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Original Articles

Advanced full-waveform lidar data echo detection: Assessing quality of derived terrain and tree height models in an alpine coniferous forest

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Pages 5211-5228 | Published online: 22 Sep 2009

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Read on this site (7)

Gaia Vaglio Laurin, Fabio Del Frate, Luca Pasolli, Claudia Notarnicola, Leila Guerriero & Riccardo Valentini. (2013) Discrimination of vegetation types in alpine sites with ALOS PALSAR-, RADARSAT-2-, and lidar-derived information. International Journal of Remote Sensing 34:19, pages 6898-6913.
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Huaguo Huang & Randolph H. Wynne. (2013) Simulation of lidar waveforms with a time-dependent radiosity algorithm. Canadian Journal of Remote Sensing 39:sup1, pages S126-S138.
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Binglei Gong, Jungho Im, JohnR. Jensen, Mark Coleman, Jinyoung Rhee & Eric Nelson. (2012) Characterization of Forest Crops with a Range of Nutrient and Water Treatments Using AISA Hyperspectral Imagery. GIScience & Remote Sensing 49:4, pages 463-491.
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MuhammadM. Alam, MartinN. Strandgard, MarkW. Brown & JulianC. Fox. (2012) Improving the productivity of mechanised harvesting systems using remote sensing. Australian Forestry 75:4, pages 238-245.
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ColinJ. Gleason & Jungho Im. (2011) A Review of Remote Sensing of Forest Biomass and Biofuel: Options for Small-Area Applications. GIScience & Remote Sensing 48:2, pages 141-170.
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Qingming Zhan, Yubin Liang, Ying Cai & Yinghui Xiao. (2011) Pattern detection in airborne LiDAR data using Laplacian of Gaussian filter. Geo-spatial Information Science 14:3, pages 184-189.
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RonaldE. McRoberts, DanielN. M. Donoghue & Michel Deshayes. (2009) Preface: 2007 ForestSAT. International Journal of Remote Sensing 30:19, pages 4911-4914.
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Mathilde Letard, Thomas Corpetti & Dimitri Lague. (2023) Bathymetric LiDAR Waveform Decomposition with Temporal Attentive Encoder-Decoders. Bathymetric LiDAR Waveform Decomposition with Temporal Attentive Encoder-Decoders.
Si Chen, Haiyang Zhang, Fahong Jin, Lin Wang & Changming Zhao. (2023) Research on echo characteristics in remote detection with the pulse LiDAR of aerial targets under diverse atmospheric conditions. Heliyon 9:6, pages e16728.
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Gangping Liu & Jun Ke. (2022) Full-waveform LiDAR echo decomposition based on dense and residual neural networks. Applied Optics 61:9, pages F15.
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Gangping Liu & Jun Ke. (2022) End-to-End Full-Waveform Echo Decomposition Based on Self-Attention Classification and U-Net Decomposition. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing 15, pages 7978-7987.
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Ibrahim Fayad, Dino Ienco, Nicolas Baghdadi, Raffaele Gaetano, Clayton Alcarde Alvares, Jose Luiz Stape, Henrique Ferraço Scolforo & Guerric Le Maire. (2021) A CNN-based approach for the estimation of canopy heights and wood volume from GEDI waveforms. Remote Sensing of Environment 265, pages 112652.
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Qun Hao, Yu Tao, Jie Cao & Yang Cheng. (2021) Development of pulsed‐laser three‐dimensional imaging flash lidar using APD arrays . Microwave and Optical Technology Letters 63:10, pages 2492-2509.
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Fan Xu, Jun Chen, Ya Liu, Qihui Wu, Xiaofei Zhang & Zhengyang Shu. (2021) Parametric Decomposition of Pulsed Lidar Signals with Noise Corruption Using FRFT Spectrum Analysis. Remote Sensing 13:16, pages 3296.
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Janos Horvath, Daniel Mas Montserrat, Hanxiang Hao & Edward J. Delp. (2020) Manipulation Detection in Satellite Images Using Deep Belief Networks. Manipulation Detection in Satellite Images Using Deep Belief Networks.
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Wu Qinqin, Qiang Shengzhi, Li Xicai & Wang Yuanqing. (2020) Lidar full-waveform decomposition based on the empirical mode decomposition and Gaussian function model. Measurement Science and Technology 31:2, pages 025206.
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Osian Roberts, Pete Bunting, Andy Hardy & Daniel McInerney. (2020) Sensitivity Analysis of the DART Model for Forest Mensuration with Airborne Laser Scanning. Remote Sensing 12:2, pages 247.
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Julian Ilinca, Sanna Kaasalainen, Tuomo Malkamäki & Teemu Hakala. (2019) Improved waveform reconstruction and parameter accuracy retrieval for hyperspectral lidar data. Applied Optics 58:35, pages 9624.
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Juan José Ruiz-Lendínez, Francisco Javier Ariza-López & Manuel Antonio Ureña-Cámara. (2019) Study of NSSDA Variability by Means of Automatic Positional Accuracy Assessment Methods. ISPRS International Journal of Geo-Information 8:12, pages 552.
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Wu Qinqin, Qiang Shengzhi & Wang Yuanqing. (2019) Continuous wavelet transform and iterative decrement algorithm for the Lidar full-waveform echo decomposition. Applied Optics 58:34, pages 9360.
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Wu Qinqin, Qiang Shengzhi, Wang Yuanqing & Ren Shuping. (2019) Lidar full-waveform decomposition based on empirical mode decomposition and local-Levenberg–Marquard fitting. Applied Optics 58:29, pages 7943.
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Pierluigi Bombi, Vittoria Gnetti, Ettore D’Andrea, Bruno De Cinti, Augusto Vigna Taglianti, Marco A. Bologna & Giorgio Matteucci. (2019) Identifying priority sites for insect conservation in forest ecosystems at high resolution: the potential of LiDAR data. Journal of Insect Conservation 23:4, pages 689-698.
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Duan Li, Lijun Xu, Xiaolu Li & Jiangtao Sun. (2019) Asymmetrical-Gaussian-Model-Based Laser Echo Detection. IEEE Sensors Journal 19:10, pages 3797-3806.
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Guillaume Brigot, Marc Simard, Elise Colin-Koeniguer & Alexandre Boulch. (2019) Retrieval of Forest Vertical Structure from PolInSAR Data by Machine Learning Using LIDAR-Derived Features. Remote Sensing 11:4, pages 381.
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Lin Cao, Nicholas C. Coops, Yuan Sun, Honghua Ruan, Guibin Wang, Jinsong Dai & Guanghui She. (2019) Estimating canopy structure and biomass in bamboo forests using airborne LiDAR data. ISPRS Journal of Photogrammetry and Remote Sensing 148, pages 114-129.
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Hongchao Ma, Weiwei Zhou & Liang Zhang. (2018) DEM refinement by low vegetation removal based on the combination of full waveform data and progressive TIN densification. ISPRS Journal of Photogrammetry and Remote Sensing 146, pages 260-271.
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Tee-Ann Teo & Wan-Yi Yeh. (2018) The Benefit of the Geospatial-Related Waveforms Analysis to Extract Weak Laser Pulses. Remote Sensing 10:7, pages 1141.
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Tan Zhou & Sorin C. Popescu. (2017) Bayesian decomposition of full waveform LiDAR data with uncertainty analysis. Remote Sensing of Environment 200, pages 43-62.
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Tan Zhou, Sorin C. Popescu, Keith Krause, Ryan D. Sheridan & Eric Putman. (2017) Gold – A novel deconvolution algorithm with optimization for waveform LiDAR processing. ISPRS Journal of Photogrammetry and Remote Sensing 129, pages 131-150.
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Xiang Shen, Qing-Quan Li, Guofeng Wu & Jiasong Zhu. (2017) Decomposition of LiDAR waveforms by B-spline-based modeling. ISPRS Journal of Photogrammetry and Remote Sensing 128, pages 182-191.
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Fan Xu, Fenfang Li & Yuanqing Wang. (2016) Modified Levenberg–Marquardt-Based Optimization Method for LiDAR Waveform Decomposition. IEEE Geoscience and Remote Sensing Letters 13:4, pages 530-534.
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Cheng-Kai Wang, Yi-Hsing Tseng & Chi-Kuei Wang. (2016) A Wavelet-Based Echo Detector for Waveform LiDAR Data. IEEE Transactions on Geoscience and Remote Sensing 54:2, pages 757-769.
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Lin Cao, Nicholas Coops, Txomin Hermosilla, John Innes, Jinsong Dai & Guanghui She. (2014) Using Small-Footprint Discrete and Full-Waveform Airborne LiDAR Metrics to Estimate Total Biomass and Biomass Components in Subtropical Forests. Remote Sensing 6:8, pages 7110-7135.
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