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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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Autores principales: Sanz-Cortiella, Ricardo, Llorens-Calveras, Jordi, Escolà, Alexandre, Arnó-Satorra, Jaume, Ribes-Dasi, Manel, Masip-Vilalta, Joan, Camp, Ferran, Gràcia-Aguilá, Felip, Solanelles-Batlle, Francesc, Planas-DeMartí, Santiago, Pallejà-Cabré, Tomàs, Palacin-Roca, Jordi, Gregorio-Lopez, Eduard, Del-Moral-Martínez, Ignacio, Rosell-Polo, Joan R.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Molecular Diversity Preservation International (MDPI) 2011
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3231410/
https://www.ncbi.nlm.nih.gov/pubmed/22163926
http://dx.doi.org/10.3390/s110605769
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author Sanz-Cortiella, Ricardo
Llorens-Calveras, Jordi
Escolà, Alexandre
Arnó-Satorra, Jaume
Ribes-Dasi, Manel
Masip-Vilalta, Joan
Camp, Ferran
Gràcia-Aguilá, Felip
Solanelles-Batlle, Francesc
Planas-DeMartí, Santiago
Pallejà-Cabré, Tomàs
Palacin-Roca, Jordi
Gregorio-Lopez, Eduard
Del-Moral-Martínez, Ignacio
Rosell-Polo, Joan R.
author_facet Sanz-Cortiella, Ricardo
Llorens-Calveras, Jordi
Escolà, Alexandre
Arnó-Satorra, Jaume
Ribes-Dasi, Manel
Masip-Vilalta, Joan
Camp, Ferran
Gràcia-Aguilá, Felip
Solanelles-Batlle, Francesc
Planas-DeMartí, Santiago
Pallejà-Cabré, Tomàs
Palacin-Roca, Jordi
Gregorio-Lopez, Eduard
Del-Moral-Martínez, Ignacio
Rosell-Polo, Joan R.
author_sort Sanz-Cortiella, Ricardo
collection PubMed
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.
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spelling pubmed-32314102011-12-07 Innovative LIDAR 3D Dynamic Measurement System to Estimate Fruit-Tree Leaf Area Sanz-Cortiella, Ricardo Llorens-Calveras, Jordi Escolà, Alexandre Arnó-Satorra, Jaume Ribes-Dasi, Manel Masip-Vilalta, Joan Camp, Ferran Gràcia-Aguilá, Felip Solanelles-Batlle, Francesc Planas-DeMartí, Santiago Pallejà-Cabré, Tomàs Palacin-Roca, Jordi Gregorio-Lopez, Eduard Del-Moral-Martínez, Ignacio Rosell-Polo, Joan R. Sensors (Basel) Article 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. Molecular Diversity Preservation International (MDPI) 2011-05-27 /pmc/articles/PMC3231410/ /pubmed/22163926 http://dx.doi.org/10.3390/s110605769 Text en © 2011 by the authors; licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution license (http://creativecommons.org/licenses/by/3.0/).
spellingShingle Article
Sanz-Cortiella, Ricardo
Llorens-Calveras, Jordi
Escolà, Alexandre
Arnó-Satorra, Jaume
Ribes-Dasi, Manel
Masip-Vilalta, Joan
Camp, Ferran
Gràcia-Aguilá, Felip
Solanelles-Batlle, Francesc
Planas-DeMartí, Santiago
Pallejà-Cabré, Tomàs
Palacin-Roca, Jordi
Gregorio-Lopez, Eduard
Del-Moral-Martínez, Ignacio
Rosell-Polo, Joan R.
Innovative LIDAR 3D Dynamic Measurement System to Estimate Fruit-Tree Leaf Area
title 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_short 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
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3231410/
https://www.ncbi.nlm.nih.gov/pubmed/22163926
http://dx.doi.org/10.3390/s110605769
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