Modelling landslide susceptibility prediction: a review and construction of semi-supervised imbalanced theory
F Huang, H ** (LSM) research is vital for averting and mitigating regional
landslide disasters. Nevertheless, there has been a lack of systematic analysis regarding …
landslide disasters. Nevertheless, there has been a lack of systematic analysis regarding …
Tempo-spatial landslide susceptibility assessment from the perspective of human engineering activity
T Zeng, Z Guo, L Wang, B **, F Wu, R Guo - Remote Sensing, 2023 - mdpi.com
The expansion of mountainous urban areas and road networks can influence the terrain,
vegetation, and material characteristics, thereby altering the susceptibility of landslides …
vegetation, and material characteristics, thereby altering the susceptibility of landslides …
Sample size effects on landslide susceptibility models: A comparative study of heuristic, statistical, machine learning, deep learning and ensemble learning models …
In landslide susceptibility assessment (LSA), inventory incompleteness impacts the accuracy
of different models to varying degrees. However, this area remains under-researched. This …
of different models to varying degrees. However, this area remains under-researched. This …
[HTML][HTML] Optimization method of conditioning factors selection and combination for landslide susceptibility prediction
Landslide susceptibility prediction (LSP) is significantly affected by the uncertainty issue of
landslide related conditioning factor selection. However, most of literature only performs …
landslide related conditioning factor selection. However, most of literature only performs …
Novel landslide susceptibility map** based on multi-criteria decision-making in Ouro Preto, Brazil
Weather-related disasters have caused widespread deaths and economic losses in
develo** countries, including Brazil. Frequent floods and landslides in Brazil are mostly …
develo** countries, including Brazil. Frequent floods and landslides in Brazil are mostly …
Landslide susceptibility analysis on the vicinity of Bogotá-Villavicencio Road (Eastern Cordillera of the Colombian Andes)
MC Herrera-Coy, LP Calderón, IL Herrera-Pérez… - Remote sensing, 2023 - mdpi.com
Landslide occurrence in Colombia is very frequent due to its geographical location in the
Andean mountain range, with a very pronounced orography, a significant geological …
Andean mountain range, with a very pronounced orography, a significant geological …
Failure mechanism of a massive fault–controlled rainfall–triggered landslide in northern Pakistan
A massive landslide occurred in Domeshi area, District Muzaffarabad, Pakistan, in two
distinct phases: an initial movement on August 1, followed by complete failure on August 4 …
distinct phases: an initial movement on August 1, followed by complete failure on August 4 …
Evaluating landslide susceptibility: the impact of resolution and hybrid integration approaches
The present study investigates the effectiveness of various landslide susceptibility machine
learning (ML) models at multiple spatial resolutions. Using various conditioning factors …
learning (ML) models at multiple spatial resolutions. Using various conditioning factors …
[HTML][HTML] Landslide Hazard Assessment Combined with InSAR Deformation: A Case Study in the Zagunao River Basin, Sichuan Province, Southwestern China
Y Shan, Z Xu, S Zhou, H Lu, W Yu, Z Li, X Cao, P Li… - Remote Sensing, 2023 - mdpi.com
Landslides are common natural disasters that cause serious damage to ecosystems and
human societies. To effectively prevent and mitigate these disasters, an accurate …
human societies. To effectively prevent and mitigate these disasters, an accurate …