Landslide mapping with remote sensing: challenges and opportunities
Published 2019 View Full Article
- Home
- Publications
- Publication Search
- Publication Details
Title
Landslide mapping with remote sensing: challenges and opportunities
Authors
Keywords
-
Journal
INTERNATIONAL JOURNAL OF REMOTE SENSING
Volume 41, Issue 4, Pages 1555-1581
Publisher
Informa UK Limited
Online
2019-10-16
DOI
10.1080/01431161.2019.1672904
References
Ask authors/readers for more resources
Related references
Note: Only part of the references are listed.- Evaluation of Different Machine Learning Methods and Deep-Learning Convolutional Neural Networks for Landslide Detection
- (2019) Omid Ghorbanzadeh et al. Remote Sensing
- Using Sentinel-2 time series to detect slope movement before the Jinsha River landslide
- (2019) Wentao Yang et al. Landslides
- A comparative analysis of pixel- and object-based detection of landslides from very high-resolution images
- (2018) Ren N. Keyport et al. International Journal of Applied Earth Observation and Geoinformation
- Automated Landslides Detection for Mountain Cities Using Multi-Temporal Remote Sensing Imagery
- (2018) et al. SENSORS
- Improving Landslide Detection from Airborne Laser Scanning Data Using Optimized Dempster–Shafer
- (2018) Mustafa Mezaal et al. Remote Sensing
- Mapping Inter-Annual Land Cover Variations Automatically Based on a Novel Sample Transfer Method
- (2018) Cheng Zhong et al. Remote Sensing
- Landslide Detection and Susceptibility Mapping by AIRSAR Data Using Support Vector Machine and Index of Entropy Models in Cameron Highlands, Malaysia
- (2018) Dieu Tien Bui et al. Remote Sensing
- Automated Satellite-based Landslide Identification Product for Nepal
- (2018) Jessica V. Fayne et al. Earth Interactions
- Evaluation of Unsupervised Change Detection Methods Applied to Landslide Inventory Mapping Using ASTER Imagery
- (2018) Rocío Ramos-Bernal et al. Remote Sensing
- Image enhancements of Landsat 8 (OLI) and SAR data for preliminary landslide identification and mapping applied to the central region of Kenya
- (2017) M.W. Mwaniki et al. GEOMORPHOLOGY
- Landslide prediction, monitoring and early warning: a concise review of state-of-the-art
- (2017) Byung-Gon Chae et al. GEOSCIENCES JOURNAL
- Postearthquake Landslides Mapping From Landsat-8 Data for the 2015 Nepal Earthquake Using a Pixel-Based Change Detection Method
- (2017) Wei Zhao et al. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing
- Convolutional Neural Networks for Large-Scale Remote-Sensing Image Classification
- (2017) Emmanuel Maggiori et al. IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING
- Scene classification for aerial images based on CNN using sparse coding technique
- (2017) Abdul Qayyum et al. INTERNATIONAL JOURNAL OF REMOTE SENSING
- Detection and accuracy of landslide movement by InSAR analysis using PALSAR-2 data
- (2017) Takaki Nishiguchi et al. Landslides
- Landslide manual and automated inventories, and susceptibility mapping using LIDAR in the forested mountains of Guerrero, Mexico
- (2017) Krzysztof Gaidzik et al. Geomatics Natural Hazards & Risk
- Optimized Neural Architecture for Automatic Landslide Detection from High‐Resolution Airborne Laser Scanning Data
- (2017) Mustafa Ridha Mezaal et al. Applied Sciences-Basel
- Synergic use of satellite and ground based remote sensing methods for monitoring the San Leo rock cliff (Northern Italy)
- (2016) William Frodella et al. GEOMORPHOLOGY
- 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
- Landslide Mapping in Vegetated Areas Using Change Detection Based on Optical and Polarimetric SAR Data
- (2016) Simon Plank et al. Remote Sensing
- Classification and Segmentation of Satellite Orthoimagery Using Convolutional Neural Networks
- (2016) Martin Längkvist et al. Remote Sensing
- Contour Connection Method for automated identification and classification of landslide deposits
- (2015) Ben A. Leshchinsky et al. COMPUTERS & GEOSCIENCES
- Enriching Great Britain's National Landslide Database by searching newspaper archives
- (2015) Faith E. Taylor et al. GEOMORPHOLOGY
- Detection of geohazards in the Bailong River Basin using synthetic aperture radar interferometry
- (2015) Yi Zhang et al. Landslides
- Landslide susceptibility mapping using GIS-based statistical models and Remote sensing data in tropical environment
- (2015) Himan Shahabi et al. Scientific Reports
- Automatic Case-Based Reasoning Approach for Landslide Detection: Integration of Object-Oriented Image Analysis and a Genetic Algorithm
- (2015) Jie Dou et al. Remote Sensing
- Identification of Forested Landslides Using LiDar Data, Object-based Image Analysis, and Machine Learning Algorithms
- (2015) Xianju Li et al. Remote Sensing
- Investigating landslides and unstable slopes with satellite Multi Temporal Interferometry: Current issues and future perspectives
- (2014) Janusz Wasowski et al. ENGINEERING GEOLOGY
- Semi-automatic approach for identifying locations of shallow debris slides/flows based on lidar-derived morphological features
- (2014) Susu Deng et al. INTERNATIONAL JOURNAL OF REMOTE SENSING
- Forested landslide detection using LiDAR data and the random forest algorithm: A case study of the Three Gorges, China
- (2014) Weitao Chen et al. REMOTE SENSING OF ENVIRONMENT
- Rule-based semi-automated approach for the detection of landslides induced by 18 September 2011 Sikkim, Himalaya, earthquake using IRS LISS3 satellite images
- (2014) Sajad Siyahghalati et al. Geomatics Natural Hazards & Risk
- Automated Spatiotemporal Landslide Mapping over Large Areas Using RapidEye Time Series Data
- (2014) Robert Behling et al. Remote Sensing
- Active Learning in the Spatial Domain for Remote Sensing Image Classification
- (2013) Andre Stumpf et al. IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING
- Semiautomatic Object-Oriented Landslide Recognition Scheme From Multisensor Optical Imagery and DEM
- (2013) Jiann-Yeou Rau et al. IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING
- Delineating and defining the boundaries of an active landslide in the rainforest of Puerto Rico using a combination of airborne and terrestrial LIDAR data
- (2013) Guoquan Wang et al. Landslides
- Detecting Large-Scale Landslides Using Lidar Data and Aerial Photos in the Namasha-Liuoguey Area, Taiwan
- (2013) Meei-Ling Lin et al. Remote Sensing
- Landslide inventory maps: New tools for an old problem
- (2012) Fausto Guzzetti et al. EARTH-SCIENCE REVIEWS
- Object-oriented identification of forested landslides with derivatives of single pulse LiDAR data
- (2012) Miet Van Den Eeckhaut et al. GEOMORPHOLOGY
- Application of infrared thermography for mapping open fractures in deep-seated rockslides and unstable cliffs
- (2012) Ivo Baroň et al. Landslides
- A Semi-Automated Object-Based Approach for Landslide Detection Validated by Persistent Scatterer Interferometry Measures and Landslide Inventories
- (2012) Daniel Hölbling et al. Remote Sensing
- Polarimetric Decomposition Analysis of ALOS PALSAR Observation Data before and after a Landslide Event
- (2012) Chinatsu Yonezawa et al. Remote Sensing
- Assessment of ASTER satellite images in landslide inventory mapping: Yenice-Gökçebey (Western Black Sea Region, Turkey)
- (2011) Tolga Alkevli et al. Bulletin of Engineering Geology and the Environment
- 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
- Generating event-based landslide maps in a data-scarce Himalayan environment for estimating temporal and magnitude probabilities
- (2011) Saibal Ghosh et al. ENGINEERING GEOLOGY
- Seasonal landslide mapping and estimation of landslide mobilization rates using aerial and satellite images
- (2011) F. Fiorucci et al. GEOMORPHOLOGY
- State of the art of national landslide databases in Europe and their potential for assessing landslide susceptibility, hazard and risk
- (2011) Miet Van Den Eeckhaut et al. GEOMORPHOLOGY
- Object-Oriented Change Detection for Landslide Rapid Mapping
- (2011) Ping Lu et al. IEEE Geoscience and Remote Sensing Letters
- 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
- Updating landslide inventory maps using Persistent Scatterer Interferometry (PSI)
- (2011) Gaia Righini et al. INTERNATIONAL JOURNAL OF REMOTE SENSING
- Mass wasting triggered by the 2008 Wenchuan earthquake is greater than orogenic growth
- (2011) Robert N. Parker et al. Nature Geoscience
- Semi-automatic recognition and mapping of rainfall induced shallow landslides using optical satellite images
- (2011) A.C. Mondini et al. REMOTE SENSING OF ENVIRONMENT
- Object-oriented mapping of landslides using Random Forests
- (2011) André Stumpf et al. REMOTE SENSING OF ENVIRONMENT
- Geomorphic features extraction from high-resolution topography: landslide crowns and bank erosion
- (2010) Paolo Tarolli et al. NATURAL HAZARDS
- Use of LIDAR in landslide investigations: a review
- (2010) Michel Jaboyedoff et al. NATURAL HAZARDS
- Landslide erosion controlled by hillslope material
- (2010) Isaac J. Larsen et al. Nature Geoscience
- Landslide Catastrophes and Disaster Risk Reduction: A GIS Framework for Landslide Prevention and Management
- (2010) Hamid Assilzadeh et al. Remote Sensing
- High-resolution lidar-based landslide hazard mapping and modeling, UCSF Parnassus Campus, San Francisco, USA
- (2009) William C. Haneberg et al. Bulletin of Engineering Geology and the Environment
- Automated landslide mapping using spectral analysis and high-resolution topographic data: Puget Sound lowlands, Washington, and Portland Hills, Oregon
- (2009) Adam M. Booth et al. GEOMORPHOLOGY
- Topographic controls on evolution of shallow landslides in pastoral Wairarapa, New Zealand, 1979–2003
- (2009) Jay Gao et al. GEOMORPHOLOGY
- Characterising spectral, spatial and morphometric properties of landslides for semi-automatic detection using object-oriented methods
- (2009) Tapas R. Martha et al. GEOMORPHOLOGY
- Interpretation of earthquake-induced landslides triggered by the 12 May 2008, M7.9 Wenchuan earthquake in the Beichuan area, Sichuan Province, China using satellite imagery and Google Earth
- (2009) H. P. Sato et al. Landslides
- Spatial data for landslide susceptibility, hazard, and vulnerability assessment: An overview
- (2008) Cees J. van Westen et al. ENGINEERING GEOLOGY
- A brief survey of GIS in mass-movement studies, with reflections on theory and methods
- (2007) David E. Alexander GEOMORPHOLOGY
- Susceptibility assessment of earthquake-triggered landslides in El Salvador using logistic regression
- (2007) M.J. García-Rodríguez et al. GEOMORPHOLOGY
Publish scientific posters with Peeref
Peeref publishes scientific posters from all research disciplines. Our Diamond Open Access policy means free access to content and no publication fees for authors.
Learn MoreAsk a Question. Answer a Question.
Quickly pose questions to the entire community. Debate answers and get clarity on the most important issues facing researchers.
Get Started