Matrix SegNet: A Practical Deep Learning Framework for Landslide Mapping from Images of Different Areas with Different Spatial Resolutions

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

(2020) Nikhil Prakash et al.   Remote Sensing

Landslide databases for climate change detection and attribution

(2020) J.L. Wood et al.   GEOMORPHOLOGY

Segmentation of large-scale remotely sensed images on a Spark platform: A strategy for handling massive image tiles with the MapReduce model

(2020) Ning Wang et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

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

(2019) Omid Ghorbanzadeh et al.   Remote Sensing

Landslide mapping from multi-sensor data through improved change detection-based Markov random field

(2019) Ping Lu et al.   REMOTE SENSING OF ENVIRONMENT

The human cost of global warming: Deadly landslides and their triggers (1995–2014)

(2019) Ubydul Haque et al.   SCIENCE OF THE TOTAL ENVIRONMENT

Use of Unmanned Aerial Vehicle Imagery and Deep Learning UNet to Extract Rice Lodging

(2019) Zhao et al.   SENSORS

Landslides detection through optimized hot spot analysis on persistent scatterers and distributed scatterers

(2019) Ping Lu et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Earthquake-Induced Landslide Mapping for the 2018 Hokkaido Eastern Iburi Earthquake Using PALSAR-2 Data

(2019) Yusupujiang Aimaiti et al.   Remote Sensing

Landslide detection based on contour-based deep learning framework in case of national scale of Nepal in 2015

(2019) Bo Yu et al.   COMPUTERS & GEOSCIENCES

Landslide Detection of Hyperspectral Remote Sensing Data Based on Deep Learning With Constrains

(2019) Chengming Ye et al.   IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

Semi-automated detection of landslide timing using harmonic modelling of satellite imagery, Buckinghorse River, Canada

(2019) Axel A.J. Deijns et al.   International Journal of Applied Earth Observation and Geoinformation

Squeeze-and-Excitation Networks

(2019) Jie Hu et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Mask R-CNN

(2018) Kaiming He et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

DeepLab: Semantic Image Segmentation with Deep Convolutional Nets, Atrous Convolution, and Fully Connected CRFs

(2018) Liang-Chieh Chen et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Improving Landslide Detection from Airborne Laser Scanning Data Using Optimized Dempster–Shafer

(2018) Mustafa Mezaal et al.   Remote Sensing

Semantic Segmentation for High Spatial Resolution Remote Sensing Images Based on Convolution Neural Network and Pyramid Pooling Module

(2018) Bo Yu et al.   IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

Inventory and Spatial Distribution of Landslides Triggered by the 8th August 2017 MW 6.5 Jiuzhaigou Earthquake, China

(2018) Yingying Tian et al.   Journal of Earth Science

SegNet: A Deep Convolutional Encoder-Decoder Architecture for Image Segmentation

(2017) Vijay Badrinarayanan et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

A practical trial of landslide detection from single-temporal Landsat8 images using contour-based proposals and random forest: a case study of national Nepal

(2017) Fang Chen et al.   Landslides

A Simple But Effective Landslide Detection Method Based on Image Saliency

(2017) Bo Yu et al.   PHOTOGRAMMETRIC ENGINEERING AND REMOTE SENSING

Landslides in a changing climate

(2016) Stefano Luigi Gariano et al.   EARTH-SCIENCE REVIEWS

Data Fusion Technique Using Wavelet Transform and Taguchi Methods for Automatic Landslide Detection From Airborne Laser Scanning Data and QuickBird Satellite Imagery

(2016) Biswajeet Pradhan et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Semi-automated landslide inventory mapping from bitemporal aerial photographs using change detection and level set method

(2016) Zhongbin Li et al.   REMOTE SENSING OF ENVIRONMENT

Landslide mapping from aerial photographs using change detection-based Markov random field

(2016) Zhongbin Li et al.   REMOTE SENSING OF ENVIRONMENT

RNDSI: A ratio normalized difference soil index for remote sensing of urban/suburban environments

(2015) Yingbin Deng et al.   International Journal of Applied Earth Observation and Geoinformation

Landslide susceptibility mapping using random forest, boosted regression tree, classification and regression tree, and general linear models and comparison of their performance at Wadi Tayyah Basin, Asir Region, Saudi Arabia

(2015) Ahmed Mohamed Youssef et al.   Landslides

Geomorphic and geologic controls of geohazards induced by Nepals 2015 Gorkha earthquake

(2015) J. S. Kargel et al.   SCIENCE

Bayesian framework for mapping and classifying shallow landslides exploiting remote sensing and topographic data

(2013) Alessandro C. Mondini et al.   GEOMORPHOLOGY

Producing a landslide inventory map using pixel-based and object-oriented approaches optimized by Taguchi method

(2013) Vahid Moosavi et al.   GEOMORPHOLOGY

Landslide identification and classification by object-based image analysis and fuzzy logic: An example from the Azdavay region (Kastamonu, Turkey)

(2011) Beliz Aksoy et al.   COMPUTERS & GEOSCIENCES

Landslides triggered by the 7 August 2009 Typhoon Morakot in southern Taiwan

(2011) Ching-Weei Lin et al.   ENGINEERING GEOLOGY