Innovative LIDAR 3D Dynamic Measurement System to Estimate Fruit-Tree Leaf Area
In this work, a LIDAR-based 3D Dynamic Measurement System is presented and evaluated for the geometric characterization of tree crops. Using this measurement system, trees were scanned from two opposing sides to obtain two three-dimensional point clouds. After registration of the point clouds, a sim...
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doaj-c7c80b622fa34f72b6b19cfe06c26f632020-11-25T00:38:53ZengMDPI AGSensors1424-82202011-05-011165769579110.3390/s110605769Innovative LIDAR 3D Dynamic Measurement System to Estimate Fruit-Tree Leaf AreaIgnacio Del-Moral-MartínezJoan R. Rosell-PoloEduard Gregorio-LopezTomàs Pallejà-CabréJordi Palacin-RocaFelip Gràcia-AguiláFrancesc Solanelles-BatlleSantiago Planas-DeMartíFerran CampJaume Arnó-SatorraJordi Llorens-CalverasJoan Masip-VilaltaManel Ribes-DasiAlexandre EscolàRicardo Sanz-CortiellaIn this work, a LIDAR-based 3D Dynamic Measurement System is presented and evaluated for the geometric characterization of tree crops. Using this measurement system, trees were scanned from two opposing sides to obtain two three-dimensional point clouds. After registration of the point clouds, a simple and easily obtainable parameter is the number of impacts received by the scanned vegetation. The work in this study is based on the hypothesis of the existence of a linear relationship between the number of impacts of the LIDAR sensor laser beam on the vegetation and the tree leaf area. Tests performed under laboratory conditions using an ornamental tree and, subsequently, in a pear tree orchard demonstrate the correct operation of the measurement system presented in this paper. The results from both the laboratory and field tests confirm the initial hypothesis and the 3D Dynamic Measurement System is validated in field operation. This opens the door to new lines of research centred on the geometric characterization of tree crops in the field of agriculture and, more specifically, in precision fruit growing.http://www.mdpi.com/1424-8220/11/6/5769/terrestrial laser scannerLIDAR3D plant structurefruit treeleaf area |
collection |
DOAJ |
language |
English |
format |
Article |
sources |
DOAJ |
author |
Ignacio Del-Moral-Martínez Joan R. Rosell-Polo Eduard Gregorio-Lopez Tomàs Pallejà-Cabré Jordi Palacin-Roca Felip Gràcia-Aguilá Francesc Solanelles-Batlle Santiago Planas-DeMartí Ferran Camp Jaume Arnó-Satorra Jordi Llorens-Calveras Joan Masip-Vilalta Manel Ribes-Dasi Alexandre Escolà Ricardo Sanz-Cortiella |
spellingShingle |
Ignacio Del-Moral-Martínez Joan R. Rosell-Polo Eduard Gregorio-Lopez Tomàs Pallejà-Cabré Jordi Palacin-Roca Felip Gràcia-Aguilá Francesc Solanelles-Batlle Santiago Planas-DeMartí Ferran Camp Jaume Arnó-Satorra Jordi Llorens-Calveras Joan Masip-Vilalta Manel Ribes-Dasi Alexandre Escolà Ricardo Sanz-Cortiella Innovative LIDAR 3D Dynamic Measurement System to Estimate Fruit-Tree Leaf Area Sensors terrestrial laser scanner LIDAR 3D plant structure fruit tree leaf area |
author_facet |
Ignacio Del-Moral-Martínez Joan R. Rosell-Polo Eduard Gregorio-Lopez Tomàs Pallejà-Cabré Jordi Palacin-Roca Felip Gràcia-Aguilá Francesc Solanelles-Batlle Santiago Planas-DeMartí Ferran Camp Jaume Arnó-Satorra Jordi Llorens-Calveras Joan Masip-Vilalta Manel Ribes-Dasi Alexandre Escolà Ricardo Sanz-Cortiella |
author_sort |
Ignacio Del-Moral-Martínez |
title |
Innovative LIDAR 3D Dynamic Measurement System to Estimate Fruit-Tree Leaf Area |
title_short |
Innovative LIDAR 3D Dynamic Measurement System to Estimate Fruit-Tree Leaf Area |
title_full |
Innovative LIDAR 3D Dynamic Measurement System to Estimate Fruit-Tree Leaf Area |
title_fullStr |
Innovative LIDAR 3D Dynamic Measurement System to Estimate Fruit-Tree Leaf Area |
title_full_unstemmed |
Innovative LIDAR 3D Dynamic Measurement System to Estimate Fruit-Tree Leaf Area |
title_sort |
innovative lidar 3d dynamic measurement system to estimate fruit-tree leaf area |
publisher |
MDPI AG |
series |
Sensors |
issn |
1424-8220 |
publishDate |
2011-05-01 |
description |
In this work, a LIDAR-based 3D Dynamic Measurement System is presented and evaluated for the geometric characterization of tree crops. Using this measurement system, trees were scanned from two opposing sides to obtain two three-dimensional point clouds. After registration of the point clouds, a simple and easily obtainable parameter is the number of impacts received by the scanned vegetation. The work in this study is based on the hypothesis of the existence of a linear relationship between the number of impacts of the LIDAR sensor laser beam on the vegetation and the tree leaf area. Tests performed under laboratory conditions using an ornamental tree and, subsequently, in a pear tree orchard demonstrate the correct operation of the measurement system presented in this paper. The results from both the laboratory and field tests confirm the initial hypothesis and the 3D Dynamic Measurement System is validated in field operation. This opens the door to new lines of research centred on the geometric characterization of tree crops in the field of agriculture and, more specifically, in precision fruit growing. |
topic |
terrestrial laser scanner LIDAR 3D plant structure fruit tree leaf area |
url |
http://www.mdpi.com/1424-8220/11/6/5769/ |
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