1
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Zhang H, Cui L, Si P, Zhou Y, Zhang Y, Zhang Y, Kong Q. Environmentally relevant concentrations of naphthenic acids initiate intestinal injury and gut microbiota dysbiosis in marine medaka (Oryzias melastigma). AQUATIC TOXICOLOGY (AMSTERDAM, NETHERLANDS) 2024; 273:106996. [PMID: 38852546 DOI: 10.1016/j.aquatox.2024.106996] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/19/2024] [Revised: 05/27/2024] [Accepted: 06/06/2024] [Indexed: 06/11/2024]
Abstract
Naphthenic acids (NAs) are important pollutants in marine crude oils and have obvious toxic effects on marine organisms. However, the effects of NAs on the intestine are largely unknown. Thus, we evaluated the effects of NAs exposure in the intestines of marine medaka. Fish were experimentally exposed to NAs (0.5 mg/L, 5 mg/L, and 10 mg/L) for 96 h and monitored for changes in intestinal histology, markers of oxidative stress, and intestinal microbiome responses. Significant mucosal damage, inflammation, and oxidative stress were observed in the intestines of marine medaka after exposure to NAs. In addition, significant changes in the gut microbiota were observed. Specifically, the relative abundance of Proteobacteria decreased, while that of Verrucomicrobiota increased in the high-concentration exposure group. In addition, nutrient synthesis and metabolism in the gut were affected. The results of this study contribute to a better understanding of the ecological risk of different concentrations of NAs to marine organisms. CAPSULE ABSTRACT: Changes in the gut microbial community of marine medaka (Oryzias melastigma) caused by naphthenic acids in the marine environment were investigated through the assessment of gut inflammatory factors and comprehensive analysis using 16S rDNA high-throughput sequencing. The results indicated the induction of intestinal inflammation and changes in the structural composition of the intestinal flora.
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Affiliation(s)
- Huanxin Zhang
- College of Geography and Environment, Shandong Normal University, 88 Wenhua Donglu, Jinan 250014, Shandong, PR China.
| | - Lihua Cui
- College of Geography and Environment, Shandong Normal University, 88 Wenhua Donglu, Jinan 250014, Shandong, PR China
| | - Panpan Si
- College of Geography and Environment, Shandong Normal University, 88 Wenhua Donglu, Jinan 250014, Shandong, PR China
| | - Yumiao Zhou
- College of the Environment and Ecology, Xiamen University, Xiamen 361005, Fujian, PR China
| | - Yu Zhang
- College of Geography and Environment, Shandong Normal University, 88 Wenhua Donglu, Jinan 250014, Shandong, PR China
| | - Youru Zhang
- College of Geography and Environment, Shandong Normal University, 88 Wenhua Donglu, Jinan 250014, Shandong, PR China
| | - Qiang Kong
- College of Geography and Environment, Shandong Normal University, 88 Wenhua Donglu, Jinan 250014, Shandong, PR China; Dongying Institute, Shandong Normal University, Dongying 257092, Shandong, PR China
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Chen Y, Wang Y, Headley JV, Huang R. Sample preparation, analytical characterization, monitoring, risk assessment and treatment of naphthenic acids in industrial wastewater and surrounding water impacted by unconventional petroleum production. THE SCIENCE OF THE TOTAL ENVIRONMENT 2024; 913:169636. [PMID: 38157903 DOI: 10.1016/j.scitotenv.2023.169636] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/05/2023] [Revised: 12/21/2023] [Accepted: 12/21/2023] [Indexed: 01/03/2024]
Abstract
Industrial extraction of unconventional petroleum results in notable volumes of oil sands process water (OSPW), containing elevated concentrations of naphthenic acids (NAs). The presence of NAs represents an intricate amalgamation of dissolved organic constituents, thereby presenting a notable hurdle for the domain of environmental analytical chemistry. There is growing concern about monitoring the potential seepage of OSPW NAs into nearby groundwater and river water. This review summarizes recent studies on sample preparation, characterization, monitoring, risk assessment, and treatment of NAs in industrial wastewater and surrounding water. Sample preparation approaches, such as liquid-liquid extraction, solid phase microextraction, and solid phase extraction, are crucial in isolating chemical standards, performing molecular level analysis, assessing aquatic toxicity, monitoring, and treating OSPW. Instrument techniques for NAs analysis were reviewed to cover different injection modes, ionization sources, and mass analyzers. Recent studies of transfer and transformation of NAs provide insights to differentiate between anthropogenic and natural bitumen-derived sources of NAs. In addition, related risk assessment and treatment studies were also present for elucidation of environmental implication and reclamation strategies. The synthesis of the current state of scientific knowledge presented in this review targets government regulators, academic researchers, and industrial scientists with interests spanning analytical chemistry, toxicology, and wastewater management.
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Affiliation(s)
- Yu Chen
- Sichuan Provincial Key Laboratory of Universities on Environmental Science and Engineering, MOE Key Laboratory of Deep Earth Science and Engineering, College of Architecture and Environment, Sichuan University, Chengdu 610065, China
| | - Yongjian Wang
- Sichuan Provincial Key Laboratory of Universities on Environmental Science and Engineering, MOE Key Laboratory of Deep Earth Science and Engineering, College of Architecture and Environment, Sichuan University, Chengdu 610065, China
| | - John V Headley
- Environment and Climate Change Canada, 11 Innovation Boulevard, Saskatoon, SK S7N 3H5, Canada
| | - Rongfu Huang
- Sichuan Provincial Key Laboratory of Universities on Environmental Science and Engineering, MOE Key Laboratory of Deep Earth Science and Engineering, College of Architecture and Environment, Sichuan University, Chengdu 610065, China.
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3
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Pinheiro KMP, Sako AVF, Rodrigues MF, Vaz BG, Medeiros Junior I, Carvalho RM, Coltro WKT. Analysis of naphthenic acids in produced water samples by capillary electrophoresis-mass spectrometry. J Sep Sci 2023; 46:e2300442. [PMID: 37582647 DOI: 10.1002/jssc.202300442] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/16/2023] [Revised: 07/31/2023] [Accepted: 08/01/2023] [Indexed: 08/17/2023]
Abstract
A capillary electrophoresis-mass spectrometry method was used to analyze naphthenic acids in produced water samples. It was possible to detect cyclopentanecarboxylic, benzoic, cyclohexanebutyric, 1-naphthoic, decanoic, 3,5-dimethyladamantane-1-carboxylic, 9-anthracenecarboxylic, and pentadecanoic acids within ca. 13 min using a buffer composed of 40 mmol/L ammonium hydroxide, 32 mmol/L acetic acid and 20% v/v isopropyl alcohol, pH 8.6. The proposed method showed good repeatability, with relative standard deviation (RSD) values of 6.6% for the sum of the peak areas and less than 2% for the analysis time. In the interday analysis, the RSD values for the sum of the peak areas and migration time were 10.3% and 10%, respectively. The developed method demonstrated linear behavior in the concentration range between 5 and 50 mg/L for benzoic, decanoic, 3,5-dimethyladamantane-1-carboxylic and 9-anthracenecarboxylic acids, and between 10 and 50 mg/L for cyclopentanecarboxylic, cyclohexanebutyric, 1- naphthoic, and pentadecanoic acids. The detection limits values ranged from 0.31 to 1.64 mg/L. Six produced water samples were analyzed and it was possible to identify and quantify cyclopentanecarboxylic, benzoic, cyclohexanebutyric, and decanoic acids. The concentrations varied between 4.8 and 98.9 mg/L, proving effective in the application of complex samples.
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Affiliation(s)
| | - Alysson V F Sako
- Instituto de Química, Universidade Federal da Santa Catarina, Florianópolis, Brazil
| | | | - Boniek G Vaz
- Instituto de Química, Universidade Federal de Goiás, Goiânia, Brazil
| | - Iris Medeiros Junior
- Centro de Pesquisas e Desenvolvimento Leopoldo Américo Miguez de Mello (CENPES), Rio de Janeiro, Brazil
| | - Rogerio M Carvalho
- Centro de Pesquisas e Desenvolvimento Leopoldo Américo Miguez de Mello (CENPES), Rio de Janeiro, Brazil
| | - Wendell K T Coltro
- Instituto de Química, Universidade Federal de Goiás, Goiânia, Brazil
- Instituto Nacional de Ciência e Tecnologia de Bioanalítica, Campinas, Brazil
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4
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Zhang H, Si P, Kong Q, Ma J. Transcriptome reveals the toxicity and genetic response of zebrafish to naphthenic acids and benzo[a]pyrene at ambient concentrations. ECOTOXICOLOGY AND ENVIRONMENTAL SAFETY 2023; 253:114700. [PMID: 36863161 DOI: 10.1016/j.ecoenv.2023.114700] [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: 10/16/2022] [Revised: 02/14/2023] [Accepted: 02/26/2023] [Indexed: 06/18/2023]
Abstract
Naphthenic acids (NAs) are typical contaminants in heavily crude oil. Benzo[a]pyrene (B[a]P) is also a component of crude oil, but their combined effects have not been systematically explored. In this study, zebrafish (Danio rerio) were used as the test organisms, and behavioral indicators and enzyme activities were used as toxicity indicators. Combined with the effects of environmental concentrations, the toxic effects of low concentrations of commercially available NAs (0.5 mg/LNA) and benzo[a]pyrene (0.8 μg/LBaP) at single and compound exposures (0.5 mg/LNA and 0.8 μg/LBaP) were assayed in zebrafish, and transcriptome sequencing technology was used to explore the molecular mechanism of the two compounds affecting zebrafish from the molecular biology level. Sensitive molecular markers that could indicate the presence of contaminants were screened. The results showed that (1) zebrafish in the NA and BaP exposure groups exhibited increased locomotor behavior, and the mixed exposure group exhibited inhibition of locomotor behavior. Oxidative stress biomarkers showed increased activity under single exposure and decreased activity under the mixed exposure. (2) NA stress led to changes in the activity of transporters and the intensity of energy metabolism; BaP directly stimulates the pathway of actin production. When the two compounds are combined, the excitability of neurons in the central nervous system is decreased, and the actin-related genes are down-regulated. (3) After BaP and Mix treatments, genes were enriched in the cytokine-receptor interaction and actin signal pathway, while NA increased the toxic effect on the mixed treatment group. In general, the interaction between NA and BaP has a synergistic effect on the transcription of zebrafish nerve and motor behavior-related genes, resulting in increased toxicity under combined exposure. The changes in expression of various zebrafish genes are manifested in the changes in the normal movement behavior of zebrafish and the intensification of oxidative stress in the apparent behavior and physiological indicators. CAPSULE ABSTRACT: We investigated the toxicity and genetic alterations caused by NA, B[a]P, and their mixtures in zebrafish in an aquatic environment using transcriptome sequencing technology and comprehensive behavioral analysis. These changes involved energy metabolism, the generation of muscle cells, and the nervous system.
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Affiliation(s)
- Huanxin Zhang
- College of Geography and Environment, Shandong Normal University, Jinan 250000, China.
| | - Panpan Si
- College of Geography and Environment, Shandong Normal University, Jinan 250000, China
| | - Qiang Kong
- College of Geography and Environment, Shandong Normal University, Jinan 250000, China
| | - Jinyue Ma
- College of Geography and Environment, Shandong Normal University, Jinan 250000, China
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5
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de Vries P, Jak RG, Frost TK. Comparison of Substance-Based and Whole-Effluent Toxicity of Produced Water Discharges from Norwegian Offshore Oil and Gas Installations. ENVIRONMENTAL TOXICOLOGY AND CHEMISTRY 2022; 41:2285-2304. [PMID: 35723421 PMCID: PMC9545660 DOI: 10.1002/etc.5414] [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: 08/27/2021] [Revised: 10/06/2021] [Accepted: 06/17/2022] [Indexed: 05/19/2023]
Abstract
When assessing the environmental risks of offshore produced water discharges, it is key to properly assess the toxicity of this complex mixture. Toxicity can be assessed either through the application of whole-effluent toxicity (WET) testing or based on its substance-based chemical composition or both. In the present study, the toxicity assessed based on WET and substance-based was compared for 25 offshore produced water effluents collected for the Norwegian implementation of the Oslo-Paris convention risk-based assessment program. The objectives were, firstly, to examine the concurrence between toxicity estimates derived from these two lines of evidence; and, secondly, to evaluate whether toxicity of produced water discharges predicted from substance-based data is adequately addressed in comparison with ground truth reflected by WET. For both approaches, 50% hazardous concentrations (HC50s) were calculated. For at least 80% of the effluents the HC50s for the two approaches differed by less than a factor of 5. Differences found between the two approaches can be attributed to the uncertainty in the estimation of the concentration of production chemicals that strongly influences the substance-based estimated toxicity. By evaluating effluents on a case-by-case basis, additional causes were hypothesized. Risk management will particularly benefit from the strength of risk endpoints from both approaches by monitoring them periodically in conjunction over time. This way (in)consistencies in trends of both indicators can be evaluated and addressed. Environ Toxicol Chem 2022;41:2285-2304. © 2022 The Authors. Environmental Toxicology and Chemistry published by Wiley Periodicals LLC on behalf of SETAC.
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Affiliation(s)
- Pepijn de Vries
- Wageningen Marine ResearchWageningen Universiteit en ResearchWageningenThe Netherlands
| | - Robbert G. Jak
- Wageningen Marine ResearchWageningen Universiteit en ResearchWageningenThe Netherlands
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6
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Pinheiro KMP, Duarte LM, Rodrigues MF, Vaz BG, Junior IM, Carvalho RM, Coltro WKT. Determination of naphthenic acids in produced water by using microchip electrophoresis with integrated contactless conductivity detection. J Chromatogr A 2022; 1677:463307. [PMID: 35834889 DOI: 10.1016/j.chroma.2022.463307] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/16/2022] [Revised: 06/16/2022] [Accepted: 07/04/2022] [Indexed: 10/17/2022]
Abstract
This study reports for the first time the use of a microchip electrophoresis (ME) device with integrated capacitively coupled contactless conductivity detection (C4D) to analyze naphthenic acids in produced water. A mixture containing 9-anthracenecarboxylic, 1-naphthoic, and benzoic acids was separated and detected using a running buffer composed of 10 mmol L-1 carbonate buffer (pH = 10.2). The separation was achieved within ca. 140 s with baseline resolution greater than 2 and efficiency values ranging from 1.9 × 105 to 2.4 × 105 plates m-1. The developed methodology provided linear correlation with determination coefficients greater than 0.992 for the concentration ranges between 50 and 250 µmol L-1 for benzoic and 9-anthracenecarboxylic acids, and between 50 and 200 µmol L-1 for 1-naphthoic acid. The achieved limit of detection values varied between 4.7 and 7.7 µmol L-1. The proposed methodology revealed satisfactory repeatability with RSD values for a sequence of eight injections between 5.5 and 7.7% for peak areas and lower than 1% for migration times. In addition, inter-day precision was evaluated for sixteen injections (a sequence of four injections performed during four days), and the RSD values were lower than 11.5 and 4.9% for peak areas and migration time, respectively. Five produced water samples were analyzed, and it was possible to detect and quantify 9-anthracenecarboxylic acid. The concentrations ranged from 1.05 to 2.24 mmol L-1 with recovery values between 90.8 and 96.0%. ME-C4D demonstrated satisfactory analytical performance for determining naphthenic acids in produced water for the first time, which is useful for petroleum or oil industry investigation.
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Affiliation(s)
- Kemilly M P Pinheiro
- Instituto de Química, Universidade Federal de Goiás, Goiânia, GO 74690-900, Brazil
| | - Lucas M Duarte
- Instituto de Química, Universidade Federal de Goiás, Goiânia, GO 74690-900, Brazil; Instituto de Química, Universidade Federal Fluminense, Niterói, RJ 24020-141, Brazil
| | - Marcella F Rodrigues
- Instituto de Química, Universidade Federal de Goiás, Goiânia, GO 74690-900, Brazil
| | - Boniek G Vaz
- Instituto de Química, Universidade Federal de Goiás, Goiânia, GO 74690-900, Brazil
| | - Iris Medeiros Junior
- Centro de Pesquisas e Desenvolvimento Leopoldo Américo Miguez de Mello (CENPES), Rio de Janeiro, RJ 21040-000, Brazil
| | - Rogerio M Carvalho
- Centro de Pesquisas e Desenvolvimento Leopoldo Américo Miguez de Mello (CENPES), Rio de Janeiro, RJ 21040-000, Brazil
| | - Wendell K T Coltro
- Instituto de Química, Universidade Federal de Goiás, Goiânia, GO 74690-900, Brazil; Instituto Nacional de Ciência e Tecnologia de Bioanalítica, Campinas, SP 13084-971, Brazil.
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7
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de Araújo GL, Dos Santos GF, Martins RO, da Silva Lima G, Medeiros I, de Carvalho RM, Simas RC, Sgobbi LF, Chaves AR, Vaz BG. Electromembrane Extraction of Naphthenic Acids in Produced Water Followed by Ultra-High-Resolution Mass Spectrometry Analysis. JOURNAL OF THE AMERICAN SOCIETY FOR MASS SPECTROMETRY 2022; 33:1510-1517. [PMID: 35866646 DOI: 10.1021/jasms.2c00107] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/15/2023]
Abstract
Naphthenic acids comprise one of the most toxic compounds of the produced water released from offshore oil platforms. Therefore, developing and applying faster, simpler, and more efficient analytical methods for analyzing naphthenic acids are urgently needed. Electromembrane extraction (EME) uses the electrokinetic migration of target ions through a porous membrane. Herein, the EME method was applied to extract naphthenic acids from produced water. The EME method was optimized, and the optimal conditions encompassed decanol as the organic solvent, the sample with pH 10.0, 5 min of extraction at 200 V, and the ratio 4:1 (borate buffer/matrix, v/v). Electrochemical impedance spectroscopy confirmed charged species' migration from produced water through the EME. Subsequently, all extracts were analyzed by ultra-high-resolution mass spectrometry. The EME efficiency was assessed by comparing the extraction results to the liquid-liquid extraction (LLE) method results. Analytical results showed good linearity for both solvent and matrix curves (R2 > 0.98). Low detection limits ranged from 0.10 to 0.13 μg mL-1 and quantification limits from 0.36 to 0.45 μg mL-1. Precision and accuracy values ranged from -13.3% to 16.5%. These values fit the proposed method, demonstrating that the EME was more efficient than LLE in naphthenic acid extraction. The EME method preferably extracted aromatic compounds with double-bond equivalence from 6 to 8. The EME coupled with ultra-high-resolution mass spectrometry was demonstrated as a promising analytical approach to naphthenic acid extraction as an efficient and more environmentally friendly alternative to conventional extraction methods.
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Affiliation(s)
- Giovanna L de Araújo
- Institute of Chemistry, Federal University of Goiás, Goiânia, GO 59078-970, Brazil
| | - Gabriel F Dos Santos
- Institute of Chemistry, Federal University of Goiás, Goiânia, GO 59078-970, Brazil
| | - Rafael O Martins
- Institute of Chemistry, Federal University of Goiás, Goiânia, GO 59078-970, Brazil
| | | | - Iris Medeiros
- CENPES, PETROBRAS, Rio de Janeiro, RJ 21941-915, Brazil
| | | | - Rosineide C Simas
- Institute of Chemistry, Federal University of Goiás, Goiânia, GO 59078-970, Brazil
| | - Lívia F Sgobbi
- Institute of Chemistry, Federal University of Goiás, Goiânia, GO 59078-970, Brazil
| | - Andréa R Chaves
- Institute of Chemistry, Federal University of Goiás, Goiânia, GO 59078-970, Brazil
| | - Boniek G Vaz
- Institute of Chemistry, Federal University of Goiás, Goiânia, GO 59078-970, Brazil
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8
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Su Q, Albani G, Sundberg J, Andersen HR, Nielsen TG, Thamdrup B, Jensen MM. Microbial bioremediation of produced water under different redox conditions in marine sediments. WATER RESEARCH 2022; 218:118428. [PMID: 35461099 DOI: 10.1016/j.watres.2022.118428] [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] [Indexed: 06/14/2023]
Abstract
The discharge of produced water from offshore oil platforms is an emerging concern due to its potential adverse effects on marine ecosystems. In this study, we investigated the feasibility and capability of using marine sediments for the bioremediation of produced water. We utilized a combination of porewater and solid phase analysis in a series of sediment batch incubations amended with produced water and synthetic produced water to determine the biodegradation of hydrocarbons under different redox conditions. Significant removal of benzene, toluene, ethylbenzene and xylene (BTEX) compounds was observed under different redox conditions, with biodegradation efficiencies of 93-97% in oxic incubations and 45-93% in anoxic incubations with nitrate, iron oxide or sulfate as the electron acceptor. Higher biodegradation rates of BTEX were obtained by incubations dominated by nitrate reduction (104-149 nmolC/cm3/d) and oxygen respiration (52-57 nmolC/cm3/d), followed by sulfate reduction (14-76 nmolC/cm3/d) and iron reduction (29-39 nmolC/cm3/d). Chemical fingerprint analysis showed that hydrocarbons were biodegraded to smaller alcohols/acids under oxic conditions compared to anoxic conditions with nitrate, indicating that the presence of oxygen facilitated a more complete biodegradation process. Toxicity of treated produced water to the marine copepod Acartia tonsa was reduced by half after sediment incubations with oxygen and nitrate. Our study emphasizes the possibility to use marine sediment as a biofilter for treating produced water at sea without extending the oil and gas platform or implementing a large-scale construction.
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Affiliation(s)
- Qingxian Su
- Department of Environmental Engineering, Technical University of Denmark, Lyngby 2800, Denmark.
| | - Giovanna Albani
- National Institute of Aquatic Resources, Technical University of Denmark, Lyngby 2800, Denmark
| | - Jonas Sundberg
- Danish Offshore Technology Center, Technical University of Denmark, Lyngby 2800, Denmark
| | - Henrik Rasmus Andersen
- Department of Environmental Engineering, Technical University of Denmark, Lyngby 2800, Denmark
| | - Torkel Gissel Nielsen
- National Institute of Aquatic Resources, Technical University of Denmark, Lyngby 2800, Denmark
| | - Bo Thamdrup
- Nordic Center for Earth Evolution and Institute of Biology, University of Southern Denmark, Odense M 5230, Denmark
| | - Marlene Mark Jensen
- Department of Environmental Engineering, Technical University of Denmark, Lyngby 2800, Denmark.
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9
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Remolina MCR, Li Z, Peleato NM. Application of machine learning methods for rapid fluorescence-based detection of naphthenic acids and phenol in natural surface waters. JOURNAL OF HAZARDOUS MATERIALS 2022; 430:128491. [PMID: 35739672 DOI: 10.1016/j.jhazmat.2022.128491] [Citation(s) in RCA: 8] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/18/2021] [Revised: 02/07/2022] [Accepted: 02/12/2022] [Indexed: 06/15/2023]
Abstract
Approximately 1.4 billion m3 of fluid tailings produced from oil sands mining operations are currently being held in Alberta, Canada and pose a significant risk to the environment if not properly treated and managed. The ability to quantify levels of toxic compounds, such as naphthenic acids (NAs) and phenol, accurately and rapidly in the produced oil sands process-affected water (OSPW) is required to ensure the protection of the surrounding aquatic environment. In this paper, fluorescence techniques are investigated to rapidly quantify NAs and phenol concentrations in natural surface waters. Machine learning approaches were applied to identify relevant spectral features to improve detection accuracy in the presence of background interference from organic matter in natural waters. NAs were relatively easy to detect by all methods, however deep convolutional neural networks (CNN) resulted in optimized performance for phenol with mean absolute errors of 1.78 - 1.81 mg/L and 4.68-5.41 µg/L, respectively. Visualization of spectral areas of importance revealed that deep CNNs utilized logical areas of the fluorescence spectra associated with NAs and phenol signals. Results suggest machine learning approaches to interpreting fluorescence data can accurately predict individual toxic components of OSPW in natural waters at environmentally relevant concentrations.
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Affiliation(s)
- María Claudia Rincón Remolina
- School of Engineering, The University of British Columbia Okanagan, 1137 Alumni Ave., Kelowna, British Columbia V1V 1V7, Canada.
| | - Ziyu Li
- School of Engineering, The University of British Columbia Okanagan, 1137 Alumni Ave., Kelowna, British Columbia V1V 1V7, Canada
| | - Nicolás M Peleato
- School of Engineering, The University of British Columbia Okanagan, 1137 Alumni Ave., Kelowna, British Columbia V1V 1V7, Canada
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10
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Facanali R, Porto NDA, Crucello J, Carvalho RM, Vaz BG, Hantao LW. Naphthenic Acids: Formation, Role in Emulsion Stability, and Recent Advances in Mass Spectrometry-Based Analytical Methods. JOURNAL OF ANALYTICAL METHODS IN CHEMISTRY 2021; 2021:6078084. [PMID: 34956687 PMCID: PMC8709775 DOI: 10.1155/2021/6078084] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/06/2021] [Accepted: 11/24/2021] [Indexed: 05/08/2023]
Abstract
Naphthenic acids (NAs) are compounds naturally present in most petroleum sources comprised of complex mixtures with a highly variable composition depending on their origin. Their occurrence in crude oil can cause severe corrosion problems and catalysts deactivation, decreasing oil quality and consequently impacting its productivity and economic value. NAs structures also allow them to behave as surfactants, causing the formation and stabilization of emulsions. In face of the ongoing challenge of treatment of water-in-oil (W/O) or oil-in-water (O/W) emulsions in the oil and gas industry, it is important to understand how NAs act in emulsified systems and which acids are present in the interface. Considering that, this review describes the properties of NAs, their role in the formation and stability of oil emulsions, and the modern analytical methods used for the qualitative analysis of such acids.
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Affiliation(s)
- Roselaine Facanali
- Institute of Chemistry, University of Campinas, Campinas 13083-862, SP, Brazil
| | | | - Juliana Crucello
- Institute of Chemistry, University of Campinas, Campinas 13083-862, SP, Brazil
| | - Rogerio M. Carvalho
- Leopoldo Américo Miguez de Mello Research and Development Center, Petrobras, Rio de Janeiro 20031-912, RJ, Brazil
| | - Boniek G. Vaz
- Institute of Chemistry, Federal University of Goiás, Goiânia 74690-900, GO, Brazil
| | - Leandro W. Hantao
- Institute of Chemistry, University of Campinas, Campinas 13083-862, SP, Brazil
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11
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da Silva TAM, Pereira I, de Aguiar DVA, Dos Santos GF, de Brito TP, de Carvalho RM, Medeiros Junior I, Simas RC, Vaz BG. Direct analysis of naphthenic acids in produced water and crude oil by NH 2-surface-modified wooden-tip electrospray ionization mass spectrometry. ANALYTICAL METHODS : ADVANCING METHODS AND APPLICATIONS 2021; 13:5274-5281. [PMID: 34704566 DOI: 10.1039/d1ay01541a] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/13/2023]
Abstract
This work describes the surface coating of wooden toothpicks with amino groups (NH2) for electrospray ionization mass spectrometry (MS) analysis of naphthenic acids (NAs) in produced water samples and crude oil fractions. NH2 was introduced into the cellulosic material through a silanization reaction using aminopropyltriethoxysilane. An NH2-modified toothpick was inserted into the analyte extraction sample and was subsequently used as an electrospray emitter for MS analysis. The extraction conditions were optimized by analyzing NAs (benzoic acid, 1-naphthoic acid, decanoic acid, 3,5-dimethyladamantane-1-carboxylic acid, and 3,5-dimethyladamantane-1-acetic acid) in pure water, and the best condition was using 5 min of extraction time with the samples under agitation. Modified and unmodified wooden toothpicks were compared, and the intensities of all NAs were higher when using the modified substrates than when using the unmodified ones. Limit of detection (LOD), limit of quantification (LOQ), linearity, precision, and recovery were determined by analyzing decanoic acid in seawater samples. The LOD and LOQ were 2 and 5 μg mL-1, respectively, and a linear correlation (R2 = 0.9927) was obtained with concentrations ranging from 5 to 250 μg mL-1. Precision values ranged from 6 to 13% and recoveries from 89 to 106%. The technique was also employed to analyze three produced water samples, in which decanoic acid was semi-quantified, and the concentrations ranged from 10 to 13 μg mL-1. High abundances of acidic compounds of class O2 with DBEs (double bond equivalents) ranging from 1 to 3 and carbon numbers going from 8 to 12 were detected in the produced water samples. The results suggest that the modification of wooden toothpicks with NH2 might offer a significant advancement in the knowledge of cheap substrates that can improve the sensitivity of analysis of NAs in water samples.
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Affiliation(s)
- Thais A M da Silva
- Laboratory of Chromatography and Mass Spectrometry, Institute of Chemistry, Federal University of Goiás, Goiânia, 59078-970, GO, Brazil.
| | - Igor Pereira
- Laboratory of Chromatography and Mass Spectrometry, Institute of Chemistry, Federal University of Goiás, Goiânia, 59078-970, GO, Brazil.
| | - Deborah V A de Aguiar
- Laboratory of Chromatography and Mass Spectrometry, Institute of Chemistry, Federal University of Goiás, Goiânia, 59078-970, GO, Brazil.
| | - Gabriel F Dos Santos
- Laboratory of Chromatography and Mass Spectrometry, Institute of Chemistry, Federal University of Goiás, Goiânia, 59078-970, GO, Brazil.
| | - Talita P de Brito
- Laboratory of Chromatography and Mass Spectrometry, Institute of Chemistry, Federal University of Goiás, Goiânia, 59078-970, GO, Brazil.
| | | | | | - Rosineide C Simas
- Laboratory of Chromatography and Mass Spectrometry, Institute of Chemistry, Federal University of Goiás, Goiânia, 59078-970, GO, Brazil.
| | - Boniek G Vaz
- Laboratory of Chromatography and Mass Spectrometry, Institute of Chemistry, Federal University of Goiás, Goiânia, 59078-970, GO, Brazil.
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Bergfors SN, Huynh K, Jensen AE, Sundberg J. Non-target screening of organic compounds in offshore produced water by GC×GC-MS. PEERJ ANALYTICAL CHEMISTRY 2021. [DOI: 10.7717/peerj-achem.11] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Abstract
Produced water is the largest by-product of oil and gas production. At off-shore installations, the produced water is typically reinjected or discharged into the sea. The water contains a complex mixture of dispersed and dissolved oil, solids and inorganic ions. A better understanding of its composition is fundamental to (1) improve environmental impact assessment tools and (2) develop more efficient water treatment technologies. The objective of the study was to screen produced water sampled from a producing field in the Danish region of the North Sea to identify any containing organic compounds. The samples were taken at a test separator and represent an unfiltered picture of the composition before cleaning procedures. The analytes were isolated by liquid-liquid extraction and derivatized using a silylation reagent to increase the volatility of oxygenated compounds. The final extracts were analyzed by comprehensive multi-dimensional gas chromatography coupled to a high-resolution mass spectrometer. A non-target processing workflow was implemented to extract features and quantify the confidence of library matches by correlation to retention indices and the presence of molecular ions. Approximately 120 unique compounds were identified across nine samples. Of those, 15 were present in all samples. The main types of compounds are aliphatic and aromatic carboxylic acids with a small fraction of hydrocarbons. The findings have implications for developing improved environmental impact assessment tools and water remediation technologies.
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Beyer J, Goksøyr A, Hjermann DØ, Klungsøyr J. Environmental effects of offshore produced water discharges: A review focused on the Norwegian continental shelf. MARINE ENVIRONMENTAL RESEARCH 2020; 162:105155. [PMID: 32992224 DOI: 10.1016/j.marenvres.2020.105155] [Citation(s) in RCA: 31] [Impact Index Per Article: 7.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/02/2020] [Revised: 09/15/2020] [Accepted: 09/17/2020] [Indexed: 06/11/2023]
Abstract
Produced water (PW), a large byproduct of offshore oil and gas extraction, is reinjected to formations or discharged to the sea after treatment. The discharges contain dispersed crude oil, polycyclic aromatic hydrocarbons (PAHs), alkylphenols (APs), metals, and many other constituents of environmental relevance. Risk-based regulation, greener offshore chemicals and improved cleaning systems have reduced environmental risks of PW discharges, but PW is still the largest operational source of oil pollution to the sea from the offshore petroleum industry. Monitoring surveys find detectable exposures in caged mussel and fish several km downstream from PW outfalls, but biomarkers indicate only mild acute effects in these sentinels. On the other hand, increased concentrations of DNA adducts are found repeatedly in benthic fish populations, especially in haddock. It is uncertain whether increased adducts could be a long-term effect of sediment contamination due to ongoing PW discharges, or earlier discharges of oil-containing drilling waste. Another concern is uncertainty regarding the possible effect of PW discharges in the sub-Arctic Southern Barents Sea. So far, research suggests that sub-arctic species are largely comparable to temperate species in their sensitivity to PW exposure. Larval deformities and cardiac toxicity in fish early life stages are among the biomarkers and adverse outcome pathways that currently receive much attention in PW effect research. Herein, we summarize the accumulated ecotoxicological knowledge of offshore PW discharges and highlight some key remaining knowledge needs.
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Affiliation(s)
- Jonny Beyer
- Norwegian Institute for Water Research (NIVA), Oslo, Norway.
| | - Anders Goksøyr
- Department of Biological Sciences, University of Bergen, Norway; Institute of Marine Research (IMR), Bergen, Norway
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