[HTML][HTML] Improving pixel-based regional landslide susceptibility mapping

X Wei, P Gardoni, L Zhang, L Tan, D Liu, C Du, H Li - Geoscience Frontiers, 2024 - Elsevier
Regional landslide susceptibility mapping (LSM) is essential for risk mitigation. While deep
learning algorithms are increasingly used in LSM, their extensive parameters and scarce …

Rainfall-induced shallow landslide detachment, transit and runout susceptibility mapping by integrating machine learning techniques and GIS-based approaches

M Di Napoli, D Di Martire, G Bausilio, D Calcaterra… - Water, 2021 - mdpi.com
Rainfall-induced shallow landslides represent a serious threat in hilly and mountain areas
around the world. The mountainous landscape of the Cinque Terre (eastern Liguria, Italy) is …

Comparison of hybrid data-driven and physical models for landslide susceptibility mapping at regional scales

X Wei, L Zhang, P Gardoni, Y Chen, L Tan, D Liu… - Acta Geotechnica, 2023 - Springer
Landslide susceptibility mapping (LSM) is essential for the spatial prediction of landslides
and risk prevention. Physically based LSM models are confined by oversimplifications of …

Landslide inventory and susceptibility models considering the landslide typology using deep learning: Himalayas, India

S Bera, VK Upadhyay, B Guru, T Oommen - Natural Hazards, 2021 - Springer
Landslide susceptibility modeling is complex as it involves different types of landslides and
diverse interests of the end-user. Developing mitigation strategies for the landslides …

Integration of remotely sensed soil sealing data in landslide susceptibility mapping

T Luti, S Segoni, F Catani, M Munafò, N Casagli - Remote Sensing, 2020 - mdpi.com
Soil sealing is the destruction or covering of natural soils by totally or partially impermeable
artificial material. ISPRA (Italian Institute for Environmental Protection Research) uses …

A case study of shallow landslides triggered by rainfall in Sanming, Fujian Province, China

B Yu, W Chen, W Feng, K Liu, L Ye - Environmental Earth Sciences, 2023 - Springer
Two heavy rainfall events occurred in Sanming City in Fujian Province, China, on May 16
and June 10, 2019. Many small-scale, shallow earthen landslides were triggered by these …

Mesoscale seismic hazard zonation in the Central Seismic Gap of the Himalaya by GIS-based analysis of ground motion, site and earthquake-induced effects

R Pudi, TR Martha, P Roy, KV Kumar… - Environmental Earth …, 2021 - Springer
The paper describes the mesoscale seismic hazard zonation study carried out in the Central
Seismic Gap of the Himalaya by integration of ground motion, site and earthquake-induced …

岷江上游汶川地震前后泥石流易发性评价

赵佳忆, 田述军, 李凯, 侯鹏鹂 - 中国地质灾害与防治学报, 2024 - zgdzzhyfzxb.com
科学准确地绘制泥石流易发性区划图以及确定主控因子及其贡献率, 是区域泥石流预警预报和
风险管理的重要基础. 文章以岷江上游为研究区, 以小流域为评价单元, 分别采用了5 …

Proposing an easy-to-use tool for estimating landslide dimensions using a data-driven approach

MT Abraham, N Satyam, B Pradhan, S Segoni - All Earth, 2022 - Taylor & Francis
The increase in population and urbanisation of hilly regions have increased the risk due to
landslides. This manuscript presents a data-driven approach with a random forest algorithm …

Assessment of exposed elements in a changing built environment by using an integrated model of debris flow initiation and runout (Kalimpong region, Himalaya)

S Bera, R Melo, B Guru - Bulletin of Engineering Geology and the …, 2021 - Springer
The impact of debris flow is not only limited to the source area but it is also significantly
governed by the runout. It is evident in many parts of the world, and it is also a usual …