Excitation Emission Matrix Fluorescence Spectroscopy for Combustion Generated Particulate Matter Source Identification.
Diesel
Fluorescence
Neural Network
Particulate Matter
Source Apportionment
Woodsmoke
Journal
Atmospheric environment (Oxford, England : 1994)
ISSN: 1352-2310
Titre abrégé: Atmos Environ (1994)
Pays: England
ID NLM: 9888534
Informations de publication
Date de publication:
01 Jan 2020
01 Jan 2020
Historique:
entrez:
8
4
2020
pubmed:
8
4
2020
medline:
8
4
2020
Statut:
ppublish
Résumé
The inhalation of particulate matter (PM) is a significant health risk associated with reduced life expectancy due to increased cardio-pulmonary disease and exacerbation of respiratory diseases such as asthma and pneumonia. PM originates from natural and anthropogenic sources including combustion engines, cigarettes, agricultural burning, and forest fires. Identifying the source of PM can inform effective mitigation strategies and policies, but this is difficult to do using current techniques. Here we present a method for identifying PM source using excitation emission matrix (EEM) fluorescence spectroscopy and a machine learning algorithm. We collected combustion generated PM
Identifiants
pubmed: 32256182
doi: 10.1016/j.atmosenv.2019.117065
pmc: PMC7111209
mid: NIHMS1541991
pii:
doi:
Types de publication
Journal Article
Langues
eng
Subventions
Organisme : NIEHS NIH HHS
ID : P30 ES007033
Pays : United States
Organisme : NIBIB NIH HHS
ID : U01 EB021923
Pays : United States
Références
Int J Environ Res Public Health. 2018 Jun 08;15(6):
pubmed: 29890638
J Air Waste Manag Assoc. 2015 May;65(5):544-58
pubmed: 25947313
Environ Sci Technol. 2016 May 17;50(10):4895-904
pubmed: 27010639
Anal Chim Acta. 2007 Apr 11;588(2):192-9
pubmed: 17386810
Compr Physiol. 2013 Oct;3(4):1437-71
pubmed: 24265235
J Allergy Clin Immunol. 2007 Nov;120(5 Suppl):S94-138
pubmed: 17983880
Sci Total Environ. 2016 Oct 15;568:391-401
pubmed: 27304373
Anal Chem. 2008 Oct 1;80(19):7248-56
pubmed: 18752340
Environ Sci Technol. 2010 Dec 15;44(24):9405-12
pubmed: 21069954
JMIR Mhealth Uhealth. 2018 Dec 21;6(12):e12023
pubmed: 30578204
Lancet. 2018 Nov 10;392(10159):1923-1994
pubmed: 30496105
Environ Health Perspect. 2011 Dec;119(12):1691-9
pubmed: 21810552
Water Res. 2010 Oct;44(18):5356-66
pubmed: 20619434
Analyst. 2006 Dec;131(12):1308-15
pubmed: 17124538
Inhal Toxicol. 2008 Jan;20(1):49-52
pubmed: 18236222
Environ Health Perspect. 2014 Feb;122(2):138-44
pubmed: 24213019
Environ Sci Technol. 2016 May 3;50(9):4712-21
pubmed: 27023334
Lab Chip. 2016 Apr 21;16(8):1293-313
pubmed: 27043204
J Allergy Clin Immunol. 1999 Oct;104(4 Pt 1):717-22
pubmed: 10518814
Anal Chem. 2018 Nov 6;90(21):12493-12502
pubmed: 30293422
Environ Sci Technol. 2016 Oct 4;50(19):10351-10360
pubmed: 27518497
Am J Epidemiol. 2005 Mar 1;161(5):406-11
pubmed: 15718476
J Air Waste Manag Assoc. 2001 Dec;51(12):1650-3
pubmed: 15666469