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Inobeme A, Nayak V, Mathew TJ, Okonkwo S, Ekwoba L, Ajai AI, Bernard E, Inobeme J, Mariam Agbugui M, Singh KR. Chemometric approach in environmental pollution analysis: A critical review. JOURNAL OF ENVIRONMENTAL MANAGEMENT 2022; 309:114653. [PMID: 35176568 DOI: 10.1016/j.jenvman.2022.114653] [Citation(s) in RCA: 10] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/14/2021] [Revised: 01/18/2022] [Accepted: 01/31/2022] [Indexed: 06/14/2023]
Abstract
With the ever-increasing global population and industrialization, it has become a call of the hour to start taking care of the environment to balance the ecosystem. For this, effective monitoring and assessment are required, which involves collecting and measuring environmental details, temporal and spatial readings of environmental data, and parameters. However, assessment of the environment is very tedious as it includes monitoring target analytes, identifying their sources, and reporting, which invariably implies that detailed environmental monitoring would be an intricate and expensive process. The traditional protocols in environmental measures are often manual and time demanding, which makes it further difficult. Moreover, several changes also occur within the environment, which could be chemical, physical, or biological, and since these environmental impacts are often cumulative, it becomes difficult to measure an isolated system. Furthermore, the chances of skipping significant results and trends become high. Also, experimental data obtained from the environmental analysis are usually non-linear and multi-variant due to different associations among various contributing variables. Therefore, it is implied that accurate measurements and environment monitoring are not using traditional analytical protocols. Thus, the need for a chemometric approach in environmental pollution analysis becomes paramount due to the inherent limitations associated with the conventional approach of analyzing environmental datasets. Chemometrics has appeared as a potential technique, which enhances the particulars of the chemical datasets by using statistical and mathematical analysis methods to analyze chemical data beyond univariate analysis. Utilizing chemometrics to study the environmental data is a revolutionary idea as it helps identify the relationship between sources of contaminations, environmental drivers, and their impact on the environment. Hence, this review critically explores the concept of chemometrics and its application in environmental pollution analysis by briefly highlighting the idea of chemometrics, its types, applications, advantages, and limitations in the environmental domain. An attempt is also made to present future trends in applications of chemometrics in environmental pollution analysis.
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Affiliation(s)
- Abel Inobeme
- Department of Chemistry, Edo University Iyamho, Edo State, Nigeria.
| | - Vanya Nayak
- Department of Chemistry, Institute of Science, Banaras Hindu University, Varanasi, Uttar Pradesh, 221005, India
| | - Tsado John Mathew
- Department of Chemistry, Ibrahim Badamosi Babangida University Lapai, Nigeria
| | - Stanley Okonkwo
- Department of Chemistry, Osaka Kyoiku University, Osaka, Japan
| | - Lucky Ekwoba
- Department of Pure and Industrial Chemistry, Kogi State University, Anyigba, Nigeria
| | | | - Esther Bernard
- Department of Chemical Engineering, Federal University of Technology Minna, Nigeria
| | | | - M Mariam Agbugui
- Department of Biological Science, Edo University Iyamho, Nigeria
| | - Kshitij Rb Singh
- Department of Chemistry, Institute of Science, Banaras Hindu University, Varanasi, Uttar Pradesh, 221005, India.
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Noureddine El Moussawi S, Camel V, Cladière M, Lebbos N, Chébib H, Ouaini R. Parameters influencing the migration of trace metals in uncoated fruit cans. J FOOD PROCESS PRES 2020. [DOI: 10.1111/jfpp.14653] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Affiliation(s)
- Sara Noureddine El Moussawi
- Université Paris‐Saclay, INRAE, AgroParisTech, UMR SayFood Massy France
- ER004 Lebanese Food Packaging Faculty of Sciences II Lebanese University Fanar Lebanon
| | - Valérie Camel
- Université Paris‐Saclay, INRAE, AgroParisTech, UMR SayFood Massy France
| | - Mathieu Cladière
- Université Paris‐Saclay, INRAE, AgroParisTech, UMR SayFood Massy France
| | - Nada Lebbos
- Lebanese Agricultural Research Institute Fanar Lebanon
| | - Hanna Chébib
- ER004 Lebanese Food Packaging Faculty of Sciences II Lebanese University Fanar Lebanon
| | - Rosette Ouaini
- ER004 Lebanese Food Packaging Faculty of Sciences II Lebanese University Fanar Lebanon
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Ji S, Zhang J, Peng Y, Sun Y, Peng C, Hou R, Cai H. Migration kinetics of fluorescent whitening agents from polyethylene food packaging to food simulants. Eur Food Res Technol 2020. [DOI: 10.1007/s00217-020-03509-9] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
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Noureddine El Moussawi S, Ouaini R, Matta J, Chébib H, Cladière M, Camel V. Simultaneous migration of bisphenol compounds and trace metals in canned vegetable food. Food Chem 2019; 288:228-238. [DOI: 10.1016/j.foodchem.2019.02.116] [Citation(s) in RCA: 28] [Impact Index Per Article: 5.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/19/2018] [Revised: 02/22/2019] [Accepted: 02/24/2019] [Indexed: 10/27/2022]
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Lerner N, Sedgi I, Chernia Z, Zeiri O. Rapid direct determination of tin in beverages using energy dispersive X-ray fluorescence. Talanta 2019; 199:662-666. [PMID: 30952312 DOI: 10.1016/j.talanta.2019.03.024] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/01/2019] [Revised: 02/28/2019] [Accepted: 03/03/2019] [Indexed: 11/29/2022]
Abstract
This article presents a new method for the simpler and faster determination of tin in beverages using EDXRF. Absorption coefficients for aqueous calibration samples were calculated and shown to be nearly identical to those of the beverage samples, thus permitting the use of aqueous standard solutions for external calibration. Beverage samples could then be measured directly using the external calibration. Determination of tin using this method takes 4 min. The LOD and LOQ were 4 mg L-1 and 15 mg L-1 respectively, and the precision was 3.89%. Different canned beverages (cold coffee, various fruit juices) were measured and the results compared to the concentrations obtained using ICP-OES after digestion. The two methods showed good compatibility, thus establishing the newly developed method as a rapid, simple, and accurate method for the determination of tin in beverages.
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Affiliation(s)
- Nadav Lerner
- Department of Chemistry, Israel Atomic Energy Commission, Tel Aviv, Israel
| | - Itzhak Sedgi
- Department of Analytical Chemistry, Nuclear Research Center Negev, P.O. Box 9001, Beer Sheva, Israel
| | - Zelig Chernia
- Department of Analytical Chemistry, Nuclear Research Center Negev, P.O. Box 9001, Beer Sheva, Israel
| | - Offer Zeiri
- Department of Analytical Chemistry, Nuclear Research Center Negev, P.O. Box 9001, Beer Sheva, Israel.
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Li M, Fan Y, Liu Z, Xie Y, Guo Y, Cheng Y, Qian H, Yao W. Tracing the melamine migration from three-piece tin cans into food simulants during coating process. Lebensm Wiss Technol 2019. [DOI: 10.1016/j.lwt.2018.11.042] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/27/2022]
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Chemometric Assessment and Best-Fit Function Modelling of the Toxic Potential of Selected Food Packaging Extracts. Molecules 2018; 23:molecules23113028. [PMID: 30463317 PMCID: PMC6278273 DOI: 10.3390/molecules23113028] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/15/2018] [Revised: 11/12/2018] [Accepted: 11/17/2018] [Indexed: 11/16/2022] Open
Abstract
Food packaging materials constitute an ever more threatening environmental pollutant. This study examined options to specifically assess the ecotoxicity of packaged wastes, such as cans, subjected to various experimental treatments (in terms of extraction media, time of exposure, and temperature) that imitate several basic conditions of the process of food production. The extracts were studied for their ecotoxicity with bioluminescent Vibrio fischeri bacteria. The first objective of this study was to find patterns of similarity between different experimental conditions; we used multivariate statistical methods, such as hierarchical cluster analysis, to interpret the impact of experimental conditions on the ecotoxicity signals of the package extracts. Our second objective was to apply best-fit function modelling for additional data interpretation, taking into account, that ecotoxicity for various temperature conditions is time- and temperature dependent. We mathematically confirmed that chemometric data treatment allows for better understanding how different experimental conditions imitating the real use of food packaging. We also demonstrate that the level of ecotoxicity depends on different extraction media, time of exposure, and temperature regime.
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Szczepańska N, Kudłak B, Namieśnik J. Recent advances in assessing xenobiotics migrating from packaging material – A review. Anal Chim Acta 2018; 1023:1-21. [DOI: 10.1016/j.aca.2018.03.045] [Citation(s) in RCA: 23] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/09/2017] [Revised: 03/17/2018] [Accepted: 03/21/2018] [Indexed: 12/30/2022]
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Han B, Ding L, Su R, Chen L, Wang L, Qi W, He Z. Migration of photoinitiators from paper to fatty food simulants: experimental studies and model application. Food Addit Contam Part A Chem Anal Control Expo Risk Assess 2016; 33:876-84. [DOI: 10.1080/19440049.2016.1166524] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/22/2022]
Affiliation(s)
- Bo Han
- State Key Laboratory of Chemical Engineering, School of Chemical Engineering and Technology, Tianjin University, Tianjin, China
| | - Li Ding
- Research Center of Hunan Entry–Exit Inspection and Quarantine Bureau, Changsha, China
| | - Rongxin Su
- State Key Laboratory of Chemical Engineering, School of Chemical Engineering and Technology, Tianjin University, Tianjin, China
- Collaborative Innovation Center of Chemical Science and Engineering, Tianjin, China
- Tianjin Key Laboratory of Membrane Science and Desalination Technology, Tianjin University, Tianjin, China
| | - Lei Chen
- School of Pharmaceutical Science and Technology, Tianjin University, Tianjin, China
| | - Libing Wang
- Research Center of Hunan Entry–Exit Inspection and Quarantine Bureau, Changsha, China
| | - Wei Qi
- State Key Laboratory of Chemical Engineering, School of Chemical Engineering and Technology, Tianjin University, Tianjin, China
- Collaborative Innovation Center of Chemical Science and Engineering, Tianjin, China
- Tianjin Key Laboratory of Membrane Science and Desalination Technology, Tianjin University, Tianjin, China
| | - Zhimin He
- State Key Laboratory of Chemical Engineering, School of Chemical Engineering and Technology, Tianjin University, Tianjin, China
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Leśniewicz A, Grzesiak M, Żyrnicki W, Borkowska-Burnecka J. Mineral Composition and Nutritive Value of Isotonic and Energy Drinks. Biol Trace Elem Res 2016; 170:485-95. [PMID: 26286964 DOI: 10.1007/s12011-015-0471-8] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/22/2015] [Accepted: 08/07/2015] [Indexed: 11/27/2022]
Abstract
Several very popular brands of isotonic and energy drinks consumed for fluid and electrolyte supplementation and stimulation of mental or physical alertness were chosen for investigation. Liquid beverages available in polyethylene bottles and aluminum cans as well as products in the form of tablets and powder in sachets were studied. The total concentrations of 21 elements (Ag, Al, B, Ba, Ca, Cd, Co, Cr, Cu, Fe, Mg, Mn, Mo, Na, Ni, P, Pb, Sr, Ti, V, and Zn), both essential and toxic, were simultaneously determined in preconcentrated drink samples by inductively coupled plasma-optical emission spectrometry (ICP-OES) equipped with pneumatic and ultrasonic nebulizers. Differences between the mineral compositions of isotonic and energy drinks were evaluated and discussed. The highest content of Na was found in both isotonic and energy drinks, whereas quite high concentrations of Mg were found in isotonic drinks, and the highest amount of calcium was quantified in energy drinks. The concentrations of B, Co, Cu, Ni, and P were higher in isotonic drinks, but energy drinks contained greater quantities of Ag, Cr, Zn, Mn, and Mo and toxic elements, as Cd and Pb. A comparison of element contents with micronutrient intake and tolerable levels was performed to evaluate contribution of the investigated beverages to the daily diet. The consumption of 250 cm(3) of an isotonic drink provides from 0.32% (for Mn) up to 14.8% (for Na) of the recommended daily intake. For the energy drinks, the maximum recommended daily intake fulfillment ranged from 0.02% (for V) to 19.4 or 19.8% (for Mg and Na).
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Affiliation(s)
- Anna Leśniewicz
- Analytical Chemistry Division, Chemistry Department, Wrocław University of Technology, Wybrzeże Wyspiańskiego 27, 50-370, Wrocław, Poland.
| | - Magdalena Grzesiak
- Analytical Chemistry Division, Chemistry Department, Wrocław University of Technology, Wybrzeże Wyspiańskiego 27, 50-370, Wrocław, Poland
| | - Wiesław Żyrnicki
- Analytical Chemistry Division, Chemistry Department, Wrocław University of Technology, Wybrzeże Wyspiańskiego 27, 50-370, Wrocław, Poland
| | - Jolanta Borkowska-Burnecka
- Analytical Chemistry Division, Chemistry Department, Wrocław University of Technology, Wybrzeże Wyspiańskiego 27, 50-370, Wrocław, Poland
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Anhydride functionalised calcium ferrite nanoparticles: A new selective magnetic material for enrichment of lead ions from water and food samples. Food Chem 2015; 170:131-7. [DOI: 10.1016/j.foodchem.2014.08.046] [Citation(s) in RCA: 78] [Impact Index Per Article: 8.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/09/2014] [Revised: 07/09/2014] [Accepted: 08/11/2014] [Indexed: 11/23/2022]
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