Automatic Identification for the Boundaries of InSAR Anomalous Deformation Areas Based on Semantic Segmentation Model

Potential failure patterns of a large landslide complex in the Three Gorges Reservoir area

(2023) Y. Dong et al.   Bulletin of Engineering Geology and the Environment

Failure mechanism and movement process of three loess landslides due to freeze-thaw cycle in the Fangtai village, Yongjing County, Chinese Loess Plateau

(2023) Jiaxu Kong et al.   ENGINEERING GEOLOGY

Identification and deformation analysis of potential landslides after the Jiuzhaigou earthquake by SBAS-InSAR

(2023) Ming Chang et al.   ENVIRONMENTAL SCIENCE AND POLLUTION RESEARCH

Analysis of the cascading rainfall–landslide–tsunami event of June 29th, 2022, Todos los Santos Lake, Chile

(2023) Rafael Aránguiz et al.   Landslides

Multi-Window Identification of Landslide Hazards Based on InSAR Technology and Factors Predisposing to Disasters

(2023) Chong Niu et al.   Land

High-resolution remote sensing images semantic segmentation using improved UNet and SegNet

(2023) Xin Wang et al.   COMPUTERS & ELECTRICAL ENGINEERING

A comparison between Pixel-based deep learning and Object-based image analysis (OBIA) for individual detection of cabbage plants based on UAV Visible-light images

(2023) Zhangxi Ye et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

Deformation process and kinematic evolution of the large Daxiaowan earthflow in the NE Qinghai-Tibet Plateau

(2023) Yuanxi Li et al.   ENGINEERING GEOLOGY

Earthquake-induced landslide hazard assessment in the Vrancea Seismic Region (Eastern Carpathians, Romania): Constraints and perspectives

(2023) Mihai Micu et al.   GEOMORPHOLOGY

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

(2023) Kushanav Bhuyan et al.   GIScience & Remote Sensing

A landslide extraction method of channel attention mechanism U-Net network based on Sentinel-2A remote sensing images

(2023) Hesheng Chen et al.   International Journal of Digital Earth

Landslides triggered by the 10 June 2022 Maerkang earthquake swarm, Sichuan, China: spatial distribution and tectonic significance

(2023) Zhaoning Chen et al.   Landslides

A novel method to evaluate the time-dependent stability of reservoir landslides: exemplified by Outang landslide in the Three Gorges Reservoir

(2023) Zongxing Zou et al.   Landslides

Automatic detection and classification of land subsidence in deltaic metropolitan areas using distributed scatterer InSAR and Oriented R-CNN

(2023) Zherong Wu et al.   REMOTE SENSING OF ENVIRONMENT

An identification method of potential landslide zones using InSAR data and landslide susceptibility

(2023) Yi He et al.   Geomatics Natural Hazards & Risk

An explainable AI (XAI) model for landslide susceptibility modeling

(2023) Biswajeet Pradhan et al.   APPLIED SOFT COMPUTING

Landslides triggered by an extraordinary rainfall event in Central Italy on September 15, 2022

(2023) Marco Donnini et al.   Landslides

Megalandslides and deglaciation: modelling of two case studies in the Central Andes

(2023) Sergio A. Sepúlveda et al.   NATURAL HAZARDS

Inferring slip-surface geometry and volume of creeping landslides based on InSAR: A case study in Jinsha River basin

(2023) Ya Kang et al.   REMOTE SENSING OF ENVIRONMENT

Inventory of landslides triggered by an extreme rainfall event in Marche-Umbria, Italy, on 15 September 2022

(2023) M. Santangelo et al.   Scientific Data

Applicability Assessment of Multi-Source DEM-Assisted InSAR Deformation Monitoring Considering Two Topographical Features

(2023) Hui Liu et al.   Land

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

(2022) Sansar Raj Meena et al.   Landslides

Landslide detection using deep learning and object-based image analysis

(2022) Omid Ghorbanzadeh et al.   Landslides

Comparative Assessment of Pixel and Object-Based Approaches for Mapping of Olive Tree Crowns Based on UAV Multispectral Imagery

(2022) Ante Šiljeg et al.   Remote Sensing

The application of ResU-net and OBIA for landslide detection from multi-temporal sentinel-2 images

(2022) Omid Ghorbanzadeh et al.   Big Earth Data

A New Deep Learning Neural Network Model for the Identification of InSAR Anomalous Deformation Areas

(2022) Tian Zhang et al.   Remote Sensing

Automatic Extraction of Potential Landslides by Integrating an Optical Remote Sensing Image with an InSAR-Derived Deformation Map

(2022) Zhangyuan Xun et al.   Remote Sensing

DRs-UNet: A Deep Semantic Segmentation Network for the Recognition of Active Landslides from InSAR Imagery in the Three Rivers Region of the Qinghai–Tibet Plateau

(2022) Ximing Chen et al.   Remote Sensing

Landslide detection from bitemporal satellite imagery using attention-based deep neural networks

(2022) Solomon Obiri Yeboah Amankwah et al.   Landslides

Study of the Automatic Recognition of Landslides by Using InSAR Images and the Improved Mask R-CNN Model in the Eastern Tibet Plateau

(2022) Yang Liu et al.   Remote Sensing

Automatic Identification of Landslides Based on Deep Learning

(2022) Shuang Yang et al.   Applied Sciences-Basel

Two-dimensional deformation monitoring for spatiotemporal evolution and failure mode of Lashagou landslide group, Northwest China

(2022) Shuangcheng Zhang et al.   Landslides

Comparison of pixel, sub-pixel and object-based image analysis techniques for co-seismic landslides detection in seismically active area in Lesser Himalaya, Pakistan

(2022) Sumbal Bahar Saba et al.   NATURAL HAZARDS

Identification of Landslides in Mountainous Area with the Combination of SBAS-InSAR and Yolo Model

(2022) Haojia Guo et al.   SENSORS

Updating Inventory, Deformation, and Development Characteristics of Landslides in Hunza Valley, NW Karakoram, Pakistan by SBAS-InSAR

(2022) Xiaojun Su et al.   Remote Sensing

U2ESPNet—A lightweight and high-accuracy convolutional neural network for real-time semantic segmentation of visible branches

(2022) Hao Wan et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

Sematic segmentation of loess landslides with STAPLE mask and fully connected conditional random field

(2022) Huajin Li et al.   Landslides

A Deep Learning Semantic Segmentation Method for Landslide Scene Based on Transformer Architecture

(2022) Zhaoqiu Wang et al.   Sustainability

Preliminary Identification of Geological Hazards from Songpinggou to Feihong in Mao County along the Minjiang River Using SBAS-InSAR Technique Integrated Multiple Spatial Analysis Methods

(2021) Kuanxing Zhu et al.   Sustainability

Using Google Earth Images to Extract Dense Landslides Induced by Historical Earthquakes at the Southwest of Ordos, China

(2021) Du Peng et al.   Frontiers in Earth Science

Landslide mapping using object-based image analysis and open source tools

(2021) Pukar Amatya et al.   ENGINEERING GEOLOGY

Integration of Sentinel-1 and ALOS/PALSAR-2 SAR datasets for mapping active landslides along the Jinsha River corridor, China

(2021) Xiaojie Liu et al.   ENGINEERING GEOLOGY

Convolutional neural networks applied to semantic segmentation of landslide scars

(2021) L. Bragagnolo et al.   CATENA

Convolutional neural network based encoder-decoder architectures for semantic segmentation of plants

(2021) Shrikrishna Kolhar et al.   Ecological Informatics

Efficient and automatic extraction of slope units based on multi-scale segmentation method for landslide assessments

(2021) Faming Huang et al.   Landslides

Landslide detection using visualization techniques for deep convolutional neural network models

(2021) Kemal Hacıefendioğlu et al.   NATURAL HAZARDS

Landslide Detection in the Linzhi–Ya’an Section along the Sichuan–Tibet Railway Based on InSAR and Hot Spot Analysis Methods

(2021) Jinmin Zhang et al.   Remote Sensing

Landslide susceptibility prediction based on image semantic segmentation

(2021) Bowen Du et al.   COMPUTERS & GEOSCIENCES

Landslide detection from an open satellite imagery and digital elevation model dataset using attention boosted convolutional neural networks

(2020) Shunping Ji et al.   Landslides

Research on Post-Earthquake Landslide Extraction Algorithm Based on Improved U-Net Model

(2020) Peng Liu et al.   Remote Sensing

Landslide Susceptibility Mapping: Machine and Ensemble Learning Based on Remote Sensing Big Data

(2020) Bahareh Kalantar et al.   Remote Sensing

Geomorphic Effects of a Dammed Pleistocene Lake Formed by Landslides along the Upper Yellow River

(2020) Xiaohua Guo et al.   Water

Person identification with aerial imaginary using SegNet based semantic segmentation

(2020) Rajeswari Manickam et al.   Earth Science Informatics

Improved Mask R-CNN with distance guided intersection over union for GPR signature detection and segmentation

(2020) Feifei Hou et al.   AUTOMATION IN CONSTRUCTION

Landslide susceptibility assessment using different slope units based on the evidential belief function model

(2019) Zhuo Chen et al.   Geocarto International

A Sentinel-1 based hot-spot analysis: landslide mapping in north-western Italy

(2019) Lorenzo Solari et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING

Survey on semantic segmentation using deep learning techniques

(2019) Fahad Lateef et al.   NEUROCOMPUTING

Mapping and characterizing displacements of active loess slopes along the upstream Yellow River with multi-temporal InSAR datasets

(2019) Xuguo Shi et al.   SCIENCE OF THE TOTAL ENVIRONMENT

Heifangtai loess landslide type and failure mode analysis with ascending and descending Spot-mode TerraSAR-X datasets

(2019) Xiaojie Liu et al.   Landslides

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

Improved correction of seasonal tropospheric delay in InSAR observations for landslide deformation monitoring

(2019) Jie Dong et al.   REMOTE SENSING OF ENVIRONMENT

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

A new slope unit extraction method for regional landslide analysis based on morphological image analysis

(2018) Kai Wang et al.   Bulletin of Engineering Geology and the Environment

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

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

Investigating a reservoir bank slope displacement history with multi-frequency satellite SAR data

(2017) Xuguo Shi et al.   Landslides

Optical dating of landslide-dammed lake deposits in the upper Yellow River, Qinghai-Tibetan Plateau, China

(2016) Xiaohua Guo et al.   QUATERNARY INTERNATIONAL

Detection of geohazards in the Bailong River Basin using synthetic aperture radar interferometry

(2015) Yi Zhang et al.   Landslides

Deep learning

(2015) Yann LeCun et al.   NATURE

Investigating landslides and unstable slopes with satellite Multi Temporal Interferometry: Current issues and future perspectives

(2014) Janusz Wasowski et al.   ENGINEERING GEOLOGY

Pre-eruptive ground deformation of Azerbaijan mud volcanoes detected through satellite radar interferometry (DInSAR)

(2014) Benedetta Antonielli et al.   TECTONOPHYSICS

Quantitative hazard and risk assessment for slow-moving landslides from Persistent Scatterer Interferometry

(2013) Ping Lu et al.   Landslides

Landslide inventory maps: New tools for an old problem

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

Toward the next generation of research on earthquake-induced landslides: Current issues and future challenges

(2011) Janusz Wasowski et al.   ENGINEERING GEOLOGY

Persistent Scatterers Interferometry Hotspot and Cluster Analysis (PSI-HCA) for detection of extremely slow-moving landslides

(2011) Ping Lu et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING

Rapid fluvial incision along the Yellow River during headward basin integration

(2010) William H. Craddock et al.   Nature Geoscience

Object based image analysis for remote sensing

(2009) T. Blaschke   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Integrated geophysical and geomorphological approach to investigate the snowmelt-triggered landslide of Bosco Piccolo village (Basilicata, southern Italy)

(2008) V. Naudet et al.   ENGINEERING GEOLOGY

A multi-temporal InSAR method incorporating both persistent scatterer and small baseline approaches

(2008) Andrew Hooper   GEOPHYSICAL RESEARCH LETTERS