Xiaoyi Shao
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View article: Interpretable susceptibility assessment of coseismic landslides using a Superposable Neural Network
Interpretable susceptibility assessment of coseismic landslides using a Superposable Neural Network Open
View article: Insight into data-driven model for the formation mechanism and causative factors of landslides induced by the 2013 Tianshui extreme rainfall event
Insight into data-driven model for the formation mechanism and causative factors of landslides induced by the 2013 Tianshui extreme rainfall event Open
The 2013 extreme rainfall-induced landslide in the Tianshui area was the most severe geological disaster since 1984. This study aims to improve the understanding of landslide formation mechanisms by using a data-driven model to predict lan…
View article: Advances in the study of natural disasters induced by the "23.7" extreme rainfall event in North China
Advances in the study of natural disasters induced by the "23.7" extreme rainfall event in North China Open
View article: Topographic location and connectivity to channel of earthquake- and rainfall-induced landslides in Loess Plateau area
Topographic location and connectivity to channel of earthquake- and rainfall-induced landslides in Loess Plateau area Open
The position of landslides on a slope plays a crucial role in determining landslide susceptibility and the likelihood of landslide debris interacting with the fluvial system. Most studies primarily focus on shallow landslides in the bedroc…
View article: Establishing a Landslide Traces Inventory for the Baota District, Yan’an City, China, Using High-Resolution Satellite Images
Establishing a Landslide Traces Inventory for the Baota District, Yan’an City, China, Using High-Resolution Satellite Images Open
The Baota District of Yan’an City, located in the Loess Plateau, is an important patriotic education base in China. The region’s fragile geological environment and frequent geological disasters pose significant threats to the production an…
View article: Potential Controlling Factors and Landslide Susceptibility Features of the 2022 Ms 6.8 Luding Earthquake
Potential Controlling Factors and Landslide Susceptibility Features of the 2022 Ms 6.8 Luding Earthquake Open
On 5 September 2022, a Ms 6.8 earthquake struck Luding County, Ganzi Tibetan Autonomous Prefecture, Sichuan Province, China. This seismic event triggered over 16,000 landslides and caused serious casualties and infrastructure damages. The …
View article: Landslides of China's Qinling
Landslides of China's Qinling Open
The Qinling Mountains in China frequently experience geological disasters, with large‐scale landslides being particularly prominent, causing severe economic losses to the local area. To gain a comprehensive understanding of the geological …
View article: Delineating Non-Susceptible Landslide Areas in China Based on Topographic Index and Quantile Non-Linear Model
Delineating Non-Susceptible Landslide Areas in China Based on Topographic Index and Quantile Non-Linear Model Open
Efficient analysis of non-susceptibility to landslides targets regions with minimal or zero landslide probability, thereby obviating the need to estimate the likelihood for low-susceptibility zones. This study assesses the effectiveness of…
View article: MCPSHA: A New Tool for Probabilistic Seismic Hazard Analysis Based on Monte Carlo Simulation
MCPSHA: A New Tool for Probabilistic Seismic Hazard Analysis Based on Monte Carlo Simulation Open
The utilization of the Monte Carlo method in conjunction with probabilistic seismic hazard analysis (PSHA) constitutes a compelling avenue for exploration. This approach presents itself as an efficient and adaptable alternative to conventi…
View article: Exploring deep learning for landslide mapping: A comprehensive review
Exploring deep learning for landslide mapping: A comprehensive review Open
A detailed and accurate inventory map of landslides is crucial for quantitative hazard assessment and land planning. Traditional methods relying on change detection and object-oriented approaches have been criticized for their dependence o…
View article: Identification and distribution of 13003 landslides in the northwest margin of Qinghai-Tibet Plateau based on human-computer interaction remote sensing interpretation
Identification and distribution of 13003 landslides in the northwest margin of Qinghai-Tibet Plateau based on human-computer interaction remote sensing interpretation Open
The periphery of the Qinghai-Tibet Plateau is renowned for its susceptibility to landslides. However, the northwestern margin of this region, characterised by limited human activities and challenging transportation, remains insufficiently …
View article: An essential update on the inventory of landslides triggered by the Jiuzhaigou Mw6.5 earthquake in China on 8 August 2017, with their spatial distribution analyses
An essential update on the inventory of landslides triggered by the Jiuzhaigou Mw6.5 earthquake in China on 8 August 2017, with their spatial distribution analyses Open
View article: Report on the 2023 Annual Academic Conference of the Committee on Earthquake Hazard Chain, Seismological Society of China, 23–24 October 2023, Beijing, China
Report on the 2023 Annual Academic Conference of the Committee on Earthquake Hazard Chain, Seismological Society of China, 23–24 October 2023, Beijing, China Open
The 2023 Annual Academic Conference of the Committee on Earthquake Hazard Chain, Seismological Society of China was held on 23–24 October 2023 in Beijing, China, with the theme of theoretical research, technological applications, and popul…
View article: Seismically-induced landslide probabilistic hazard mapping of Aba Prefecture and Chengdu Plain region, Sichuan Province, China for future seismic scenarios
Seismically-induced landslide probabilistic hazard mapping of Aba Prefecture and Chengdu Plain region, Sichuan Province, China for future seismic scenarios Open
The purpose of this work is to carry out seismically induced landslide probabilistic hazard mapping for future seismic scenarios of Aba Prefecture and Chengdu Plain region, Sichuan Province, China. Nine earthquake events that occurred in t…
View article: Estimating the Quality of the Most Popular Machine Learning Algorithms for Landslide Susceptibility Mapping in 2018 Mw 7.5 Palu Earthquake
Estimating the Quality of the Most Popular Machine Learning Algorithms for Landslide Susceptibility Mapping in 2018 Mw 7.5 Palu Earthquake Open
The Mw 7.5 Palu earthquake that occurred on 28 September 2018 (UTC 10:02) on Sulawesi Island, Indonesia, triggered approximately 15,600 landslides, causing about 4000 fatalities and widespread destruction. The primary objective of this stu…
View article: Hazard assessment modeling and software development of earthquake-triggered landslides in the Sichuan–Yunnan area, China
Hazard assessment modeling and software development of earthquake-triggered landslides in the Sichuan–Yunnan area, China Open
To enhance the timeliness and accuracy of spatial prediction of coseismic landslides, we propose an improved three-stage spatial prediction strategy and develop corresponding hazard assessment software named Mat.LShazard V1.0. Based on thi…
View article: Insight into the Characteristics and Triggers of Loess Landslides during the 2013 Heavy Rainfall Event in the Tianshui Area, China
Insight into the Characteristics and Triggers of Loess Landslides during the 2013 Heavy Rainfall Event in the Tianshui Area, China Open
The 2013 heavy rainfall event (from June to July) in the Tianshui area triggered the most serious rainfall-induced group-occurring landslides since 1984, causing extensive casualties and economic losses. To better understand the characteri…
View article: Seismically-induced landslide hazard mapping of Aba region, Sichuan Province for future seismic scenarios using LR modelling and probabilistic seismic hazard analysis
Seismically-induced landslide hazard mapping of Aba region, Sichuan Province for future seismic scenarios using LR modelling and probabilistic seismic hazard analysis Open
The purpose of this work is to carry out seismic-induced landslide hazard mapping for future seismic scenarios of Aba region. 9 earthquake events that occurred in Aba prefecture of Sichuan province and neighboring areas are selected, which…
View article: Landslides Triggered by the 2016 Heavy Rainfall Event in Sanming, Fujian Province: Distribution Pattern Analysis and Spatio-Temporal Susceptibility Assessment
Landslides Triggered by the 2016 Heavy Rainfall Event in Sanming, Fujian Province: Distribution Pattern Analysis and Spatio-Temporal Susceptibility Assessment Open
Rainfall-induced landslides pose a significant threat to the lives and property of residents in the southeast mountainous area. From 5 to 10 May 2016, Sanming City in Fujian Province, China, experienced a heavy rainfall event that caused m…
View article: Spatial analysis and hazard assessment of Large-scale ancient landslides around the reservoir area of Wudongde Hydropower Station, China
Spatial analysis and hazard assessment of Large-scale ancient landslides around the reservoir area of Wudongde Hydropower Station, China Open
The complex geological environment and strong tectonic movement have led to the development of a large number of ancient landslides along the Jinsha River. These landslides exhibit characteristics of large-scale, complex formation mechanis…
View article: Analysis of spatial distribution of landslides triggered by the Ms 6.8 Luding earthquake in China on September 5, 2022
Analysis of spatial distribution of landslides triggered by the Ms 6.8 Luding earthquake in China on September 5, 2022 Open
Background On September 5, 2022, an Ms 6.8 earthquake occurred in Luding County, Ganzi Tibetan Autonomous Prefecture, Sichuan, China. The casualties and economic losses caused by the earthquake are huge. Most of the landslides triggered by…
View article: Insight from a Physical-Based Model for the Triggering Mechanism of Loess Landslides Induced by the 2013 Tianshui Heavy Rainfall Event
Insight from a Physical-Based Model for the Triggering Mechanism of Loess Landslides Induced by the 2013 Tianshui Heavy Rainfall Event Open
Rainfall-induced landslides pose a significant threat to human life, destroy highways and railways, and cause farmland degradation in the Loess Plateau. From 19 June 2013 to 26 July 2013, continuous and heavy rainfall events occurred in th…
View article: Distribution Pattern, Geometric Characteristics and Tectonic Significance of Landslides Triggered by Strike-Slip Faulting 2022 Ms 6.8 Luding Earthquake
Distribution Pattern, Geometric Characteristics and Tectonic Significance of Landslides Triggered by Strike-Slip Faulting 2022 Ms 6.8 Luding Earthquake Open
View article: An Essential Update on the Inventory of Landslides Triggered by the Jiuzhaigou Mw6.5 Earthquake in China on 8 August 2017, with Their Spatial Distribution Analyses
An Essential Update on the Inventory of Landslides Triggered by the Jiuzhaigou Mw6.5 Earthquake in China on 8 August 2017, with Their Spatial Distribution Analyses Open
View article: Preliminary Analysis of Coseismic Landslides Induced by the 1 June 2022 Ms 6.1 Lushan Earthquake, China
Preliminary Analysis of Coseismic Landslides Induced by the 1 June 2022 Ms 6.1 Lushan Earthquake, China Open
At 17:00 (UTC+8) on 1 June 2022, an Ms 6.1 reverse earthquake struck Lushan County, Ya’an City, Sichuan Province. This earthquake event had a focal depth of 10 km and the epicenter was located at 30.37° N and 102.94° E. The purpose of this…
View article: An open-accessed inventory of landslides triggered by the MS 6.8 Luding earthquake, China on September 5, 2022
An open-accessed inventory of landslides triggered by the MS 6.8 Luding earthquake, China on September 5, 2022 Open
This study constructs a preliminary inventory of landslides triggered by the MS 6.8 Luding earthquake based on field investigation and human-computer interaction visual interpretation on optical satellite images. The results show that this…
View article: Two public inventories of landslides induced by the 10 June 2022 Maerkang Earthquake swarm, China and ancient landslides in the affected area
Two public inventories of landslides induced by the 10 June 2022 Maerkang Earthquake swarm, China and ancient landslides in the affected area Open
The June 10, 2022 Ms5.8, Ms6.0 and Ms5.2 earthquake swarm of Maerkang, Sichuan, China has triggered a lot of landslides. The primary purpose of this paper is to prepare a detailed coseismic landslides inventory and ancient landslide invent…
View article: Characterizing the Distribution Pattern and a Physically Based Susceptibility Assessment of Shallow Landslides Triggered by the 2019 Heavy Rainfall Event in Longchuan County, Guangdong Province, China
Characterizing the Distribution Pattern and a Physically Based Susceptibility Assessment of Shallow Landslides Triggered by the 2019 Heavy Rainfall Event in Longchuan County, Guangdong Province, China Open
Rainfall-induced landslides pose a significant threat to the lives and property of residents in the southeast mountainous and hilly area; hence, characterizing the distribution pattern and effective susceptibility mapping for rainfall-indu…
View article: Earthquake-induced landslides susceptibility assessment: A review of the state-of-the-art
Earthquake-induced landslides susceptibility assessment: A review of the state-of-the-art Open
Earthquake-induced landslides (EQL) can take a heavy toll on people's life and properties, thus attracting extensive attention of the geosciences community. Carrying out earthquake-induced landslide susceptibility assessment (EQLSA) is of …
View article: MAT.TRIGRS (V1.0): A new open-source tool for predicting spatiotemporal distribution of rainfall-induced landslides
MAT.TRIGRS (V1.0): A new open-source tool for predicting spatiotemporal distribution of rainfall-induced landslides Open
In this work, a new TRIGRS (Transient Rainfall Infiltration and Grid-Based Regional Slope-Stability) model based on Matlab® is proposed, named MAT.TRIGRS (V1.0), which can be applied to research of spatiotemporal distribution of rainfall-i…