Estimating Forest Structure from UAV-Mounted LiDAR Point Cloud Using Machine Learning
出版年份 2021 全文链接
标题
Estimating Forest Structure from UAV-Mounted LiDAR Point Cloud Using Machine Learning
作者
关键词
-
出版物
Remote Sensing
Volume 13, Issue 3, Pages 352
出版商
MDPI AG
发表日期
2021-01-21
DOI
10.3390/rs13030352
参考文献
相关参考文献
注意:仅列出部分参考文献,下载原文获取全部文献信息。- Accurate derivation of stem curve and volume using backpack mobile laser scanning
- (2020) Eric Hyyppä et al. ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING
- Tropical tree size–frequency distributions from airborne lidar
- (2020) António Ferraz et al. ECOLOGICAL APPLICATIONS
- Individual Tree Detection in a Eucalyptus Plantation Using Unmanned Aerial Vehicle (UAV)-LiDAR
- (2020) Juan Picos et al. Remote Sensing
- Very High Density Point Clouds from UAV Laser Scanning for Automatic Tree Stem Detection and Direct Diameter Measurement
- (2020) Karel Kuželka et al. Remote Sensing
- Estimation of Forest Growing Stock Volume with UAV Laser Scanning Data: Can It Be Done without Field Data?
- (2020) Stefano Puliti et al. Remote Sensing
- Object Detection and Image Segmentation with Deep Learning on Earth Observation Data: A Review-Part I: Evolution and Recent Trends
- (2020) Thorsten Hoeser et al. Remote Sensing
- Enhancing Methods for Under-Canopy Unmanned Aircraft System Based Photogrammetry in Complex Forests for Tree Diameter Measurement
- (2020) Sean Krisanski et al. Remote Sensing
- Measuring Individual Tree Diameter and Height Using GatorEye High-Density UAV-Lidar in an Integrated Crop-Livestock-Forest System
- (2020) Ana Paula Dalla Corte et al. Remote Sensing
- Under-canopy UAV laser scanning for accurate forest field measurements
- (2020) Eric Hyyppä et al. ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING
- Individual Tree-Crown Detection and Species Classification in Very High-Resolution Remote Sensing Imagery Using a Deep Learning Ensemble Model
- (2020) Alin-Ionuț Pleșoianu et al. Remote Sensing
- Comparison of Backpack, Handheld, Under-Canopy UAV, and Above-Canopy UAV Laser Scanning for Field Reference Data Collection in Boreal Forests
- (2020) Eric Hyyppä et al. Remote Sensing
- Processing Chain for Estimation of Tree Diameter from GNSS-IMU-Based Mobile Laser Scanning Data
- (2019) Juraj Čerňava et al. Remote Sensing
- Influence of Scan Density on the Estimation of Single-Tree Attributes by Hand-Held Mobile Laser Scanning
- (2019) Barbara Del Perugia et al. Forests
- Individual mangrove tree measurement using UAV-based LiDAR data: Possibilities and challenges
- (2019) Dameng Yin et al. REMOTE SENSING OF ENVIRONMENT
- Overview obstacle maps for obstacle-aware navigation of autonomous drones
- (2019) Jesús Pestana et al. Journal of Field Robotics
- Restoring natural forests is the best way to remove atmospheric carbon
- (2019) Simon L. Lewis et al. NATURE
- Tree Height Estimation of Forest Plantation in Mountainous Terrain from Bare-Earth Points Using a DoG-Coupled Radial Basis Function Neural Network
- (2019) Haiqing He et al. Remote Sensing
- Monitoring the structure of forest restoration plantations with a drone-lidar system
- (2019) D.R.A. Almeida et al. International Journal of Applied Earth Observation and Geoinformation
- The global tree restoration potential
- (2019) Jean-Francois Bastin et al. SCIENCE
- Automatic and Semantically-Aware 3D UAV Flight Planning for Image-Based 3D Reconstruction
- (2019) Tobias Koch et al. Remote Sensing
- Mobile Laser Scanning for Estimating Tree Stem Diameter Using Segmentation and Tree Spine Calibration
- (2019) Johan Holmgren et al. Remote Sensing
- Bias of cylinder diameter estimation from ground-based laser scanners with different beam widths: A simulation study
- (2018) Mona Forsman et al. ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING
- In-situ measurements from mobile platforms: An emerging approach to address the old challenges associated with forest inventories
- (2018) Xinlian Liang et al. ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING
- Comparison and Combination of Mobile and Terrestrial Laser Scanning for Natural Forest Inventories
- (2018) Anne Bienert et al. Forests
- Estimating Individual Tree Height and Diameter at Breast Height (DBH) from Terrestrial Laser Scanning (TLS) Data at Plot Level
- (2018) Guangjie Liu et al. Forests
- International benchmarking of terrestrial laser scanning approaches for forest inventories
- (2018) Xinlian Liang et al. ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING
- Mapping Individual Tree Species and Vitality along Urban Road Corridors with LiDAR and Imaging Sensors: Point Density versus View Perspective
- (2018) Jianwei Wu et al. Remote Sensing
- Plan3D
- (2018) Benjamin Hepp et al. ACM TRANSACTIONS ON GRAPHICS
- Estimating Tree Position, Diameter at Breast Height, and Tree Height in Real-Time Using a Mobile Phone with RGB-D SLAM
- (2018) Yongxiang Fan et al. Remote Sensing
- Evaluating Carbon Sequestration and PM2.5 Removal of Urban Street Trees Using Mobile Laser Scanning Data
- (2018) Yingyi Zhao et al. Remote Sensing
- Evaluation of the accuracy of lidar data acquired using a UAS for levee monitoring: preliminary results
- (2017) Krzysztof Bakuła et al. INTERNATIONAL JOURNAL OF REMOTE SENSING
- Vertical stratification of forest canopy for segmentation of understory trees within small-footprint airborne LiDAR point clouds
- (2017) Hamid Hamraz et al. ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING
- Comparing RIEGL RiCOPTER UAV LiDAR Derived Canopy Height and DBH with Terrestrial LiDAR
- (2017) Benjamin Brede et al. SENSORS
- Feasibility of Google Tango and Kinect for Crowdsourcing Forestry Information
- (2017) Juha Hyyppä et al. Forests
- A Case Study of UAS Borne Laser Scanning for Measurement of Tree Stem Diameter
- (2017) Martin Wieser et al. Remote Sensing
- Autonomous Collection of Forest Field Reference—The Outlook and a First Step with UAV Laser Scanning
- (2017) Anttoni Jaakkola et al. Remote Sensing
- Deriving comprehensive forest structure information from mobile laser scanning observations using automated point cloud classification
- (2016) Suzanne M. Marselis et al. ENVIRONMENTAL MODELLING & SOFTWARE
- Allometric equations for integrating remote sensing imagery into forest monitoring programmes
- (2016) Tommaso Jucker et al. GLOBAL CHANGE BIOLOGY
- Updating residual stem volume estimates using ALS- and UAV-acquired stereo-photogrammetric point clouds
- (2016) Tristan R. H. Goodbody et al. INTERNATIONAL JOURNAL OF 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
- Remote sensing platforms and sensors: A survey
- (2016) Charles Toth et al. ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING
- Coverage Path Planning for UAVs Photogrammetry with Energy and Resolution Constraints
- (2016) Carmelo Di Franco et al. JOURNAL OF INTELLIGENT & ROBOTIC SYSTEMS
- Forest Inventory with Terrestrial LiDAR: A Comparison of Static and Hand-Held Mobile Laser Scanning
- (2016) Sébastien Bauwens et al. Forests
- Assessment of Forest Structure Using Two UAV Techniques: A Comparison of Airborne Laser Scanning and Structure from Motion (SfM) Point Clouds
- (2016) Luke Wallace et al. Forests
- An Easy-to-Use Airborne LiDAR Data Filtering Method Based on Cloth Simulation
- (2016) Wuming Zhang et al. Remote Sensing
- Assessing change in national forest monitoring capacities of 99 tropical countries
- (2015) Erika Romijn et al. FOREST ECOLOGY AND MANAGEMENT
- Overview and Current Status of Remote Sensing Applications Based on Unmanned Aerial Vehicles (UAVs)
- (2015) Gonzalo Pajares PHOTOGRAMMETRIC ENGINEERING AND REMOTE SENSING
- Forest health and global change
- (2015) S. Trumbore et al. SCIENCE
- Detecting Stems in Dense and Homogeneous Forest Using Single-Scan TLS
- (2015) Shaobo Xia et al. Forests
- aTrunk—An ALS-Based Trunk Detection Algorithm
- (2015) Sebastian Lamprecht et al. Remote Sensing
- Interpolation Routines Assessment in ALS-Derived Digital Elevation Models for Forestry Applications
- (2015) Antonio Montealegre et al. Remote Sensing
- Forest Monitoring Using Landsat Time Series Data: A Review
- (2014) Asim Banskota et al. CANADIAN JOURNAL OF REMOTE SENSING
- An Assessment of the Repeatability of Automatic Forest Inventory Metrics Derived From UAV-Borne Laser Scanning Data
- (2014) Luke Wallace et al. IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING
- Evaluating Tree Detection and Segmentation Routines on Very High Resolution UAV LiDAR Data
- (2014) Luke Wallace et al. IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING
- A bottom-up approach to segment individual deciduous trees using leaf-off lidar point cloud data
- (2014) Xingcheng Lu et al. ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING
- Possibilities of a Personal Laser Scanning System for Forest Mapping and Ecosystem Services
- (2014) Xinlian Liang et al. SENSORS
- Tree Stem and Height Measurements using Terrestrial Laser Scanning and the RANSAC Algorithm
- (2014) Kenneth Olofsson et al. Remote Sensing
- Effects of Topographic Variability and Lidar Sampling Density on Several DEM Interpolation Methods
- (2013) Qinghua Guo 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 Voxel-Based Method for Automated Identification and Morphological Parameters Estimation of Individual Street Trees from Mobile Laser Scanning Data
- (2013) Bin Wu et al. Remote Sensing
- Fast Automatic Precision Tree Models from Terrestrial Laser Scanner Data
- (2013) Pasi Raumonen et al. Remote Sensing
- Community forest monitoring in REDD+: the ‘M’ in MRV?
- (2011) Ben Palmer Fry ENVIRONMENTAL SCIENCE & POLICY
- Automatic Stem Mapping Using Single-Scan Terrestrial Laser Scanning
- (2011) Xinlian Liang et al. IEEE TRANSACTIONS ON GEOSCIENCE AND 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
- Sap flux density and stomatal conductance of European beech and common oak trees in pure and mixed stands during the summer drought of 2003
- (2011) F. Jonard et al. JOURNAL OF HYDROLOGY
- A low-cost multi-sensoral mobile mapping system and its feasibility for tree measurements
- (2010) Anttoni Jaakkola et al. ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING
- 3D segmentation of single trees exploiting full waveform LIDAR data
- (2009) J. Reitberger et al. ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING
- Automatic forest inventory parameter determination from terrestrial laser scanner data
- (2008) H.‐G. Maas et al. INTERNATIONAL JOURNAL OF REMOTE SENSING
Find Funding. Review Successful Grants.
Explore over 25,000 new funding opportunities and over 6,000,000 successful grants.
ExploreDiscover Peeref hubs
Discuss science. Find collaborators. Network.
Join a conversation