Revealing discriminating power of the elements in edible sea salts: Line-intensity correlation analysis from laser-induced plasma emission spectra
- 1. Department of Chemistry, Mokpo National University, Jeonnam 534-729 (Korea, Republic of)
- 2. Department of Food Engineering, Mokpo National University, Jeonnam 534-729 (Korea, Republic of)
- 3. Division of Maritime Transportation System, Mokpo National Maritime University, Jeonnam 530-729 (Korea, Republic of)
- 4. Applied Spectra, Inc., 46665 Fremont Boulevard, Fremont, CA 94538 (United States)
- 5. School of Mechatronics, Gwangju Institute of Science and Technology, Gwangju 500-712 (Korea, Republic of)
Description
We have investigated the discriminating power of the elements in edible sea salts using Laser-Induced Breakdown Spectroscopy (LIBS). For the ten different sea salts from South Korea, China, Japan, France, Mexico and New Zealand, LIBS spectra were recorded in the spectral range between 190 and 1040 nm, identifying the presence of Na, Cl, K, Ca, Mg, Li, Sr, Al, Si, Ti, Fe, C, O, N, and H. Intensity correlation analysis of the observed emission lines provided a valuable insight into the discriminating power of the different elements in the sea salts. The correlation analysis suggests that the elements with independent discrimination power can be categorized into three groups; those that represent dissolved ions in seawater (K, Li, and Mg), those that are associated with calcified particles (Ca and Sr), and those that are present in soils contained in the sea salts (Al, Si, Ti, and Fe). Classification models using a few emission lines selected based on the results from intensity correlation analysis and full broadband LIBS spectra were developed based on Principal Component Analysis (PCA) and Partial Least Squares-Discriminant Analysis (PLS-DA) and their performances were compared. Our results indicate that effective combination of a few emission lines can provide a dependable model for discriminating the edible sea salts and the performance is not much degraded from that based on the full broadband spectra. This can be rationalized by the intensity correlation results. - Highlights: • Broadband LIBS spectra of various edible sea salts were obtained. • Intensity correlation of emission lines of the elements in edible sea salts was analyzed. • The elements were categorized into three groups with independent discriminating power. • The effective combination of a few lines can provide dependable classification models
Availability note (English)
Available from http://dx.doi.org/10.1016/j.sab.2014.07.012Additional details
Identifiers
- DOI
- 10.1016/j.sab.2014.07.012;
- PII
- S0584-8547(14)00152-9;
Publishing Information
- Journal Title
- Spectrochimica Acta. Part B, Atomic Spectroscopy
- Journal Volume
- 101
- Journal Page Range
- p. 57-67
- ISSN
- 0584-8547
- CODEN
- SAASBH
INIS
- Country of Publication
- Netherlands
- Country of Input or Organization
- International Atomic Energy Agency (IAEA)
- INIS RN
- 47009055
- Subject category
- S37: INORGANIC, ORGANIC, PHYSICAL AND ANALYTICAL CHEMISTRY;
- Descriptors DEI
- BREAKDOWN; CALCIUM; CHINA; COMPARATIVE EVALUATIONS; CORRELATIONS; EMISSION; EMISSION SPECTRA; FRANCE; IRON; JAPAN; LASER SPECTROSCOPY; LASERS; LEAST SQUARE FIT; MULTI-ELEMENT ANALYSIS; NEW ZEALAND; QUANTITATIVE CHEMICAL ANALYSIS; SALTS; SEAWATER; SODIUM; SOILS
- Descriptors DEC
- ALKALI METALS; ALKALINE EARTH METALS; ASIA; AUSTRALASIA; CHEMICAL ANALYSIS; DEVELOPED COUNTRIES; ELEMENTS; EUROPE; EVALUATION; HYDROGEN COMPOUNDS; ISLANDS; MATHEMATICAL SOLUTIONS; MAXIMUM-LIKELIHOOD FIT; METALS; NUMERICAL SOLUTION; OXYGEN COMPOUNDS; SPECTRA; SPECTROSCOPY; TRANSITION ELEMENTS; WATER; WESTERN EUROPE
Optional Information
- Copyright
- Copyright (c) 2014 Elsevier Science B.V., Amsterdam, The Netherlands, All rights reserved.