Nutritional evaluation; laser-induced breakdown spectroscopy; LIBS; Huanglongbing; HLB; phytosanitary control; diagnosis; data analysis; citrus diseases;GREENING DISEASE; FLUORESCENCE; LIBS; LEAVES; TOOLS

Huanglongbing (HLB) is the most recent and destructive bacterial disease of citrus and has no cure yet. A promising alternative to conventional methods is to use laser-induced breakdown spectroscopy (LIBS), a multi-elemental analytical technique, to identify the nutritional changes provoked by the disease to the citrus leaves and associate the mineral composition profile with its health status. The leaves were collected from adult citrus trees and identified by visual inspection as healthy, HLB-symptomatic, and HLB-asymptomatic. Laser-induced breakdown spectroscopy measurements were done in fresh leaves without sample preparation. Nutritional variations were evaluated using statistical tools, such as Student's t-test and analysis of variance applied to LIBS spectra, and the largest were found for Ca, Mg, and K. Considering the nutritional profile changes, a classifier induced by classification via regression combined with partial least squares regression was built resulting in an accuracy of 73% for distinguishing the three categories of leaves.

Soil; Plant; Fertilizer; DP LIBS analysis; Orthogonal geometry; Ablative energy;SIGNAL ENHANCEMENT; PLANT MATERIALS; PLASMA; LIBS; FERTILIZERS; ABLATION; SOILS; QUANTIFICATION; CONTAMINANTS; DEPENDENCE

A soil, a plant and a fertilizer sample were investigated by double-pulse (DP) laser-induced breakdown spectroscopy (LIBS) in orthogonal beam geometry using a reheating configuration. The DP-LIBS signal enhancement was evaluated with respect to the corresponding single-pulse (SP) LIBS as a function of the interpulse delay at various ablation energies. The maximum signal enhancement measured was 155-fold when low ablation energy (4 mJ) and an interpulse delay of 10 mu s were used. At high laser energies (>= 16 mJ) and interpulse delay of 0.6 mu s, the maximum signal enhancement was up to 3-fold. The effect of excitation energies and interpulse delays on emission line intensities was discussed in the various conditions used. The emission line enhancement measured for ionic lines was always higher than that of atomic lines. Plasma excitation temperature and electron density measured as a function of interpulse delays at various ablation energies were shown to be related to the emission line intensities. (C) 2017 Elsevier B.V. All rights reserved.