Automatic extraction of potential landslides by integrating an optical remote sensing image with an InSAR-derived deformation map
Landslide extraction is one of the most popular topics in remote sensing. Numerous
techniques have been proposed to manage the landslide identification problem. However …
techniques have been proposed to manage the landslide identification problem. However …
Recognition of large scale deep-seated landslides in forest areas of Taiwan using high resolution topography
CW Lin, CM Tseng, YH Tseng, LY Fei, YC Hsieh… - Journal of Asian Earth …, 2013 - Elsevier
Large deep-seated landslides can be reactivated during intense events, and they can
evolve into destructive failures. They are generally difficult to recognize in the field …
evolve into destructive failures. They are generally difficult to recognize in the field …
LandslideCL: towards robust landslide analysis guided by contrastive learning
P Li, Y Wang, G Xu, L Wang - Landslides, 2023 - Springer
Accurate and automatic landslide detection plays a vital role in keeping abreast of disaster
situations and supporting rescue-related decision-making. Currently, deep learning has …
situations and supporting rescue-related decision-making. Currently, deep learning has …
An improved algorithm for identifying shallow and deep-seated landslides in dense tropical forest from airborne laser scanning data
MR Mezaal, B Pradhan - Catena, 2018 - Elsevier
Landslides are natural disasters that cause environmental and infrastructure damage
worldwide. They are difficult to be recognized, particularly in densely vegetated regions of …
worldwide. They are difficult to be recognized, particularly in densely vegetated regions of …
Characterization of the 3D geometry of flow-like landslides: A methodology based on the integration of heterogeneous multi-source data
J Travelletti, JP Malet - Engineering Geology, 2012 - Elsevier
The geometry of the bedrock, internal layers and slip surfaces control the deformation
pattern and the mechanisms of landslides. A challenge to progress in understanding …
pattern and the mechanisms of landslides. A challenge to progress in understanding …
Research on Landslide Trace Recognition by Fusing UAV-Based LiDAR DEM Multi-Feature Information
L Han, P Duan, J Liu, J Li - Remote Sensing, 2023 - mdpi.com
Landslide traces are crucial geomorphological features of landslides. Through the
recognition of landslide traces, a better grasp of the topographical features of landslides can …
recognition of landslide traces, a better grasp of the topographical features of landslides can …
Characteristics and causes of natural and human-induced landslides in a tropical mountainous region: the rift flank west of Lake Kivu (Democratic Republic of the …
JC Maki Mateso, CL Bielders… - … Hazards and Earth …, 2023 - nhess.copernicus.org
Tropical mountainous regions are often identified as landslide hotspots with growing
population pressure. Anthropogenic factors are assumed to play a role in the occurrence of …
population pressure. Anthropogenic factors are assumed to play a role in the occurrence of …
Evaluation of unsupervised change detection methods applied to landslide inventory mapping using ASTER imagery
RN Ramos-Bernal, R Vázquez-Jiménez… - Remote Sensing, 2018 - mdpi.com
Natural hazards include a wide range of high-impact phenomena that affect socioeconomic
and natural systems. Landslides are a natural hazard whose destructive power has caused …
and natural systems. Landslides are a natural hazard whose destructive power has caused …
C-ples: Contextual progressive layer expansion with self-attention for multi-class landslide segmentation on mars using multimodal satellite imagery
Landslide segmentation on Earth has been a challenging computer vision task, in which the
lack of annotated data or limitation on computational resources has been a major obstacle in …
lack of annotated data or limitation on computational resources has been a major obstacle in …
Terrain maps displaying hill-shading with curvature
PJ Kennelly - Geomorphology, 2008 - Elsevier
Many types of maps can be created by neighborhood operations on a continuous surface
such as provided by a digital elevation model. These most commonly include first derivatives …
such as provided by a digital elevation model. These most commonly include first derivatives …