Landslide hazard and risk zonation—why is it still so difficult?

CJ Van Westen, TWJ Van Asch, R Soeters - Bulletin of Engineering …, 2006 - Springer
The quantification of risk has gained importance in many disciplines, including landslide
studies. The literature on landslide risk assessment illustrates the developments which have …

Remote sensing of glacier-and permafrost-related hazards in high mountains: an overview

A Kääb, C Huggel, L Fischer, S Guex… - … Hazards and Earth …, 2005 - nhess.copernicus.org
Process interactions and chain reactions, the present shift of cryospheric hazard zones due
to atmospheric warming, and the potential far reach of glacier disasters make it necessary to …

Landslide susceptibility modeling using Reduced Error Pruning Trees and different ensemble techniques: Hybrid machine learning approaches

BT Pham, I Prakash, SK Singh, A Shirzadi, H Shahabi… - Catena, 2019 - Elsevier
Nowadays, a number of machine learning prediction methods are being applied in the field
of landslide susceptibility modeling of the large area especially in the difficult hilly terrain. In …

Water quality variation in tributaries of the Three Gorges Reservoir from 2000 to 2015

R ** using machine learning algorithms and remote sensing data in a tropical environment
VH Nhu, A Mohammadi, H Shahabi, BB Ahmad… - International journal of …, 2020 - mdpi.com
We used AdaBoost (AB), alternating decision tree (ADTree), and their combination as an
ensemble model (AB-ADTree) to spatially predict landslides in the Cameron Highlands …

GIS-based logistic regression for landslide susceptibility map** of the Zhongxian segment in the Three Gorges area, China

SB Bai, J Wang, GN Lü, PG Zhou, SS Hou, SN Xu - Geomorphology, 2010 - Elsevier
A detailed landslide susceptibility map was produced using a logistic regression method
with datasets developed for a geographic information system (GIS). Known as one of the …

Displacement prediction in colluvial landslides, three Gorges reservoir, China

J Du, K Yin, S Lacasse - Landslides, 2013 - Springer
The prediction of active landslide displacement is a critical component of an early warning
system and helps prevent property damage and loss of human lives. For the colluvial …

Landslide susceptibility map** based on rough set theory and support vector machines: A case of the Three Gorges area, China

L Peng, R Niu, B Huang, X Wu, Y Zhao, R Ye - Geomorphology, 2014 - Elsevier
This paper aims to develop a novel hybrid model for assessing landslide susceptibility at the
regional scale using multisource data to produce a landslide susceptibility map of the Zigui …
K Zhang, X Wu, R Niu, K Yang, L Zhao - Environmental Earth Sciences, 2017 - Springer
Landslide susceptibility map** is an indispensable prerequisite for landslide prevention
and reduction. At present, research into landslide susceptibility map** has begun to …