Effect of laser wavelength on soil carbon measurements using laser-induced breakdown spectroscopy

被引:6
作者
Mohajan, Shubho [1 ]
Huang, Yingchao [2 ]
Beier, Nicholas F. [1 ]
Dyck, Miles [3 ]
Hegmann, Frank [4 ]
Bais, Abdul [2 ]
Hussein, Amina [1 ]
机构
[1] Univ Alberta, Dept Elect & Comp Engn, Edmonton, AB T6G 2R3, Canada
[2] Univ Regina, Elect Syst Engn, Regina, SK S4S 0A2, Canada
[3] Univ Alberta, Dept Renewable Resources, Edmonton, AB T6G 2E3, Canada
[4] Univ Alberta, Dept Phys, Edmonton, AB T6G 2E1, Canada
基金
加拿大自然科学与工程研究理事会;
关键词
PARTIAL LEAST-SQUARES; DIFFUSE-REFLECTANCE SPECTROSCOPY; QUANTITATIVE-ANALYSIS; OPTICAL-EMISSION; PLASMA; ABLATION; LIBS; QUANTIFICATION; FUTURE; MODEL;
D O I
10.1364/OE.501741
中图分类号
O43 [光学];
学科分类号
070207 ; 0803 ;
摘要
We investigate the effect of laser wavelength on laser-induced breakdown spectroscopy (LIBS) on the measurement of carbon in agricultural soils. Two laser wavelengths, 1064 nm and 532 nm, were used to determine soil carbon concentration. No chemical pretreatment, grinding, or pelletization was performed on soil samples to simulate in-field conditions. A multivariate calibration model with outlier filtering and optimized parameters in partial least squared regression (PLSR) was established and validated. The calibration model estimated carbon content in soils with an average prediction error of 4.7% at a laser wavelength of 1064 nm and 2.7% at 532 nm. The limit of detection (LOD) range for 532 nm was 0.34-0.5 w/w%, approximately half of the LOD range for 1064 nm laser wavelength. The improvement in prediction error and LOD of LIBS measurements is attributed to the increase in plasma density achieved at 532 nm.
引用
收藏
页码:32335 / 32349
页数:15
相关论文
共 72 条
[41]  
Kramida A., 2015, NIST Atomic Spectra Database (ver. 5.9), V3, DOI DOI 10.18434/T4W30F
[42]   Farming carbon [J].
Lal, R. .
SOIL & TILLAGE RESEARCH, 2007, 96 (1-2) :1-5
[43]   Soil management for carbon sequestration [J].
Lal, Rattan .
SOUTH AFRICAN JOURNAL OF PLANT AND SOIL, 2021, 38 (03) :231-237
[44]   Robust methods for multivariate analysis - A tutorial review [J].
Liang, YZ ;
Kvalheim, OM .
CHEMOMETRICS AND INTELLIGENT LABORATORY SYSTEMS, 1996, 32 (01) :1-10
[45]   The Enhanced Effect of Optical Emission from Laser Induced Breakdown Spectroscopy of an Al-Li Alloy in the Presence of Magnetic Field Confinement [J].
Liu Ping ;
Hai Ran ;
Wu Ding ;
Xiao Qingmei ;
Sun Liying ;
Ding Hongbin .
PLASMA SCIENCE & TECHNOLOGY, 2015, 17 (08) :687-692
[46]  
Liu WD, 2002, REMOTE SENS ENVIRON, V81, P238, DOI 10.1016/S0034-4257(01)00347-9
[47]   Novel Multivariate Analysis for Soil Carbon Measurements Using Laser-Induced Breakdown Spectroscopy [J].
Martin, Madhavi Z. ;
Labbe, Nicole ;
Andre, Nicolas ;
Wullschleger, Stan D. ;
Harris, Ronny D. ;
Ebinger, Michael H. .
SOIL SCIENCE SOCIETY OF AMERICA JOURNAL, 2010, 74 (01) :87-93
[48]   Laser-induced breakdown spectroscopy for the environmental determination of total carbon and nitrogen in soils [J].
Martin, MZ ;
Wullschleger, SD ;
Garten, CT ;
Palumbo, AV .
APPLIED OPTICS, 2003, 42 (12) :2072-2077
[49]   Mid-infrared and near-infrared diffuse reflectance spectroscopy for soil carbon measurement [J].
McCarty, GW ;
Reeves, JB ;
Reeves, VB ;
Follett, RF ;
Kimble, JM .
SOIL SCIENCE SOCIETY OF AMERICA JOURNAL, 2002, 66 (02) :640-646
[50]  
McNaught A., 2014, Compendium of Chemical Terminology, V2nd