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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.
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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
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Tikkisetty K, Filewood T, Yan J, Kwok H, Brunswick P, Cody R, Shang D. Method development for forensic oil identification by direct analysis in real time time-of-flight mass spectrometry. ANALYTICAL METHODS : ADVANCING METHODS AND APPLICATIONS 2023; 15:6040-6047. [PMID: 37916705 DOI: 10.1039/d3ay01282d] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/03/2023]
Abstract
The current well-established chromatography and mass spectrometry based oil spill identification procedures, such as those outlined by the European Committee for Standardization, are highly reliable as methods, highly defensible in the court of law, and widely applicable to the majority of oil spill situations. Nevertheless, the methodology is time consuming and labour intensive, which may not be ideal when dealing with an emergency oil spill situation. In this study, direct analysis in real time time-of-flight mass spectrometry (DART/TOFMS) was used to successfully develop an efficient oil identification method. To confirm the accuracy of this method spilled oil samples were tested from five previous years of blind round robin testing organized by the oil spill identification network of experts (OSINET) under the Bonn Agreement. Heatmap inspection, principal component analysis and finally discriminant analysis of principal components were used to arrive at final predictions regarding the identities of the spilled oil samples. The results were compared with the results of previous gas chromatography flame ionization detection (GC/FID) and gas chromatography triple quadrupole mass spectrometry (GC/MS/MS) analyses of the same oils. While taking only about a tenth of the time, the DART/TOFMS analysis produced results similar to those of classical GC/FID and GC/MS/MS (EI+) procedures. The ability of DART/TOFMS to display this level of validity exemplifies its potential to be a new tool for supplementing classical analyses for oil spill forensics.
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Affiliation(s)
- Krishnaja Tikkisetty
- Pacific and Yukon Laboratory for Environmental Testing, Science and Technology Branch, Pacific Environmental Science Centre, Environment and Climate Change Canada, North Vancouver, British Columbia, Canada.
| | - Taylor Filewood
- Pacific and Yukon Laboratory for Environmental Testing, Science and Technology Branch, Pacific Environmental Science Centre, Environment and Climate Change Canada, North Vancouver, British Columbia, Canada.
| | - Jeffrey Yan
- Pacific and Yukon Laboratory for Environmental Testing, Science and Technology Branch, Pacific Environmental Science Centre, Environment and Climate Change Canada, North Vancouver, British Columbia, Canada.
| | - Honoria Kwok
- Pacific and Yukon Laboratory for Environmental Testing, Science and Technology Branch, Pacific Environmental Science Centre, Environment and Climate Change Canada, North Vancouver, British Columbia, Canada.
| | - Pamela Brunswick
- Pacific and Yukon Laboratory for Environmental Testing, Science and Technology Branch, Pacific Environmental Science Centre, Environment and Climate Change Canada, North Vancouver, British Columbia, Canada.
| | | | - Dayue Shang
- Pacific and Yukon Laboratory for Environmental Testing, Science and Technology Branch, Pacific Environmental Science Centre, Environment and Climate Change Canada, North Vancouver, British Columbia, Canada.
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Long chain fatty acids analysis of intertidal biofilm by direct injection liquid chromatography time of flight mass spectrometry. J Chromatogr A 2023; 1693:463870. [PMID: 36848732 DOI: 10.1016/j.chroma.2023.463870] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/05/2023] [Revised: 02/09/2023] [Accepted: 02/10/2023] [Indexed: 02/15/2023]
Abstract
The critical importance of mono- and polyunsaturated fatty acids (FAs) in a variety of biological functions, including animal nutrition and as an environmental stress monitor, is well recognized. However, while methods exist for monitoring of fatty acids, few are specific either to the profile of a microphytobenthos matrix or practical in application to multiple, diverse intertidal biofilm sample sets. In the current study, a sensitive liquid chromatography (LC) quadrupole time of flight mass spectrometry (QTOF) method was developed for the quantitative analysis of 31 FAs specific to intertidal biofilm, a thin mucilaginous layer of microalgae, bacteria, and other organisms on the surface of coastal mudflats, which provide a rich source of FAs for migratory birds. Preliminary screening of diverse biofilm samples collected from shorebird feeding grounds highlighted eight saturated (SFA), seven monounsaturated (MUFA), and sixteen polyunsaturated FAs (PUFA) that were selected for analysis. Improved method detection limits in the range 0.3-2.6 ngmL-1 were achieved, excepting for stearic acid at 10.6 ngmL-1. These excellent results were obtained without use of complex sample extraction and clean-up procedures undertaken by other published methods. An alkaline matrix of dilute aqueous ammonium hydroxide with methanol was shown to be selective for extraction and stability of the more hydrophilic fatty acid components. The direct injection method showed excellent precision and accuracy both during validation and application to hundreds of real-world intertidal biofilm samples from the Fraser River estuary (British Columbia, Canada) and other areas of the region frequented by shoreline birds.
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Azevedo RNA, Bezerra KMM, Nascimento RF, Nelson RK, Reddy CM, Nascimento AP, Oliveira AHB, Martins LL, Cavalcante RM. Is there a similarity between the 2019 and 2022 oil spills that occurred on the coast of Ceará (Northeast Brazil)? An analysis based on forensic environmental geochemistry. ENVIRONMENTAL POLLUTION (BARKING, ESSEX : 1987) 2022; 314:120283. [PMID: 36180002 DOI: 10.1016/j.envpol.2022.120283] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/20/2022] [Revised: 09/21/2022] [Accepted: 09/22/2022] [Indexed: 06/16/2023]
Abstract
The main objective of this study was to investigate the 2019 and 2022 oil spill events that occurred off the coast of the State of Ceará, Northeastern Brazil. To further assess these mysterious oil spills, we investigated whether the oils stranded on the beaches of Ceará in 2019 and 2022 had the same origin, whether their compositional differences were due to weathering processes, and whether the materials from both were natural or industrially processed. We collected oil samples in October 2019 and January 2022, soon after their appearance on the beaches. We applied a forensic environmental geochemistry approach using both one-dimensional and two-dimensional gas chromatography to assess chemical composition. The collected material had characteristics of crude oil and not refined oils. In addition, the 2022 oil samples collected over 130 km of the east coast of Ceará had a similar chemical profile and were thus considered to originate from the same source. However, these oils had distinct biomarker profiles compared to those of the 2019 oils, including resistant terpanes and triaromatic steranes, thus excluding the hypothesis that the oil that reached the coast of Ceará in January 2022 is related to the tragedy that occurred in 2019. From a geochemical perspective, the oil released in 2019 is more thermally mature than that released in 2022, with both having source rocks with distinct types of organic matter and depositional environments. As the coast of Ceará has vast ecological diversity and Marine Protected Areas, the possibility of occasional oil spills in the area causing severe environmental pollution should be investigated from multiple perspectives, including forensic environmental geochemistry.
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Affiliation(s)
- Rufino N A Azevedo
- Environmental Studies Laboratory (LEA), Federal University of Ceara, Analytical Chemistry and Physical Chemistry Dpto Campus Pici, Av. Mister Hull, s/n - Pici, CEP 60455-760, Fortaleza, CE, Brazil
| | - Kamylla M M Bezerra
- Environmental Studies Laboratory (LEA), Federal University of Ceara, Analytical Chemistry and Physical Chemistry Dpto Campus Pici, Av. Mister Hull, s/n - Pici, CEP 60455-760, Fortaleza, CE, Brazil; National Institute of Science and Technology in Tropical Marine Environments (INCT-AmbTropic, Phase II - Oil Spill), Brazil
| | - Ronaldo F Nascimento
- Laboratory of Traces Analysis (LAT) - Department of Analytical Chemistry and Physical Chemistry, Federal University of Ceara, Rua do Contorno, Humberto Monte S/N Campus do Pici, Bloco 940, Fortaleza, CE 60451-970, Brazil
| | - Robert K Nelson
- Department of Marine Chemistry and Geochemistry, Woods Hole Oceanographic Institution, Woods Hole, MA, 02543, USA
| | - Christopher M Reddy
- Department of Marine Chemistry and Geochemistry, Woods Hole Oceanographic Institution, Woods Hole, MA, 02543, USA
| | - Adriana P Nascimento
- Laboratory for Assessment of Organic Contaminants (LACOr), Institute of Marine Sciences-Federal University of Ceara (LABOMAR-UFC), Av. Abolição, 3207-Meireles, CEP: 60165-081, Fortaleza, CE, Brazil; Tropical Marine Sciences Program/LABOMAR/UFC, Brazil
| | - André H B Oliveira
- Environmental Studies Laboratory (LEA), Federal University of Ceara, Analytical Chemistry and Physical Chemistry Dpto Campus Pici, Av. Mister Hull, s/n - Pici, CEP 60455-760, Fortaleza, CE, Brazil; Laboratory for Assessment of Organic Contaminants (LACOr), Institute of Marine Sciences-Federal University of Ceara (LABOMAR-UFC), Av. Abolição, 3207-Meireles, CEP: 60165-081, Fortaleza, CE, Brazil; Tropical Marine Sciences Program/LABOMAR/UFC, Brazil
| | - Laercio L Martins
- Laboratory for Assessment of Organic Contaminants (LACOr), Institute of Marine Sciences-Federal University of Ceara (LABOMAR-UFC), Av. Abolição, 3207-Meireles, CEP: 60165-081, Fortaleza, CE, Brazil; Tropical Marine Sciences Program/LABOMAR/UFC, Brazil; Laboratory of Petroleum Engineering and Exploration (LENEP), North Fluminense State University (UENF), Macaé, Rio de Janeiro, 27925-535, Brazil
| | - Rivelino M Cavalcante
- National Institute of Science and Technology in Tropical Marine Environments (INCT-AmbTropic, Phase II - Oil Spill), Brazil; Laboratory for Assessment of Organic Contaminants (LACOr), Institute of Marine Sciences-Federal University of Ceara (LABOMAR-UFC), Av. Abolição, 3207-Meireles, CEP: 60165-081, Fortaleza, CE, Brazil; Tropical Marine Sciences Program/LABOMAR/UFC, Brazil.
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Lee D, Seo JM, Kooistra K, Lee H. Identification of bilge oil with lubricant: Recent oil spill case studies. ENVIRONMENTAL RESEARCH 2022; 212:113325. [PMID: 35439455 DOI: 10.1016/j.envres.2022.113325] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/11/2022] [Revised: 04/10/2022] [Accepted: 04/13/2022] [Indexed: 06/14/2023]
Abstract
Oil spills have many adverse effects on the marine environment. Bilge oil spills occur frequently in the sea as a result of maritime accidents or illegal discharge. It is difficult to unambiguously identify the specific sources of such spills because bilge oil contains a mixture of fuel oil and lubricant. In this study, bilge oils with different fuel oil/lubricant ratios were prepared and analyzed using a modified version of the CEN/TR methodology (European Committee for Standardization, 2012). As the lubricant content of bilge oil increased, the intensity of the C20-C24 group, which is the commonly-used normalization compound group for fuel oil in the percentage weathering (PW) plot, also changed. Therefore, the mean area of the C15-C18 group, which was affected by the lubricant content, was used instead. Although heavy fuel oil is usually normalized to a hopane, bilge oil with a high lubricant content cannot be analyzed based on a mass spectrometry (MS)-PW plot; thus, heavy fuel oil-based bilge oil was normalized to a phytane in this study. Although hopanes and styrenes are unsuitable comparison compounds for heavy fuel oil-based bilge oil analysis, for light fuel oil-based bilge oil, hopanes and steranes could be applied as diagnostic ratio comparisons when the lubricant peak was clearly detected in the chromatograms of the spilled and suspected oil samples. By applying the CEN/TR methodology according to this approach, the similarities between spilled and suspected oil samples were more easily revealed. In addition, the field applicability of the proposed method was tested for four actual oil spills.
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Affiliation(s)
- Duwon Lee
- Korea Coast Guard Research Center, Korea Coast Guard Academy, Korea Coast Guard, Cheonan, 31254, South Korea
| | - Jeong Mog Seo
- Korea Coast Guard Research Center, Korea Coast Guard Academy, Korea Coast Guard, Cheonan, 31254, South Korea
| | - Kees Kooistra
- Rijkswaterstaat Laboratory, Ministry of Infrastructure and Water Management, Lelystad, 8224, the Netherlands
| | - Heejin Lee
- Korea Coast Guard Research Center, Korea Coast Guard Academy, Korea Coast Guard, Cheonan, 31254, South Korea.
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Filewood T, Kwok H, Brunswick P, Yan J, Ollinik JE, Cote C, Kim M, van Aggelen G, Helbing CC, Shang D. A rapid gas chromatography quadrupole time-of-flight mass spectrometry method for the determination of polycyclic aromatic hydrocarbons and sulfur heterocycles in spilled crude oils. ANALYTICAL METHODS : ADVANCING METHODS AND APPLICATIONS 2022; 14:717-725. [PMID: 35107097 DOI: 10.1039/d1ay02216d] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/14/2023]
Abstract
Spilled crude oil samples contain various toxic compounds including polycyclic aromatic hydrocarbons (PAHs) as well as sulfur heterocycles (PASHs) and their related alkylated forms (APAHs and APASHs). In this study, a method was successfully developed employing a gas chromatography quadrupole time-of-flight (GC-QToF) mass spectrometer to quantitatively analyze both PAHs/APAHs and PASHs/APASHs in these samples. With GC-QToF, the monoisotopic mass of the compounds is distinguished, allowing the PASHs/APASHs to be extracted separately from the PAHs/APAHs in crude oil. A gas chromatography triple quadrupole (GC-MS/MS) mass spectrometer was also used to confirm that a GC-QToF is the preferred instrument for analyzing these compounds. With the use of PASH/APASH standards to determine response correction factors (RCFs) in relation to PAH standards, the developed method is capable of analyzing PAHs, APAHs, PASHs, and APASHs in a single injection. The use of RCFs allowed for the development of a practical polycyclic aromatic carbon (PAC) method for analyzing a total of 77 compounds of the 2 groups in crude oil. This newly developed method was applied to spilled crude oils, demonstrating its potential in toxicological study as well as oil spill forensic investigation.
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Affiliation(s)
- Taylor Filewood
- Pacific and Yukon Laboratory for Environmental Testing, Science and Technology Branch, Pacific Environmental Science Centre, Environment and Climate Change Canada, North Vancouver, British Columbia, Canada.
| | - Honoria Kwok
- Pacific and Yukon Laboratory for Environmental Testing, Science and Technology Branch, Pacific Environmental Science Centre, Environment and Climate Change Canada, North Vancouver, British Columbia, Canada.
| | - Pamela Brunswick
- Pacific and Yukon Laboratory for Environmental Testing, Science and Technology Branch, Pacific Environmental Science Centre, Environment and Climate Change Canada, North Vancouver, British Columbia, Canada.
| | - Jeffrey Yan
- Pacific and Yukon Laboratory for Environmental Testing, Science and Technology Branch, Pacific Environmental Science Centre, Environment and Climate Change Canada, North Vancouver, British Columbia, Canada.
| | - Jessica E Ollinik
- Pacific and Yukon Laboratory for Environmental Testing, Science and Technology Branch, Pacific Environmental Science Centre, Environment and Climate Change Canada, North Vancouver, British Columbia, Canada.
| | - Christopher Cote
- Pacific and Yukon Laboratory for Environmental Testing, Science and Technology Branch, Pacific Environmental Science Centre, Environment and Climate Change Canada, North Vancouver, British Columbia, Canada.
| | - Marcus Kim
- Agilent Technologies Inc., Mississauga, Ontario, Canada
| | - Graham van Aggelen
- Pacific and Yukon Laboratory for Environmental Testing, Science and Technology Branch, Pacific Environmental Science Centre, Environment and Climate Change Canada, North Vancouver, British Columbia, Canada.
| | - Caren C Helbing
- Department of Biochemistry & Microbiology and Centre for Biomedical Research, University of Victoria, British Columbia, Canada
| | - Dayue Shang
- Pacific and Yukon Laboratory for Environmental Testing, Science and Technology Branch, Pacific Environmental Science Centre, Environment and Climate Change Canada, North Vancouver, British Columbia, Canada.
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Song IC, Jeon EJ, Kim S, Hwang SJ, Seo JM. Oil spill fingerprint of low sulfur fuel oil in South Korea. MARINE POLLUTION BULLETIN 2021; 171:112721. [PMID: 34304063 DOI: 10.1016/j.marpolbul.2021.112721] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/01/2021] [Revised: 07/02/2021] [Accepted: 07/10/2021] [Indexed: 06/13/2023]
Abstract
A low sulfur fuel oil (LSFO) spill accident occurred in South Korea on December 17, 2019, before the introduction of the International Maritime Organization (IMO) sulfur limit. In this study, chromatograms, percentage weathering plots (PW-plots), and diagnostic ratios (DRs) of LSFOs collected in different areas during in the early spillage were compared for oil spill fingerprint. The source oil was conformed as LSFO according to physical properties and spill oils, like the source oil, show high n-alkanes and low benzo[b]naphto[1,2-d]thiophene (BNT) distribution. In the PW-plots, spill oils exhibited a decreasing trend with the reduction of low-molecular-weight compounds, which were affected by evaporation. The relative difference in the DRs was below 14%, indicating that the source and spill oils matched, excluding the ratios consisting of evaporated compounds. These results showed that spill oils confirmed as LSFO were evaporated during the initial spillage stage, and matched to the source oil.
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Affiliation(s)
- In-Chul Song
- Korea Coast Guard Research Center, Cheonan-si 31254, Republic of Korea.
| | - Eun-Ji Jeon
- West Regional Coast Guard, Mokpo-si 58682, Republic of Korea
| | - Song Kim
- West Regional Coast Guard, Mokpo-si 58682, Republic of Korea
| | - Sun-Ju Hwang
- Korea Coast Guard Research Center, Cheonan-si 31254, Republic of Korea
| | - Jeong-Mog Seo
- Korea Coast Guard Research Center, Cheonan-si 31254, Republic of Korea
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