1
|
Zhang S, Yuan Y, Wang Z, Li J. The application of laser‑induced fluorescence in oil spill detection. ENVIRONMENTAL SCIENCE AND POLLUTION RESEARCH INTERNATIONAL 2024; 31:23462-23481. [PMID: 38466385 DOI: 10.1007/s11356-024-32807-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/13/2023] [Accepted: 03/03/2024] [Indexed: 03/13/2024]
Abstract
Over the past two decades, oil spills have been one of the most serious ecological disasters, causing massive damage to the aquatic and terrestrial ecosystems as well as the socio-economy. In view of this situation, several methods have been developed and utilized to analyze oil samples. Among these methods, laser-induced fluorescence (LIF) technology has been widely used in oil spill detection due to its classification method, which is based on the fluorescence characteristics of chemical material in oil. This review systematically summarized the LIF technology from the perspective of excitation wavelength selection and the application of traditional and novel machine learning algorithms to fluorescence spectrum processing, both of which are critical for qualitative and quantitative analysis of oil spills. It can be seen that an appropriate excitation wavelength is indispensable for spectral discrimination due to different kinds of polycyclic aromatic hydrocarbons' (PAHs) compounds in petroleum products. By summarizing some articles related to LIF technology, we discuss the influence of the excitation wavelength on the accuracy of the oil spill detection model and proposed several suggestions on the selection of excitation wavelength. In addition, we introduced some traditional and novel machine learning (ML) algorithms and discussed the strengths and weaknesses of these algorithms and their applicable scenarios. With an appropriate excitation wavelength and data processing algorithm, it is believed that laser-induced fluorescence technology will become an efficient technique for real-time detection and analysis of oil spills.
Collapse
Affiliation(s)
- Shubo Zhang
- Department of Optical Science and Engineering, Fudan University, Shanghai, 200433, China
| | - Yafei Yuan
- Department of Sports Media and Information Technology, Shandong Sport University, Jinan, 250102, Shandong, China.
| | - Zhanhu Wang
- Shanghai Institute of Technical Physics, Chinese Academy of Sciences, Shanghai, 200083, China
| | - Jing Li
- Department of Optical Science and Engineering, Fudan University, Shanghai, 200433, China
| |
Collapse
|
2
|
Alfadil AA, Elbashir AA, Omar MMA, Suliman FO. Investigating the Interaction of Anthracene and Phenanthrene with Cucurbit[
n
]urils (n=6‐8): Experimental and Molecular Dynamics Studies. ChemistrySelect 2022. [DOI: 10.1002/slct.202203043] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/03/2022]
Affiliation(s)
- Amira A. Alfadil
- Department of Chemistry College of Science Sultan Qaboos University, Box 36 Al-Khoud 123 Oman
- University of Khartoum Faculty of Science Department of Chemistry Khartoum 11114 Sudan
| | - Abdalla A. Elbashir
- University of Khartoum Faculty of Science Department of Chemistry Khartoum 11114 Sudan
- Department of Chemistry College of Science King Faisal University Al-Hofuf Al-Ahsa 31982 Saudi Arabia
| | - Mei Musa Ali Omar
- Department of Chemistry Central Laboratory Ministry of Higher Education & Scientific Research P. O. Box Office 7099 Khartoum Sudan
| | - FakhrEldin O. Suliman
- Department of Chemistry College of Science Sultan Qaboos University, Box 36 Al-Khoud 123 Oman
| |
Collapse
|
3
|
Yang J, Zhang X, Wang X, Wang H, Zhao J, Zhou Z, Du X, Lu X. In situ anchor of multi-walled carbon nanotubes into Iron-based metal-organic frameworks for enhanced adsorption of polycyclic aromatic hydrocarbons by magnetic solid-phase extraction. J Chromatogr A 2022; 1681:463459. [DOI: 10.1016/j.chroma.2022.463459] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/14/2022] [Revised: 08/02/2022] [Accepted: 08/29/2022] [Indexed: 11/29/2022]
|
4
|
Zhang X, Jin Y, Wang Y, Liang P, Zou M, Li S, Liu J, Qi X, Zhang X, Shang Z, Chen Y, Chen Q. Measurement of trace bisphenol A in drinking water with combination of immunochromatographic detection technology and SERS method. SPECTROCHIMICA ACTA. PART A, MOLECULAR AND BIOMOLECULAR SPECTROSCOPY 2022; 267:120519. [PMID: 34801391 DOI: 10.1016/j.saa.2021.120519] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/28/2021] [Revised: 10/13/2021] [Accepted: 10/15/2021] [Indexed: 06/13/2023]
Abstract
Sensitive and selective detection of target analyte is very important in many fields such as commodity inspection and quality monitoring. In this work, based on the principle of competitive immunoassay, surface-enhanced Raman spectroscopy (SERS) was used to establish a rapid and highly sensitive method for the detection of trace amounts of bisphenol A in water. Here, Raman molecule 5,5-dithiobis-2-nitrobenzoic acid and anti-BPA antibody were conjugated with Au (core)@Ag (shell) nanoparticle to serve as SERS nanoprobe. After the SERS nanoprobe is combined with the substance to be tested, it uses the siphon effect to pass through the test line and the charging line on the test strip. And the Raman test was performed on the T line with a Raman spectrometer. The detection limitation was 0.1 pg/mL. Compared with the reported gas chromatography, liquid chromatography, fluorescence analysis, and other detection methods, SERS ICA does not demand complicated sample preparation procedures, and has the advantages of simple detection methods, quick results, High sensitivity, good specificity, and low technical demands for laboratory environment and testers. In addition, Raman spectrometers have gradually developed to be portable, making it easier to meet the needs of on-site rapid and highly sensitive detection, and will show broad prospects for applications in the fields of biomedical diagnosis and food safety monitoring.
Collapse
Affiliation(s)
- Xiubin Zhang
- College of Optical and Electronic Technology, China Jiliang University, 310018 Hangzhou, China
| | - Yong Jin
- Chinese Academy of Inspection and Quarantine (CAIQ), No. A 3, Gaobeidian Road, Chaoyang District, Beijing 100123, China
| | - Yufeng Wang
- MOE Joint International Research Laboratory of Animal Health and Food Safety, College of Veterinary Medicine, Nanjing Agricultural University, Nanjing 210095, China
| | - Pei Liang
- College of Optical and Electronic Technology, China Jiliang University, 310018 Hangzhou, China.
| | - Minqiang Zou
- Chinese Academy of Inspection and Quarantine (CAIQ), No. A 3, Gaobeidian Road, Chaoyang District, Beijing 100123, China.
| | - Suyang Li
- College of Optical and Electronic Technology, China Jiliang University, 310018 Hangzhou, China
| | - Jian Liu
- Chinese Academy of Inspection and Quarantine (CAIQ), No. A 3, Gaobeidian Road, Chaoyang District, Beijing 100123, China
| | - Xiaohua Qi
- Chinese Academy of Inspection and Quarantine (CAIQ), No. A 3, Gaobeidian Road, Chaoyang District, Beijing 100123, China
| | - Xiaohua Zhang
- China Inspection Laboratory Technologies Co. Ltd (CILT), Beijing 100123, China
| | - Ziyang Shang
- College of Optical and Electronic Technology, China Jiliang University, 310018 Hangzhou, China
| | - Yan Chen
- Chinese Academy of Inspection and Quarantine (CAIQ), No. A 3, Gaobeidian Road, Chaoyang District, Beijing 100123, China
| | - Qiang Chen
- College of Metrology and Measurement Engineering, China Jiliang University, 310018 Hangzhou, China
| |
Collapse
|
5
|
Roychowdhury T, Patel DI, Shah D, Diwan A, Kaykhaii M, Herrington JS, Bell DS, Linford MR. Sputtered silicon solid phase microextraction fibers with a polydimethylsiloxane stationary phase with negligible carry-over and phase bleed. J Chromatogr A 2020; 1623:461065. [DOI: 10.1016/j.chroma.2020.461065] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/18/2019] [Revised: 03/21/2020] [Accepted: 03/23/2020] [Indexed: 02/06/2023]
|
6
|
Zhang Q, Liu P, Li S, Zhang X, Chen M. Progress in the analytical research methods of polycyclic aromatic hydrocarbons (PAHs). J LIQ CHROMATOGR R T 2020. [DOI: 10.1080/10826076.2020.1746668] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/24/2022]
Affiliation(s)
- Qiongyao Zhang
- Department of Hygiene Detection, College of Public Health, Cheeloo College of Medicine, Shandong University, Jinan, P.R. China
| | - Ping Liu
- Department of Hygiene Detection, College of Public Health, Cheeloo College of Medicine, Shandong University, Jinan, P.R. China
| | - Shuling Li
- Department of Hygiene Detection, College of Public Health, Cheeloo College of Medicine, Shandong University, Jinan, P.R. China
| | - Xuejiao Zhang
- Department of Hygiene Detection, College of Public Health, Cheeloo College of Medicine, Shandong University, Jinan, P.R. China
| | - Mengdi Chen
- Department of Hygiene Detection, College of Public Health, Cheeloo College of Medicine, Shandong University, Jinan, P.R. China
| |
Collapse
|
7
|
Hui BY, Zain NNM, Mohamad S, Prabu S, Osman H, Raoov M. A comprehensive molecular insight into host-guest interaction of Phenanthrene with native and ionic liquid modified β-cyclodextrins: Preparation and characterization in aqueous medium and solid state. J Mol Struct 2020. [DOI: 10.1016/j.molstruc.2019.127675] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/15/2022]
|
8
|
Wang S, Liu S, Che X, Wang Z, Zhang J, Kong D. Recognition of polycyclic aromatic hydrocarbons using fluorescence spectrometry combined with bird swarm algorithm optimization support vector machine. SPECTROCHIMICA ACTA. PART A, MOLECULAR AND BIOMOLECULAR SPECTROSCOPY 2020; 224:117404. [PMID: 31374351 DOI: 10.1016/j.saa.2019.117404] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/22/2019] [Revised: 06/12/2019] [Accepted: 07/17/2019] [Indexed: 06/10/2023]
Abstract
Polycyclic aromatic hydrocarbons (PAHs), known as a widespread toxic pollutants in aquatic environments, have caused enormous harm to human society and even the earth's ecology. Therefore, it is necessary to identify PAHs pollutants accurately and efficiently. In this work, the binary mixed solvents Acenaphthylene and Fluorene (ANP-FLU), Acenaphthylene and Naphthalene (ANP-NAP), FLU-NAP representing typical PAHs mixtures in aqueous solution were identified by using three-dimensional fluorescence spectroscopy and machine learning intelligent algorithm. The fluorescence spectroscopy was used to analyze the similarity and difference of ANP, FLU, NAP and the mixtures of two above compounds. What's more, bird swarm algorithm optimization support vector machine (BSA-SVM), introduced as a new method, was proposed to identify PAHs. In order to verify the accuracy of the BSA-SVM algorithm, the BSA-SVM, particle swarm optimization support vector machine (PSO-SVM), genetic optimization support vector machine (GA-SVM) and SVM algorithms were test by processing the same spectral data. The test set classification accuracy of BSA-SVM can reach 100%, which was higher than that of PSO-SVM, GA-SVM and SVM. Moreover, with the exception of the original SVM model, the training speed of BSA-SVM was the fastest among the three optimization algorithms. The satisfying results demonstrated that the BSA-SVM was more suitable for qualitative analysis of PAHs.
Collapse
Affiliation(s)
- Shutao Wang
- Measurement Technology and Instrumentation Key Lab of Hebei Province, Yanshan University, Qinhuangdao, Hebei 066004, China.
| | - Shiyu Liu
- Measurement Technology and Instrumentation Key Lab of Hebei Province, Yanshan University, Qinhuangdao, Hebei 066004, China.
| | - Xiange Che
- Measurement Technology and Instrumentation Key Lab of Hebei Province, Yanshan University, Qinhuangdao, Hebei 066004, China
| | - Zhifang Wang
- Measurement Technology and Instrumentation Key Lab of Hebei Province, Yanshan University, Qinhuangdao, Hebei 066004, China
| | - Jingkun Zhang
- Measurement Technology and Instrumentation Key Lab of Hebei Province, Yanshan University, Qinhuangdao, Hebei 066004, China
| | - Deming Kong
- Measurement Technology and Instrumentation Key Lab of Hebei Province, Yanshan University, Qinhuangdao, Hebei 066004, China
| |
Collapse
|
9
|
Wang SY, Li L, Xiao Y, Wang Y. Recent advances in cyclodextrins-based chiral-recognizing platforms. Trends Analyt Chem 2019. [DOI: 10.1016/j.trac.2019.115691] [Citation(s) in RCA: 30] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/15/2022]
|
10
|
Hou Y, Li Y, Liu Y, Li G, Zhang Z. Effects of polycyclic aromatic hydrocarbons on the UV-induced fluorescence spectra of crude oil films on the sea surface. MARINE POLLUTION BULLETIN 2019; 146:977-984. [PMID: 31426245 DOI: 10.1016/j.marpolbul.2019.07.058] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/07/2019] [Revised: 07/23/2019] [Accepted: 07/23/2019] [Indexed: 06/10/2023]
Abstract
As the main fluorescent substances in oils, polycyclic aromatic hydrocarbons (PAHs) are the basis of ultraviolet (UV)-induced fluorescence spectroscopy methods to detect oil films on the sea surface. The relative contents of PAHs in six crude oil samples and their effects on ultraviolet fluorescence spectra were studied. The PAHs were divided into four categories according to their fluorescence characteristics. Naphthalene series dominated the fluorescence spectra, which led to a main peak at 320-350 nm, but this showed no relationship with PAH content. The six oil samples could not be distinguished by differences in the fluorescence spectra in this range, but could be distinguished by the fluorescence spectra in the 350-380 nm band. The relative contents of dibenzothiophene and phenanthrene series showed significant positive correlations (R2 = 0.96) with fluorescence intensity. Fluorescence spectroscopy combined with GC-MS can be used to distinguish and identify crude oils.
Collapse
Affiliation(s)
- Yongchao Hou
- College of Navigation, Dalian Maritime University, Dalian 116026, China
| | - Ying Li
- College of Navigation, Dalian Maritime University, Dalian 116026, China.
| | - Yu Liu
- College of Environmental Science and Engineering, Dalian Maritime University, Dalian 116026, China
| | - Guannan Li
- College of Navigation, Dalian Maritime University, Dalian 116026, China
| | - Zhenduo Zhang
- College of Navigation, Dalian Maritime University, Dalian 116026, China
| |
Collapse
|
11
|
Zhang M, Huang G, Huang J, Chen W. Three-dimensional multi-walled carbon nanotubes@g-C 3 N 4 @Fe 3 O 4 nanocomposites-based magnetic solid phase extraction for the determination of polycyclic aromatic hydrocarbons in water samples. Microchem J 2018. [DOI: 10.1016/j.microc.2018.04.016] [Citation(s) in RCA: 23] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/20/2022]
|
12
|
Inclusion complexes of pantoprazole with β-cyclodextrin and cucurbit[7]uril: experimental and molecular modeling study. J INCL PHENOM MACRO 2018. [DOI: 10.1007/s10847-018-0814-0] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/22/2023]
|
13
|
DiScenza DJ, Lynch J, Miller J, Verderame M, Levine M. Detection of Organochlorine Pesticides in Contaminated Marine Environments via Cyclodextrin-Promoted Fluorescence Modulation. ACS OMEGA 2017; 2:8591-8599. [PMID: 30023587 PMCID: PMC6044669 DOI: 10.1021/acsomega.7b00991] [Citation(s) in RCA: 16] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 07/13/2017] [Accepted: 11/03/2017] [Indexed: 06/08/2023]
Abstract
The development of practical and robust detection methods for pesticides is an important research objective owing to the known toxicity, carcinogenicity, and environmental persistence of these compounds. Pesticides have been found in bodies of water that are located near areas where pesticides are commonly used and easily spread to beaches, lakes, and rivers; affect the species living in those waterways; and harm humans who come into contact with or eat fish from such water. Reported herein is the rapid, sensitive, and selective detection of four organochlorine pesticides in a variety of water sources across the state of Rhode Island using cyclodextrin-promoted fluorescence detection. This method relies on the ability of cyclodextrin to promote analyte-specific fluorescence modulation of a high quantum yield fluorophore when a pesticide is in close proximity, combined with subsequent array-based statistical analyses of the measurable changes in the emission signals. This system operates with high sensitivity (low micromolar detection limits), selectivity (100% differentiation between structurally similar analytes), and general applicability (for different water samples with varying salinity and pH as well as for different water temperatures).
Collapse
Affiliation(s)
- Dana J. DiScenza
- Department of Chemistry, University
of Rhode Island, 140
Flagg Road, Kingston, Rhode
Island 02881, United
States
| | - Julie Lynch
- Department of Chemistry, University
of Rhode Island, 140
Flagg Road, Kingston, Rhode
Island 02881, United
States
| | - Jasmine Miller
- Department of Chemistry, University
of Rhode Island, 140
Flagg Road, Kingston, Rhode
Island 02881, United
States
| | - Molly Verderame
- Department of Chemistry, University
of Rhode Island, 140
Flagg Road, Kingston, Rhode
Island 02881, United
States
| | - Mindy Levine
- Department of Chemistry, University
of Rhode Island, 140
Flagg Road, Kingston, Rhode
Island 02881, United
States
| |
Collapse
|
14
|
Muñoz J, Crivillers N, Mas-Torrent M. Carbon-Rich Monolayers on ITO as Highly Sensitive Platforms for Detecting Polycyclic Aromatic Hydrocarbons in Water: The Case of Pyrene. Chemistry 2017; 23:15289-15293. [DOI: 10.1002/chem.201703264] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/14/2017] [Indexed: 12/13/2022]
Affiliation(s)
- Jose Muñoz
- Institut de Ciència de Materials de Barcelona (ICMAB-CSIC); and CIBER-BBN; Campus de la UAB 08193 Bellaterra (Cerdanyola del Vallès) Spain
| | - Núria Crivillers
- Institut de Ciència de Materials de Barcelona (ICMAB-CSIC); and CIBER-BBN; Campus de la UAB 08193 Bellaterra (Cerdanyola del Vallès) Spain
| | - Marta Mas-Torrent
- Institut de Ciència de Materials de Barcelona (ICMAB-CSIC); and CIBER-BBN; Campus de la UAB 08193 Bellaterra (Cerdanyola del Vallès) Spain
| |
Collapse
|
15
|
Cavalli P, Ronda E. Myoinositol: The Bridge (PONTI) to Reach a Healthy Pregnancy. Int J Endocrinol 2017; 2017:5846286. [PMID: 28243254 PMCID: PMC5274721 DOI: 10.1155/2017/5846286] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/30/2016] [Accepted: 11/20/2016] [Indexed: 01/12/2023] Open
Abstract
The use of folic acid in the periconceptional period can prevent about 70% of neural tube defects (NTDs). In the remaining cases, no medical prevention is available, and those conditions should be defined as folate-resistant NTDs. Rodent models suggest that some folate-resistant NTDs can be prevented by inositol (myoinositol and chiroinositol) supplementation prior to pregnancy. Should folic acid be combined with myoinositol periconceptional supplementation to reduce the overall risk of NTDs even in humans? Hereafter, we discuss the results from the PONTI study that strongly support both the effectiveness and safety of myoinositol periconceptional supplementation in preventing human NTDs. We further report on the largest case series of pregnancies treated with myoinositol and folic acid. At our institution, a sequential study during 12 years involved mothers at risk of fetal NTDs, and 29 babies from 27 pregnancies were born after periconceptional combined myoinositol and folic acid supplementation. No case of NTDs was observed, despite the high recurrence risk in the mothers. Taken together, those data suggest that periconceptional folic acid plus myoinositol can reduce both the occurrence and recurrence risks of NTDs in a greater number of cases than folic acid alone.
Collapse
Affiliation(s)
- Pietro Cavalli
- Clinical Genetics, ASST Cremona, Via Concordia 1, 26100 Cremona, Italy
- *Pietro Cavalli:
| | - Elena Ronda
- Clinical Genetics, ASST Cremona, Via Concordia 1, 26100 Cremona, Italy
| |
Collapse
|