Abstract
Laser-induced breakdown spectroscopy (LIBS) has been considered a promising tool for agricultural analysis in the recent years due to its advantages over traditional techniques, such as fewer sample preparations and faster measurements. An adequate choice of equipment and optimization of parameters for measurements in soils becomes an important issue aiming at a better performance of the technique. The performance of two LIBS systems, using a monomode laser at 532 nm and a multimode laser at 1064 nm, were evaluated for soil analysis. The craters formed in the sample by action of the laser pulses studied by Scanning electron microscopy (SEM) aimed to analyze the efficiency of the lasers in the ablation process. The plasma temperature and electronic density, evaluated using the Saha-Boltzmann method, were similar for both lasers. The lower boundary of the Local thermodynamic equilibrium (LTE) condition was verified for both lasers. The signal-to-noise ratio (SNR) was analyzed for many emission lines of important elements of the soil, such as C, Fe, Mg, and K. Partial least square (PLS) analysis was used to verify the performance of both lasers for the quantitative analysis. From the PLS analysis, a better performance for the elemental quantification as found to 1064 nm laser and compared to 532 nm laser, i. e, higher coefficient R, a small Root Mean Square Error of Calibration (RMSEC) for C, K and Mg, and small Root Mean Square Error of Prediction (RMSEP) for K and Mg. In conclusion, the results suggesting the use of a multimode Laser at 1064 nm hence are more accessible, and less expensive, than a monomode Laser at 532 nm.
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King A (2017) Nature 544:S21–23
Peng J, Liu F, Zhou F, Song K, Zhang C, Ye L, He Y (2016) Trends Anal Chem 85:260–272
Nicolodelli G (2019) Cabral J, Menegatti CR, Marangoni B, Senesi GS. TrAC, Trends Anal Chem 115:70–82
Senesi GS, Cabral J, Menegatti CR, Marangoni B, Nicolodelli G (2019) TrAC Trends Anal Chem 118:453–469
Ismaël A, Bousquet B, Michel-Le Pierrès K, Travaillé G, Canioni L, Roy S (2011) Appl Spectrosc 65:467–473
Martin MZ, Mayes MA, Heal KR, Brice DJ, Wullschleger SD (2013) Spectrochim Acta B Atomic Spectrosc 87:100–107
Marangoni BS, Silva KSG, Nicolodelli G, Senesi GS, Cabral JS, Villas-Boas PR, Silva CS, Teixeira PC, Nogueira ARA, Benites VM, Milori DMBP (2016) Anal Methods 8:78–82
Russel SH, Russo RE, Hark RR (2013) Spectrochimica Acta B: atomic spectroscopy 87:11–26
Rühlmann M, Büchele D, Ostermann M, Bald I, Schmid T (2018) Spectrochim Acta B Atomic Spectrosc 146:115–121
Nicolodelli G, Senesi GS, Romano RA, Cabral J, Perazzoli ILO, Marangoni BS, Villas-Boas PR, Milori DMBP (2017) Appl Phys B 123:123–127
Meng D, Zhao N, Ma M, Fang L, Gu Y, Jia Y, Liu J, Liu W (2017) Appl Opt 56:5204–5210
Nicolodelli G, Senesi GS, Perazzoli ILO, Marangoni BS, Benites VM, Milori DMBP (2016) Sci Total Environ 565:1116–1123
Nicolodelli G, Marangoni BS, Cabral J, Villas-Boas PR, Senesi GS, dos Santos CH, Romano RA, Segnini A, Lucas Y, Montes CR, Milori DMBP (2014) Appl Opt 53:2170–2176
Ankaran S, Ehsani R, Morgan KT (2015) Appl Spectrosc 69:913–919
Cremers DA, Radziemsky LJ (2013) Handbook of laser-induced breakdown spectroscopy, 2nd edn. Wiley, New York
Noll R (2012) Laser-induced breakdown spectroscopy: fundamentals and applications. Springer, Heidelberg
Miziolek AW, Palleschi V, Schechter I (2008) Laser-induced breakdown spectroscopy. Cambridge University Press, Cambridge
Hahn DW, Omenetto N (2010) Appl Spectrosc 64:335–366
Nicolodelli G, Senesi GS, Romano RA, Perazzoli ILO, Milori DMBP (2015) Spectrochim Acta B Atomic Spectrosc 111:23–29
Benedetti PA, Cristoforetti G, Legnaioli S, Palleschi V, Pardini L, Salvetti A, Tognoni E (2005) Spectrochim Acta Part B 60:1392–1401
Nicolodelli G, Senesi GS, Ranulfi AC, Marangoni BS, Watanabe A, Benites VM, Oliveira PPA, Villas-Boas PR, Milori DMBP (2017) Microchem J 133:272–278
Colao F, Fantoni R, Lazic V, Paolini A (2004) Appl Phys A Mater Sci Process 79:143–152
Mao XL, Ciocan AC, Borisov OV, Russo RE (1998) Appl Surf Sci 127:262–268
Mao XL, Ciocan AC, Russo RE (1998) Appl Spectrosc 52:913–918
Barnett C, Cahoon E, Almirall JR (2008) Spectrochim Acta B Atomic Spectrosc 63:1016–1023
Berman LM, Wolf PJ (1998) Appl Spectrosc 52:438–443
Cabalin LM, Laserna JJ (1998) Spectrochim Acta B Atomic Spectrosc 53:723–730
Elsherbiny N, Nassef OA (2015) Sci Justice 55:254–263
Galbács G (2015) Anal Bioanal Chem 407:7537–7562
ELHaddad J, Canioni L, Bousquet B (2014) Spectrochim Acta B Atomic Spectrosc 101:171–182
Corsi M, Cristoforetti G, Hidalgo M, Iriarte D, Legnaioli S, Palleschi V, Salvetti A, Tognoni E (2005) Appl Spectrosc 59:853–860
Liu HC, Mao XL, Yoo JH, Russo RE (1999) Appl Phys Lett 75:1216
Saha MN (1921) Proceed Royal Soc A 99:135–153
Zhang S, Wang X, He M, Jiang Y, Zhang B, Hang W, Huang B (2014) Spectrochim Acta B 97:13–33
Cristoforetti G, Giacomo A, Dell'Aglio M, Legnaioli S, Tognoni E, Palleschi V, Omenetto N (2009) Spectrochim Acta B Atomic Spectrosc 65:86–95
Segnini A, Xavier AAP, Otaviani-Junior PL, Ferreira EC, Watanabe AM, Sperança MA, Nicolodelli G, Villas-Boas PR, Oliveira PPA, Milori DMBP (2014) Am J Anal Chem 5:722–729
Menegatti CR, Nicolodelli G, Senesi GS, Silva OA, Filho HJI, Villas Boas PR, Marangoni BS, Milori DMBP (2017) Appl Opt 56:3730–3735
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Krüger, A.L., Nicolodelli, G., Villas-Boas, P.R. et al. Quantitative Multi-Element Analysis in Soil Using 532 nm and 1064 nm Lasers in LIBS Technique. Plasma Chem Plasma Process 40, 1417–1427 (2020). https://doi.org/10.1007/s11090-020-10116-9
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DOI: https://doi.org/10.1007/s11090-020-10116-9