Mapping landslides through a temporal lens: an insight toward multi-temporal landslide mapping using the u-net deep learning model

Landslide detection in the Himalayas using machine learning algorithms and U-Net

(2022) Sansar Raj Meena et al.   Landslides

Rapid Mapping of Landslides on SAR Data by Attention U-Net

(2022) Lorenzo Nava et al.   Remote Sensing

Transfer learning improves landslide susceptibility assessment

(2022) Haojie Wang et al.   GONDWANA RESEARCH

Automatic Detection of Coseismic Landslides Using a New Transformer Method

(2022) Xiaochuan Tang et al.   Remote Sensing

Landslide Geometry Reveals its Trigger

(2021) Kamal Rana et al.   GEOPHYSICAL RESEARCH LETTERS

Rapid mapping of landslides in the Western Ghats (India) triggered by 2018 extreme monsoon rainfall using a deep learning approach

(2021) Sansar Raj Meena et al.   Landslides

Semi-Supervised Multi-Temporal Deep Representation Fusion Network for Landslide Mapping from Aerial Orthophotos

(2021) Xiaokang Zhang et al.   Remote Sensing

Transfer Learning in Breast Cancer Diagnoses via Ultrasound Imaging

(2021) Gelan Ayana et al.   Cancers

A new strategy to map landslides with a generalized convolutional neural network

(2021) Nikhil Prakash et al.   Scientific Reports

A comprehensive transferability evaluation of U-Net and ResU-Net for landslide detection from Sentinel-2 data (case study areas from Taiwan, China, and Japan)

(2021) Omid Ghorbanzadeh et al.   Scientific Reports

New Insight into Post-seismic Landslide Evolution Processes in the Tropics

(2021) Hakan Tanyaş et al.   Frontiers in Earth Science

30-year record of Himalaya mass-wasting reveals landscape perturbations by extreme events

(2021) Joshua N. Jones et al.   Nature Communications

Assessment of earthquake-induced landslide inventories and susceptibility maps using slope unit-based logistic regression and geospatial statistics

(2021) Badal Pokharel et al.   Scientific Reports

Deep learning-based landslide susceptibility mapping

(2021) Mohammad Azarafza et al.   Scientific Reports

Mapping Landslides on EO Data: Performance of Deep Learning Models vs. Traditional Machine Learning Models

(2020) Nikhil Prakash et al.   Remote Sensing

Deep Learning Segmentation and Classification for Urban Village Using a Worldview Satellite Image Based on U-Net

(2020) Zhuokun Pan et al.   Remote Sensing

Rapidly Evolving Controls of Landslides After a Strong Earthquake and Implications for Hazard Assessments

(2020) Xuanmei Fan et al.   GEOPHYSICAL RESEARCH LETTERS

GAN-Based Siamese Framework for Landslide Inventory Mapping Using Bi-Temporal Optical Remote Sensing Images

(2020) Bo Fang et al.   IEEE Geoscience and Remote Sensing Letters

Evaluation of Different Machine Learning Methods and Deep-Learning Convolutional Neural Networks for Landslide Detection

(2019) Omid Ghorbanzadeh et al.   Remote Sensing

Landslides induced by the 2010 Chile megathrust earthquake: a comprehensive inventory and correlations with geological and seismic factors

(2019) Alejandra Serey et al.   Landslides

Landslide susceptibility mapping by remote sensing and geomorphological data: case studies on the Sorrentina Peninsula (Southern Italy)

(2019) Claudia Spinetti et al.   GIScience & Remote Sensing

Coseismic landslides triggered by the 2018 Hokkaido, Japan (Mw 6.6), earthquake: spatial distribution, controlling factors, and possible failure mechanism

(2019) Fengrui Wang et al.   Landslides

Detecting and monitoring long-term landslides in urbanized areas with nighttime light data and multi-seasonal Landsat imagery across Taiwan from 1998 to 2017

(2019) Tzu-Hsin Karen Chen et al.   REMOTE SENSING OF ENVIRONMENT

Incorporating the effect of ALS-derived DEM uncertainty for quantifying changes due to the landslide in 2011, Mt. Umyeon, Seoul

(2019) Mi-Kyeong Kim et al.   GIScience & Remote Sensing

The size, distribution, and mobility of landslides caused by the 2015 M w 7.8 Gorkha earthquake, Nepal

(2018) Kevin Roback et al.   GEOMORPHOLOGY

Topographic and Seismic Constraints on the Vulnerability of Himalayan Hydropower

(2018) Wolfgang Schwanghart et al.   GEOPHYSICAL RESEARCH LETTERS

Spatio-temporal evolution of mass wasting after the 2008 Mw 7.9 Wenchuan earthquake revealed by a detailed multi-temporal inventory

(2018) Xuanmei Fan et al.   Landslides

Presentation and Analysis of a Worldwide Database of Earthquake-Induced Landslide Inventories

(2017) Hakan Tanyaş et al.   JOURNAL OF GEOPHYSICAL RESEARCH-EARTH SURFACE

Spatial characteristics of landslides triggered by the 2015 Mw 7.8 (Gorkha) and Mw 7.3 (Dolakha) earthquakes in Nepal

(2016) Tapas R. Martha et al.   Landslides

Combined landslide susceptibility mapping after Wenchuan earthquake at the Zhouqu segment in the Bailongjiang Basin, China

(2012) Shibiao Bai et al.   CATENA

Application of an evidential belief function model in landslide susceptibility mapping

(2012) Omar F. Althuwaynee et al.   COMPUTERS & GEOSCIENCES

Landslide inventory maps: New tools for an old problem

(2012) Fausto Guzzetti et al.   EARTH-SCIENCE REVIEWS

Without power? Landslide inventories in the face of climate change

(2011) Oliver Korup et al.   EARTH SURFACE PROCESSES AND LANDFORMS

Estimating temporal probability for landslide initiation along transportation routes based on rainfall thresholds

(2009) Pankaj Jaiswal et al.   GEOMORPHOLOGY

A Survey on Transfer Learning

(2009) Sinno Jialin Pan et al.   IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING

CLASSIFICATION OF IMBALANCED DATA: A REVIEW

(2009) YANMIN SUN et al.   INTERNATIONAL JOURNAL OF PATTERN RECOGNITION AND ARTIFICIAL INTELLIGENCE