Mechatronic terrestrial LiDAR for canopy porosity and crown surface estimation

被引:26
作者
Arriagada Pfeiffer, Sebastian [1 ]
Guevara, Javier [1 ]
Auat Cheein, Fernando [1 ]
Sanz, Ricardo [2 ]
机构
[1] Univ Tecn Feder Santa Maria, Dept Elect Engn, GRAI Res Grp, Av Espana 1680, Valparaiso, Chile
[2] Univ Lleida, Dept Agr & Forest Engn, Res Grp AgroICT & Precis Agr, Av Rovira Roure 191, Lleida 25198, Spain
关键词
Terrestrial LiDAR; Canopy estimation; Crown porosity; Mechatronic LiDAR; LEAF-AREA INDEX; PHOTOGRAPHY; ALGORITHM; TREES;
D O I
10.1016/j.compag.2018.01.022
中图分类号
S [农业科学];
学科分类号
09 ;
摘要
The geometric characterization of tree crops is a necessary task to obtain simple though valuable variables such as height and width of tree tops and more complex variables such as porosity and tree top surface, in which this paper focuses. To obtain these variables, a ground-based mechatronic LiDAR system and a multi-size voxels algorithm have been developed. We test the LIDAR system and our algorithms for two cases: a single tree case and a multi-tree case. In the latter, we apply our algorithms in a tree row from an avocado grove in Chile, showing that our system is portable, accurate and can offer the farmer a useful tool for crop monitoring. In addition, we compare our approach with others previously published, showing that our system is more efficient when estimating porosity and crown surface, and offers more capabilities for the decision making process in agricultural activities.
引用
收藏
页码:104 / 113
页数:10
相关论文
共 29 条
  • [21] A review of methods and applications of the geometric characterization of tree crops in agricultural activities
    Rosell, J. R.
    Sanz, R.
    [J]. COMPUTERS AND ELECTRONICS IN AGRICULTURE, 2012, 81 : 124 - 141
  • [22] Obtaining the three-dimensional structure of tree orchards from remote 2D terrestrial LIDAR scanning
    Rosell, Joan R.
    Llorens, Jordi
    Sanz, Ricardo
    Arno, Jaume
    Ribes-Dasi, Manel
    Masip, Joan
    Escola, Alexandre
    Camp, Ferran
    Solanelles, Francesc
    Gracia, Felip
    Gil, Emilio
    Val, Luis
    Planas, Santiago
    Palacin, Jordi
    [J]. AGRICULTURAL AND FOREST METEOROLOGY, 2009, 149 (09) : 1505 - 1515
  • [23] Relationship between tree row LIDAR-volume and leaf area density for fruit orchards and vineyards obtained with a LIDAR 3D Dynamic Measurement System
    Sanz, R.
    Rosell, J. R.
    Llorens, J.
    Gil, E.
    Planas, S.
    [J]. AGRICULTURAL AND FOREST METEOROLOGY, 2013, 171 : 153 - 162
  • [24] Analyzing forest canopies with ground-based laser scanning: A comparison with hemispherical photography
    Seidel, Dominik
    Fleck, Stefan
    Leuschner, Christoph
    [J]. AGRICULTURAL AND FOREST METEOROLOGY, 2012, 154 : 1 - 8
  • [25] Compact Precomputed Voxelized Shadows
    Sintorn, Erik
    Kaempe, Viktor
    Olsson, Ola
    Assarsson, Ulf
    [J]. ACM TRANSACTIONS ON GRAPHICS, 2014, 33 (04):
  • [26] Srinivasan A., 2006, PRINCIPLES APPL
  • [27] 3D Forest: An application for descriptions of three-dimensional forest structures using terrestrial LiDAR
    Trochta, Jan
    Krucek, Martin
    Vrska, Tomas
    Kral, Kamil
    [J]. PLOS ONE, 2017, 12 (05):
  • [28] Regulated dose adjustment of commercial orchard spraying products
    Walklate, P. J.
    Cross, J. V.
    [J]. CROP PROTECTION, 2013, 54 : 65 - 73
  • [29] Computational-Geometry-Based Retrieval of Effective Leaf Area Index Using Terrestrial Laser Scanning
    Zheng, Guang
    Moskal, L. Monika
    [J]. IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2012, 50 (10): : 3958 - 3969