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Original Articles

Species identification of individual trees by combining high resolution LiDAR data with multi‐spectral images

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Pages 1537-1552 | Published online: 25 Feb 2008

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Read on this site (40)

Erich H. Peitzsch, Chelsea Martin-Mikle, Jordy Hendrikx, Karl Birkeland & Daniel Fagre. (2024) Characterizing vegetation and return periods in avalanche paths using lidar and aerial imagery. Arctic, Antarctic, and Alpine Research 56:1.
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Martin Queinnec, Nicholas C. Coops, Joanne C. White, Verena C. Griess, Naomi B. Schwartz & Grant McCartney. (2023) Mapping Dominant Boreal Tree Species Groups by Combining Area-Based and Individual Tree Crown LiDAR Metrics with Sentinel-2 Data . Canadian Journal of Remote Sensing 49:1.
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Niva Kiran Verma, David W. Lamb & Priyakant Sinha. (2022) Airborne LiDAR and high resolution multispectral data integration in Eucalyptus tree species mapping in an Australian farmscape. Geocarto International 37:1, pages 70-90.
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Mao Xuegang, Zhu Liang & Wenyi Fan. (2020) Object-Oriented Automatic Identification of Forest Gaps Using Digital Orthophoto Maps and LiDAR Data. Canadian Journal of Remote Sensing 46:2, pages 177-192.
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Pema Wangda, Yousif A. Hussin, M.C. Bronsveld & Yogendra K. Karna. (2019) Species stratification and upscaling of forest carbon estimates to landscape scale using GeoEye-1 image and lidar data in sub-tropical forests of Nepal. International Journal of Remote Sensing 40:20, pages 7941-7965.
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Brindusa Cristina Budei & Benoît St-Onge. (2018) Variability of Multispectral Lidar 3D and Intensity Features with Individual Tree Height and Its Influence on Needleleaf Tree Species Identification. Canadian Journal of Remote Sensing 44:4, pages 263-286.
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H. van Deventer, M. A. Cho & O. Mutanga. (2017) Improving the classification of six evergreen subtropical tree species with multi-season data from leaf spectra simulated to WorldView-2 and RapidEye. International Journal of Remote Sensing 38:17, pages 4804-4830.
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Stefano Puliti, Terje Gobakken, Hans Ole Ørka & Erik Næsset. (2017) Assessing 3D point clouds from aerial photographs for species-specific forest inventories. Scandinavian Journal of Forest Research 32:1, pages 68-79.
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Dameng Yin & Le Wang. (2016) How to assess the accuracy of the individual tree-based forest inventory derived from remotely sensed data: a review. International Journal of Remote Sensing 37:19, pages 4521-4553.
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Wade T. Tinkham, Alistair M. S. Smith, David L. R. Affleck, Jarred D. Saralecos, Michael J. Falkowski, Chad M. Hoffman, Andrew T. Hudak & Michael A. Wulder. (2016) Development of Height-Volume Relationships in Second Growth Abies grandis for Use with Aerial LiDAR. Canadian Journal of Remote Sensing 42:5, pages 400-410.
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Joanne C. White, Nicholas C. Coops, Michael A. Wulder, Mikko Vastaranta, Thomas Hilker & Piotr Tompalski. (2016) Remote Sensing Technologies for Enhancing Forest Inventories: A Review. Canadian Journal of Remote Sensing 42:5, pages 619-641.
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Christopher Hopkinson, Laura Chasmer, Chris Gynan, Craig Mahoney & Michael Sitar. (2016) Multisensor and Multispectral LiDAR Characterization and Classification of a Forest Environment. Canadian Journal of Remote Sensing 42:5, pages 501-520.
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Jurjen van der Sluijs, Ronald J. Hall & Derek R. Peddle. (2016) Influence of Field-Based Species Composition and Understory Descriptions on Spectral Mixture Analysis of Tree Species in the Northwest Territories, Canada. Canadian Journal of Remote Sensing 42:5, pages 591-609.
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Jonas Bohlin, Jörgen Wallerman & Johan E. S. Fransson. (2016) Deciduous forest mapping using change detection of multi-temporal canopy height models from aerial images acquired at leaf-on and leaf-off conditions. Scandinavian Journal of Forest Research 31:5, pages 517-525.
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Yanjun Su, Qinghua Guo, Danny L. Fry, Brandon M. Collins, Maggi Kelly, Jacob P. Flanagan & John J. Battles. (2016) A Vegetation Mapping Strategy for Conifer Forests by Combining Airborne LiDAR Data and Aerial Imagery. Canadian Journal of Remote Sensing 42:1, pages 1-15.
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Ann-Helen Granholm, Håkan Olsson, Mats Nilsson, Anna Allard & Johan Holmgren. (2015) The potential of digital surface models based on aerial images for automated vegetation mapping. International Journal of Remote Sensing 36:7, pages 1855-1870.
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Qixia Man, Pinliang Dong & Huadong Guo. (2015) Pixel- and feature-level fusion of hyperspectral and lidar data for urban land-use classification. International Journal of Remote Sensing 36:6, pages 1618-1644.
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Wei Hou & Ulrich Walz. (2014) Extraction of small biotopes and ecotones from multi-temporal RapidEye data and a high-resolution normalized digital surface model. International Journal of Remote Sensing 35:20, pages 7245-7262.
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Johannes Schumacher & Thomas Nord-Larsen. (2014) Wall-to-wall tree type classification using airborne lidar data and CIR images. International Journal of Remote Sensing 35:9, pages 3057-3073.
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Jukka Malinen, Harri Kilpeläinen & Kalle Ylisirniö. (2014) Description and evaluation of Prehas software for pre-harvest assessment of timber assortments. International Journal of Forest Engineering 25:1, pages 66-74.
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Caiyun Zhang, Zhixiao Xie & Donna Selch. (2013) Fusing lidar and digital aerial photography for object-based forest mapping in the Florida Everglades. GIScience & Remote Sensing 50:5, pages 562-573.
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Hans Ole Ørka, Michele Dalponte, Terje Gobakken, Erik Næsset & Liviu Theodor Ene. (2013) Characterizing forest species composition using multiple remote sensing data sources and inventory approaches. Scandinavian Journal of Forest Research 28:7, pages 677-688.
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Henning Buddenbaum, Stephan Seeling & Joachim Hill. (2013) Fusion of full-waveform lidar and imaging spectroscopy remote sensing data for the characterization of forest stands. International Journal of Remote Sensing 34:13, pages 4511-4524.
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Connie Ko, Gunho Sohn & Tarmo K. Remmel. (2013) Tree genera classification with geometric features from high-density airborne LiDAR. Canadian Journal of Remote Sensing 39:sup1, pages S73-S85.
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Nadja Stumberg, Hans Ole Ørka, Ole Martin Bollandsås, Terje Gobakken & Erik Næsset. (2013) Classifying tree and nontree echoes from airborne laser scanning in the forest–tundra ecotone. Canadian Journal of Remote Sensing 38:6, pages 655-666.
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Karin Nordkvist, Ann-Helen Granholm, Johan Holmgren, Håkan Olsson & Mats Nilsson. (2012) Combining optical satellite data and airborne laser scanner data for vegetation classification. Remote Sensing Letters 3:5, pages 393-401.
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Yi Lin, Juha Hyyppä, Anttoni Jaakkola & Xiaowei Yu. (2012) Three-level frame and RD-schematic algorithm for automatic detection of individual trees from MLS point clouds. International Journal of Remote Sensing 33:6, pages 1701-1716.
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Hans Ole Ørka, Terje Gobakken, Erik Næsset, Liviu Ene & Vegard Lien. (2012) Simultaneously acquired airborne laser scanning and multispectral imagery for individual tree species identification. Canadian Journal of Remote Sensing 38:2, pages 125-138.
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NicholasR. Vaughn, L. Monika Moskal & EricC. Turnblom. (2011) Fourier transformation of waveform Lidar for species recognition. Remote Sensing Letters 2:4, pages 347-356.
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Morten Larsen, Mats Eriksson, Xavier Descombes, Guillaume Perrin, Tomas Brandtberg & FrançoisA. Gougeon. (2011) Comparison of six individual tree crown detection algorithms evaluated under varying forest conditions. International Journal of Remote Sensing 32:20, pages 5827-5852.
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RonaldE. McRoberts, WarrenB. Cohen, Erik Næsset, StephenV. Stehman & ErkkiO. Tomppo. (2010) Using remotely sensed data to construct and assess forest attribute maps and related spatial products. Scandinavian Journal of Forest Research 25:4, pages 340-367.
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RonaldE. McRoberts, ErkkiO. Tomppo & Erik Næsset. (2010) Advances and emerging issues in national forest inventories. Scandinavian Journal of Forest Research 25:4, pages 368-381.
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Thomas Nord-Larsen & Torben Riis-Nielsen. (2010) Developing an airborne laser scanning dominant height model from a countrywide scanning survey and national forest inventory data. Scandinavian Journal of Forest Research 25:3, pages 262-272.
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Eva Lindberg, Johan Holmgren, Kenneth Olofsson, Jörgen Wallerman & Håkan Olsson. (2010) Estimation of tree lists from airborne laser scanning by combining single-tree and area-based methods. International Journal of Remote Sensing 31:5, pages 1175-1192.
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Jari Vauhkonen. (2010) Estimating crown base height for Scots pine by means of the 3D geometry of airborne laser scanning data. International Journal of Remote Sensing 31:5, pages 1213-1226.
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M. Hollaus, W. Dorigo, W. Wagner, K. Schadauer, B. Höfle & B. Maier. (2009) Operational wide-area stem volume estimation based on airborne laser scanning and national forest inventory data. International Journal of Remote Sensing 30:19, pages 5159-5175.
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Jari Vauhkonen, Timo Tokola, Matti Maltamo & Petteri Packalén. (2008) Effects of pulse density on predicting characteristics of individual trees of Scandinavian commercial species using alpha shape metrics based on airborne laser scanning data. Canadian Journal of Remote Sensing 34:sup2, pages S441-S459.
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. (2008) Full Issue in PDF / Numéro complet enform PDF. Canadian Journal of Remote Sensing 34:sup2, pages ii-S484.
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. (2008) Preface: 3D Remote Sensing in Forestry. International Journal of Remote Sensing 29:5, pages 1239-1242.
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Yi Xu, Tiejun Wang, Andrew K. Skidmore & Tawanda W. Gara. (2023) A Novel Approach to Match Individual Trees between Aerial Photographs and Airborne LiDAR Data. Remote Sensing 15:17, pages 4128.
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Aravind Harikumar, Francesca Bovolo & Lorenzo Bruzzone. (2019) A Local Projection-Based Approach to Individual Tree Detection and 3-D Crown Delineation in Multistoried Coniferous Forests Using High-Density Airborne LiDAR Data. IEEE Transactions on Geoscience and Remote Sensing 57:2, pages 1168-1182.
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Chih-Wei Lin, Qilu Ding, Wei-Hao Tu, Jia-Hang Huang & Jin-Fu Liu. (2019) Fourier Dense Network to Conduct Plant Classification Using UAV-Based Optical Images. IEEE Access 7, pages 17736-17749.
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Elias Ganivet & Mark Bloomberg. (2019) Towards rapid assessments of tree species diversity and structure in fragmented tropical forests: A review of perspectives offered by remotely-sensed and field-based data. Forest Ecology and Management 432, pages 40-53.
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Kepu Wang, Tiejun Wang & Xuehua Liu. (2018) A Review: Individual Tree Species Classification Using Integrated Airborne LiDAR and Optical Imagery with a Focus on the Urban Environment. Forests 10:1, pages 1.
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