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Estimating the leaf area of an individual tree in urban areas using terrestrial laser scanner and path length distribution model

Ronghai Hu, Elena Bournez, Shiyu Cheng, Hailan Jiang, Françoise Nerry, Tania Landes, Marc Saudreau, Pierre Kastendeuch, Georges Najjar, Jérôme Colin, Guangjian Yan
2018 ISPRS journal of photogrammetry and remote sensing (Print)  
Estimating the leaf area of an individual tree in urban areas using terrestrial laser scanner and path length distribution model.  ...  A terrestrial laser scanner (TLS), which can extract an individual tree by using its unique distance information, provides a possibility for indirectly measuring the leaf area index (LAI) in urban areas  ...  The authors also thank the Interreg Atmo-IDEE program and the AVENUE project of the CNES/TOSCA, France, for the financial support and for allowing the researchers to use the historical garden of the University  ... 
doi:10.1016/j.isprsjprs.2018.07.015 fatcat:u3myo2zqirclrhjnllz3c6yvoi

Retrieval of Gap Fraction and Effective Plant Area Index from Phase-Shift Terrestrial Laser Scans

Pyare Pueschel, Glenn Newnham, Joachim Hill
2014 Remote Sensing  
Two commonly used metrics for characterizing canopy structure are the gap fraction and the effective Plant Area Index (PAI e ). Both have been successfully retrieved with terrestrial laser scanning.  ...  However, a systematic assessment of the influence of the laser scan properties on the retrieval of these metrics is still lacking.  ...  Glenn Newnham provided IDL code for the processing of raw scan data, contributed to the discussion and interpretation of results, and contributed some portions of the written manuscript.  ... 
doi:10.3390/rs6032601 fatcat:veap4be3vrctdeo6srarhw6rdy

A Novel Approach for Retrieving Tree Leaf Area from Ground-Based LiDAR

Ting Yun, Feng An, Weizheng Li, Yuan Sun, Lin Cao, Lianfeng Xue
2016 Remote Sensing  
Nevertheless, estimations from only one scan resulted in a deviation of >25% in the retrieved individual tree leaf area due to the occlusion effect.  ...  The results showed that the individual tree leaf area was accurately reproduced using our method from three registered scans, with a relative deviation of less than 10%.  ...  ; Yuan Sun and Lin Cao contributed to the data analysis and accuracy assessment; and all authors contributed to the drafts of the manuscript and approved final publication.  ... 
doi:10.3390/rs8110942 fatcat:wtuafdiyonhankcifya2cpmh5q

Application of Laser Remote Sensing to Forest Ecological Research
レーザーリモートセンシングの森林生態学への応用

Akira Kato, Hiroaki Ishii, Tsutomu Enoki, Akira Osawa, Tatsuaki Kobayashi, Kiyoshi Umeki, Takeshi Sasaki, Keigo Matsue
2014 Journal of the Japanese Forest Society  
In the past, airborne laser has been used intensively to measure stand level attributes, such as average tree height, individual tree crowns, canopy cover, canopy stratification, and tree height growth  ...  Moreover, with the terrestrial laser, we can measure the upper part of stem and crown without human error, which was impossible using conventional ground-based manual measurement.  ...  Remote Sens Environ : Naesset E, Bjerknes K-O Estimating tree heights and number of stems in young forest stands using airborne laser scanner data.  ... 
doi:10.4005/jjfs.96.168 fatcat:frsnzpsatbdptnksqlhv6b4vuu

Retrieving Leaf Area Index (LAI) Using Remote Sensing: Theories, Methods and Sensors

Guang Zheng, L. Monika Moskal
2009 Sensors  
at an array of spatial scales from the leaf to the landscape.  ...  The ability to accurately and rapidly acquire leaf area index (LAI) is an indispensable component of process-based ecological research facilitating the understanding of gas-vegetation exchange phenomenon  ...  Acknowledgements Funding has been provided by the Precision Forestry Cooperative (PFC), University of Washington (UW).  ... 
doi:10.3390/s90402719 pmid:22574042 pmcid:PMC3348792 fatcat:dvnggvw55vdvpi4h7a4woyjh6q

Study of Subtropical Forestry Index Retrieval Using Terrestrial Laser Scanning and Hemispherical Photography

Ting Yun, Weizheng Li, Yuan Sun, Lianfeng Xue
2015 Mathematical Problems in Engineering  
, terrestrial laser scanning, and LAI-2200 plant canopy analyzer.  ...  In order to retrieve gap fraction, leaf inclination angle, and leaf area index (LAI) of subtropical forestry canopy, here we acquired forestry detailed information by means of hemispherical photography  ...  [14] investigated the use of a voxel-based approach to retrieve leaf area distribution of individual trees from PCD and provided vertical as well as radial distributions of leaf area in individual trees  ... 
doi:10.1155/2015/206108 fatcat:pd5zcjjglzbkzaxok5a544ulua

Improving leaf area index (LAI) estimation by correcting for clumping and woody effects using terrestrial laser scanning

Xi Zhu, Andrew K. Skidmore, Tiejun Wang, Jing Liu, Roshanak Darvishzadeh, Yifang Shi, Joe Premier, Marco Heurich
2018 Agricultural and Forest Meteorology  
Terrestrial laser scanning (TLS) provides a 3-dimensional view of the forest canopy, which we used in this study to improve LAI estimation by directly retrieving leaf angle distribution, and subsequently  ...  The combined error ranged from −46.2% to 32.6% of the leaf area index (LAI) measurements. The error was largely dependent on forest types.  ...  We acknowledge the support of the "Data Pool Forestry" data-sharing initiative of the Bavarian Forest National Park.  ... 
doi:10.1016/j.agrformet.2018.08.026 fatcat:ijqydhugkbgm5agrqfstzxocaq

In situ data supporting remote sensing estimation of spruce forest parameters at the ecosystem station Bílý Kříž

Lucie Homolová, Růžena Janoutová, Petr Lukeš, Jan Hanuš, Jan Novotný, Olga Brovkina, Rolling Richard Loayza Fernandez
2017 Beskydy  
In addition to airborne remote sensing data acquisition, the in situ activities included terrestrial laser scanning for tree 3D modelling, measurements of needle biochemical and optical properties, leaf  ...  Leaf area index of spruce stands of various age and densities varied between 5.3 and 9. 3.  ...  Acknowledgement This work was supported by the Ministry of Education, Youth and Sports of CR within the National Sustainability Program I (NPU I), grant number LO1415 and by the European Space Agency grant  ... 
doi:10.11118/beskyd201710010075 fatcat:pyybdhz7qjci7m5j7s57gnaq7q

Determining leaf area index and leafy tree roughness using terrestrial laser scanning

A. S. Antonarakis, K. S. Richards, J. Brasington, E. Muller
2010 Water Resources Research  
Citation: Antonarakis, A. S., K. S. Richards, J. Brasington, and E. Muller (2010), Determining leaf area index and leafy tree roughness using terrestrial laser scanning, Water Resour.  ...  Terrestrial laser scanning is used in this study due to its ability to obtain millions of points within relatively small forest stands.  ...  We give our thanks to the aid and work performed by Luc Lambs and the team at the CNRS in Toulouse, France, including Valentin Audum, and Jean-Luc Peiry and his team from the University of Clermont-Ferrand  ... 
doi:10.1029/2009wr008318 fatcat:xu5k4k3lcffjtjv6jtttpbcntq

Crown level clumping in Norway spruce from terrestrial laser scanning measurements

Daniel Schraik, Aarne Hovi, Miina Rautiainen
2020 Agricultural and Forest Meteorology  
We analyzed possible error sources and point out ways to improve the measurements of leaf and silhouette area for conifer trees using laser scanning data.  ...  to total area ratio from point clouds acquired by laser scanners.  ...  Recovery of empty pulses We stored our point clouds in the e57 format, where each individual scan has an associated transformation matrix, and the points from that scan can be read in a local coordinate  ... 
doi:10.1016/j.agrformet.2020.108238 fatcat:nsknh2atf5cg3mmqkgbxowvnay

Estimation of above ground biomass in boreal forest using ground-based Lidar

L Taheriazad, H Moghadas, A Sanchez-Azofeifa
2017 IOP Conference Series: Earth and Environment  
In this study, a new model is developed to estimate the above ground biomass using ground based Lidar data. 21 trees were measured and scanned across the plot area study in boreal forests of Alberta, Canada  ...  The study area was scanned in the summer season 2014 to quantify the green biomass.  ...  Material and methods In this study, the point cloud data were collected from a high-elevation aspen stand using the terrestrial laser scanner Leica Scan Station C10.  ... 
doi:10.1088/1755-1315/68/1/012011 fatcat:nxwc3vy3hnfubb4mbxvapvjto4

Retrieving Forest Inventory Variables with Terrestrial Laser Scanning (TLS) in Urban Heterogeneous Forest

L. Monika Moskal, Guang Zheng
2011 Remote Sensing  
The methodology was based on a voxel data structure derived from TLS PCD. We retrieved biophysical tree parameters including diameter at breast height (DBH), tree height, basal area, and volume.  ...  Using our method, a terrestrial LiDAR-based inventory, also applicable to mobile-or vehicle-based laser scanning (MLS or VLS), was produced for future calibration of Aerial Laser Scanning (ALS) data and  ...  Funding and resources for this research project came from the NSF funded University of Washington I/UCRC Center for Advanced Forest Systems (NSF award # 0855690), the state key fundamental science funds  ... 
doi:10.3390/rs4010001 fatcat:v6hhvv3kfjafje2cmuo5ovsemu

New estimates of leaf angle distribution from terrestrial LiDAR: Comparison with measured and modelled estimates from nine broadleaf tree species

Matheus Boni Vicari, Jan Pisek, Mathias Disney
2019 Agricultural and Forest Meteorology  
We do this using data from both real trees covering the full range of existing leaf angle distribution type, but also from 3D Monte Carlo ray tracing.  ...  We introduce a fast and simple method for detection of LAD information from terrestrial LiDAR scanning (TLS) point clouds.  ...  MBV was supported by the Science Without Borders grant 233849/2014-9 from the National Council of Technological and Scientific Development -Brazil.  ... 
doi:10.1016/j.agrformet.2018.10.021 fatcat:yokhzobgezbhxeoy3p7o2xrt6y

Terrestrial Laser Scanning for Vegetation Analyses with a Special Focus on Savannas

Tasiyiwa Priscilla Muumbe, Jussi Baade, Jenia Singh, Christiane Schmullius, Christian Thau
2021 Remote Sensing  
For detailed analyses at the local scale, Terrestrial Laser Scanning (TLS) has proven to be a promising remote sensing technology over the past decade.  ...  The review covered a range of aspects, including the global distribution of TLS studies, parameters retrieved from TLS point clouds and retrieval methods.  ...  Using a laser beam, terrestrial laser scanners provide a high-resolution 3D view of the objects [36] .  ... 
doi:10.3390/rs13030507 fatcat:az2k6ma3q5b25dhmeatgqsdpim

Detailed reconstruction of trees from terrestrial laser scans for remote sensing and radiative transfer modelling applications

Růžena Janoutová, Lucie Homolová, Jan Novotný, Barbora Navrátilová, Miroslav Pikl, Zbyněk Malenovský
2021 in silico Plants  
Our algorithm for 3D model construction of a single tree is based on terrestrial laser scanning (TLS) and ancillary field measurements of leaf angle distribution, percentage of current-year and older leaves  ...  The algorithm comprises four main steps: i) segmentation of a TLS tree point cloud separating wooden parts from foliage, ii) reconstruction of wooden parts (trunks and branches) from TLS data, iii) biologically  ...  from the RMIT University in Melbourne for acquisition of the white peppermint TLS point clouds, and IFER -Institute of Forest Ecosystem Research, Ltd. and IFER -Monitoring and Mapping Solutions, Ltd.  ... 
doi:10.1093/insilicoplants/diab026 fatcat:lugtjqbo7vctfkxe2kpx5nezya
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