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Canadian Journal of Remote Sensing
Journal canadien de télédétection
Volume 39, 2013 - Issue sup1
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Article

Tree genera classification with geometric features from high-density airborne LiDAR

Connie Ko Department of Earth & Space Science & Engineering, York University, 4700 Keele Street, Toronto, ON M3J 1P3.Correspondence[email protected]
,
Gunho Sohn Department of Earth & Space Science & Engineering, York University, 4700 Keele Street, Toronto, ON M3J 1P3.
&
Tarmo K. Remmel Department of Geography, York University, 4700 Keele Street, Toronto, ON M3J 1P3.
Pages S73-S85 | Received 01 Dec 2012, Accepted 28 Mar 2013, Published online: 04 Jun 2014

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Itiya Aneece & Howard Epstein. (2017) Identifying invasive plant species using field spectroscopy in the VNIR region in successional systems of north-central Virginia. International Journal of Remote Sensing 38:1, pages 100-122.
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Brindusa Cristina Budei, Benoît St-Onge, Richard A. Fournier & Daniel Kneeshaw. (2022) Effects of Viewing Geometry on Multispectral Lidar-Based Needle-Leaved Tree Species Identification. Remote Sensing 14:24, pages 6217.
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Francois du Toit, Nicholas C. Coops, Blaise Ratcliffe, Yousry A. El-Kassaby & Arko Lucieer. (2022) Modelling internal tree attributes for breeding applications in Douglas-fir progeny trials using RPAS-ALS. Science of Remote Sensing, pages 100072.
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Mobarakol Islam, Navodini Wijethilake & Hongliang Ren. (2021) Glioblastoma multiforme prognosis: MRI missing modality generation, segmentation and radiogenomic survival prediction. Computerized Medical Imaging and Graphics 91, pages 101906.
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Francois du Toit, Nicholas C Coops, Tristan R H Goodbody, Michael Stoehr & Yousry A El-Kassaby. (2021) Deriving internal crown geometric features of Douglas-fir from airborne laser scanning in a realized-gain trial. Forestry: An International Journal of Forest Research 94:3, pages 442-454.
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Aravind Harikumar, Claudia Paris, Francesca Bovolo & Lorenzo Bruzzone. (2021) A Crown Quantization-Based Approach to Tree-Species Classification Using High-Density Airborne Laser Scanning Data. IEEE Transactions on Geoscience and Remote Sensing 59:5, pages 4444-4453.
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Yutang Wang, Jia Wang, Shuping Chang, Lu Sun, Likun An, Yuhan Chen & Jiangqi Xu. (2021) Classification of Street Tree Species Using UAV Tilt Photogrammetry. Remote Sensing 13:2, pages 216.
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Navodini Wijethilake, Mobarakol Islam & Hongliang Ren. (2020) Radiogenomics model for overall survival prediction of glioblastoma. Medical & Biological Engineering & Computing 58:8, pages 1767-1777.
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Hoang Minh Nguyen, Begüm Demir & Michele Dalponte. (2019) A Weighted SVM-Based Approach to Tree Species Classification at Individual Tree Crown Level Using LiDAR Data. Remote Sensing 11:24, pages 2948.
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Johannes Schumacher, Margret Rattay, Melanie Kirchhöfer, Petra Adler & Gerald Kändler. (2019) Combination of Multi-Temporal Sentinel 2 Images and Aerial Image Based Canopy Height Models for Timber Volume Modelling. Forests 10:9, pages 746.
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Agnieszka Kamińska, Maciej Lisiewicz, Krzysztof Stereńczak, Bartłomiej Kraszewski & Rafał Sadkowski. (2018) Species-related single dead tree detection using multi-temporal ALS data and CIR imagery. Remote Sensing of Environment 219, pages 31-43.
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Yi Lin, Miao Jiang, Petri Pellikka & Janne Heiskanen. (2018) Recruiting Conventional Tree Architecture Models into State-of-the-Art LiDAR Mapping for Investigating Tree Growth Habits in Structure. Frontiers in Plant Science 9.
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Rosmarie Blomley, Aarne Hovi, Martin Weinmann, Stefan Hinz, Ilkka Korpela & Boris Jutzi. (2017) Tree species classification using within crown localization of waveform LiDAR attributes. ISPRS Journal of Photogrammetry and Remote Sensing 133, pages 142-156.
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Aravind Harikumar, Francesca Bovolo & Lorenzo Bruzzone. (2017) An Internal Crown Geometric Model for Conifer Species Classification With High-Density LiDAR Data. IEEE Transactions on Geoscience and Remote Sensing 55:5, pages 2924-2940.
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Tarmo K. Remmel & Ajith H. Perera. 2017. Mapping Forest Landscape Patterns. Mapping Forest Landscape Patterns 105 145 .
A. HarikumarF. BovoloL. Bruzzone. A novel approach to internal crown characterization for coniferous tree species classification. A novel approach to internal crown characterization for coniferous tree species classification.
Connie Ko, Gunho Sohn, Tarmo Remmel & John Miller. (2016) Maximizing the Diversity of Ensemble Random Forests for Tree Genera Classification Using High Density LiDAR Data. Remote Sensing 8:8, pages 646.
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Yi Lin & Juha Hyyppä. (2016) A comprehensive but efficient framework of proposing and validating feature parameters from airborne LiDAR data for tree species classification. International Journal of Applied Earth Observation and Geoinformation 46, pages 45-55.
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Henry Mak & Baoxin Hu. (2015) Characterization of tree structures from mobile LiDAR data for the identification of ASH trees. Characterization of tree structures from mobile LiDAR data for the identification of ASH trees.
Connie Ko, Gunho Sohn, Tarmo Remmel & John Miller. (2014) Hybrid Ensemble Classification of Tree Genera Using Airborne LiDAR Data. Remote Sensing 6:11, pages 11225-11243.
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Ville Kankare, Marianna Joensuu, Jari Vauhkonen, Markus Holopainen, Topi Tanhuanpää, Mikko Vastaranta, Juha Hyyppä, Hannu Hyyppä, Petteri Alho, Juha Rikala & Marketta Sipi. (2014) Estimation of the Timber Quality of Scots Pine with Terrestrial Laser Scanning. Forests 5:8, pages 1879-1895.
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Henry Mak & Baoxin Hu. (2014) Tree species identification and subsequent health determination from mobile LiDAR data. Tree species identification and subsequent health determination from mobile LiDAR data.
Rob Warren & Erik Champion. 2014. The Semantic Web – ISWC 2014. The Semantic Web – ISWC 2014 358 373 .

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