Assessment of Low Density Full-Waveform Airborne  Laser Scanning for Individual Tree Detection and Tree  Species Classification

Xiaowei Yu; Paula Litkey; Juha Hyyppä; Markus Holopainen; Mikko Vastaranta

doi:10.3390/f5051011

Assessment of Low Density Full-Waveform Airborne Laser Scanning for Individual Tree Detection and Tree Species Classification

Forests ◽

10.3390/f5051011 ◽

2014 ◽

Vol 5 (5) ◽

pp. 1011-1031 ◽

Cited By ~ 29

Author(s):

Xiaowei Yu ◽

Paula Litkey ◽

Juha Hyyppä ◽

Markus Holopainen ◽

Mikko Vastaranta

Keyword(s):

Tree Species ◽

Laser Scanning ◽

Airborne Laser Scanning ◽

Low Density ◽

Species Classification ◽

Individual Tree ◽

Tree Detection ◽

Tree Species Classification ◽

Full Waveform ◽

Airborne Laser

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Delineation of Tree Crowns and Tree Species Classification From Full-Waveform Airborne Laser Scanning Data Using 3-D Ellipsoidal Clustering

IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing ◽

10.1109/jstars.2014.2331276 ◽

2014 ◽

Vol 7 (7) ◽

pp. 3174-3181 ◽

Cited By ~ 36

Author(s):

Eva Lindberg ◽

Lothar Eysn ◽

Markus Hollaus ◽

Johan Holmgren ◽

Norbert Pfeifer

Keyword(s):

Tree Species ◽

Laser Scanning ◽

Airborne Laser Scanning ◽

Species Classification ◽

Tree Crowns ◽

Tree Species Classification ◽

Full Waveform ◽

Airborne Laser

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Full-Waveform Airborne Laser Scanning in Vegetation Studies—A Review of Point Cloud and Waveform Features for Tree Species Classification

Forests ◽

10.3390/f7090198 ◽

2016 ◽

Vol 7 (12) ◽

pp. 198 ◽

Cited By ~ 22

Author(s):

Kristina Koenig ◽

Bernhard Höfle

Keyword(s):

Tree Species ◽

Point Cloud ◽

Laser Scanning ◽

Airborne Laser Scanning ◽

Species Classification ◽

Tree Species Classification ◽

Full Waveform ◽

Airborne Laser

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Towards a Generalized Method for Tree Species Classification Using Multispectral Airborne Laser Scanning in Ontario, Canada

IGARSS 2018 - 2018 IEEE International Geoscience and Remote Sensing Symposium ◽

10.1109/igarss.2018.8517991 ◽

2018 ◽

Author(s):

Parvez Rana ◽

Jean-Francois Prieur ◽

Brindusa Cristina Budei ◽

Benoit St-Onge

Keyword(s):

Tree Species ◽

Laser Scanning ◽

Airborne Laser Scanning ◽

Species Classification ◽

Tree Species Classification ◽

Airborne Laser

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Tree species classification in Norway from airborne hyperspectral and airborne laser scanning data

European Journal of Remote Sensing ◽

10.1080/22797254.2018.1434424 ◽

2018 ◽

Vol 51 (1) ◽

pp. 336-351 ◽

Cited By ~ 13

Author(s):

Øivind Due Trier ◽

Arnt-Børre Salberg ◽

Martin Kermit ◽

Øystein Rudjord ◽

Terje Gobakken ◽

...

Keyword(s):

Tree Species ◽

Laser Scanning ◽

Airborne Laser Scanning ◽

Species Classification ◽

Tree Species Classification ◽

Airborne Laser

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A Crown Quantization-Based Approach to Tree-Species Classification Using High-Density Airborne Laser Scanning Data

IEEE Transactions on Geoscience and Remote Sensing ◽

10.1109/tgrs.2020.3012343 ◽

2021 ◽

pp. 1-10

Author(s):

Aravind Harikumar ◽

Claudia Paris ◽

Francesca Bovolo ◽

Lorenzo Bruzzone

Keyword(s):

Tree Species ◽

Laser Scanning ◽

High Density ◽

Airborne Laser Scanning ◽

Species Classification ◽

Tree Species Classification ◽

Airborne Laser

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Optimal structural and spectral features for tree species classification using combined airborne laser scanning and hyperspectral data

2015 IEEE International Geoscience and Remote Sensing Symposium (IGARSS) ◽

10.1109/igarss.2015.7327056 ◽

2015 ◽

Author(s):

H. Torabzadeh ◽

R. Leiterer ◽

M. E. Schaepman ◽

F. Morsdorf

Keyword(s):

Tree Species ◽

Laser Scanning ◽

Hyperspectral Data ◽

Airborne Laser Scanning ◽

Spectral Features ◽

Species Classification ◽

Tree Species Classification ◽

Airborne Laser

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Single-Sensor Solution to Tree Species Classiﬁcation Using Multispectral Airborne Laser Scanning

Remote Sensing ◽

10.3390/rs9020108 ◽

2017 ◽

Vol 9 (2) ◽

pp. 108 ◽

Cited By ~ 49

Author(s):

Xiaowei Yu ◽

Juha Hyyppä ◽

Paula Litkey ◽

Harri Kaartinen ◽

Mikko Vastaranta ◽

...

Keyword(s):

Tree Species ◽

Laser Scanning ◽

Airborne Laser Scanning ◽

Species Classification ◽

Tree Species Classification ◽

Airborne Laser ◽

Single Sensor

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Tree species classification in a temperate mixed forest using a combination of imaging spectroscopy and airborne laser scanning

Agricultural and Forest Meteorology ◽

10.1016/j.agrformet.2019.107744 ◽

2019 ◽

Vol 279 ◽

pp. 107744 ◽

Cited By ~ 4

Author(s):

Hossein Torabzadeh ◽

Reik Leiterer ◽

Andreas Hueni ◽

Michael E. Schaepman ◽

Felix Morsdorf

Keyword(s):

Tree Species ◽

Laser Scanning ◽

Imaging Spectroscopy ◽

Mixed Forest ◽

Airborne Laser Scanning ◽

Species Classification ◽

Tree Species Classification ◽

Airborne Laser ◽

Temperate Mixed Forest

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

IEEE Transactions on Geoscience and Remote Sensing ◽

10.1109/tgrs.2016.2543225 ◽

2016 ◽

Vol 54 (9) ◽

pp. 5011-5027 ◽

Cited By ~ 61

Author(s):

Yunsheng Wang ◽

Juha Hyyppa ◽

Xinlian Liang ◽

Harri Kaartinen ◽

Xiaowei Yu ◽

...

Keyword(s):

Laser Scanning ◽

Forest Ecology ◽

Canopy Structure ◽

Airborne Laser Scanning ◽

Detection Methods ◽

Individual Tree ◽

Tree Detection ◽

International Benchmarking ◽

Airborne Laser ◽

The Individual

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Individual tree detection and crown segmentation based on metabolic theory from airborne laser scanning data

Journal of Applied Remote Sensing ◽

10.1117/1.jrs.15.034504 ◽

2021 ◽

Vol 15 (03) ◽

Author(s):

Honglu Xin ◽

Yadvinder Malhi ◽

David A. Coomes ◽

Yi Lin ◽

Baoli Liu ◽

...

Keyword(s):

Laser Scanning ◽

Airborne Laser Scanning ◽

Metabolic Theory ◽

Individual Tree ◽

Tree Detection ◽

Airborne Laser

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