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Original Articles

Mapping gap fraction, LAI and defoliation using various ALS penetration variables

Pages 1227-1244 | Published online: 30 Mar 2010

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Read on this site (9)

Paweł Hawryło, Bartłomiej Bednarz, Piotr Wężyk & Marta Szostak. (2018) Estimating defoliation of Scots pine stands using machine learning methods and vegetation indices of Sentinel-2. European Journal of Remote Sensing 51:1, pages 194-204.
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O. Brovkina, E. Cienciala, F. Zemek, P. Lukeš, T. Fabianek & R. Russ. (2017) Composite indicator for monitoring of Norway spruce stand decline. European Journal of Remote Sensing 50:1, pages 550-563.
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Sheng Nie, Cheng Wang, Pinliang Dong & Xiaohuan Xi. (2016) Estimating leaf area index of maize using airborne full-waveform lidar data. Remote Sensing Letters 7:2, pages 111-120.
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Janne Heiskanen, Lauri Korhonen, Jesse Hietanen & Petri K.E. Pellikka. (2015) Use of airborne lidar for estimating canopy gap fraction and leaf area index of tropical montane forests. International Journal of Remote Sensing 36:10, pages 2569-2583.
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Shezhou Luo, Cheng Wang, Guicai Li & Xiaohuan Xi. (2013) Retrieving leaf area index using ICESat/GLAS full-waveform data. Remote Sensing Letters 4:8, pages 745-753.
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Yi Lin, Juha Hyyppä, Anttoni Jaakkola & Markus Holopainen. (2012) Characterization of mobile LiDAR data collected with multiple echoes per pulse from crowns during foliation. Scandinavian Journal of Forest Research 27:3, pages 298-311.
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RossA. Hill & JuanC. Suárez. (2010) SilviLaser: applications of laser systems for forest assessment and inventory. International Journal of Remote Sensing 31:5, pages 1129-1132.
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Andy D. Beaton, Robert A. Metcalfe, James M. Buttle & Steven E. Franklin. Using field-based, photogrammetric point cloud, orthophoto and LiDAR-derived metrics to assess forest structure–snowpack relationships in the Great Lakes–St. Lawrence Forest region. Canadian Water Resources Journal / Revue canadienne des ressources hydriques 0:0, pages 1-17.
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Articles from other publishers (61)

Darío Domingo, Cristina Gómez, Francisco Mauro, Hermine Houdas, Gabriel Sangüesa-Barreda & Francisco Rodríguez-Puerta. (2024) Canopy Structural Changes in Black Pine Trees Affected by Pine Processionary Moth Using Drone-Derived Data. Drones 8:3, pages 75.
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Shaohui Zhang, Lauri Korhonen, Mait Lang, Jan Pisek, Gastón M. Díaz, Ilkka Korpela, Zhongyu Xia, Hanna Haapala & Matti Maltamo. (2024) Comparison of Semi-Physical and Empirical Models in the Estimation of Boreal Forest Leaf Area Index and Clumping With Airborne Laser Scanning Data. IEEE Transactions on Geoscience and Remote Sensing 62, pages 1-12.
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Xiao Li, Linyuan Li, Wenjian Ni, Xihan Mu, Xiaodan Wu, Gaia Vaglio Laurin, Elia Vangi, Krzysztof Stereńczak, Gherardo Chirici, Shiyou Yu & Huaguo Huang. (2024) Validating GEDI tree canopy cover product across forest types using co-registered aerial LiDAR data. ISPRS Journal of Photogrammetry and Remote Sensing 207, pages 326-337.
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Yunfei Li, Hongda Zeng, Jingfeng Xiong & Guofang Miao. (2023) Influence of Topography on UAV LiDAR-Based LAI Estimation in Subtropical Mountainous Secondary Broadleaf Forests. Forests 15:1, pages 17.
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Linyuan Li, Xihan Mu, Hailan Jiang, Francesco Chianucci, Ronghai Hu, Wanjuan Song, Jianbo Qi, Shouyang Liu, Jiaxin Zhou, Ling Chen, Huaguo Huang & Guangjian Yan. (2023) Review of ground and aerial methods for vegetation cover fraction (fCover) and related quantities estimation: definitions, advances, challenges, and future perspectives. ISPRS Journal of Photogrammetry and Remote Sensing 199, pages 133-156.
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Yunfeng Zhu, Dongni Li, Jiangchuan Fan, Huaiqing Zhang, Markus P. Eichhorn, Xiangjun Wang & Ting Yun. (2023) A reinterpretation of the gap fraction of tree crowns from the perspectives of computer graphics and porous media theory. Frontiers in Plant Science 14.
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Lu Xu, Shuo Shi, Wei Gong, Zixi Shi, Fangfang Qu, Xingtao Tang, Bowen Chen & Jia Sun. (2022) Improving leaf chlorophyll content estimation through constrained PROSAIL model from airborne hyperspectral and LiDAR data. International Journal of Applied Earth Observation and Geoinformation 115, pages 103128.
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Marta Prada, Elena Canga, Juan Majada & Celia Martínez-Alonso. (2022) Canopy characterization of sweet chestnut coppice in the north of spain from lidar data. European Journal of Forest Research 141:2, pages 267-279.
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Tiangang Yin, Bruce D. Cook & Douglas C. Morton. (2022) Three-dimensional estimation of deciduous forest canopy structure and leaf area using multi-directional, leaf-on and leaf-off airborne lidar data. Agricultural and Forest Meteorology 314, pages 108781.
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C. Wade Ross, E. Louise Loudermilk, Nicholas Skowronski, Scott Pokswinski, J. Kevin Hiers & Joseph O’Brien. (2022) LiDAR Voxel-Size Optimization for Canopy Gap Estimation. Remote Sensing 14:5, pages 1054.
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Jaz Stoddart, Danilo Roberti Alves de Almeida, Carlos Alberto Silva, Eric Bastos Görgens, Michael Keller & Ruben Valbuena. (2022) A Conceptual Model for Detecting Small-Scale Forest Disturbances Based on Ecosystem Morphological Traits. Remote Sensing 14:4, pages 933.
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Maryia Halubok, Adam K. Kochanski, Rob Stoll & Brian N. Bailey. (2022) Errors in the Estimation of Leaf Area Density From Aerial LiDAR Data: Influence of Statistical Sampling and Heterogeneity. IEEE Transactions on Geoscience and Remote Sensing 60, pages 1-14.
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Jie Zhang, Jinyan Tian, Xiaojuan Li, Le Wang, Beibei Chen, Huili Gong, Rongguang Ni, Bingfeng Zhou & Cankun Yang. (2021) Leaf area index retrieval with ICESat-2 photon counting LiDAR. International Journal of Applied Earth Observation and Geoinformation 103, pages 102488.
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Luo Tian, Yonghua Qu & Jianbo Qi. (2021) Estimation of Forest LAI Using Discrete Airborne LiDAR: A Review. Remote Sensing 13:12, pages 2408.
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Zdeněk Patočka, Kateřina Novosadová, Pavel Haninec, Radek Pokorný, Tomáš Mikita & Martin Klimánek. (2020) Comparison of LiDAR-based Models for True Leaf Area Index and Effective Leaf Area Index Estimation in Young Beech Forests. Acta Universitatis Agriculturae et Silviculturae Mendelianae Brunensis 68:3, pages 559-566.
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Karel Kuželka, Martin Slavík & Peter Surový. (2020) Very High Density Point Clouds from UAV Laser Scanning for Automatic Tree Stem Detection and Direct Diameter Measurement. Remote Sensing 12:8, pages 1236.
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Yonghua Qu, Ahmed Shaker, Lauri Korhonen, Carlos Alberto Silva, Kun Jia, Luo Tian & Jinling Song. (2020) Direct Estimation of Forest Leaf Area Index based on Spectrally Corrected Airborne LiDAR Pulse Penetration Ratio. Remote Sensing 12:2, pages 217.
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Tiangang Yin, Jianbo Qi, Bruce D. Cook, Douglas C. Morton, Shanshan Wei & Jean-Philippe Gastellu-Etchegorry. (2019) Modeling Small-Footprint Airborne Lidar-Derived Estimates of Gap Probability and Leaf Area Index. Remote Sensing 12:1, pages 4.
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Mihai A. Tanase, Ludovic Villard, Diana Pitar, Bogdan Apostol, Marius Petrila, Serban Chivulescu, Stefan Leca, Ignacio Borlaf-Mena, Ionut-Silviu Pascu, Alexandru-Claudiu Dobre, Daniel Pitar, Gheorghe Guiman, Adrian Lorent, Cristian Anghelus, Albert Ciceu, Gabriel Nedea, Raducu Stanculeanu, Flaviu Popescu, Cristina Aponte & Ovidiu Badea. (2019) Synthetic aperture radar sensitivity to forest changes: A simulations-based study for the Romanian forests. Science of The Total Environment 689, pages 1104-1114.
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Lennart Noordermeer, Roar Økseter, Hans Ole Ørka, Terje Gobakken, Erik Næsset & Ole Martin Bollandsås. (2019) Classifications of Forest Change by Using Bitemporal Airborne Laser Scanner Data. Remote Sensing 11:18, pages 2145.
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Langning Huo, Ning Zhang, Xiaoli Zhang & Yanshuang Wu. (2019) Tree defoliation classification based on point distribution features derived from single-scan terrestrial laser scanning data. Ecological Indicators 103, pages 782-790.
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Peter Surový & Karel Kuželka. (2019) Acquisition of Forest Attributes for Decision Support at the Forest Enterprise Level Using Remote-Sensing Techniques—A Review. Forests 10:3, pages 273.
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Adrián Cardil, Kaori Otsu, Magda Pla, Carlos Alberto Silva & Lluis Brotons. (2019) Quantifying pine processionary moth defoliation in a pine-oak mixed forest using unmanned aerial systems and multispectral imagery. PLOS ONE 14:3, pages e0213027.
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Dafeng Zhang, Jianli Liu, Wenjian Ni, Guoqing Sun, Zhiyu Zhang, Qinhuo Liu & Qiang Wang. (2019) Estimation of Forest Leaf Area Index Using Height and Canopy Cover Information Extracted From Unmanned Aerial Vehicle Stereo Imagery. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing 12:2, pages 471-481.
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Solomon G. Tesfamichael, Jan van Aardt, Wesley Roberts & Fethi Ahmed. (2018) Retrieval of narrow-range LAI of at multiple lidar point densities: Application on Eucalyptus grandis plantation. International Journal of Applied Earth Observation and Geoinformation 70, pages 93-104.
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Yonghua Qu, Ahmed Shaker, Carlos Silva, Carine Klauberg & Ekena Pinagé. (2018) Remote Sensing of Leaf Area Index from LiDAR Height Percentile Metrics and Comparison with MODIS Product in a Selectively Logged Tropical Forest Area in Eastern Amazonia. Remote Sensing 10:6, pages 970.
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Shezhou Luo, Jing M. Chen, Cheng Wang, Alemu Gonsamo, Xiaohuan Xi, Yi Lin, Mingjie Qian, Dailiang Peng, Sheng Nie & Haiming Qin. (2018) Comparative Performances of Airborne LiDAR Height and Intensity Data for Leaf Area Index Estimation. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing 11:1, pages 300-310.
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Haiming Qin, Cheng Wang, Feifei Pan, Yi Lin, Xiaohuan Xi & Shezhou Luo. (2017) Estimation of FPAR and FPAR profile for maize canopies using airborne LiDAR. Ecological Indicators 83, pages 53-61.
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Adrián Cardil, Udayalakshmi Vepakomma & Lluis Brotons. (2017) Assessing Pine Processionary Moth Defoliation Using Unmanned Aerial Systems. Forests 8:10, pages 402.
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Grant D. Pearse, Justin Morgenroth, Michael S. Watt & Jonathan P. Dash. (2017) Optimising prediction of forest leaf area index from discrete airborne lidar. Remote Sensing of Environment 200, pages 220-239.
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Cornelius Senf, Rupert Seidl & Patrick Hostert. (2017) Remote sensing of forest insect disturbances: Current state and future directions. International Journal of Applied Earth Observation and Geoinformation 60, pages 49-60.
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Titta Majasalmi, Lauri Korhonen, Ilkka Korpela & Jari Vauhkonen. (2017) Application of 3D triangulations of airborne laser scanning data to estimate boreal forest leaf area index. International Journal of Applied Earth Observation and Geoinformation 59, pages 53-62.
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Daniel Kükenbrink, Fabian D. Schneider, Reik Leiterer, Michael E. Schaepman & Felix Morsdorf. (2017) Quantification of hidden canopy volume of airborne laser scanning data using a voxel traversal algorithm. Remote Sensing of Environment 194, pages 424-436.
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Cornelia RobergeAnton GrafströmGöran Ståhl. (2017) Forest damage inventory using the local pivotal sampling method. Canadian Journal of Forest Research 47:3, pages 357-365.
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Haotian You, Tiejun Wang, Andrew Skidmore & Yanqiu Xing. (2017) Quantifying the Effects of Normalisation of Airborne LiDAR Intensity on Coniferous Forest Leaf Area Index Estimations. Remote Sensing 9:2, pages 163.
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Jinyan Tian, Le Wang, Xiaojuan Li, Chen Shi & Huili Gong. (2017) Differentiating Tree and Shrub LAI in a Mixed Forest With ICESat/GLAS Spaceborne LiDAR. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing 10:1, pages 87-94.
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Iurii Shendryk, Mark Broich, Mirela G. Tulbure, Andrew McGrath, David Keith & Sergey V. Alexandrov. (2016) Mapping individual tree health using full-waveform airborne laser scans and imaging spectroscopy: A case study for a floodplain eucalypt forest. Remote Sensing of Environment 187, pages 202-217.
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R.J. Hall, G. Castilla, J.C. White, B.J. Cooke & R.S. Skakun. (2016) Remote sensing of forest pest damage: a review and lessons learned from a Canadian perspective. The Canadian Entomologist 148:S1, pages S296-S356.
Crossref
Sheng Nie, Cheng Wang, Pinliang Dong, Xiaohuan Xi, Shezhou Luo & Hangyu Zhou. (2016) Estimating Leaf Area Index of Maize Using Airborne Discrete-Return LiDAR Data. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing 9:7, pages 3259-3266.
Crossref
Shezhou Luo, Jing M. Chen, Cheng Wang, Xiaohuan Xi, Hongcheng Zeng, Dailiang Peng & Dong Li. (2016) Effects of LiDAR point density, sampling size and height threshold on estimation accuracy of crop biophysical parameters. Optics Express 24:11, pages 11578.
Crossref
Wang Li, Zheng Niu, Jing Li, Hanyue Chen, Shuai Gao, Mingquan Wu & Dong Li. (2016) Generating pseudo large footprint waveforms from small footprint full-waveform airborne LiDAR data for the layered retrieval of LAI in orchards. Optics Express 24:9, pages 10142.
Crossref
Antonio Ferraz, Clement Mallet, Stephane Jacquemoud, Gil Rito Goncalves, Margarida Tome, Paula Soares, Luisa Gomes Pereira & Frederic Bretar. (2015) Canopy Density Model: A New ALS-Derived Product to Generate Multilayer Crown Cover Maps. IEEE Transactions on Geoscience and Remote Sensing 53:12, pages 6776-6790.
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Wang Li, Zheng Niu, Ni Huang, Cheng Wang, Shuai Gao & Chaoyang Wu. (2015) Airborne LiDAR technique for estimating biomass components of maize: A case study in Zhangye City, Northwest China. Ecological Indicators 57, pages 486-496.
Crossref
Wang Li, Zheng Niu, Cheng Wang, Wenjiang Huang, Hanyue Chen, Shuai Gao, Dong Li & Shakir Muhammad. (2015) Combined Use of Airborne LiDAR and Satellite GF-1 Data to Estimate Leaf Area Index, Height, and Aboveground Biomass of Maize During Peak Growing Season. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing 8:9, pages 4489-4501.
Crossref
D. Moeser, F. Morsdorf & T. Jonas. (2015) Novel forest structure metrics from airborne LiDAR data for improved snow interception estimation. Agricultural and Forest Meteorology 208, pages 40-49.
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Cristóbal Rullán-Silva, Adriana E. Olthoff, Valentín Pando, Juan A. Pajares & José A. Delgado. (2015) Remote monitoring of defoliation by the beech leaf-mining weevil Rhynchaenus fagi in northern Spain. Forest Ecology and Management 347, pages 200-208.
Crossref
D. Moeser, M. Stähli & T. Jonas. (2015) Improved snow interception modeling using canopy parameters derived from airborne L i DAR data . Water Resources Research 51:7, pages 5041-5059.
Crossref
Shezhou Luo, Cheng Wang, Feifei Pan, Xiaohuan Xi, Guicai Li, Sheng Nie & Shaobo Xia. (2015) Estimation of wetland vegetation height and leaf area index using airborne laser scanning data. Ecological Indicators 48, pages 550-559.
Crossref
D. Moeser, J. Roubinek, P. Schleppi, F. Morsdorf & T. Jonas. (2014) Canopy closure, LAI and radiation transfer from airborne LiDAR synthetic images. Agricultural and Forest Meteorology 197, pages 158-168.
Crossref
Shezhou Luo, Cheng Wang, Xiaohuan Xi & Feifei Pan. (2014) Estimating FPAR of maize canopy using airborne discrete-return LiDAR data. Optics Express 22:5, pages 5106.
Crossref
Mikko Vastaranta, Markus Holopainen, Mika Karjalainen, Ville Kankare, Juha Hyyppa & Sanna Kaasalainen. (2014) TerraSAR-X Stereo Radargrammetry and Airborne Scanning LiDAR Height Metrics in Imputation of Forest Aboveground Biomass and Stem Volume. IEEE Transactions on Geoscience and Remote Sensing 52:2, pages 1197-1204.
Crossref
Lauri Korhonen & Felix Morsdorf. 2014. Forestry Applications of Airborne Laser Scanning. Forestry Applications of Airborne Laser Scanning 397 417 .
John Armston, Mathias Disney, Philip Lewis, Peter Scarth, Stuart Phinn, Richard Lucas, Peter Bunting & Nicholas Goodwin. (2013) Direct retrieval of canopy gap probability using airborne waveform lidar. Remote Sensing of Environment 134, pages 24-38.
Crossref
Tuula Kantola, Mikko Vastaranta, Päivi Lyytikäinen-Saarenmaa, Markus Holopainen, Ville Kankare, Mervi Talvitie & Juha Hyyppä. (2013) Classification of Needle Loss of Individual Scots Pine Trees by Means of Airborne Laser Scanning. Forests 4:2, pages 386-403.
Crossref
Ville Kankare, Mikko Vastaranta, Markus Holopainen, Minna Räty, Xiaowei Yu, Juha Hyyppä, Hannu Hyyppä, Petteri Alho & Risto Viitala. (2013) Retrieval of Forest Aboveground Biomass and Stem Volume with Airborne Scanning LiDAR. Remote Sensing 5:5, pages 2257-2274.
Crossref
LUO She‐Zhou, WANG Cheng, ZHANG Gui‐Bin, XI Xiao‐Huan & LI Gui‐Cai. (2013) Forest Leaf Area Index (LAI) Estimation Using Airborne Discrete‐Return Lidar Data. Chinese Journal of Geophysics 56:3, pages 233-242.
Crossref
Mikko Vastaranta, Tuula Kantola, Päivi Lyytikäinen-Saarenmaa, Markus Holopainen, Ville Kankare, Michael Wulder, Juha Hyyppä & Hannu Hyyppä. (2013) Area-Based Mapping of Defoliation of Scots Pine Stands Using Airborne Scanning LiDAR. Remote Sensing 5:3, pages 1220-1234.
Crossref
Marco Ferretti. 2013. Forest Monitoring - Methods for terrestrial investigations in Europe with an overview of North America and Asia. Forest Monitoring - Methods for terrestrial investigations in Europe with an overview of North America and Asia 3 18 .
A. Varhola, G. W. Frazer, P. Teti & N. C. Coops. (2012) Estimation of forest structure metrics relevant to hydrologic modelling using coordinate transformation of airborne laser scanning data. Hydrology and Earth System Sciences 16:10, pages 3749-3766.
Crossref
Alicia Peduzzi, Randolph H. Wynne, Valerie A. Thomas, Ross F. Nelson, James J. Reis & Mark Sanford. (2012) Combined Use of Airborne Lidar and DBInSAR Data to Estimate LAI in Temperate Mixed Forests. Remote Sensing 4:6, pages 1758-1780.
Crossref
Tuula Kantola, Mikko Vastaranta, Xiaowei Yu, Paivi Lyytikainen-Saarenmaa, Markus Holopainen, Mervi Talvitie, Sanna Kaasalainen, Svein Solberg & Juha Hyyppa. (2010) Classification of Defoliated Trees Using Tree-Level Airborne Laser Scanning Data Combined with Aerial Images. Remote Sensing 2:12, pages 2665-2679.
Crossref

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