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View article: Long-term three-dimensional deformation monitoring and risk assessment of the Guba landslide, Tibetan Plateau
Long-term three-dimensional deformation monitoring and risk assessment of the Guba landslide, Tibetan Plateau Open
High-elevation and long-runout landslides are among the most destructive mountain hazards. In this study, we present the first identification of a high-elevation and long-runout landslide, referred to as the Guba landslide, located near th…
View article: Debris flows dynamic risk assessment and interpretable Shapley method-based driving mechanisms exploring – A case study of the upper reach of the Min River
Debris flows dynamic risk assessment and interpretable Shapley method-based driving mechanisms exploring – A case study of the upper reach of the Min River Open
Debris flow is one of the most devastating natural hazards. Identifying the dynamic changes and driving factors of debris flow risk can enhance hazard mitigation and prevention. It is not clear what factors can mostly lead to debris flow r…
View article: Delineation of the Topoclimates of Eastern Cuba by Local Weather Patterns and Unsupervised Machine Learning
Delineation of the Topoclimates of Eastern Cuba by Local Weather Patterns and Unsupervised Machine Learning Open
In this study, the principles of complex climatology were applied to delineate topoclimates in the mountains of eastern Cuba. A regional numerical weather model, driven by reanalysis, was used to obtain temperature patterns at a resolution…
View article: Spatiotemporal changes of landslide susceptibility in response to rainfall and its future prediction — A case study of Sichuan Province, China
Spatiotemporal changes of landslide susceptibility in response to rainfall and its future prediction — A case study of Sichuan Province, China Open
In recent decades, global warming has significantly altered both the spatial and temporal distribution of rainfall patterns. This change has heightened the risk of rainfall-induced landslides, which are the most prevalent natural disasters…
View article: Geological hazard vulnerability assessment based on Cloud model in Zhejiang Province, China
Geological hazard vulnerability assessment based on Cloud model in Zhejiang Province, China Open
Geological hazard vulnerability assessment plays a crucial role in disaster prevention and mitigation strategies. However, current methodologies often prioritize identifying high vulnerability areas, neglecting regional vulnerability level…
View article: Machine learning-based hazard assessment of landslides within the rainband of typhoon Lekima
Machine learning-based hazard assessment of landslides within the rainband of typhoon Lekima Open
Amid escalating global climate change, the frequency of extreme weather events, such as powerful typhoons, has been on the rise. Notably, Typhoon Lekima in 2019 severely impacted Zhejiang Province, triggering a series of severe landslides.…
View article: Field investigation and movement deposition scale forecasting of a typical high-locality landslide in the dry season
Field investigation and movement deposition scale forecasting of a typical high-locality landslide in the dry season Open
During the dry season of December 2020, two sliding subzones of the Qingliu landslide in southwest China slid out of stability, severely damaging the buildings on the slope. To investigate the mechanism and movement of landslides in the dr…
View article: Landslide susceptibility mapping and dynamic response along the Sichuan-Tibet transportation corridor using deep learning algorithms
Landslide susceptibility mapping and dynamic response along the Sichuan-Tibet transportation corridor using deep learning algorithms Open
Landslides are one of the most serious natural hazards along the Sichuan-Tibet transportation corridor, which crosses the most complicated region in the world in terms of topography and geology. Landslide susceptibility mapping (LSM) is in…
View article: Integrating Development Inhomogeneity into Geohazards Risk Assessment Framework in Mountainous Areas – A Case Study in Lushan-Baoxing counties, Southwestern China
Integrating Development Inhomogeneity into Geohazards Risk Assessment Framework in Mountainous Areas – A Case Study in Lushan-Baoxing counties, Southwestern China Open
The impact of geohazards on mountainous settlement have been focused in recent years. Despite the booming development in the modeling of hazards and vulnerability, the risk assessment in mountainous area still have difficulty in absence of…
View article: An Efficient User-Friendly Integration Tool for Landslide Susceptibility Mapping Based on Support Vector Machines: SVM-LSM Toolbox
An Efficient User-Friendly Integration Tool for Landslide Susceptibility Mapping Based on Support Vector Machines: SVM-LSM Toolbox Open
Landslide susceptibility mapping (LSM) is an important element of landslide risk assessment, but the process often needs to span multiple platforms and the operation process is complex. This paper develops an efficient user-friendly toolbo…
View article: The Impact of Geohazards on Sustainable Development of Rural Mountain Areas in the Upper Reaches of the Min River
The Impact of Geohazards on Sustainable Development of Rural Mountain Areas in the Upper Reaches of the Min River Open
There is a coupling mechanism among geohazards, rural settlements, and cultivated land in mountainous areas in the upper reaches of the Min River by analyzing geohazards data, settlements data and cultivated land data. Geohazards change th…
View article: Formation Conditions And Debris Flow Regime In Jiangjia Ravine, Yunnan, China – Applicability Of Russian Methodology
Formation Conditions And Debris Flow Regime In Jiangjia Ravine, Yunnan, China – Applicability Of Russian Methodology Open
The requirements of the debris flows’ parameters assessments vary from country to country. They are based on different theoretical and empirical constructions and are validated by data from different regions. This makes difficult compariso…
View article: 基于层数自适应加权卷积神经网络的川藏交通廊道沿线滑坡易发性评价
基于层数自适应加权卷积神经网络的川藏交通廊道沿线滑坡易发性评价 Open
摘要: 开展铁路沿线滑坡易发性评价对川藏交通廊道工程建设及运维过程中的风险管理具有重要意义.提出一种层数自适应、通道加权的卷积神经网络(layer adaptive weighted convolutional neural network,LAW-CNN),对川藏交通廊道沿线滑坡易发性进行评价.依据野外调查和影响因素分析筛选出影响滑坡发生的影响因子,绘制滑坡编目,构造用于易发性评价的实验数据集;针对卷积神经网络的权重初值、网络层数等超参数难以优化设置的问题,提出基于影响因…
View article: Analysis of material supply characteristics of debris flow based on land use types in the upper Min River, China
Analysis of material supply characteristics of debris flow based on land use types in the upper Min River, China Open
Land-use type is a natural choice of human social and economic activities. This study investigates the typical debris flow gullies of the upper Min River and analyses the supply characteristics and activity of its material sources under va…
View article: Author Correction: Respective influence of vertical mountain differentiation on debris flow occurrence in the Upper Min River, China
Author Correction: Respective influence of vertical mountain differentiation on debris flow occurrence in the Upper Min River, China Open
An amendment to this paper has been published and can be accessed via a link at the top of the paper.
View article: The hazard assessment of glacial lake debris flow: A case study on Dongcuoqu, Luolong County, Tibet
The hazard assessment of glacial lake debris flow: A case study on Dongcuoqu, Luolong County, Tibet Open
The development and outbursts of glacial lake debris flow pose threats to downstream infrastructures. Thus, rational assessment of its potential hazards is necessary to mitigate geological hazards along the Sichuan–Tibet railway lines. In …
View article: Dynamic Vulnerability Analysis of Mountain Settlements Exposed to Geological Hazards: A Case Study of the Upper Min River, China
Dynamic Vulnerability Analysis of Mountain Settlements Exposed to Geological Hazards: A Case Study of the Upper Min River, China Open
The upper reaches of Min River (The upper Min River) is located in Southwest China with significant mountain settlements, which are vulnerable to frequent geological hazards. Based on a field investigation, collation of yearbook data, and …
View article: Assessment of Sustainable Livelihood and Geographic Detection of Settlement Sites in Ethnically Contiguous Poverty-Stricken Areas in the Aba Prefecture, China
Assessment of Sustainable Livelihood and Geographic Detection of Settlement Sites in Ethnically Contiguous Poverty-Stricken Areas in the Aba Prefecture, China Open
The Chinese government aims to deal with poverty by 2020 for people living in ethnic and rural regions, including mountainous ethnic regions with the highest concentration of poverty and chronic poverty. Based on a sustainable livelihood F…