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...

Full description

Bibliographic Details
Main Authors: 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
Format: Article
Language:English
Published: MDPI AG 2011-05-01
Series:Sensors
Subjects:
Online Access:http://www.mdpi.com/1424-8220/11/6/5769/
id doaj-c7c80b622fa34f72b6b19cfe06c26f63
record_format Article
spelling 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/
work_keys_str_mv AT ignaciodelmoralmartinez innovativelidar3ddynamicmeasurementsystemtoestimatefruittreeleafarea
AT joanrrosellpolo innovativelidar3ddynamicmeasurementsystemtoestimatefruittreeleafarea
AT eduardgregoriolopez innovativelidar3ddynamicmeasurementsystemtoestimatefruittreeleafarea
AT tomaspallejacabre innovativelidar3ddynamicmeasurementsystemtoestimatefruittreeleafarea
AT jordipalacinroca innovativelidar3ddynamicmeasurementsystemtoestimatefruittreeleafarea
AT felipgraciaaguila innovativelidar3ddynamicmeasurementsystemtoestimatefruittreeleafarea
AT francescsolanellesbatlle innovativelidar3ddynamicmeasurementsystemtoestimatefruittreeleafarea
AT santiagoplanasdemarti innovativelidar3ddynamicmeasurementsystemtoestimatefruittreeleafarea
AT ferrancamp innovativelidar3ddynamicmeasurementsystemtoestimatefruittreeleafarea
AT jaumearnosatorra innovativelidar3ddynamicmeasurementsystemtoestimatefruittreeleafarea
AT jordillorenscalveras innovativelidar3ddynamicmeasurementsystemtoestimatefruittreeleafarea
AT joanmasipvilalta innovativelidar3ddynamicmeasurementsystemtoestimatefruittreeleafarea
AT manelribesdasi innovativelidar3ddynamicmeasurementsystemtoestimatefruittreeleafarea
AT alexandreescola innovativelidar3ddynamicmeasurementsystemtoestimatefruittreeleafarea
AT ricardosanzcortiella innovativelidar3ddynamicmeasurementsystemtoestimatefruittreeleafarea
_version_ 1725295980469813248