility Assessment in Hong Kong with Consideration of Spatio-Temporal Consistency.

Authors: Qiu, Agen^1,2, Wang, Qinglian^1,2, Chen, Yajun^1,3, Tao, Kunwang^1,2, taokw@casm.ac.cn, Peng, Xiangyu^2,4, He, Wangjun^1,2, Gao, Lifeng^1,2, Geli, OU'er⁵, Zhang, Fuhao^1,2

Source: Applied Sciences (2076-3417); Nov2024, Vol. 14 Issue 22, p10654, 20p

Prediction of Landslide Susceptibility in the Karakorum under the Context of Climate Change.

Authors: Pei, Yanqian¹, 20231024@qhnu.edu.cn, Qiu, Haijun², 20231024@qhnu.edu.cnzhuyaru@stumail.nwu.edu.cn, Zhu, Yaru²

Source: Applied Sciences (2076-3417); Sep2024, Vol. 14 Issue 18, p8562, 18p

Construction and Optimization of Landslide Susceptibility Assessment Model Based on Machine Learning.

Authors: Wang, Xiaodong¹, wangxiaodong@ncwu.edu.cn, Ma, Xiaoyi¹, x202210020221@stu.ncwu.edu.cn, Guo, Dianheng¹, Yuan, Guangxiang¹, Huang, Zhiquan²

Source: Applied Sciences (2076-3417); Jul2024, Vol. 14 Issue 14, p6040, 18p

Assessment of landslide susceptibility in watersheds during extreme rainfall using a complex network of slope units.

Authors: Wang, Chenlu^1,2 (AUTHOR), Zhou, Jianlin² (AUTHOR), Wang, Zhenguo³ (AUTHOR), Yang, Youtian² (AUTHOR), Lu, Jingyi² (AUTHOR), Kang, Dengjie⁴ (AUTHOR), Wang, Shaohua³ (AUTHOR), Zhang, Hua⁴ (AUTHOR) zhanghua2011@bnu.edu.cn

Source: Scientific Reports. 2/12/2025, Vol. 15 Issue 1, p1-14. 14p.

Subject Terms: *LANDSLIDE hazard analysis, *WATER transfer, *LANDSLIDE prediction, *RAINFALL, *LANDSLIDES, *WATERSHEDS

Improving landslide susceptibility prediction through ensemble recursive feature elimination and meta-learning framework.

Authors: Halder, Krishnagopal¹ (AUTHOR) Krishnagopal.Halder@zalf.de, Srivastava, Amit Kumar^1,2 (AUTHOR) AmitKumar.Srivastava@zalf.de, Ghosh, Anitabha³ (AUTHOR), Das, Subhabrata⁴ (AUTHOR), Banerjee, Santanu⁵ (AUTHOR), Pal, Subodh Chandra⁶ (AUTHOR), Chatterjee, Uday^3,7 (AUTHOR), Bisai, Dipak³ (AUTHOR), Ewert, Frank^1,2 (AUTHOR), Gaiser, Thomas² (AUTHOR)

Source: Scientific Reports. 2/12/2025, Vol. 15 Issue 1, p1-20. 20p.

Subject Terms: *LANDSLIDE prediction, *ENVIRONMENTAL protection, *FEATURE selection, *SUPPORT vector machines, *EMERGENCY management, *LANDSLIDE hazard analysis, *LANDSLIDES

Considering antecedent rainfall to improve susceptibility assessment of rainfall-earthquake-triggered landslides on unsaturated slopes.

Authors: Nguyen, Ba-Quang-Vinh^1,2, nbqvinh@hcmiu.edu.vn, Doan, Viet-Long³, Kim, Yun-Tae⁴, Song, Chang-Ho⁴, Lee, Ji-Sung^4,5

Source: Environmental Earth Sciences; Mar2024, Vol. 83 Issue 5, p1-12, 12p

Improving landslide prediction by computer vision and deep learning.

Authors: Guerrero-Rodriguez, Byron¹, bvguerreror@uce.edu.ec, Garcia-Rodriguez, Jose², Salvador, Jaime³, Mejia-Escobar, Christian¹, Cadena, Shirley¹, Cepeda, Jairo¹, Benavent-Lledo, Manuel², Mulero-Perez, David²

Source: Integrated Computer-Aided Engineering; 2024, Vol. 31 Issue 1, p77-94, 18p

Landslide spatial prediction based on cascade forest and stacking ensemble learning algorithm.

Authors: Chen, Sijing¹, Pan, Yutong^2,3,4, Lu, Chengda^2,3,4, Wang, Yawu^2,3,4, Wu, Min^1,2,3,4, wumin@cug.edu.cn, Pedrycz, Witold⁵

Source: International Journal of Systems Science; Feb2025, Vol. 56 Issue 3, p658-670, 13p

Seismic landslide susceptibility assessment based on game theory combination weighting and information volume model: a case study of Luding earthquake high-intensity area.

Authors: Chen, Jiahui^1,2 (AUTHOR) chenjaust@163.com, Guo, Qingbiao^1,2 (AUTHOR) qbguoaust@163.com, Yang, Jiasheng^1,2 (AUTHOR) yjsaust@163.com, Luo, Jin² (AUTHOR) luo1395996229@163.com, Wang, Liang^1,2 (AUTHOR) liangwaust@163.com

Source: Sādhanā: Academy Proceedings in Engineering Sciences. Mar2025, Vol. 50 Issue 1, p1-20. 20p.

Subject Terms: *LANDSLIDE hazard analysis, *ANALYTIC hierarchy process, *EARTHQUAKES, *RECEIVER operating characteristic curves, *INFORMATION theory, *LANDSLIDES

Investigating the failure mechanisms of cascade landslide dams under overtopping conditions: an experimental approach.

Authors: Fu, Changjing^1,2,3 (AUTHOR) nhri_fuchangjing@163.com, Zhao, Tianlong^1,4 (AUTHOR) ztl1986@163.com, Li, Hongxin¹ (AUTHOR), Huo, Di¹ (AUTHOR)

Source: Scientific Reports. 2/18/2025, Vol. 15 Issue 1, p1-21. 21p.

Subject Terms: *DAM failures, *LANDSLIDE dams, *FLOOD forecasting, *FAILURE mode & effects analysis, *RAINFALL, *LANDSLIDES

Improved Landslide Deformation Prediction Using Convolutional Neural Network–Gated Recurrent Unit and Spatial–Temporal Data.

Authors: Yang, Honglei¹ (AUTHOR) hongleiyang@cugb.edu.cn, Liu, Youfeng^1,2 (AUTHOR), Han, Qing^2,3 (AUTHOR), Xu, Linlin^3,4 (AUTHOR), Zhang, Tengjun^4,5 (AUTHOR), Wang, Zeping¹ (AUTHOR), Yan, Ao^1,2 (AUTHOR), Zhao, Songxue^1,3 (AUTHOR), Han, Jianfeng^4,5 (AUTHOR), Wang, Yuedong^1,5 (AUTHOR)

Source: Remote Sensing. Feb2025, Vol. 17 Issue 4, p727. 17p.

Subject Terms: *LANDSLIDE prediction, *STANDARD deviations, *PREDICTION models, *LANDSLIDES, *ELECTRONIC data processing

Deformation Mechanisms and Rainfall Lag Effects of Deep-Seated Ancient Landslides in High-Mountain Regions: A Case Study of the Zhongxinrong Landslide, Upper Jinsha River.

Authors: Li, Xue^1,2 (AUTHOR), Guo, Changbao^1,2,3 (AUTHOR) guochangbao@cags.ac.cn, Chen, Wenkai^1,3 (AUTHOR), Wei, Peng¹ (AUTHOR), Jin, Feng^1,2 (AUTHOR), Yan, Yiqiu^1,3 (AUTHOR), Liu, Gui¹ (AUTHOR)

Source: Remote Sensing. Feb2025, Vol. 17 Issue 4, p687. 24p.

Subject Terms: *LANDSLIDE hazard analysis, *SYNTHETIC aperture radar, *RAINFALL, *WATERFRONTS, *LANDSLIDES, *ERGONOMICS

Prediction and risk assessment of Magantang landslide generated waves in Shuibuya Reservoir, Qingjiang River, China.

Authors: Liu, Lei¹ (AUTHOR) martianstar@163.com, Li, Tiantian² (AUTHOR), Pei, Laizheng¹ (AUTHOR) plz_2000@163.com, Xiao, Lili² (AUTHOR), Lian, Zhipeng¹ (AUTHOR), Wang, Jiajia² (AUTHOR) jwang@chd.edu.cn, Niu, Liran² (AUTHOR), Yan, Jusheng¹ (AUTHOR), Chen, Yu¹ (AUTHOR)

Source: Scientific Reports. 2/12/2025, Vol. 15 Issue 1, p1-18. 18p.

Subject Terms: *LANDSLIDE hazard analysis, *EMERGENCY management, *RAINFALL anomalies, *RESERVOIR drawdown, *LANDSLIDES, *SLOPE stability, *TSUNAMI warning systems

Fine Identification of Landslide Acceleration Phase Using Time Logarithm Prediction Method Based on Arc Synthetic Aperture Radar Monitoring Data.

Authors: Li, Chong^1,2, lichong@csu.edu.cn, Wang, Liguan¹, liguan_wang@163.com, Wang, Jiaheng¹, wang_jh@csu.edu.cn, Zhang, Jun³, zhangjun_2025@outlook.com

Source: Applied Sciences (2076-3417); Feb2025, Vol. 15 Issue 4, p2147, 19p

Landslide Susceptibility Mapping Utilizing the Weighted Frequency Ratio Technique: A Case Study of Klang Valley, Malaysia.

Authors: Yatim Mustapa, M. F.¹ mfazuli@gmail.com, Tahar, K. N.¹ khairul0127@uitm.edu.my

Source: International Journal of Geoinformatics. Feb2025, Vol. 21 Issue 2, p70-86. 17p.

Subject Terms: *LANDSLIDE hazard analysis, *SLOPES (Soil mechanics), *SLOPE stability, *DIGITAL elevation models, *RAINFALL, *LANDSLIDES

Application of Acoustic Emission Technique in Landslide Monitoring and Early Warning: A Review.

Authors: Song, Jialing^1,2, jialingsong@chd.edu.cn, Leng, Jiajin^1,2, lengjiajin1227@126.com, Li, Jian^1,2, jianjiancry234@163.com, Wei, Hui², wh@csust.edu.cn, Li, Shangru³, wangan2066@126.com, Wang, Feiyue⁴, wfyhn@163.com

Source: Applied Sciences (2076-3417); Feb2025, Vol. 15 Issue 3, p1663, 27p

Q-learning based forecasting early landslide detection in internet of thing wireless sensor network.

Authors: Jeyakumar, Devasahayam Joseph¹, jayakumarjoseph33@gmail.com, Shanmathi, Boominathan², shanmathib@jnn.edu.in, Smitha, Parappurathu Bahulayan¹, smithapb@jnn.edu.in, Chowdary, Shalini³, lakshashalini@gmail.com, Panneerselvam, Thamizharasan¹, panneerkt@gmail.com, Srinath, Rajagopalan⁴, drsrinathrajagopalan@gmail.com, Mariselvam, Muthuraj¹, mariselvam.ms@gmail.com, Murali, Mohanan⁵, muralimohanan@gmail.com

Source: International Journal of Electrical & Computer Engineering (2088-8708); Feb2025, Vol. 15 Issue 1, p425-434, 10p