lidR: An R package for analysis of Airborne Laser Scanning (ALS) data

A new concept for estimating the influence of vegetation on throughfall kinetic energy using aerial laser scanning

(2020) Johannes Antenor Senn et al.   EARTH SURFACE PROCESSES AND LANDFORMS

viewshed3d: an R package for quantifying 3D visibility using terrestrial lidar data

(2020) Bastien Lecigne et al.   Methods in Ecology and Evolution

Tree Species Traits Determine the Success of LiDAR-Based Crown Mapping in a Mixed Temperate Forest

(2020) Jack H. Hastings et al.   Remote Sensing

The value of local habitat heterogeneity and productivity when estimating avian species richness and species of concern

(2020) W. Justin Cooper et al.   Ecosphere

Pear Flower Cluster Quantification Using RGB Drone Imagery

(2020) Yasmin Vanbrabant et al.   Agronomy-Basel

The application of Unmanned Aerial Vehicles (UAVs) to estimate above-ground biomass of mangrove ecosystems

(2020) Alejandro Navarro et al.   REMOTE SENSING OF ENVIRONMENT

Optimizing the Remote Detection of Tropical Rainforest Structure with Airborne Lidar: Leaf Area Profile Sensitivity to Pulse Density and Spatial Sampling

(2019) Danilo Roberti Alves de Almeida et al.   Remote Sensing

Metrics of Lidar-Derived 3D Vegetation Structure Reveal Contrasting Effects of Horizontal and Vertical Forest Heterogeneity on Bird Species Richness

(2019) Luis Carrasco et al.   Remote Sensing

Advanced Lake Shoreline Extraction Approach by Integration of SAR Image and LIDAR Data

(2019) Nusret Demir et al.   MARINE GEODESY

Scaling lidar-derived rainforest canopy metrics across a Mesoamerican landscape

(2019) A. Christine Swanson et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING

Demonstrating the transferability of forest inventory attribute models derived using airborne laser scanning data

(2019) Piotr Tompalski et al.   REMOTE SENSING OF ENVIRONMENT

Tree Species Classification in a Highly Diverse Subtropical Forest Integrating UAV-Based Photogrammetric Point Cloud and Hyperspectral Data

(2019) Camile Sothe et al.   Remote Sensing

Large scale semi-automatic detection of forest roads from low density LiDAR data on steep terrain in Northern Spain

(2019) C Prendes et al.   iForest-Biogeosciences and Forestry

Challenges of Multi-Temporal and Multi-Sensor Forest Growth Analyses in a Highly Disturbed Boreal Mixedwood Forests

(2019) Piotr Tompalski et al.   Remote Sensing

Optimizing individual tree detection accuracy and measuring forest uniformity in coconut (Cocos nucifera L.) plantations using airborne laser scanning

(2019) Midhun Mohan et al.   ECOLOGICAL MODELLING

Fine-Scale Spatial and Spectral Clustering of UAV-Acquired Digital Aerial Photogrammetric (DAP) Point Clouds for Individual Tree Crown Detection and Segmentation

(2019) J. Maxwell M. Yancho et al.   IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

Quantifying wetland microtopography with terrestrial laser scanning

(2019) Atticus E.L. Stovall et al.   REMOTE SENSING OF ENVIRONMENT

Savanna vegetation structure in the Brazilian Cerrado allows for the accurate estimation of aboveground biomass using terrestrial laser scanning

(2019) Barbara Zimbres et al.   FOREST ECOLOGY AND MANAGEMENT

Influence of micro-topography and crown characteristics on tree height estimations in tropical forests based on LiDAR canopy height models

(2018) Cici Alexander et al.   International Journal of Applied Earth Observation and Geoinformation

Enhancing the Estimation of Stem-Size Distributions for Unimodal and Bimodal Stands in a Boreal Mixedwood Forest with Airborne Laser Scanning Data

(2018) Christopher Mulverhill et al.   Forests

Characterizing understory vegetation in Mediterranean forests using full-waveform airborne laser scanning data

(2018) Pablo Crespo-Peremarch et al.   REMOTE SENSING OF ENVIRONMENT

Removing bias from LiDAR-based estimates of canopy height: Accounting for the effects of pulse density and footprint size

(2017) Jean-Romain Roussel et al.   REMOTE SENSING OF ENVIRONMENT

Individual Tree Crown Delineation from Airborne Laser Scanning for Diseased Larch Forest Stands

(2017) Chloe Barnes et al.   Remote Sensing

Layer Stacking: A Novel Algorithm for Individual Forest Tree Segmentation from LiDAR Point Clouds

(2016) Elias Ayrey et al.   CANADIAN JOURNAL OF REMOTE SENSING

Imputation of Individual Longleaf Pine (Pinus palustrisMill.) Tree Attributes from Field and LiDAR Data

(2016) Carlos A. Silva et al.   CANADIAN JOURNAL OF REMOTE SENSING

Remote Sensing Technologies for Enhancing Forest Inventories: A Review

(2016) Joanne C. White et al.   CANADIAN JOURNAL OF REMOTE SENSING

International Benchmarking of the Individual Tree Detection Methods for Modeling 3-D Canopy Structure for Silviculture and Forest Ecology Using Airborne Laser Scanning

(2016) Yunsheng Wang et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

A robust approach for tree segmentation in deciduous forests using small-footprint airborne LiDAR data

(2016) Hamid Hamraz et al.   International Journal of Applied Earth Observation and Geoinformation

Generating spike-free digital surface models using LiDAR raw point clouds: A new approach for forestry applications

(2016) Anahita Khosravipour et al.   International Journal of Applied Earth Observation and Geoinformation

Large-scale road detection in forested mountainous areas using airborne topographic lidar data

(2016) António Ferraz et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Improved progressive TIN densification filtering algorithm for airborne LiDAR data in forested areas

(2016) Xiaoqian Zhao et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

The potential for LiDAR technology to map fire fuel hazard over large areas of Australian forest

(2016) Owen F. Price et al.   JOURNAL OF ENVIRONMENTAL MANAGEMENT

On the interest of penetration depth, canopy area and volume metrics to improve Lidar-based models of forest parameters

(2016) Cédric Véga et al.   REMOTE SENSING OF ENVIRONMENT

Tree-centric mapping of forest carbon density from airborne laser scanning and hyperspectral data

(2016) Michele Dalponte et al.   Methods in Ecology and Evolution

Extracting Canopy Surface Texture from Airborne Laser Scanning Data for the Supervised and Unsupervised Prediction of Area-Based Forest Characteristics

(2016) Mikko Niemi et al.   Remote Sensing

An Easy-to-Use Airborne LiDAR Data Filtering Method Based on Cloth Simulation

(2016) Wuming Zhang et al.   Remote Sensing

Layer Stacking: A Novel Algorithm for Individual Forest Tree Segmentation from LiDAR Point Clouds

(2016) Elias Ayrey et al.   CANADIAN JOURNAL OF REMOTE SENSING

Imputation of Individual Longleaf Pine (Pinus palustrisMill.) Tree Attributes from Field and LiDAR Data

(2016) Carlos A. Silva et al.   CANADIAN JOURNAL OF REMOTE SENSING

Remote Sensing Technologies for Enhancing Forest Inventories: A Review

(2016) Joanne C. White et al.   CANADIAN JOURNAL OF REMOTE SENSING

Predicting wood fiber attributes using local-scale metrics from terrestrial LiDAR data: A case study of Newfoundland conifer species

(2015) Danny Blanchette et al.   FOREST ECOLOGY AND MANAGEMENT

A Comparison of Open-Source LiDAR Filtering Algorithms in a Mediterranean Forest Environment

(2015) Antonio Luis Montealegre et al.   IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

Effect of slope on treetop detection using a LiDAR Canopy Height Model

(2015) Anahita Khosravipour et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Real-time detection of planar regions in unorganized point clouds

(2015) Frederico A. Limberger et al.   PATTERN RECOGNITION

Generalizing predictive models of forest inventory attributes using an area-based approach with airborne LiDAR data

(2015) Marc Bouvier et al.   REMOTE SENSING OF ENVIRONMENT

Individual snag detection using neighborhood attribute filtered airborne lidar data

(2015) Brian M. Wing et al.   REMOTE SENSING OF ENVIRONMENT

Interpolation Routines Assessment in ALS-Derived Digital Elevation Models for Forestry Applications

(2015) Antonio Montealegre et al.   Remote Sensing

Estimating Forest Stand Age from LiDAR-Derived Predictors and Nearest Neighbor Imputation

(2014) Etienne B. Racine et al.   FOREST SCIENCE

The role of LiDAR in sustainable forest management

(2014) Michael A Wulder et al.   FORESTRY CHRONICLE

PTrees: A point-based approach to forest tree extraction from lidar data

(2014) C. Vega et al.   International Journal of Applied Earth Observation and Geoinformation

Generating Pit-free Canopy Height Models from Airborne Lidar

(2014) Anahita Khosravipour et al.   PHOTOGRAMMETRIC ENGINEERING AND REMOTE SENSING

Analysis of the Influence of Plot Size and LiDAR Density on Forest Structure Attribute Estimates

(2014) Luis Ruiz et al.   Forests

How did we get here? An early history of forestry lidar1

(2013) Ross Nelson   CANADIAN JOURNAL OF REMOTE SENSING

Sorted pulse data (SPD) library—Part II: A processing framework for LiDAR data from pulsed laser systems in terrestrial environments

(2013) Peter Bunting et al.   COMPUTERS & GEOSCIENCES

Dynamic Range-based Intensity Normalization for Airborne, Discrete Return Lidar Data of Forest Canopies

(2013) Demetrios Gatziolis   PHOTOGRAMMETRIC ENGINEERING AND REMOTE SENSING

Characterizing Forest Succession in Central Ontario using Lidar-derived Indices

(2013) Karin Y. van Ewijk et al.   PHOTOGRAMMETRIC ENGINEERING AND REMOTE SENSING

Automated Delineation of Individual Tree Crowns from Lidar Data by Multi-Scale Analysis and Segmentation

(2013) Linhai Jing et al.   PHOTOGRAMMETRIC ENGINEERING AND REMOTE SENSING

A New Method for Segmenting Individual Trees from the Lidar Point Cloud

(2013) Wenkai Li et al.   PHOTOGRAMMETRIC ENGINEERING AND REMOTE SENSING

LASzip

(2013) Martin Isenburg   PHOTOGRAMMETRIC ENGINEERING AND REMOTE SENSING

Forest biomass estimation from airborne LiDAR data using machine learning approaches

(2012) Colin J. Gleason et al.   REMOTE SENSING OF ENVIRONMENT

Tree species classification and estimation of stem volume and DBH based on single tree extraction by exploiting airborne full-waveform LiDAR data

(2012) Wei Yao et al.   REMOTE SENSING OF ENVIRONMENT

Tradeoffs between lidar pulse density and forest measurement accuracy

(2012) Marek K. Jakubowski et al.   REMOTE SENSING OF ENVIRONMENT

Multi-level filtering segmentation to measure individual tree parameters based on Lidar data: Application to a mountainous forest with heterogeneous stands

(2011) Cédric Véga et al.   International Journal of Applied Earth Observation and Geoinformation

Efficient method for lossless LIDAR data compression

(2011) Domen Mongus et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING

A review of methods for automatic individual tree-crown detection and delineation from passive remote sensing

(2011) Yinghai Ke et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING

EBImage--an R package for image processing with applications to cellular phenotypes

(2010) G. Pau et al.   BIOINFORMATICS

Estimating stem volume and biomass of Pinus koraiensis using LiDAR data

(2010) Doo-Ahn Kwak et al.   JOURNAL OF PLANT RESEARCH

Automated derivation of urban building density information using airborne LiDAR data and object-based method

(2010) Bailang Yu et al.   LANDSCAPE AND URBAN PLANNING

Remote sensing of photosynthetic light-use efficiency across two forested biomes: Spatial scaling

(2010) Thomas Hilker et al.   REMOTE SENSING OF ENVIRONMENT

Estimating biomass carbon stocks for a Mediterranean forest in central Spain using LiDAR height and intensity data

(2010) Mariano García et al.   REMOTE SENSING OF ENVIRONMENT

Development of a pit filling algorithm for LiDAR canopy height models

(2009) Joshua R. Ben-Arie et al.   COMPUTERS & GEOSCIENCES

Mapping snags and understory shrubs for a LiDAR-based assessment of wildlife habitat suitability

(2009) Sebastián Martinuzzi et al.   REMOTE SENSING OF ENVIRONMENT

Discrete Return Lidar in Natural Resources: Recommendations for Project Planning, Data Processing, and Deliverables

(2009) Jeffrey Evans et al.   Remote Sensing

Hierarchical object oriented classification using very high resolution imagery and LIDAR data over urban areas

(2008) Yunhao Chen et al.   ADVANCES IN SPACE RESEARCH

Habitat assessment for forest dwelling species using LiDAR remote sensing: Capercaillie in the Alps

(2008) Roland F. Graf et al.   FOREST ECOLOGY AND MANAGEMENT

Review of methods of small‐footprint airborne laser scanning for extracting forest inventory data in boreal forests

(2008) J. Hyyppä et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING

Full-waveform topographic lidar: State-of-the-art

(2008) Clément Mallet et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Lidar remote sensing of forest biomass: A scale-invariant estimation approach using airborne lasers

(2008) Kaiguang Zhao et al.   REMOTE SENSING OF ENVIRONMENT

A Lidar Point Cloud Based Procedure for Vertical Canopy Structure Analysis And 3D Single Tree Modelling in Forest

(2008) Yunsheng Wang et al.   SENSORS