Identification of Forested Landslides Using LiDar Data, Object-based Image Analysis, and Machine Learning Algorithms
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Title
Identification of Forested Landslides Using LiDar Data, Object-based Image Analysis, and Machine Learning Algorithms
Authors
Keywords
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Journal
Remote Sensing
Volume 7, Issue 8, Pages 9705-9726
Publisher
MDPI AG
Online
2015-07-30
DOI
10.3390/rs70809705
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Note: Only part of the references are listed.- Assessment of multiresolution segmentation for delimiting drumlins in digital elevation models
- (2014) Clemens Eisank et al. GEOMORPHOLOGY
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- (2014) Ping Lu et al. Remote Sensing
- Automated Spatiotemporal Landslide Mapping over Large Areas Using RapidEye Time Series Data
- (2014) Robert Behling et al. Remote Sensing
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- (2014) Marco Scaioni et al. Remote Sensing
- Landslide susceptibility mapping based on rough set theory and support vector machines: A case of the Three Gorges area, China
- (2013) Ling Peng et al. GEOMORPHOLOGY
- Geomorphological Change Detection Using Object-Based Feature Extraction From Multi-Temporal LiDAR Data
- (2013) N. S. Anders et al. IEEE Geoscience and Remote Sensing Letters
- The drivers of land use change in the migration area, Three Gorges Project, China: Advances and prospects
- (2013) Jiupai Ni et al. Journal of Earth Science
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- 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
- Supervised Method of Landslide Inventory Using Panchromatic SPOT5 Images and Application to the Earthquake-Triggered Landslides of Pisco (Peru, 2007, Mw8.0)
- (2013) Pascal Lacroix et al. Remote Sensing
- Landslide Activity Maps Generation by Means of Persistent Scatterer Interferometry
- (2013) Silvia Bianchini et al. Remote Sensing
- Remote Sensing for Landslide Investigations: From Research into Practice
- (2013) Marco Scaioni Remote Sensing
- Landslide inventory maps: New tools for an old problem
- (2012) Fausto Guzzetti et al. EARTH-SCIENCE REVIEWS
- Landslide susceptibility mapping using LiDAR and DMC data: a case study in the Three Gorges area, China
- (2012) Weitao Chen et al. Environmental Earth Sciences
- Object-oriented identification of forested landslides with derivatives of single pulse LiDAR data
- (2012) Miet Van Den Eeckhaut et al. GEOMORPHOLOGY
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- (2012) Dennis C. Duro et al. INTERNATIONAL JOURNAL OF REMOTE SENSING
- Recognition of large scale deep-seated landslides in forest areas of Taiwan using high resolution topography
- (2012) Ching-Weei Lin et al. JOURNAL OF ASIAN EARTH SCIENCES
- Seasonal landslide mapping and estimation of landslide mobilization rates using aerial and satellite images
- (2011) F. Fiorucci et al. GEOMORPHOLOGY
- Automated object-based classification of topography from SRTM data
- (2011) Lucian Drăguţ et al. GEOMORPHOLOGY
- Object-Oriented Change Detection for Landslide Rapid Mapping
- (2011) Ping Lu et al. IEEE Geoscience and Remote Sensing Letters
- Segment Optimization and Data-Driven Thresholding for Knowledge-Based Landslide Detection by Object-Based Image Analysis
- (2011) T. R. Martha et al. IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING
- Comparing object-based and pixel-based classifications for mapping savannas
- (2011) Timothy G. Whiteside et al. International Journal of Applied Earth Observation and Geoinformation
- Comparison of pixel- and object-based classification in land cover change mapping
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- Object-based urban detailed land cover classification with high spatial resolution IKONOS imagery
- (2011) Ruiliang Pu et al. INTERNATIONAL JOURNAL OF REMOTE SENSING
- Optimal region growing segmentation and its effect on classification accuracy
- (2011) Yan Gao et al. INTERNATIONAL JOURNAL OF REMOTE SENSING
- Unsupervised image segmentation evaluation and refinement using a multi-scale approach
- (2011) Brian Johnson et al. ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING
- Object-oriented analysis of multi-temporal panchromatic images for creation of historical landslide inventories
- (2011) Tapas R. Martha et al. ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING
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- Semi-automatic shallow landslide detection by the integration of airborne imagery and laser scanning data
- (2011) Jiann-Yeou Rau et al. NATURAL HAZARDS
- Regional mapping and characterisation of old landslides in hilly regions using LiDAR-based imagery in Southern Flanders
- (2011) M. Van Den Eeckhaut et al. QUATERNARY RESEARCH
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- (2010) Mihaela Constantin et al. Environmental Earth Sciences
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