Title :
Real-Time Tree-Foliage Surface Estimation Using a Ground Laser Scanner
Author :
Palacín, Jordi ; Pallejà, Tomsà ; Tresanchez, Marcel ; Sanz, Ricardo ; Llorens, Jordi ; Ribes-Dasi, Manel ; Masip, Joan ; Arnó, Jaume ; Escolà, Alexandre ; Rosell, Joan Ramon
Author_Institution :
Univ. of Lleida, Lleida
Abstract :
The optimization of most pesticide and fertilizer applications is based on overall grove conditions. In this paper, we propose a measurement system to estimate the foliage surface of a tree crop. The system is based on a ground laser scanner that estimates the volume of the trees and then extrapolates their leaf area using simple and fast algorithms to allow true real-time operation. Tests with pear trees demonstrated that the relation between the volume and the foliage can be interpreted as linear with a coefficient of correlation (R) of 0.81, and the foliage surface can be estimated from this volume with an average error less than 6%.
Keywords :
forestry; optical scanners; remote sensing by laser beam; vegetation mapping; correlation coefficient; ground laser scanner; grove conditions; real-time tree foliage surface estimation; tree crop foliage surface; Fertilizers; Infrared detectors; Infrared image sensors; Laser radar; Pollution measurement; Sensor phenomena and characterization; Spraying; Surface emitting lasers; Ultrasonic variables measurement; Volume measurement; Agrochemical dose control; foliage estimation; ground laser scanner; light detection and ranging (LIDAR); remote sensing; volume estimation;
Journal_Title :
Instrumentation and Measurement, IEEE Transactions on
DOI :
10.1109/TIM.2007.900126