[HTML][HTML] Landslide failures detection and mapping using Synthetic Aperture Radar: Past, present and future
Landslides are geomorphological processes that shape the landscapes of all continents,
dismantling mountains and contributing sediments to the river networks. Caused by …
dismantling mountains and contributing sediments to the river networks. Caused by …
[HTML][HTML] Evaluation of deep learning algorithms for national scale landslide susceptibility mapping of Iran
The identification of landslide-prone areas is an essential step in landslide hazard
assessment and mitigation of landslide-related losses. In this study, we applied two novel …
assessment and mitigation of landslide-related losses. In this study, we applied two novel …
[HTML][HTML] Landslide susceptibility mapping using machine learning algorithms and comparison of their performance at Abha Basin, Asir Region, Saudi Arabia
AM Youssef, HR Pourghasemi - Geoscience Frontiers, 2021 - Elsevier
The current study aimed at evaluating the capabilities of seven advanced machine learning
techniques (MLTs), including, Support Vector Machine (SVM), Random Forest (RF) …
techniques (MLTs), including, Support Vector Machine (SVM), Random Forest (RF) …
Prediction of the landslide susceptibility: Which algorithm, which precision?
HR Pourghasemi, O Rahmati - Catena, 2018 - Elsevier
Coupling machine learning algorithms with spatial analytical techniques for landslide
susceptibility modeling is a worth considering issue. So, the current research intend to …
susceptibility modeling is a worth considering issue. So, the current research intend to …
Assessment of landslide-prone areas and their zonation using logistic regression, logitboost, and naïvebayes machine-learning algorithms
The occurrence of landslide in the hilly region of South Korea is a matter of serious concern.
This study tries to produce landslide susceptibility maps for Jumunjin Country in South …
This study tries to produce landslide susceptibility maps for Jumunjin Country in South …
Distribution and characteristics of shallow landslides triggered by the 2018 Mw 7.5 Palu earthquake, Indonesia
Abstract At 10: 02 (UTC) on September 28, 2018, an Mw 7.5 earthquake struck the Palu area
of Sulawesi Island, Indonesia. This earthquake (hereinafter called the Palu earthquake) is a …
of Sulawesi Island, Indonesia. This earthquake (hereinafter called the Palu earthquake) is a …
A comparative analysis of certainty factor-based machine learning methods for collapse and landslide susceptibility mapping in Wenchuan County, China
After the “5· 12” Wenchuan earthquake in 2008, collapses and landslides have occurred
continuously, resulting in the accumulation of a large quantity of loose sediment on slopes or …
continuously, resulting in the accumulation of a large quantity of loose sediment on slopes or …
Application of the group method of data handling (GMDH) approach for landslide susceptibility zonation using readily available spatial covariates
Landslide susceptibility (LS) mapping is an essential tool for landslide risk assessment. This
study aimed to provide a new approach with better performance for landslide mapping and …
study aimed to provide a new approach with better performance for landslide mapping and …
Characterizing the spatial distribution, frequency, geomorphological and geological controls on landslides triggered by the 1933 Mw 7.3 Diexi Earthquake, Sichuan …
S Cui, H Wu, X Pei, Q Yang, R Huang, B Guo - Geomorphology, 2022 - Elsevier
Clarifying geomorphological and geological controls on earthquake-induced landslides is
difficult. Because an earthquake can transiently release powerful energy and commonly …
difficult. Because an earthquake can transiently release powerful energy and commonly …
[HTML][HTML] A new digital lithological map of Italy at the scale for geomechanical modelling
F Bucci, M Santangelo, L Fongo… - Earth System …, 2022 - essd.copernicus.org
Lithological maps contain information about the different lithotypes cropping out in an area.
At variance with geological maps, portraying geological formations, lithological maps may …
At variance with geological maps, portraying geological formations, lithological maps may …