{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,11,11]],"date-time":"2026-11-11T02:48:55Z","timestamp":1794365335779,"version":"4.9.0"},"reference-count":70,"publisher":"Elsevier BV","license":[{"start":{"date-parts":[[2024,3,1]],"date-time":"2024-03-01T00:00:00Z","timestamp":1709251200000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.elsevier.com\/tdm\/userlicense\/1.0\/"},{"start":{"date-parts":[[2024,3,1]],"date-time":"2024-03-01T00:00:00Z","timestamp":1709251200000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.elsevier.com\/legal\/tdmrep-license"},{"start":{"date-parts":[[2024,3,1]],"date-time":"2024-03-01T00:00:00Z","timestamp":1709251200000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-017"},{"start":{"date-parts":[[2024,3,1]],"date-time":"2024-03-01T00:00:00Z","timestamp":1709251200000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"},{"start":{"date-parts":[[2024,3,1]],"date-time":"2024-03-01T00:00:00Z","timestamp":1709251200000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-012"},{"start":{"date-parts":[[2024,3,1]],"date-time":"2024-03-01T00:00:00Z","timestamp":1709251200000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2024,3,1]],"date-time":"2024-03-01T00:00:00Z","timestamp":1709251200000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-004"}],"content-domain":{"domain":["elsevier.com","sciencedirect.com"],"crossmark-restriction":true},"short-container-title":["Water Research"],"published-print":{"date-parts":[[2024,3]]},"DOI":"10.1016\/j.watres.2024.121130","type":"journal-article","created":{"date-parts":[[2024,1,21]],"date-time":"2024-01-21T04:51:45Z","timestamp":1705812705000},"page":"121130","update-policy":"https:\/\/doi.org\/10.1016\/elsevier_cm_policy","source":"Crossref","is-referenced-by-count":44,"special_numbering":"C","title":["Identification of organic chemical indicators for tracking pollution sources in groundwater by machine learning from GC-HRMS-based suspect and non-target screening data"],"prefix":"10.1016","volume":"252","author":[{"given":"Okon Dominic","family":"Ekpe","sequence":"first","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Gyojin","family":"Choo","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Jin-Kyu","family":"Kang","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-9443-2872","authenticated-orcid":false,"given":"Seong-Taek","family":"Yun","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-9530-1524","authenticated-orcid":false,"given":"Jeong-Eun","family":"Oh","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"78","reference":[{"key":"10.1016\/j.watres.2024.121130_bib0001","unstructured":"Bender C. bootfs - Bootstrapped feature selection, 2013."},{"key":"10.1016\/j.watres.2024.121130_bib0002","doi-asserted-by":"crossref","first-page":"162","DOI":"10.1016\/j.scitotenv.2019.06.192","article-title":"Assessment of gas chromatography time-of-flight mass spectrometry for the screening of semi-volatile compounds in indoor dust","volume":"688","author":"Castro","year":"2019","journal-title":"Sci. Total Environ."},{"key":"10.1016\/j.watres.2024.121130_bib0003","doi-asserted-by":"crossref","first-page":"3802","DOI":"10.3390\/w14233802","article-title":"Kinetics of Arab light crude oil degradation by pseudomonas and Bacillus Strains","volume":"14","author":"Costa","year":"2022","journal-title":"Water"},{"key":"10.1016\/j.watres.2024.121130_bib0004","doi-asserted-by":"crossref","first-page":"4080","DOI":"10.1021\/acs.est.1c06655","article-title":"Machine learning applications for chemical fingerprinting and environmental source tracking using non-target chemical data","volume":"56","author":"D\u00e1vila-Santiago","year":"2022","journal-title":"Environ. Sci. Technol."},{"key":"10.1016\/j.watres.2024.121130_bib0005","doi-asserted-by":"crossref","first-page":"809","DOI":"10.1016\/S0045-6535(03)00613-1","article-title":"Diphenylamine and derivatives in the environment: a review","volume":"53","author":"Drzyzga","year":"2003","journal-title":"Chemosphere"},{"key":"10.1016\/j.watres.2024.121130_bib0006","doi-asserted-by":"crossref","first-page":"107","DOI":"10.1016\/0160-4120(80)90045-8","article-title":"Oil spills on land as potential sources of groundwater contamination","volume":"3","author":"Duffy","year":"1980","journal-title":"Environ. Int."},{"key":"10.1016\/j.watres.2024.121130_bib0007","doi-asserted-by":"crossref","DOI":"10.1016\/j.jhazmat.2022.128429","article-title":"Long-term degradation of toluene and phenol in soil: identification of transformation products and pathways via HRMS-based suspect and non-target screening","volume":"430","author":"Ekpe","year":"2022","journal-title":"J. Hazard Mater."},{"key":"10.1016\/j.watres.2024.121130_bib0008","doi-asserted-by":"crossref","first-page":"196","DOI":"10.1016\/j.buildenv.2016.06.022","article-title":"Occurrence of triphenylphosphine oxide and other organophosphorus compounds in indoor air and settled dust of an institute building","volume":"106","author":"Faiz","year":"2016","journal-title":"Build. Environ."},{"key":"10.1016\/j.watres.2024.121130_bib0009","doi-asserted-by":"crossref","first-page":"269","DOI":"10.1016\/S0048-9697(03)00447-9","article-title":"Monitoring of the antioxidant BHT and its metabolite BHT-CHO in German river water and ground water","volume":"319","author":"Fries","year":"2004","journal-title":"Sci. Total Environ."},{"key":"10.1016\/j.watres.2024.121130_bib0010","first-page":"381","article-title":"Chapter 13 - Nontarget analysis of environmental samples based on liquid chromatography coupled to high resolution mass spectrometry (LC-HRMS)","volume":"71","author":"Gago-Ferrero","year":"2016","journal-title":"Compr. Anal. Chem."},{"key":"10.1016\/j.watres.2024.121130_bib0011","doi-asserted-by":"crossref","first-page":"1222","DOI":"10.1289\/ehp.7932","article-title":"Use of di(2-ethylhexyl) phthalate\u2013containing medical products and urinary levels of mono(2-ethylhexyl) phthalate in neonatal intensive care unit infants","volume":"113","author":"Green","year":"2005","journal-title":"Environ. Health Perspect."},{"key":"10.1016\/j.watres.2024.121130_bib0012","doi-asserted-by":"crossref","first-page":"10","DOI":"10.1016\/j.aca.2015.02.012","article-title":"A tutorial review: metabolomics and partial least squares-discriminant analysis \u2013 a marriage of convenience or a shotgun wedding","volume":"879","author":"Gromski","year":"2015","journal-title":"Anal. Chim. Acta"},{"key":"10.1016\/j.watres.2024.121130_bib0013","series-title":"Groundwater and Sustainable Development Goals: Analysis of Interlinkages","author":"Guppy","year":"2018"},{"key":"10.1016\/j.watres.2024.121130_bib0014","doi-asserted-by":"crossref","DOI":"10.1016\/j.petrol.2020.107308","article-title":"Fractionation of alkylated carbazoles in petroleum during subsurface migration: evidence from molecular simulation and application in sandstone reservoirs","volume":"191","author":"Han","year":"2020","journal-title":"J. Pet. Sci. Eng."},{"key":"10.1016\/j.watres.2024.121130_bib0015","doi-asserted-by":"crossref","first-page":"161","DOI":"10.1007\/s11306-011-0366-4","article-title":"Missing values in mass spectrometry based metabolomics: an undervalued step in the data processing pipeline","volume":"8","author":"Hrydziuszko","year":"2012","journal-title":"Metabolomics"},{"key":"10.1016\/j.watres.2024.121130_bib0016","doi-asserted-by":"crossref","DOI":"10.1088\/1755-1315\/614\/1\/012083","article-title":"Types of contamination in landfills and effects on the environment: a review study","volume":"614","author":"Iravanian","year":"2020","journal-title":"IOP Conf. Ser. Earth Environ. Sci."},{"issue":"Spec No 1","key":"10.1016\/j.watres.2024.121130_bib0017","doi-asserted-by":"crossref","first-page":"27","DOI":"10.1007\/BF02987422","article-title":"The toxicity and fate of phenolic pollutants in the contaminated soils associated with the oil-shale industry","author":"Kahru","year":"2002","journal-title":"Environ. Sci. Pollut. Res. Int."},{"key":"10.1016\/j.watres.2024.121130_bib0018","doi-asserted-by":"crossref","first-page":"150","DOI":"10.1016\/j.aca.2020.07.029","article-title":"Application of high resolution mass spectrometric methods coupled with chemometric techniques in olive oil authenticity studies - a review","volume":"1134","author":"Kalogiouri","year":"2020","journal-title":"Anal. Chim. Acta"},{"key":"10.1016\/j.watres.2024.121130_bib0019","doi-asserted-by":"crossref","first-page":"7529","DOI":"10.1007\/s11356-015-4237-9","article-title":"Identification and quantification of biomarkers and polycyclic aromatic hydrocarbons (PAHs) in an aged mixed contaminated site: from source to soil","volume":"22","author":"Kao","year":"2015","journal-title":"Environ. Sci. Pollut. Res."},{"key":"10.1016\/j.watres.2024.121130_bib0020","doi-asserted-by":"crossref","DOI":"10.1016\/j.envres.2022.113171","article-title":"New Insights in factors affecting ground water quality with focus on health risk assessment and remediation techniques","volume":"212","author":"Kayastha","year":"2022","journal-title":"Environ. Res."},{"key":"10.1016\/j.watres.2024.121130_bib0021","doi-asserted-by":"crossref","DOI":"10.1016\/j.chemosphere.2021.130124","article-title":"Source allocation of per- and polyfluoroalkyl substances (PFAS) with supervised machine learning: classification performance and the role of feature selection in an expanded dataset","volume":"275","author":"Kibbey","year":"2021","journal-title":"Chemosphere"},{"key":"10.1016\/j.watres.2024.121130_bib0022","unstructured":"Kim G. US military leaves rich history, environmental concerns as Yongsan move gains momentum. Stars Stripes 2018. https:\/\/www.stripes.com\/theaters\/asia_pacific\/us-military-leaves-rich-history-environmental-concerns-as-yongsan-move-gains-momentum-1.514046 (accessed February 14, 2023)."},{"key":"10.1016\/j.watres.2024.121130_bib0023","doi-asserted-by":"crossref","first-page":"558","DOI":"10.1002\/cem.1346","article-title":"Some common misunderstandings in chemometrics","volume":"24","author":"Kjeldahl","year":"2010","journal-title":"J. Chemom."},{"key":"10.1016\/j.watres.2024.121130_bib0024","doi-asserted-by":"crossref","first-page":"1561","DOI":"10.2175\/106143017X15023776270584","article-title":"Groundwater pollution and vulnerability assessment","volume":"89","author":"Kurwadkar","year":"2017","journal-title":"Water Environ. Res."},{"key":"10.1016\/j.watres.2024.121130_bib0025","doi-asserted-by":"crossref","first-page":"11","DOI":"10.1016\/j.ecoenv.2019.05.070","article-title":"Optimization of suspect and non-target analytical methods using GC\/TOF for prioritization of emerging contaminants in the Arctic environment","volume":"181","author":"Lee","year":"2019","journal-title":"Ecotoxicol. Environ. Saf."},{"key":"10.1016\/j.watres.2024.121130_bib0026","doi-asserted-by":"crossref","DOI":"10.1016\/j.marpolbul.2021.112782","article-title":"Phthalate esters in surface sediments from fishing ports in Circum-Bohai-Sea region, China","volume":"171","author":"Liu","year":"2021","journal-title":"Mar. Pollut. Bull."},{"key":"10.1016\/j.watres.2024.121130_bib0027","doi-asserted-by":"crossref","first-page":"100","DOI":"10.1016\/j.aquatox.2009.04.006","article-title":"Comparative toxicity of racemic metolachlor and S-metolachlor to Chlorella pyrenoidosa","volume":"93","author":"Liu","year":"2009","journal-title":"Aquat. Toxicol."},{"key":"10.1016\/j.watres.2024.121130_bib0028","doi-asserted-by":"crossref","DOI":"10.1016\/j.scitotenv.2022.155382","article-title":"Assessing spatiotemporal sources of biogenic and anthropogenic sedimentary organic matter from the mainstream Haihe River, China: using n-alkanes as indicators","volume":"834","author":"Liu","year":"2022","journal-title":"Sci. Total Environ."},{"key":"10.1016\/j.watres.2024.121130_bib0029","doi-asserted-by":"crossref","first-page":"3522","DOI":"10.1016\/j.envpol.2011.08.015","article-title":"Concentrations and assessment of exposure to siloxanes and synthetic musks in personal care products from China","volume":"159","author":"Lu","year":"2011","journal-title":"Environ. Pollut."},{"key":"10.1016\/j.watres.2024.121130_bib0030","unstructured":"Malnou A. Nail enamel composition containing a primary film forming polymer, a citrate ester, and an aldehyde condensation product. US20040022749A1, 2004."},{"key":"10.1016\/j.watres.2024.121130_bib0031","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1016\/j.jsps.2012.03.002","article-title":"Quinoline: a versatile heterocyclic","volume":"21","author":"Marella","year":"2013","journal-title":"Saudi Pharm. J."},{"key":"10.1016\/j.watres.2024.121130_bib0032","doi-asserted-by":"crossref","first-page":"86","DOI":"10.1016\/j.chroma.2014.04.017","article-title":"Ultra-high performance liquid chromatography\u2013quadrupole time-of-flight mass spectrometry to identify contaminants in water: an insight on environmental forensics","volume":"1345","author":"Masi\u00e1","year":"2014","journal-title":"J. Chromatogr. A"},{"key":"10.1016\/j.watres.2024.121130_bib0033","doi-asserted-by":"crossref","DOI":"10.1016\/j.scitotenv.2020.144506","article-title":"GC-HRMS with complementary ionization techniques for target and non-target screening for chemical exposure: expanding the insights of the air pollution markers in Moscow Snow","volume":"761","author":"Mazur","year":"2021","journal-title":"Sci. Total Environ."},{"key":"10.1016\/j.watres.2024.121130_bib0034","doi-asserted-by":"crossref","first-page":"358","DOI":"10.1039\/C9AY02134E","article-title":"Determination of benzophenone and related compounds in plastic packaged baby food by ultra-high-performance liquid chromatography coupled to tandem mass spectrometry","volume":"12","author":"Medina-P\u00e9rez","year":"2020","journal-title":"Anal. Methods"},{"key":"10.1016\/j.watres.2024.121130_bib0035","doi-asserted-by":"crossref","first-page":"1553","DOI":"10.1021\/acs.est.6b05352","article-title":"LC- and GC-QTOF-MS as complementary tools for a comprehensive micropollutant analysis in aquatic systems","volume":"51","author":"Moschet","year":"2017","journal-title":"Environ. Sci. Technol."},{"key":"10.1016\/j.watres.2024.121130_bib0036","first-page":"4951","article-title":"Biodegradation of phenol","volume":"7","author":"Nair","year":"2008","journal-title":"Afr. J. Biotechnol."},{"key":"10.1016\/j.watres.2024.121130_bib0037","doi-asserted-by":"crossref","first-page":"122","DOI":"10.1016\/S0167-4838(02)00365-5","article-title":"A novel enzyme, 2\u2032-hydroxybiphenyl-2-sulfinate desulfinase (DszB), from a dibenzothiophene-desulfurizing bacterium Rhodococcus erythropolis KA2-5-1: gene overexpression and enzyme characterization","volume":"1598","author":"Nakayama","year":"2002","journal-title":"Biochim. Biophys. Acta BBA - Proteins Proteomics"},{"key":"10.1016\/j.watres.2024.121130_bib0038","doi-asserted-by":"crossref","first-page":"287","DOI":"10.1080\/15569520701555383","article-title":"Comedogenicity in rabbit: some cosmetic ingredients\/vehicles","volume":"26","author":"Nguyen","year":"2007","journal-title":"Cutan. Ocul. Toxicol."},{"key":"10.1016\/j.watres.2024.121130_bib0039","unstructured":"Nishizawa K., Hamada K., Aratani T. Process for the production of 4-hydroxybenzaldehyde derivatives. EP0012939B1, 1983."},{"key":"10.1016\/j.watres.2024.121130_bib0040","doi-asserted-by":"crossref","first-page":"51","DOI":"10.1016\/j.jpba.2011.10.024","volume":"60","author":"Pauwels","year":"2012","journal-title":"J. Pharm. Biomed. Anal."},{"key":"10.1016\/j.watres.2024.121130_bib0041","doi-asserted-by":"crossref","first-page":"10317","DOI":"10.1021\/acs.est.8b03287","article-title":"Using high-resolution mass spectrometry to identify organic contaminants linked to urban stormwater mortality syndrome in Coho Salmon","volume":"52","author":"Peter","year":"2018","journal-title":"Environ. Sci. Technol."},{"key":"10.1016\/j.watres.2024.121130_bib0042","doi-asserted-by":"crossref","DOI":"10.1088\/1748-9326\/ab8333","article-title":"Source forensics of n-alkanes and n-fatty acids in urban aerosols using compound specific radiocarbon\/stable carbon isotopic composition","volume":"15","author":"Ren","year":"2020","journal-title":"Environ. Res. Lett."},{"key":"10.1016\/j.watres.2024.121130_bib0043","doi-asserted-by":"crossref","DOI":"10.1016\/j.foodchem.2022.133377","article-title":"Fingerprinting based on gas chromatography-Orbitrap high-resolution mass spectrometry and chemometrics to reveal geographical origin, processing, and volatile markers for thyme authentication","volume":"393","author":"Rivera-P\u00e9rez","year":"2022","journal-title":"Food Chem."},{"key":"10.1016\/j.watres.2024.121130_bib0044","doi-asserted-by":"crossref","first-page":"2097","DOI":"10.1021\/es5002105","article-title":"Identifying small molecules via high resolution mass spectrometry: communicating confidence","volume":"48","author":"Schymanski","year":"2014","journal-title":"Environ. Sci. Technol."},{"key":"10.1016\/j.watres.2024.121130_bib0045","doi-asserted-by":"crossref","first-page":"10570","DOI":"10.1021\/acs.est.0c03709","article-title":"Tris(2,4-di-tert-butylphenyl)phosphate: an unexpected abundant toxic pollutant found in PM2.5","volume":"54","author":"Shi","year":"2020","journal-title":"Environ. Sci. Technol."},{"key":"10.1016\/j.watres.2024.121130_bib0046","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1080\/152873902753338572","article-title":"Sources, pathways, and relative risks of contaminants in surface water and groundwater: a perspective prepared for the Walkerton inquiry","volume":"65","author":"Sibley","year":"2002","journal-title":"J. Toxicol. Environ. Health A"},{"key":"10.1016\/j.watres.2024.121130_bib0047","doi-asserted-by":"crossref","DOI":"10.1016\/j.scitotenv.2022.157835","article-title":"Evaluation of sample preparation methods for suspect and non-target screening in water, sediment, and biota samples using gas chromatography coupled to high-resolution mass spectrometry","volume":"849","author":"Sim","year":"2022","journal-title":"Sci. Total Environ."},{"key":"10.1016\/j.watres.2024.121130_bib0048","doi-asserted-by":"crossref","first-page":"448","DOI":"10.1021\/es000077n","article-title":"Flame retardants in indoor air at an electronics recycling plant and at other work environments","volume":"35","author":"Sj\u00f6din","year":"2001","journal-title":"Environ. Sci. Technol."},{"key":"10.1016\/j.watres.2024.121130_bib0049","doi-asserted-by":"crossref","first-page":"14707","DOI":"10.1038\/s41598-022-19169-6","article-title":"Nondestructive classification of soft rot disease in napa cabbage using hyperspectral imaging analysis","volume":"12","author":"Song","year":"2022","journal-title":"Sci. Rep."},{"key":"10.1016\/j.watres.2024.121130_bib0050","doi-asserted-by":"crossref","first-page":"867938","DOI":"10.3389\/frans.2022.867938","article-title":"Review of variable selection methods for discriminant-type problems in chemometrics","volume":"2","author":"Sorochan Armstrong","year":"2022","journal-title":"Front. Anal. Sci."},{"key":"10.1016\/j.watres.2024.121130_bib0051","doi-asserted-by":"crossref","first-page":"14","DOI":"10.1016\/j.emcon.2015.07.001","article-title":"Occurrence, sources and fate of pharmaceuticals and personal care products in the groundwater: a review","volume":"1","author":"Sui","year":"2015","journal-title":"Emerg. Contam."},{"key":"10.1016\/j.watres.2024.121130_bib0052","doi-asserted-by":"crossref","first-page":"3","DOI":"10.1007\/s11306-011-0330-3","article-title":"Double-check: validation of diagnostic statistics for PLS-DA models in metabolomics studies","volume":"8","author":"Szyma\u0144ska","year":"2012","journal-title":"Metabolomics"},{"key":"10.1016\/j.watres.2024.121130_bib0053","doi-asserted-by":"crossref","first-page":"90","DOI":"10.1111\/j.1745-6592.1991.tb00398.x","article-title":"A gas chromatographic\/chemical indicator approach to assessing ground water contamination by petroleum products","volume":"11","author":"Thomas","year":"1991","journal-title":"Groundw. Monit. Remediat."},{"key":"10.1016\/j.watres.2024.121130_bib0054","unstructured":"U.S. EIA. Frequently Asked Questions (FAQs) - U.S. Energy Information Administration (EIA). US Energy Inf Adm EIA 2022. https:\/\/www.eia.gov\/tools\/faqs\/faq.php?id=847&t=6 (accessed April 11, 2022)."},{"key":"10.1016\/j.watres.2024.121130_bib0055","doi-asserted-by":"crossref","first-page":"142","DOI":"10.1186\/1471-2164-7-142","article-title":"Centering, scaling, and transformations: improving the biological information content of metabolomics data","volume":"7","author":"van den Berg","year":"2006","journal-title":"BMC Genomics"},{"key":"10.1016\/j.watres.2024.121130_bib0056","doi-asserted-by":"crossref","first-page":"4694","DOI":"10.1039\/C4AN00815D","article-title":"Discovery and identification of a series of alkyl decalin isomers in petroleum geological samples","volume":"140","author":"Wang","year":"2015","journal-title":"Analyst"},{"key":"10.1016\/j.watres.2024.121130_bib0057","doi-asserted-by":"crossref","first-page":"163","DOI":"10.1007\/s10439-022-03070-4","article-title":"Improved GSimp: a flexible missing value imputation method to support regulatory bioequivalence assessment","volume":"51","author":"Wang","year":"2023","journal-title":"Ann. Biomed. Eng."},{"key":"10.1016\/j.watres.2024.121130_bib0058","doi-asserted-by":"crossref","DOI":"10.1016\/j.envint.2020.105599","article-title":"Suspect and non-target screening of pesticides and pharmaceuticals transformation products in wastewater using QTOF-MS","volume":"137","author":"Wang","year":"2020","journal-title":"Environ. Int."},{"key":"10.1016\/j.watres.2024.121130_bib0059","doi-asserted-by":"crossref","first-page":"3676","DOI":"10.1021\/acs.est.0c07008","article-title":"Risk assessment of agricultural plastic films based on release kinetics of phthalate acid esters","volume":"55","author":"Wang","year":"2021","journal-title":"Environ. Sci. Technol."},{"key":"10.1016\/j.watres.2024.121130_bib0060","first-page":"851","article-title":"Source identification of an unknown spilled oil from Quebec (1998) by unique biomarkers and diagnostic ratios of \u201csource-specific marker\u201d compounds","volume":"20","author":"Wang","year":"1999","journal-title":"Environ. Technol."},{"key":"10.1016\/j.watres.2024.121130_bib0061","doi-asserted-by":"crossref","DOI":"10.1016\/j.envint.2020.105848","article-title":"Hazards of diethyl phthalate (DEP) exposure: a systematic review of animal toxicology studies","volume":"145","author":"Weaver","year":"2020","journal-title":"Environ. Int."},{"key":"10.1016\/j.watres.2024.121130_bib0062","doi-asserted-by":"crossref","DOI":"10.1371\/journal.pcbi.1005973","article-title":"GSimp: a Gibbs sampler based left-censored missing value imputation approach for metabolomics studies","volume":"14","author":"Wei","year":"2018","journal-title":"PLOS Comput. Biol."},{"key":"10.1016\/j.watres.2024.121130_bib0063","doi-asserted-by":"crossref","DOI":"10.1002\/0471250953.bi1410s34","article-title":"Metabolomic data processing, analysis, and interpretation using metaboanalyst","volume":"34","author":"Xia","year":"2011","journal-title":"Curr. Protoc. Bioinforma."},{"key":"10.1016\/j.watres.2024.121130_bib0064","doi-asserted-by":"crossref","DOI":"10.1016\/j.chroma.2020.461577","article-title":"Application of gas chromatography-high resolution quadrupole time-of-flight mass spectrometry in fingerprinting analysis of polycyclic aromatic sulfur heterocycles","volume":"1630","author":"Yang","year":"2020","journal-title":"J. Chromatogr. A"},{"key":"10.1016\/j.watres.2024.121130_bib0065","doi-asserted-by":"crossref","first-page":"4475","DOI":"10.1016\/j.chroma.2009.03.024","article-title":"Characteristics of bicyclic sesquiterpanes in crude oils and petroleum products","volume":"1216","author":"Yang","year":"2009","journal-title":"J. Chromatogr. A"},{"key":"10.1016\/j.watres.2024.121130_bib0066","doi-asserted-by":"crossref","first-page":"4","DOI":"10.3389\/fmolb.2015.00004","article-title":"A data preprocessing strategy for metabolomics to reduce the mask effect in data analysis","volume":"2","author":"Yang","year":"2015","journal-title":"Front. Mol. Biosci."},{"key":"10.1016\/j.watres.2024.121130_bib0067","doi-asserted-by":"crossref","first-page":"12841","DOI":"10.1021\/acs.est.8b04495","article-title":"Phthalate and organophosphate plasticizers in nail polish: evaluation of labels and ingredients","volume":"52","author":"Young","year":"2018","journal-title":"Environ. Sci. Technol."},{"key":"10.1016\/j.watres.2024.121130_bib0068","doi-asserted-by":"crossref","first-page":"4601","DOI":"10.1021\/ie980302y","article-title":"Thermal decomposition of jet fuel model compounds under near-critical and supercritical conditions. 2. Decalin and Tetralin","volume":"37","author":"Yu","year":"1998","journal-title":"Ind. Eng. Chem. Res."},{"key":"10.1016\/j.watres.2024.121130_bib0069","doi-asserted-by":"crossref","first-page":"01146","DOI":"10.1051\/e3sconf\/202123301146","article-title":"Study on pollution characteristics of shale refinery wastewater","volume":"233","author":"Yuting","year":"2021","journal-title":"E3S Web Conf."},{"key":"10.1016\/j.watres.2024.121130_bib0070","first-page":"12741","article-title":"Machine learning: new ideas and tools in environmental science and engineering","volume":"55","author":"Zhong","year":"2021","journal-title":"Environ. Sci. Technol."}],"container-title":["Water Research"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/api.elsevier.com\/content\/article\/PII:S0043135424000319?httpAccept=text\/xml","content-type":"text\/xml","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/api.elsevier.com\/content\/article\/PII:S0043135424000319?httpAccept=text\/plain","content-type":"text\/plain","content-version":"vor","intended-application":"text-mining"}],"deposited":{"date-parts":[[2025,1,26]],"date-time":"2025-01-26T21:02:58Z","timestamp":1737925378000},"score":1,"resource":{"primary":{"URL":"https:\/\/linkinghub.elsevier.com\/retrieve\/pii\/S0043135424000319"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2024,3]]},"references-count":70,"alternative-id":["S0043135424000319"],"URL":"https:\/\/doi.org\/10.1016\/j.watres.2024.121130","relation":{},"ISSN":["0043-1354"],"issn-type":[{"value":"0043-1354","type":"print"}],"subject":[],"published":{"date-parts":[[2024,3]]},"assertion":[{"value":"Elsevier","name":"publisher","label":"This article is maintained by"},{"value":"Identification of organic chemical indicators for tracking pollution sources in groundwater by machine learning from GC-HRMS-based suspect and non-target screening data","name":"articletitle","label":"Article Title"},{"value":"Water Research","name":"journaltitle","label":"Journal Title"},{"value":"https:\/\/doi.org\/10.1016\/j.watres.2024.121130","name":"articlelink","label":"CrossRef DOI link to publisher maintained version"},{"value":"article","name":"content_type","label":"Content Type"},{"value":"\u00a9 2024 Elsevier Ltd. All rights reserved.","name":"copyright","label":"Copyright"}],"article-number":"121130"}}