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3D terrestrial lidar data classification of complex natural scenes using a multi-scale dimensionality criterion: Applications in geomorphology
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What this work says
Outgoing claims: the papers this work cites, builds on, or argues with.
inferredcites →https://doi.org/10.1002/esp.1026openalex-snapshot
Use of a three‐dimensional laser scanner to digitally capture the topography of sand dunes in high spatial resolution
inferredcites →https://doi.org/10.1002/esp.1592openalex-snapshot
Application of a 3D laser scanner in the assessment of erosion and deposition volumes and channel change in a proglacial river
inferredcites →https://doi.org/10.1002/esp.1780openalex-snapshot
In situcharacterization of grain‐scale fluvial morphology using Terrestrial Laser Scanning
inferredcites →https://doi.org/10.1002/esp.1886openalex-snapshot
Accounting for uncertainty in DEMs from repeat topographic surveys: improved sediment budgets
inferredcites →https://doi.org/10.1002/esp.1948openalex-snapshot
Mapping hydraulic biotopes using terrestrial laser scan data of water surface properties
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Aeolian sand strip mobility and protodune development on a drying beach: examining surface moisture and surface roughness patterns measured by terrestrial laser scanning
inferredcites →https://doi.org/10.1002/rob.20134openalex-snapshot
Natural terrain classification using three‐dimensional ladar data for ground robot mobility
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Support Vector Machines for Visualization and Dimensionality Reduction
inferredcites →https://doi.org/10.1007/s00138-010-0279-7openalex-snapshot
Urban scene understanding from aerial and ground LIDAR data
inferredcites →https://doi.org/10.1016/j.cad.2009.02.010openalex-snapshot
3D terrestrial LIDAR classifications with super-voxels and multi-scale Conditional Random Fields
inferredcites →https://doi.org/10.1016/j.enggeo.2006.09.012openalex-snapshot
Application of a long-range Terrestrial Laser Scanner to a detailed rockfall study at Vall de Núria (Eastern Pyrenees, Spain)
inferredcites →https://doi.org/10.1016/j.geomorph.2007.09.003openalex-snapshot
Characterization of landslide ground surface kinematics from terrestrial laser scanning and strain field computation
inferredcites →https://doi.org/10.1016/j.geomorph.2009.03.021openalex-snapshot
Terrestrial Laser Scanning of grain roughness in a gravel-bed river
inferredcites →https://doi.org/10.1016/j.geomorph.2009.06.005openalex-snapshot
Retrieval of small-relief marsh morphology from Terrestrial Laser Scanner, optimal spatial filtering, and laser return intensity
inferredcites →https://doi.org/10.1016/j.geomorph.2010.03.016openalex-snapshot
Detection and spatial prediction of rockfalls by means of terrestrial laser scanner monitoring
inferredcites →https://doi.org/10.1016/j.isprsjprs.2004.05.004openalex-snapshot
Experimental comparison of filter algorithms for bare-Earth extraction from airborne laser scanning point clouds
inferredcites →https://doi.org/10.1016/j.isprsjprs.2006.10.004openalex-snapshot
Error modelling, calibration and analysis of an AM–CW terrestrial laser scanner system
inferredcites →https://doi.org/10.1016/j.isprsjprs.2007.05.008openalex-snapshot
Correction of laser scanning intensity data: Data and model-driven approaches
inferredcites →https://doi.org/10.1016/j.isprsjprs.2009.03.003openalex-snapshot
Discrimination between marls and limestones using intensity data from terrestrial laser scanner
inferredcites →https://doi.org/10.1016/j.neucom.2010.09.004openalex-snapshot
Statistical approaches to combining binary classifiers for multi-class classification
inferredcites →https://doi.org/10.1016/j.rse.2008.02.004openalex-snapshot
Object-based land cover classification using airborne LiDAR
inferredcites →https://doi.org/10.1029/2006jf000642openalex-snapshot
Patterns of precursory rockfall prior to slope failure
inferredcites →https://doi.org/10.1029/2008wr007666openalex-snapshot
Leafless roughness of complex tree morphology using terrestrial lidar
inferredcites →https://doi.org/10.1029/2009wr008318openalex-snapshot
Determining leaf area index and leafy tree roughness using terrestrial laser scanning
inferredcites →https://doi.org/10.1038/294240a0openalex-snapshot
Fractal dimensions of landscapes and other environmental data
inferredcites →https://doi.org/10.1109/icip.2009.5413385openalex-snapshot
Classifying urban landscape in aerial LiDAR using 3D shape analysis
inferredcites →https://doi.org/10.1109/msp.2007.4286563openalex-snapshot
Bootstrap for Empirical Multifractal Analysis
inferredcites →https://doi.org/10.1109/robot.2004.1302529openalex-snapshot
Natural terrain classification using 3-d ladar data
inferredcites →https://doi.org/10.1109/tgrs.2008.916480openalex-snapshot
Fusion of Hyperspectral and LIDAR Remote Sensing Data for Classification of Complex Forest Areas
inferredcites →https://doi.org/10.1111/j.1365-3091.2009.01068.xopenalex-snapshot
Analysing laser‐scanned digital terrain models of gravel bed surfaces: linking morphology to sediment transport processes and hydraulics
inferredcites →https://doi.org/10.1111/j.1477-9730.2005.00321.xopenalex-snapshot
Spectral Filtering and Classification of Terrestrial Laser Scanner Point Clouds
inferredcites →https://doi.org/10.1130/ges00087.1openalex-snapshot
Characterization of fluvial architectural elements using a three-dimensional outcrop data set: Escanilla braided system, South-Central Pyrenees, Spain
inferredcites →https://doi.org/10.1144/1470-9236/05-008openalex-snapshot
Terrestrial laser scanning for monitoring the process of hard rock coastal cliff erosion
inferredcites →https://doi.org/10.1145/130385.130401openalex-snapshot
A training algorithm for optimal margin classifiers
inferredcites →https://doi.org/10.3390/rs3102207openalex-snapshot
Analysis of Incidence Angle and Distance Effects on Terrestrial Laser Scanner Intensity: Search for Correction Methods
What points at this work
Incoming claims: where this work appears in other papers’ reference lists and arguments.
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Classification of rock slope cavernous weathering on UAV photogrammetric point clouds: The example of Hegra (UNESCO World Heritage Site, Kingdom of Saudi Arabia)
inferred← citeshttps://doi.org/10.1016/j.enggeo.2024.107677openalex-snapshot
Impact of discontinuity data acquisition methods on rockfall susceptibility assessment using high-resolution 3D point cloud
inferred← citeshttps://doi.org/10.1016/j.enggeo.2025.107987openalex-snapshot
Supervised classification-based framework for rock mass discontinuity identification using point cloud data
inferred← citeshttps://doi.org/10.1016/j.enggeo.2025.108437openalex-snapshot
From rock mass to rockfall activity: A comprehensive rockfall assessment using 3D kinematic analysis and change detection
inferred← citeshttps://doi.org/10.1016/j.enggeo.2025.108522openalex-snapshot
Automatic characterization of rock blocks in jointed exposures using 3D point clouds
inferred← citeshttps://doi.org/10.1016/j.enggeo.2026.108841openalex-snapshot
Automated method for falling rock detection and 3D morphology reconstruction using low-cost monocular vision
inferred← citeshttps://doi.org/10.1016/j.enggeo.2026.109033openalex-snapshot
Rockfall hazard characterization and its temporal and spatial variability through change detection and detailed photographic records in post-wildfire terrain
inferred← citeshttps://doi.org/10.1016/j.envsoft.2017.09.018openalex-snapshot
Software to convert terrestrial LiDAR scans of natural environments into photorealistic meshes
inferred← citeshttps://doi.org/10.1016/j.flowmeasinst.2017.07.004openalex-snapshot
Measuring water surface topography using laser scanning
inferred← citeshttps://doi.org/10.1016/j.future.2025.108060openalex-snapshot
Cheesemap: A high-performance point-indexing data structure for neighbor search in LiDAR data
inferred← citeshttps://doi.org/10.1016/j.geoderma.2017.10.034openalex-snapshot
Soil micro-topography change detection at hillslopes in fragile Mediterranean landscapes
inferred← citeshttps://doi.org/10.1016/j.geomorph.2011.10.007openalex-snapshot
The use of fractals to quantify the morphology of cluster microforms
inferred← citeshttps://doi.org/10.1016/j.geomorph.2014.10.039openalex-snapshot
Ground-based multi-view photogrammetry for the monitoring of landslide deformation and erosion
inferred← citeshttps://doi.org/10.1016/j.geomorph.2015.06.008openalex-snapshot
Accuracy constraints of terrestrial Lidar data for soil erosion measurement: Application to a Mediterranean field plot
inferred← citeshttps://doi.org/10.1016/j.geomorph.2016.03.007openalex-snapshot
Assessing the repeatability of terrestrial laser scanning for monitoring gully topography: A case study from Aratula, Queensland, Australia
inferred← citeshttps://doi.org/10.1016/j.geomorph.2016.09.011openalex-snapshot
Assessment of sediment sources throughout the proglacial area of a small Arctic catchment based on high-resolution digital elevation models
inferred← citeshttps://doi.org/10.1016/j.geomorph.2016.11.016openalex-snapshot
Geomorphological activity at a rock glacier front detected with a 3D density-based clustering algorithm
inferred← citeshttps://doi.org/10.1016/j.geomorph.2017.01.001openalex-snapshot
Monitoring gully change: A comparison of airborne and terrestrial laser scanning using a case study from Aratula, Queensland
inferred← citeshttps://doi.org/10.1016/j.geomorph.2017.08.003openalex-snapshot
Geomorphological analysis and classification of foredune ridges based on Terrestrial Laser Scanning (TLS) technology
inferred← citeshttps://doi.org/10.1016/j.geomorph.2018.11.022openalex-snapshot
The use of terrestrial laser scanning for the characterization of a cliff-talus system in the Thompson River Valley, British Columbia, Canada
inferred← citeshttps://doi.org/10.1016/j.geomorph.2019.106994openalex-snapshot
Short-term patterns and processes of coastal cliff erosion in Santa Barbara, California
inferred← citeshttps://doi.org/10.1016/j.geomorph.2020.107039openalex-snapshot
Generalization considerations and solutions for point cloud hillslope classifiers
inferred← citeshttps://doi.org/10.1016/j.geomorph.2021.108053openalex-snapshot
Changes in stream power and morphological adjustments at the event-scale and high spatial resolution along an ephemeral gravel-bed channel
inferred← citeshttps://doi.org/10.1016/j.geomorph.2021.108083openalex-snapshot
Seasonal activity quantification of coast badlands by TLS monitoring over five years at the “Vaches Noires” cliffs (Normandy, France)
inferred← citeshttps://doi.org/10.1016/j.geomorph.2022.108356openalex-snapshot
Weathering processes and rates of scarp retreat in a Mediterranean mountain environment: A multi-analytical approach from terrestrial laser scanning to microscale surveys
inferred← citeshttps://doi.org/10.1016/j.geomorph.2024.109231openalex-snapshot
Combining terrestrial lidar with single line transects to investigate geomorphic change: A case study on the Upper Verde River, Arizona
inferred← citeshttps://doi.org/10.1016/j.geomorph.2025.110043openalex-snapshot
Long-term monitoring of coastal boulder deposits on Banneg Island: A good proxy for detection of extreme oceanic storms off West Brittany (France)
inferred← citeshttps://doi.org/10.1016/j.geomorph.2025.110056openalex-snapshot
Automatic tracking rockfall precursory movements in 3D point clouds using the new L-ICP method
inferred← citeshttps://doi.org/10.1016/j.geomorph.2026.110161openalex-snapshot
Lessons learned from a post flood-reconstruction project of an urban stream (Resilient St. Vrain, Longmont, Colorado, USA)
inferred← citeshttps://doi.org/10.1016/j.geomorph.2026.110454openalex-snapshot
Terracettes in the hyperarid Atacama Desert – fog as a key driver of stepped hillslope evolution?
inferred← citeshttps://doi.org/10.1016/j.ijmst.2021.01.001openalex-snapshot
A robust approach to identify roof bolts in 3D point cloud data captured from a mobile laser scanner
inferred← citeshttps://doi.org/10.1016/j.ijmst.2021.08.004openalex-snapshot
Machine learning-based classification of rock discontinuity trace: SMOTE oversampling integrated with GBT ensemble learning
inferred← citeshttps://doi.org/10.1016/j.isprsjprs.2013.02.019openalex-snapshot
Towards 3D lidar point cloud registration improvement using optimal neighborhood knowledge
inferred← citeshttps://doi.org/10.1016/j.isprsjprs.2013.04.009openalex-snapshot
Accurate 3D comparison of complex topography with terrestrial laser scanner: Application to the Rangitikei canyon (N-Z)
inferred← citeshttps://doi.org/10.1016/j.isprsjprs.2013.11.008openalex-snapshot
Multiple-entity based classification of airborne laser scanning data in urban areas
inferred← citeshttps://doi.org/10.1016/j.isprsjprs.2013.12.006openalex-snapshot
Aboveground total and green biomass of dryland shrub derived from terrestrial laser scanning
inferred← citeshttps://doi.org/10.1016/j.isprsjprs.2014.04.003openalex-snapshot
Integration of intensity textures and local geometry descriptors from Terrestrial Laser Scanning to map chert in outcrops
inferred← citeshttps://doi.org/10.1016/j.isprsjprs.2014.04.016openalex-snapshot
Eigen-feature analysis of weighted covariance matrices for LiDAR point cloud classification
inferred← citeshttps://doi.org/10.1016/j.isprsjprs.2015.01.016openalex-snapshot
Semantic point cloud interpretation based on optimal neighborhoods, relevant features and efficient classifiers
inferred← citeshttps://doi.org/10.1016/j.isprsjprs.2017.02.014openalex-snapshot
Computing multiple aggregation levels and contextual features for road facilities recognition using mobile laser scanning data
inferred← citeshttps://doi.org/10.1016/j.isprsjprs.2017.03.010openalex-snapshot
Contextual segment-based classification of airborne laser scanner data
inferred← citeshttps://doi.org/10.1016/j.isprsjprs.2017.05.006openalex-snapshot
Fast ground filtering for TLS data via Scanline Density Analysis
inferred← citeshttps://doi.org/10.1016/j.isprsjprs.2017.05.012openalex-snapshot
Joint classification and contour extraction of large 3D point clouds
inferred← citeshttps://doi.org/10.1016/j.isprsjprs.2017.08.010openalex-snapshot
A structured regularization framework for spatially smoothing semantic labelings of 3D point clouds
inferred← citeshttps://doi.org/10.1016/j.isprsjprs.2017.08.013openalex-snapshot
Tree species classification using within crown localization of waveform LiDAR attributes
inferred← citeshttps://doi.org/10.1016/j.isprsjprs.2018.01.019openalex-snapshot
Multi-scan segmentation of terrestrial laser scanning data based on normal variation analysis
inferred← citeshttps://doi.org/10.1016/j.isprsjprs.2018.02.008openalex-snapshot
Large-scale urban point cloud labeling and reconstruction
inferred← citeshttps://doi.org/10.1016/j.isprsjprs.2019.01.014openalex-snapshot
A new waveform decomposition method for multispectral LiDAR
inferred← citeshttps://doi.org/10.1016/j.isprsjprs.2019.03.021openalex-snapshot
Characterization and modeling of power line corridor elements from LiDAR point clouds
inferred← citeshttps://doi.org/10.1016/j.isprsjprs.2019.05.011openalex-snapshot
Semi-automatic extraction of liana stems from terrestrial LiDAR point clouds of tropical rainforests
inferred← citeshttps://doi.org/10.1016/j.isprsjprs.2020.12.002openalex-snapshot
Multi-directional change detection between point clouds
inferred← citeshttps://doi.org/10.1016/j.isprsjprs.2020.12.010openalex-snapshot
Review on Convolutional Neural Networks (CNN) in vegetation remote sensing
inferred← citeshttps://doi.org/10.1016/j.isprsjprs.2021.04.001openalex-snapshot
Classifying rock slope materials in photogrammetric point clouds using robust color and geometric features
inferred← citeshttps://doi.org/10.1016/j.isprsjprs.2021.06.011openalex-snapshot
M3C2-EP: Pushing the limits of 3D topographic point cloud change detection by error propagation
inferred← citeshttps://doi.org/10.1016/j.isprsjprs.2021.06.012openalex-snapshot
Wood and leaf separation from terrestrial LiDAR point clouds based on mode points evolution
inferred← citeshttps://doi.org/10.1016/j.isprsjprs.2023.09.023openalex-snapshot
BoundED: Neural boundary and edge detection in 3D point clouds via local neighborhood statistics
inferred← citeshttps://doi.org/10.1016/j.isprsjprs.2023.11.022openalex-snapshot
3DMASC: Accessible, explainable 3D point clouds classification. Application to bi-spectral topo-bathymetric lidar data
inferred← citeshttps://doi.org/10.1016/j.jag.2013.05.004openalex-snapshot
LiDAR detection of paleolandslides in the vicinity of the Suasselkä postglacial fault, Finnish Lapland
inferred← citeshttps://doi.org/10.1016/j.jag.2017.09.004openalex-snapshot
Foliar and woody materials discriminated using terrestrial LiDAR in a mixed natural forest
inferred← citeshttps://doi.org/10.1016/j.jag.2018.12.001openalex-snapshot
Mapping invasive plant with UAV-derived 3D mesh model in mountain area—A case study in Shenzhen Coast, China
inferred← citeshttps://doi.org/10.1016/j.jag.2019.101977openalex-snapshot
TERRA: Terrain Extraction from elevation Rasters through Repetitive Anisotropic filtering
inferred← citeshttps://doi.org/10.1016/j.jag.2024.104229openalex-snapshot
UAV measurements and AI-driven algorithms fusion for real estate good governance principles support
inferred← citeshttps://doi.org/10.1016/j.jhydrol.2014.09.078openalex-snapshot
Reconstructing flash flood magnitudes using ‘Structure-from-Motion’: A rapid assessment tool
inferred← citeshttps://doi.org/10.1016/j.jhydrol.2024.130935openalex-snapshot
Temporal shift of hydroclimatic regime and its influence on migration of a high latitude meandering river
inferred← citeshttps://doi.org/10.1016/j.jobe.2023.107440openalex-snapshot
Detection of damage in heritage constructions based on 3D point clouds. A systematic review
inferred← citeshttps://doi.org/10.1016/j.jobe.2025.112641openalex-snapshot
Comparative analysis of multi-stage filtration methods for crack detection in masonry structures
inferred← citeshttps://doi.org/10.1016/j.jrmge.2025.09.031openalex-snapshot
Analysis of cracking behaviors of five clayey materials using 3D point cloud data
inferred← citeshttps://doi.org/10.1016/j.jseaes.2024.106027openalex-snapshot
Coupling data-driven geochemical analysis and ensemble machine learning for automatic identification of oceanic anoxic events
inferred← citeshttps://doi.org/10.1016/j.jsg.2018.09.015openalex-snapshot
Active tectonics in 4D high-resolution
inferred← citeshttps://doi.org/10.1016/j.jvolgeores.2017.09.005openalex-snapshot
Emplacement dynamics and timescale of a Holocene flow from the Cima Volcanic Field (CA): Insights from rheology and morphology
inferred← citeshttps://doi.org/10.1016/j.kscej.2025.100330openalex-snapshot
M3C2-based deformation analysis of blast-resistant doors under explosive loads: A case study
inferred← citeshttps://doi.org/10.1016/j.landurbplan.2020.103903openalex-snapshot
Point cloud modeling as a bridge between landscape design and planning
inferred← citeshttps://doi.org/10.1016/j.measurement.2021.109262openalex-snapshot
A comparative study for obtaining effective Leaf Area Index from single Terrestrial Laser Scans by removal of wood material
inferred← citeshttps://doi.org/10.1016/j.ophoto.2025.100100openalex-snapshot
FeatureGS: Eigenvalue-feature optimization in 3D Gaussian Splatting for geometrically accurate and artifact-reduced reconstruction
inferred← citeshttps://doi.org/10.1016/j.rsase.2024.101364openalex-snapshot
Terrestrial Laser Scanning (TLS) for tree structure studies: a review of methods for wood-leaf classifications from 3D point clouds
inferred← citeshttps://doi.org/10.1016/j.rse.2015.02.023openalex-snapshot
Estimating aboveground biomass and leaf area of low-stature Arctic shrubs with terrestrial LiDAR
inferred← citeshttps://doi.org/10.1016/j.rse.2016.08.018openalex-snapshot
Beyond 3-D: The new spectrum of lidar applications for earth and ecological sciences
inferred← citeshttps://doi.org/10.1016/j.rse.2017.12.043openalex-snapshot
VBRT: A novel voxel-based radiative transfer model for heterogeneous three-dimensional forest scenes
inferred← citeshttps://doi.org/10.1016/j.rse.2019.03.025openalex-snapshot
UAV data as alternative to field sampling to map woody invasive species based on combined Sentinel-1 and Sentinel-2 data
inferred← citeshttps://doi.org/10.1016/j.rse.2019.111264openalex-snapshot
The potential of dual-wavelength terrestrial lidar in early detection of Ips typographus (L.) infestation – Leaf water content as a proxy
inferred← citeshttps://doi.org/10.1016/j.rse.2020.112098openalex-snapshot
A method for vegetation extraction in mountainous terrain for rockfall simulation
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