A comprehensive review of machine learning‐based methods in landslide susceptibility mapping
S Liu, L Wang, W Zhang, Y He, S Pijush - Geological Journal, 2023 - Wiley Online Library
Landslide susceptibility mapping (LSM) has been widely used as an important reference for
development and construction planning to mitigate the potential social‐eco impact caused …
development and construction planning to mitigate the potential social‐eco impact caused …
Review on remote sensing methods for landslide detection using machine and deep learning
Landslide, one of the most critical natural hazards, is caused due to specific compositional
slope movement. In the past decades, due to inflation of urbanized area and climate change …
slope movement. In the past decades, due to inflation of urbanized area and climate change …
The use of unmanned aerial vehicles (UAVs) for engineering geology applications
This paper represents the result of the IAEG C35 Commission “Monitoring methods and
approaches in engineering geology applications” workgroup aimed to describe a general …
approaches in engineering geology applications” workgroup aimed to describe a general …
光学遥感与InSAR 结合的金沙江白格滑坡上下游滑坡隐患早期识别
陆会燕， 李为乐， 许强， 董秀军， 代聪… - 武汉大学学报(信息科学版), 2019 - ch.whu.edu.cn
摘要: 2018-10-11 和2018-11-03, 金沙江上游西藏自治区江达县波罗乡白格村附近先后发生两
次大规模高位滑坡堵江. 虽经人工干预处置后进行泄流, 但还是对下游居民和交通设施造成了 …
次大规模高位滑坡堵江. 虽经人工干预处置后进行泄流, 但还是对下游居民和交通设施造成了 …
Mapping landslide displacements using Structure from Motion (SfM) and image correlation of multi-temporal UAV photography
In this study, we present a flexible, cost-effective, and accurate method to monitor landslides
using a small unmanned aerial vehicle (UAV) to collect aerial photography. In the first part …
using a small unmanned aerial vehicle (UAV) to collect aerial photography. In the first part …
[HTML][HTML] Landslide inventory maps: New tools for an old problem
Landslides are present in all continents, and play an important role in the evolution of
landscapes. They also represent a serious hazard in many areas of the world. Despite their …
landscapes. They also represent a serious hazard in many areas of the world. Despite their …
Spaceborne, UAV and ground-based remote sensing techniques for landslide mapping, monitoring and early warning
Background The current availability of advanced remote sensing technologies in the field of
landslide analysis allows for rapid and easily updatable data acquisitions, improving the …
landslide analysis allows for rapid and easily updatable data acquisitions, improving the …
Mapping landslide susceptibility using data-driven methods
Most epistemic uncertainty within data-driven landslide susceptibility assessment results
from errors in landslide inventories, difficulty in identifying and mapping landslide causes …
from errors in landslide inventories, difficulty in identifying and mapping landslide causes …
Remote sensing for landslide investigations: An overview of recent achievements and perspectives
Landslides represent major natural hazards, which cause every year significant loss of lives
and damages to buildings, properties and lifelines. In the last decades, a significant increase …
and damages to buildings, properties and lifelines. In the last decades, a significant increase …
Landslide mapping with remote sensing: challenges and opportunities
Landslide mapping is the primary step for landslide investigation and prevention. At present,
both the accuracy and the degree of automation of landslide mapping with remote sensing …
both the accuracy and the degree of automation of landslide mapping with remote sensing …