屈鹏鑫,谢婉丽,刘琦琦,王昱琛.基于机器学习方法改进IVM-RF耦合模型的崩滑灾害危险性评价：以延安市志丹县为例[J].地质科技通报,2025(03).

龚泉冰,殷坤龙,肖常贵,陈丽霞,严亮轩,曾韬睿,刘谢攀.基于I-D阈值的滑坡气象预警双指标模型[J].地质科技通报,2024(01).

窦杰,向子林,许强,郑鹏麟,王协康,苏爱军,刘军旗,罗万祺.机器学习在滑坡智能防灾减灾中的应用与发展趋势[J].地球科学,2023(05).

刘谢攀,殷坤龙,肖常贵,陈丽霞,曾韬睿,李烨,刘真意,龚泉冰,陈卫群.基于I-D-R阈值模型的滑坡气象预警[J].地球科学,2024(03).

夏梦想,李远耀,吴吉民,连志鹏,林巍.基于I-D统计模型的张家界市滑坡灾害降雨预警阀值研究[J].自然灾害学报,2021(04).

黄发明,曹中山,姚池,姜清辉,陈佳武.基于决策树和有效降雨强度的滑坡危险性预警[J].浙江大学学报(工学版),2021(03).

卢操,晏鄂川,张瑜,谭朝瑞,邹浩.降雨作用下青石镇政府后山堆积层滑坡渗流与稳定性[J].地质科技通报,2020(02).

李环禹,陈朝晖,范文亮,文海家.区域降雨型滑坡风险分析统计模型研究[J].自然灾害学报,2018(04).

LI WeiYue,LIU Chun,Marco SCAIONI,SUN WeiWei,CHEN Yu,YAO DongJing,CHEN Sheng,HONG Yang,ZHANG KaiHang,CHENG GuoDong.Spatio-temporal analysis and simulation on shallow rainfall-induced landslides in China using landslide susceptibility dynamics and rainfall I-D thresholds[J].Science China(Earth Sciences),2017(04).

张永双,姚鑫,郭长宝,李凌婧,杨志华,杜国梁.龙门山地区震后泥石流灾害区域预警研究[J].西南交通大学学报,2016(05).

李长江,麻土华,李炜,郑爱平,朱兴盛.滑坡频度-降雨量的分形关系[J].中国地质灾害与防治学报,2010(01).

陈建宝,丁军军.分位数回归技术综述[J].统计与信息论坛,2008(03).

Suvam Das,Koushik Pandit,Debi Prasanna Kanungo,Shantanu Sarkar.Developing hillslope hydrology based probabilistic rainfall threshold for shallow landslides[J].Natural Hazards,2024.

Qing Lü,Junyu Wu,Zhenghua Liu,Zhongxuan Liao,Zihao Deng.The Fuyang shallow landslides triggered by an extreme rainstorm on 22 July 2023 in Zhejiang, China[J].Landslides,2024.

Nocentini Nicola,Medici Camilla,Barbadori Francesco,Gatto Alessio,Franceschini Rachele,del Soldato Matteo,Rosi Ascanio,Segoni Samuele.Optimization of rainfall thresholds for landslide early warning through false alarm reduction and a multi-source validation[J].Landslides,2023.

Wang Chwen-Huan,Fang Li,Chang Dave Ta-Teh,Huang Feng-Chi.Back-analysis of a rainfall-induced landslide case history using deterministic and random limit equilibrium methods[J].Engineering Geology,2023.

Thomas Juby,Gupta Manika,Prusty Ganesh.Assessing global parameters of slope stability model using Earth data observations for forecasting rainfall – induced shallow landslides[J].Journal of Applied Geophysics,2023.

Millán Arancibia Carlos,Lavado Casimiro Waldo.Rainfall thresholds estimation for shallow landslides in Peru from gridded daily data[J].Natural Hazards and Earth System Sciences,2023.

Zhan Qinghua,Wang Shimei,Guo Fei,Chen Yong,Wang Li,Zhao Daipeng.Early warning model and model test verification of rainfall-induced shallow landslide[J].Bulletin of Engineering Geology and the Environment,2022.

Xiao Te,Zhang Li Min,Cheung Raymond Wai Man,Lacasse Suzanne.Predicting spatio-temporal man-made slope failures induced by rainfall in Hong Kong using machine learning techniques[J].Géotechnique,2022.

Key Laboratory of Mountain Hazards and Earth Surface Process, Chinese Academy of Sciences, 610041, Chengdu, China,Institute of Mountain Hazards and Environment, Chinese Academy of Sciences, 610041, Chengdu, China,Institute of Green and Intelligent Technology, Chinese Academy of Sciences, 400714, Chongqing, China,Sichuan Climate Center, 610071, Chengdu, China,Sichuan Climate Center, 610071, Chengdu, China,Institute of Mountain Hazards and Environment, Chinese Academy of Sciences, 610041, Chengdu, China,Institute of Mountain Hazards and Environment, Chinese Academy of Sciences, 610041, Chengdu, China.Rainfall threshold for landslide activity in Dazhou, southwest China[J].Landslides: Journal of the International Consortium on Landslides,2020.

College of Water Conservancy and Hydropower Engineering, Hohai University, Nanjing, China,Department of Civil Engineering, University of Bristol, Bristol, UK,Key Laboratory of VGE of Ministry of Education, Nanjing Normal University, Nanjing, China,Department of Civil Engineering, University of Bristol, Bristol, UK,College of Water Conservancy and Hydropower Engineering, Hohai University, Nanjing, China,College of Water Conservancy and Hydropower Engineering, Hohai University, Nanjing, China,Department of Civil Engineering, University of Bristol, Bristol, UK.Probabilistic thresholds for landslides warning by integrating soil moisture conditions with rainfall thresholds[J].Journal of Hydrology,2019.

A M Irawan,R H Virgianto,A Safril,Munawar,S T Gustono,N D Putranto.Rainfall threshold and soil moisture indexes for the initiation of landslide in Banjarmangu sub-district, central Java, Indonesia[J].IOP Conference Series: Earth and Environmental Science,2019.

Samuele Segoni,Luca Piciullo,Stefano Luigi Gariano.A review of the recent literature on rainfall thresholds for landslide occurrence[J].Landslides,2018.

Min Seok Kim,Yuichi Onda,Taro Uchida,Jin Kwan Kim,Young Suk Song.Effect of seepage on shallow landslides in consideration of changes in topography: Case study including an experimental sandy slope with artificial rainfall[J].Catena,2018.

M. Rossi,S. Luciani,D. Valigi,D. Kirschbaum,M.T. Brunetti,S. Peruccacci,F. Guzzetti.Statistical approaches for the definition of landslide rainfall thresholds and their uncertainty using rain gauge and satellite data[J].Geomorphology,2017.

Ascanio Rosi,Tina Peternel,Mateja Jemec-Auflič,Marko Komac,Samuele Segoni,Nicola Casagli.Rainfall thresholds for rainfall-induced landslides in Slovenia[J].Landslides,2016.

Nejc Bezak,Mojca Šraj,Matjaž Mikoš.Copula-based IDF curves and empirical rainfall thresholds for flash floods and rainfall-induced landslides[J].Journal of Hydrology,2016.

Ari J. Posner,Konstantine P. Georgakakos.Soil moisture and precipitation thresholds for real-time landslide prediction in El Salvador[J].Landslides,2015.

Lien-Kwei Chien,Chia-Feng Hsu,Li-Chung Yin.Warning Model for Shallow Landslides Induced by Extreme Rainfall[J].Water,2015(8).

Huang J.,Ju N. P.,Liao Y. J.,Liu D. D..Determination of rainfall thresholds for shallow landslides by a probabilistic and empirical method[J].Natural Hazards and Earth System Sciences Discussions,2015.

Shuwei Wang,Lishan Sun,Jian Rong,Zifan Yang.Transit Traffic Analysis Zone Delineating Method Based on Thiessen Polygon[J].Sustainability,2014.

Segoni S.,Rosi A.,Rossi G.,Catani F.,Casagli N..Analysing the relationship between rainfalls and landslides to define a mosaic of triggering thresholds for regional scale warning systems[J].Natural Hazards and Earth System Sciences Discussions,2014.

Fausto Guzzetti,Silvia Peruccacci,Mauro Rossi,Colin P. Stark.The rainfall intensity–duration control of shallow landslides and debris flows: an update[J].Landslides,2008.

Tom Fawcett.An introduction to ROC analysis[J].Pattern Recognition Letters,2006.

The Rainfall Intensity: Duration Control of Shallow Landslides and Debris Flows[J].Geografiska Annaler. Series A, Physical Geography,1980(1/2).

Regression Quantiles[J].Econometrica,1978(1).