Articles | Volume 16, issue 19
https://doi.org/10.5194/acp-16-12715-2016
© Author(s) 2016. This work is distributed under
the Creative Commons Attribution 3.0 License.
the Creative Commons Attribution 3.0 License.
https://doi.org/10.5194/acp-16-12715-2016
© Author(s) 2016. This work is distributed under
the Creative Commons Attribution 3.0 License.
the Creative Commons Attribution 3.0 License.
Source characterization of highly oxidized multifunctional compounds in a boreal forest environment using positive matrix factorization
Department of Physics, University of Helsinki, Helsinki, 00140,
Finland
Wei Nie
CORRESPONDING AUTHOR
Joint International Research Laboratory of Atmospheric and Earth
System Sciences, School of Atmospheric Sciences, Nanjing University,
Nanjing, 210046, China
Department of Physics, University of Helsinki, Helsinki, 00140,
Finland
Mikko Äijälä
Department of Physics, University of Helsinki, Helsinki, 00140,
Finland
Matti P. Rissanen
Department of Physics, University of Helsinki, Helsinki, 00140,
Finland
Manjula R. Canagaratna
Aerodyne Research, Inc., Billerica, MA 01821, USA
Paola Massoli
Aerodyne Research, Inc., Billerica, MA 01821, USA
Heikki Junninen
Department of Physics, University of Helsinki, Helsinki, 00140,
Finland
Tuija Jokinen
Department of Physics, University of Helsinki, Helsinki, 00140,
Finland
now at: Department of Chemistry, University of California, Irvine, CA,
92617, USA
Nina Sarnela
Department of Physics, University of Helsinki, Helsinki, 00140,
Finland
Silja A. K. Häme
Department of Physics, University of Helsinki, Helsinki, 00140,
Finland
Siegfried Schobesberger
Department of Physics, University of Helsinki, Helsinki, 00140,
Finland
now at: Department of Atmospheric Sciences, University of Washington,
Seattle, Washington 98195, USA
Francesco Canonaco
Laboratory of Atmospheric Chemistry, Paul Scherrer Institute,
Villigen, 5232, Switzerland
Lei Yao
Shanghai Key Laboratory of Atmospheric Particle Pollution and
Prevention (LAP3), Department of Environmental Science & Engineering,
Fudan University, Shanghai, 200433, China
André S. H. Prévôt
Laboratory of Atmospheric Chemistry, Paul Scherrer Institute,
Villigen, 5232, Switzerland
Tuukka Petäjä
Department of Physics, University of Helsinki, Helsinki, 00140,
Finland
Joint International Research Laboratory of Atmospheric and Earth
System Sciences, School of Atmospheric Sciences, Nanjing University,
Nanjing, 210046, China
Markku Kulmala
Department of Physics, University of Helsinki, Helsinki, 00140,
Finland
Mikko Sipilä
Department of Physics, University of Helsinki, Helsinki, 00140,
Finland
Douglas R. Worsnop
Department of Physics, University of Helsinki, Helsinki, 00140,
Finland
Aerodyne Research, Inc., Billerica, MA 01821, USA
Mikael Ehn
Department of Physics, University of Helsinki, Helsinki, 00140,
Finland
Viewed
Total article views: 5,301 (including HTML, PDF, and XML)
Cumulative views and downloads
(calculated since 12 May 2016)
HTML | XML | Total | Supplement | BibTeX | EndNote | |
---|---|---|---|---|---|---|
3,059 | 2,111 | 131 | 5,301 | 883 | 87 | 172 |
- HTML: 3,059
- PDF: 2,111
- XML: 131
- Total: 5,301
- Supplement: 883
- BibTeX: 87
- EndNote: 172
Total article views: 4,500 (including HTML, PDF, and XML)
Cumulative views and downloads
(calculated since 12 Oct 2016)
HTML | XML | Total | Supplement | BibTeX | EndNote | |
---|---|---|---|---|---|---|
2,606 | 1,778 | 116 | 4,500 | 690 | 78 | 150 |
- HTML: 2,606
- PDF: 1,778
- XML: 116
- Total: 4,500
- Supplement: 690
- BibTeX: 78
- EndNote: 150
Total article views: 801 (including HTML, PDF, and XML)
Cumulative views and downloads
(calculated since 12 May 2016)
HTML | XML | Total | Supplement | BibTeX | EndNote | |
---|---|---|---|---|---|---|
453 | 333 | 15 | 801 | 193 | 9 | 22 |
- HTML: 453
- PDF: 333
- XML: 15
- Total: 801
- Supplement: 193
- BibTeX: 9
- EndNote: 22
Cited
113 citations as recorded by crossref.
- Observations of biogenic ion-induced cluster formation in the atmosphere C. Rose et al. 10.1126/sciadv.aar5218
- Perspective on the Recent Measurements of Reduced Nitrogen Compounds in the Atmosphere S. Lee 10.3389/fenvs.2022.868534
- Ordinal analysis applied to the results of positive matrix factorization of chemical ionization mass spectrometry data X. Kong & J. Pettersson 10.1016/j.mex.2020.101170
- Atmospheric organic vapors in two European pine forests measured by a Vocus PTR-TOF: insights into monoterpene and sesquiterpene oxidation processes H. Li et al. 10.5194/acp-21-4123-2021
- Recent advances in mass spectrometry techniques for atmospheric chemistry research on molecular‐level W. Zhang et al. 10.1002/mas.21857
- Molecular characterization of oxidized organic nitrogen in the polluted urban atmosphere of Beijing L. Liu et al. 10.1016/j.scitotenv.2024.177109
- Enhancement of nanoparticle formation and growth during the COVID-19 lockdown period in urban Beijing X. Shen et al. 10.5194/acp-21-7039-2021
- Formation of condensable organic vapors from anthropogenic and biogenic volatile organic compounds (VOCs) is strongly perturbed by NO<sub><i>x</i></sub> in eastern China Y. Liu et al. 10.5194/acp-21-14789-2021
- Unambiguous identification of N-containing oxygenated organic molecules using a chemical-ionization Orbitrap (CI-Orbitrap) in an eastern Chinese megacity Y. Lu et al. 10.5194/acp-23-3233-2023
- Tracking changes in atmospheric particulate matter at a semi-urban site in Central France over the past decade Y. Jiao et al. 10.1016/j.scitotenv.2023.163807
- Experimental investigation into the volatilities of highly oxygenated organic molecules (HOMs) O. Peräkylä et al. 10.5194/acp-20-649-2020
- Influence of anthropogenic emissions on the composition of highly oxygenated organic molecules in Helsinki: a street canyon and urban background station comparison M. Okuljar et al. 10.5194/acp-23-12965-2023
- Exploring condensable organic vapors and their co-occurrence with PM2.5and O3in winter in Eastern China Y. Liu et al. 10.1039/D2EA00143H
- Molecular insights into new particle formation in Barcelona, Spain J. Brean et al. 10.5194/acp-20-10029-2020
- Summertime C1-C5 alkyl nitrates over Beijing, northern China: Spatial distribution, regional transport, and formation mechanisms J. Sun et al. 10.1016/j.atmosres.2018.01.014
- Influence of synoptic condition and holiday effects on VOCs and ozone production in the Yangtze River Delta region, China Z. Xu et al. 10.1016/j.atmosenv.2017.08.035
- Laser Ablation-Aerosol Mass Spectrometry-Chemical Ionization Mass Spectrometry for Ambient Surface Imaging J. Berry et al. 10.1021/acs.analchem.7b05255
- Groundwater and surface water quality characterization through positive matrix factorization combined with GIS approach C. Zanotti et al. 10.1016/j.watres.2019.04.058
- Diurnal evolution of negative atmospheric ions above the boreal forest: from ground level to the free troposphere L. Beck et al. 10.5194/acp-22-8547-2022
- Characterization of particulate organic nitrates in the Yangtze River Delta, East China, using the time-of-flight aerosol chemical speciation monitor D. Ge et al. 10.1016/j.atmosenv.2021.118927
- On the potential use of highly oxygenated organic molecules (HOMs) as indicators for ozone formation sensitivity J. Zhang et al. 10.5194/acp-24-2885-2024
- Important role of aromatic hydrocarbons in SOA formation from unburned gasoline vapor T. Chen et al. 10.1016/j.atmosenv.2019.01.001
- Selective deuteration as a tool for resolving autoxidation mechanisms in α-pinene ozonolysis M. Meder et al. 10.5194/acp-23-4373-2023
- Particle-Bound Highly Oxidized Organic Molecules Derived from Aromatic Hydrocarbons in an Urban Atmosphere M. Zhu et al. 10.1021/acs.estlett.2c00841
- Field Detection of Highly Oxygenated Organic Molecules in Shanghai by Chemical Ionization–Orbitrap Y. Zhang et al. 10.1021/acs.est.1c08346
- Solar eclipse demonstrating the importance of photochemistry in new particle formation T. Jokinen et al. 10.1038/srep45707
- Effect of NO<sub><i>x</i></sub> on 1,3,5-trimethylbenzene (TMB) oxidation product distribution and particle formation E. Tsiligiannis et al. 10.5194/acp-19-15073-2019
- Fragmentation inside proton-transfer-reaction-based mass spectrometers limits the detection of ROOR and ROOH peroxides H. Li et al. 10.5194/amt-15-1811-2022
- Contribution of Atmospheric Oxygenated Organic Compounds to Particle Growth in an Urban Environment X. Qiao et al. 10.1021/acs.est.1c02095
- Multi-generation OH oxidation as a source for highly oxygenated organic molecules from aromatics O. Garmash et al. 10.5194/acp-20-515-2020
- Measurement report: Insights into the chemical composition and origin of molecular clusters and potential precursor molecules present in the free troposphere over the southern Indian Ocean: observations from the Maïdo Observatory (2150 m a.s.l., Réunion) R. Salignat et al. 10.5194/acp-24-3785-2024
- Anthropogenic processes drive spatiotemporal variability of sulfate in groundwater from a multi-aquifer system: Dilution caused by mine drainage C. Wang et al. 10.1016/j.jconhyd.2024.104358
- Modelling studies of HOMs and their contributions to new particle formation and growth: comparison of boreal forest in Finland and a polluted environment in China X. Qi et al. 10.5194/acp-18-11779-2018
- Alkyl nitrates in the boreal forest: formation via the NO<sub>3</sub>-, OH- and O<sub>3</sub>-induced oxidation of biogenic volatile organic compounds and ambient lifetimes J. Liebmann et al. 10.5194/acp-19-10391-2019
- Application of fuzzy c-means clustering for analysis of chemical ionization mass spectra: insights into the gas phase chemistry of NO3-initiated oxidation of isoprene R. Wu et al. 10.5194/amt-17-1811-2024
- Nighttime reactions of a series of unsaturated alcohols with NO3•: Kinetics, products and mechanisms study Y. Xu et al. 10.1016/j.jes.2024.03.043
- Highly oxygenated organic molecule (HOM) formation in the isoprene oxidation by NO<sub>3</sub> radical D. Zhao et al. 10.5194/acp-21-9681-2021
- Insufficient Condensable Organic Vapors Lead to Slow Growth of New Particles in an Urban Environment X. Li et al. 10.1021/acs.est.2c01566
- Seasonal variation in oxygenated organic molecules in urban Beijing and their contribution to secondary organic aerosol Y. Guo et al. 10.5194/acp-22-10077-2022
- Controlled nitric oxide production via O(<sup>1</sup>D) + N<sub>2</sub>O reactions for use in oxidation flow reactor studies A. Lambe et al. 10.5194/amt-10-2283-2017
- Cloud response to co-condensation of water and organic vapors over the boreal forest L. Heikkinen et al. 10.5194/acp-24-5117-2024
- Molecular characterization and optical properties of primary emissions from a residential wood burning boiler X. Kong et al. 10.1016/j.scitotenv.2020.142143
- Quantifying New Sources of Ambient Organic Aerosol and Their Roles in Particle Growth Using Oxygenated Organic Molecule (OOM) Tracers Y. Zhao et al. 10.1021/acs.estlett.4c00536
- Evaluation of the chemical composition of gas- and particle-phase products of aromatic oxidation A. Mehra et al. 10.5194/acp-20-9783-2020
- Chemical identification of new particle formation and growth precursors through positive matrix factorization of ambient ion measurements D. Katz et al. 10.5194/acp-23-5567-2023
- Vertical characterization of highly oxygenated molecules (HOMs) below and above a boreal forest canopy Q. Zha et al. 10.5194/acp-18-17437-2018
- Dimensionality-reduction techniques for complex mass spectrometric datasets: application to laboratory atmospheric organic oxidation experiments A. Koss et al. 10.5194/acp-20-1021-2020
- Comparison of dimension reduction techniques in the analysis of mass spectrometry data S. Isokääntä et al. 10.5194/amt-13-2995-2020
- Deconvolution of FIGAERO–CIMS thermal desorption profiles using positive matrix factorisation to identify chemical and physical processes during particle evaporation A. Buchholz et al. 10.5194/acp-20-7693-2020
- Mobile Near-Field Measurements of Biomass Burning Volatile Organic Compounds: Emission Ratios and Factor Analysis F. Majluf et al. 10.1021/acs.estlett.2c00194
- The Pivotal Role of Heavy Terpenes and Anthropogenic Interactions in New Particle Formation on the Southeastern Qinghai-Tibet Plateau Y. Liu et al. 10.1021/acs.est.4c04112
- Evolution of volatility and composition in sesquiterpene-mixed and <i>α</i>-pinene secondary organic aerosol particles during isothermal evaporation Z. Li et al. 10.5194/acp-21-18283-2021
- New Particle Formation in the Atmosphere: From Molecular Clusters to Global Climate S. Lee et al. 10.1029/2018JD029356
- Insights into atmospheric oxidation processes by performing factor analyses on subranges of mass spectra Y. Zhang et al. 10.5194/acp-20-5945-2020
- Theoretical study of the formation and nucleation mechanism of highly oxygenated multi-functional organic compounds produced by α-pinene X. Shi et al. 10.1016/j.scitotenv.2021.146422
- Resolving Atmospheric Oxygenated Organic Molecules in Urban Beijing Using Online Ultrahigh-Resolution Chemical Ionization Mass Spectrometry Y. Yuan et al. 10.1021/acs.est.4c04214
- Using highly time-resolved online mass spectrometry to examine biogenic and anthropogenic contributions to organic aerosol in Beijing A. Mehra et al. 10.1039/D0FD00080A
- Chemical characterization of secondary organic aerosol at a rural site in the southeastern US: insights from simultaneous high-resolution time-of-flight aerosol mass spectrometer (HR-ToF-AMS) and FIGAERO chemical ionization mass spectrometer (CIMS) measurements Y. Chen et al. 10.5194/acp-20-8421-2020
- Nitrate Radicals Suppress Biogenic New Particle Formation from Monoterpene Oxidation D. Li et al. 10.1021/acs.est.3c07958
- Measurement–model comparison of stabilized Criegee intermediate and highly oxygenated molecule production in the CLOUD chamber N. Sarnela et al. 10.5194/acp-18-2363-2018
- Precursor apportionment of atmospheric oxygenated organic molecules using a machine learning method X. Qiao et al. 10.1039/D2EA00128D
- Enigma of Urban Gaseous Oxygenated Organic Molecules: Precursor Type, Role of NOx, and Degree of Oxygenation L. Tian et al. 10.1021/acs.est.2c05047
- Measurement report: Effects of NOx and seed aerosol on highly oxygenated organic molecules (HOMs) from cyclohexene ozonolysis M. Räty et al. 10.5194/acp-21-7357-2021
- Ambient Measurements of Highly Oxidized Gas-Phase Molecules during the Southern Oxidant and Aerosol Study (SOAS) 2013 P. Massoli et al. 10.1021/acsearthspacechem.8b00028
- Monoterpene Photooxidation in a Continuous-Flow Chamber: SOA Yields and Impacts of Oxidants, NOx, and VOC Precursors J. Liu et al. 10.1021/acs.est.2c02630
- Organic aerosol source apportionment in Zurich using an extractive electrospray ionization time-of-flight mass spectrometer (EESI-TOF-MS) – Part 1: Biogenic influences and day–night chemistry in summer G. Stefenelli et al. 10.5194/acp-19-14825-2019
- Potential pre-industrial–like new particle formation induced by pure biogenic organic vapors in Finnish peatland W. Huang et al. 10.1126/sciadv.adm9191
- Highly Oxygenated Organic Molecules (HOM) from Gas-Phase Autoxidation Involving Peroxy Radicals: A Key Contributor to Atmospheric Aerosol F. Bianchi et al. 10.1021/acs.chemrev.8b00395
- Observations of highly oxidized molecules and particle nucleation in the atmosphere of Beijing J. Brean et al. 10.5194/acp-19-14933-2019
- Direct detection of gas-phase mercuric chloride by ion drift - Chemical ionization mass spectrometry A. Khalizov et al. 10.1016/j.atmosenv.2020.117687
- Tropical and Boreal Forest – Atmosphere Interactions: A Review P. Artaxo et al. 10.16993/tellusb.34
- Groundwater Quality Characterization of North Brahmaputra Basin using Positive Matrix Factorization R. Chaturvedi et al. 10.1007/s40010-020-00712-x
- HOx and NOx production in oxidation flow reactors via photolysis of isopropyl nitrite, isopropyl nitrite-d7, and 1,3-propyl dinitrite at λ = 254, 350, and 369 nm A. Lambe et al. 10.5194/amt-12-299-2019
- Linking Precursors and Volatility of Ambient Oxygenated Organic Aerosols Using Thermal Desorption Measurement and Machine Learning X. Wang et al. 10.1021/acsestair.4c00076
- Groundwater pollution source identification and apportionment using PMF and PCA-APCA-MLR receptor models in a typical mixed land-use area in Southwestern China H. Zhang et al. 10.1016/j.scitotenv.2020.140383
- Measurement report: Atmospheric new particle formation in a coastal agricultural site explained with binPMF analysis of nitrate CI-APi-TOF spectra M. Olin et al. 10.5194/acp-22-8097-2022
- Analytical methodologies for oxidized organic compounds in the atmosphere A. Tiusanen et al. 10.1039/D3EM00163F
- Isoprene versus Monoterpenes as Gas-Phase Organic Acid Precursors in the Atmosphere M. Link et al. 10.1021/acsearthspacechem.1c00093
- Organic Peroxides in Aerosol: Key Reactive Intermediates for Multiphase Processes in the Atmosphere S. Wang et al. 10.1021/acs.chemrev.2c00430
- Computational Comparison of Acetate and Nitrate Chemical Ionization of Highly Oxidized Cyclohexene Ozonolysis Intermediates and Products N. Hyttinen et al. 10.1021/acs.jpca.6b12654
- The role of highly oxygenated molecules (HOMs) in determining the composition of ambient ions in the boreal forest F. Bianchi et al. 10.5194/acp-17-13819-2017
- New particle formation (NPF) events in China urban clusters given by sever composite pollution background Q. Zhang et al. 10.1016/j.chemosphere.2020.127842
- The role of highly oxygenated organic molecules in the Boreal aerosol-cloud-climate system P. Roldin et al. 10.1038/s41467-019-12338-8
- Highly oxygenated organic molecules with high unsaturation formed upon photochemical aging of soot M. Li et al. 10.1016/j.chempr.2022.06.011
- Identification of highly oxygenated organic molecules and their role in aerosol formation in the reaction of limonene with nitrate radical Y. Guo et al. 10.5194/acp-22-11323-2022
- Road Traffic Emissions Lead to Much Enhanced New Particle Formation through Increased Growth Rates J. Brean et al. 10.1021/acs.est.3c10526
- Semi-volatile and highly oxygenated gaseous and particulate organic compounds observed above a boreal forest canopy B. Lee et al. 10.5194/acp-18-11547-2018
- Secondary organic aerosol formed by condensing anthropogenic vapours over China’s megacities W. Nie et al. 10.1038/s41561-022-00922-5
- Highly Oxygenated Molecules from Atmospheric Autoxidation of Hydrocarbons: A Prominent Challenge for Chemical Kinetics Studies M. Ehn et al. 10.1002/kin.21130
- Measurement report: Long-term measurements of aerosol precursor concentrations in the Finnish subarctic boreal forest T. Jokinen et al. 10.5194/acp-22-2237-2022
- Particle-phase processing of α-pinene NO3 secondary organic aerosol in the dark D. Bell et al. 10.5194/acp-22-13167-2022
- Ambient ozone pollution at a coal chemical industry city in the border of Loess Plateau and Mu Us Desert: characteristics, sensitivity analysis and control strategies M. Yin et al. 10.7717/peerj.11322
- Molecular Characterization of Oxygenated Organic Molecules and Their Dominating Roles in Particle Growth in Hong Kong P. Zheng et al. 10.1021/acs.est.2c09252
- Towards Federated Learning and Multi-Access Edge Computing for Air Quality Monitoring: Literature Review and Assessment S. Abimannan et al. 10.3390/su151813951
- A novel approach for simple statistical analysis of high-resolution mass spectra Y. Zhang et al. 10.5194/amt-12-3761-2019
- Insights into the chemistry of aerosol growth in Beijing: Implication of fine particle episode formation during wintertime S. Yang et al. 10.1016/j.chemosphere.2021.129776
- Measurement report: Molecular composition and volatility of gaseous organic compounds in a boreal forest – from volatile organic compounds to highly oxygenated organic molecules W. Huang et al. 10.5194/acp-21-8961-2021
- Formation of highly oxygenated organic molecules from the oxidation of limonene by OH radical: significant contribution of H-abstraction pathway H. Luo et al. 10.5194/acp-23-7297-2023
- OH, HO2, and RO2 radical chemistry in a rural forest environment: measurements, model comparisons, and evidence of a missing radical sink B. Bottorff et al. 10.5194/acp-23-10287-2023
- The Synergistic Role of Sulfuric Acid, Bases, and Oxidized Organics Governing New‐Particle Formation in Beijing C. Yan et al. 10.1029/2020GL091944
- Multifunctional Products of Isoprene Oxidation in Polluted Atmosphere and Their Contribution to SOA Z. Xu et al. 10.1029/2020GL089276
- Eight years of sub-micrometre organic aerosol composition data from the boreal forest characterized using a machine-learning approach L. Heikkinen et al. 10.5194/acp-21-10081-2021
- Current state of aerosol nucleation parameterizations for air-quality and climate modeling K. Semeniuk & A. Dastoor 10.1016/j.atmosenv.2018.01.039
- Secondary organic aerosol reduced by mixture of atmospheric vapours G. McFiggans et al. 10.1038/s41586-018-0871-y
- Chemical precursors of new particle formation in coastal New Zealand M. Peltola et al. 10.5194/acp-23-3955-2023
- The search for sparse data in molecular datasets: Application of active learning to identify extremely low volatile organic compounds V. Besel et al. 10.1016/j.jaerosci.2024.106375
- Fast heterogeneous loss of N2O5 leads to significant nighttime NOx removal and nitrate aerosol formation at a coastal background environment of southern China C. Yan et al. 10.1016/j.scitotenv.2019.04.389
- Size-dependent influence of NO x on the growth rates of organic aerosol particles C. Yan et al. 10.1126/sciadv.aay4945
- Unexpected significance of a minor reaction pathway in daytime formation of biogenic highly oxygenated organic compounds H. Shen et al. 10.1126/sciadv.abp8702
- The role of H<sub>2</sub>SO<sub>4</sub>-NH<sub>3</sub> anion clusters in ion-induced aerosol nucleation mechanisms in the boreal forest C. Yan et al. 10.5194/acp-18-13231-2018
- Unexpected High Contribution of Residential Biomass Burning to Non‐Methane Organic Gases (NMOGs) in the Yangtze River Delta Region of China Y. Gao et al. 10.1029/2021JD035050
- NO at low concentration can enhance the formation of highly oxygenated biogenic molecules in the atmosphere W. Nie et al. 10.1038/s41467-023-39066-4
- Nine-year trends of PM10 sources and oxidative potential in a rural background site in France L. Borlaza et al. 10.5194/acp-22-8701-2022
113 citations as recorded by crossref.
- Observations of biogenic ion-induced cluster formation in the atmosphere C. Rose et al. 10.1126/sciadv.aar5218
- Perspective on the Recent Measurements of Reduced Nitrogen Compounds in the Atmosphere S. Lee 10.3389/fenvs.2022.868534
- Ordinal analysis applied to the results of positive matrix factorization of chemical ionization mass spectrometry data X. Kong & J. Pettersson 10.1016/j.mex.2020.101170
- Atmospheric organic vapors in two European pine forests measured by a Vocus PTR-TOF: insights into monoterpene and sesquiterpene oxidation processes H. Li et al. 10.5194/acp-21-4123-2021
- Recent advances in mass spectrometry techniques for atmospheric chemistry research on molecular‐level W. Zhang et al. 10.1002/mas.21857
- Molecular characterization of oxidized organic nitrogen in the polluted urban atmosphere of Beijing L. Liu et al. 10.1016/j.scitotenv.2024.177109
- Enhancement of nanoparticle formation and growth during the COVID-19 lockdown period in urban Beijing X. Shen et al. 10.5194/acp-21-7039-2021
- Formation of condensable organic vapors from anthropogenic and biogenic volatile organic compounds (VOCs) is strongly perturbed by NO<sub><i>x</i></sub> in eastern China Y. Liu et al. 10.5194/acp-21-14789-2021
- Unambiguous identification of N-containing oxygenated organic molecules using a chemical-ionization Orbitrap (CI-Orbitrap) in an eastern Chinese megacity Y. Lu et al. 10.5194/acp-23-3233-2023
- Tracking changes in atmospheric particulate matter at a semi-urban site in Central France over the past decade Y. Jiao et al. 10.1016/j.scitotenv.2023.163807
- Experimental investigation into the volatilities of highly oxygenated organic molecules (HOMs) O. Peräkylä et al. 10.5194/acp-20-649-2020
- Influence of anthropogenic emissions on the composition of highly oxygenated organic molecules in Helsinki: a street canyon and urban background station comparison M. Okuljar et al. 10.5194/acp-23-12965-2023
- Exploring condensable organic vapors and their co-occurrence with PM2.5and O3in winter in Eastern China Y. Liu et al. 10.1039/D2EA00143H
- Molecular insights into new particle formation in Barcelona, Spain J. Brean et al. 10.5194/acp-20-10029-2020
- Summertime C1-C5 alkyl nitrates over Beijing, northern China: Spatial distribution, regional transport, and formation mechanisms J. Sun et al. 10.1016/j.atmosres.2018.01.014
- Influence of synoptic condition and holiday effects on VOCs and ozone production in the Yangtze River Delta region, China Z. Xu et al. 10.1016/j.atmosenv.2017.08.035
- Laser Ablation-Aerosol Mass Spectrometry-Chemical Ionization Mass Spectrometry for Ambient Surface Imaging J. Berry et al. 10.1021/acs.analchem.7b05255
- Groundwater and surface water quality characterization through positive matrix factorization combined with GIS approach C. Zanotti et al. 10.1016/j.watres.2019.04.058
- Diurnal evolution of negative atmospheric ions above the boreal forest: from ground level to the free troposphere L. Beck et al. 10.5194/acp-22-8547-2022
- Characterization of particulate organic nitrates in the Yangtze River Delta, East China, using the time-of-flight aerosol chemical speciation monitor D. Ge et al. 10.1016/j.atmosenv.2021.118927
- On the potential use of highly oxygenated organic molecules (HOMs) as indicators for ozone formation sensitivity J. Zhang et al. 10.5194/acp-24-2885-2024
- Important role of aromatic hydrocarbons in SOA formation from unburned gasoline vapor T. Chen et al. 10.1016/j.atmosenv.2019.01.001
- Selective deuteration as a tool for resolving autoxidation mechanisms in α-pinene ozonolysis M. Meder et al. 10.5194/acp-23-4373-2023
- Particle-Bound Highly Oxidized Organic Molecules Derived from Aromatic Hydrocarbons in an Urban Atmosphere M. Zhu et al. 10.1021/acs.estlett.2c00841
- Field Detection of Highly Oxygenated Organic Molecules in Shanghai by Chemical Ionization–Orbitrap Y. Zhang et al. 10.1021/acs.est.1c08346
- Solar eclipse demonstrating the importance of photochemistry in new particle formation T. Jokinen et al. 10.1038/srep45707
- Effect of NO<sub><i>x</i></sub> on 1,3,5-trimethylbenzene (TMB) oxidation product distribution and particle formation E. Tsiligiannis et al. 10.5194/acp-19-15073-2019
- Fragmentation inside proton-transfer-reaction-based mass spectrometers limits the detection of ROOR and ROOH peroxides H. Li et al. 10.5194/amt-15-1811-2022
- Contribution of Atmospheric Oxygenated Organic Compounds to Particle Growth in an Urban Environment X. Qiao et al. 10.1021/acs.est.1c02095
- Multi-generation OH oxidation as a source for highly oxygenated organic molecules from aromatics O. Garmash et al. 10.5194/acp-20-515-2020
- Measurement report: Insights into the chemical composition and origin of molecular clusters and potential precursor molecules present in the free troposphere over the southern Indian Ocean: observations from the Maïdo Observatory (2150 m a.s.l., Réunion) R. Salignat et al. 10.5194/acp-24-3785-2024
- Anthropogenic processes drive spatiotemporal variability of sulfate in groundwater from a multi-aquifer system: Dilution caused by mine drainage C. Wang et al. 10.1016/j.jconhyd.2024.104358
- Modelling studies of HOMs and their contributions to new particle formation and growth: comparison of boreal forest in Finland and a polluted environment in China X. Qi et al. 10.5194/acp-18-11779-2018
- Alkyl nitrates in the boreal forest: formation via the NO<sub>3</sub>-, OH- and O<sub>3</sub>-induced oxidation of biogenic volatile organic compounds and ambient lifetimes J. Liebmann et al. 10.5194/acp-19-10391-2019
- Application of fuzzy c-means clustering for analysis of chemical ionization mass spectra: insights into the gas phase chemistry of NO3-initiated oxidation of isoprene R. Wu et al. 10.5194/amt-17-1811-2024
- Nighttime reactions of a series of unsaturated alcohols with NO3•: Kinetics, products and mechanisms study Y. Xu et al. 10.1016/j.jes.2024.03.043
- Highly oxygenated organic molecule (HOM) formation in the isoprene oxidation by NO<sub>3</sub> radical D. Zhao et al. 10.5194/acp-21-9681-2021
- Insufficient Condensable Organic Vapors Lead to Slow Growth of New Particles in an Urban Environment X. Li et al. 10.1021/acs.est.2c01566
- Seasonal variation in oxygenated organic molecules in urban Beijing and their contribution to secondary organic aerosol Y. Guo et al. 10.5194/acp-22-10077-2022
- Controlled nitric oxide production via O(<sup>1</sup>D) + N<sub>2</sub>O reactions for use in oxidation flow reactor studies A. Lambe et al. 10.5194/amt-10-2283-2017
- Cloud response to co-condensation of water and organic vapors over the boreal forest L. Heikkinen et al. 10.5194/acp-24-5117-2024
- Molecular characterization and optical properties of primary emissions from a residential wood burning boiler X. Kong et al. 10.1016/j.scitotenv.2020.142143
- Quantifying New Sources of Ambient Organic Aerosol and Their Roles in Particle Growth Using Oxygenated Organic Molecule (OOM) Tracers Y. Zhao et al. 10.1021/acs.estlett.4c00536
- Evaluation of the chemical composition of gas- and particle-phase products of aromatic oxidation A. Mehra et al. 10.5194/acp-20-9783-2020
- Chemical identification of new particle formation and growth precursors through positive matrix factorization of ambient ion measurements D. Katz et al. 10.5194/acp-23-5567-2023
- Vertical characterization of highly oxygenated molecules (HOMs) below and above a boreal forest canopy Q. Zha et al. 10.5194/acp-18-17437-2018
- Dimensionality-reduction techniques for complex mass spectrometric datasets: application to laboratory atmospheric organic oxidation experiments A. Koss et al. 10.5194/acp-20-1021-2020
- Comparison of dimension reduction techniques in the analysis of mass spectrometry data S. Isokääntä et al. 10.5194/amt-13-2995-2020
- Deconvolution of FIGAERO–CIMS thermal desorption profiles using positive matrix factorisation to identify chemical and physical processes during particle evaporation A. Buchholz et al. 10.5194/acp-20-7693-2020
- Mobile Near-Field Measurements of Biomass Burning Volatile Organic Compounds: Emission Ratios and Factor Analysis F. Majluf et al. 10.1021/acs.estlett.2c00194
- The Pivotal Role of Heavy Terpenes and Anthropogenic Interactions in New Particle Formation on the Southeastern Qinghai-Tibet Plateau Y. Liu et al. 10.1021/acs.est.4c04112
- Evolution of volatility and composition in sesquiterpene-mixed and <i>α</i>-pinene secondary organic aerosol particles during isothermal evaporation Z. Li et al. 10.5194/acp-21-18283-2021
- New Particle Formation in the Atmosphere: From Molecular Clusters to Global Climate S. Lee et al. 10.1029/2018JD029356
- Insights into atmospheric oxidation processes by performing factor analyses on subranges of mass spectra Y. Zhang et al. 10.5194/acp-20-5945-2020
- Theoretical study of the formation and nucleation mechanism of highly oxygenated multi-functional organic compounds produced by α-pinene X. Shi et al. 10.1016/j.scitotenv.2021.146422
- Resolving Atmospheric Oxygenated Organic Molecules in Urban Beijing Using Online Ultrahigh-Resolution Chemical Ionization Mass Spectrometry Y. Yuan et al. 10.1021/acs.est.4c04214
- Using highly time-resolved online mass spectrometry to examine biogenic and anthropogenic contributions to organic aerosol in Beijing A. Mehra et al. 10.1039/D0FD00080A
- Chemical characterization of secondary organic aerosol at a rural site in the southeastern US: insights from simultaneous high-resolution time-of-flight aerosol mass spectrometer (HR-ToF-AMS) and FIGAERO chemical ionization mass spectrometer (CIMS) measurements Y. Chen et al. 10.5194/acp-20-8421-2020
- Nitrate Radicals Suppress Biogenic New Particle Formation from Monoterpene Oxidation D. Li et al. 10.1021/acs.est.3c07958
- Measurement–model comparison of stabilized Criegee intermediate and highly oxygenated molecule production in the CLOUD chamber N. Sarnela et al. 10.5194/acp-18-2363-2018
- Precursor apportionment of atmospheric oxygenated organic molecules using a machine learning method X. Qiao et al. 10.1039/D2EA00128D
- Enigma of Urban Gaseous Oxygenated Organic Molecules: Precursor Type, Role of NOx, and Degree of Oxygenation L. Tian et al. 10.1021/acs.est.2c05047
- Measurement report: Effects of NOx and seed aerosol on highly oxygenated organic molecules (HOMs) from cyclohexene ozonolysis M. Räty et al. 10.5194/acp-21-7357-2021
- Ambient Measurements of Highly Oxidized Gas-Phase Molecules during the Southern Oxidant and Aerosol Study (SOAS) 2013 P. Massoli et al. 10.1021/acsearthspacechem.8b00028
- Monoterpene Photooxidation in a Continuous-Flow Chamber: SOA Yields and Impacts of Oxidants, NOx, and VOC Precursors J. Liu et al. 10.1021/acs.est.2c02630
- Organic aerosol source apportionment in Zurich using an extractive electrospray ionization time-of-flight mass spectrometer (EESI-TOF-MS) – Part 1: Biogenic influences and day–night chemistry in summer G. Stefenelli et al. 10.5194/acp-19-14825-2019
- Potential pre-industrial–like new particle formation induced by pure biogenic organic vapors in Finnish peatland W. Huang et al. 10.1126/sciadv.adm9191
- Highly Oxygenated Organic Molecules (HOM) from Gas-Phase Autoxidation Involving Peroxy Radicals: A Key Contributor to Atmospheric Aerosol F. Bianchi et al. 10.1021/acs.chemrev.8b00395
- Observations of highly oxidized molecules and particle nucleation in the atmosphere of Beijing J. Brean et al. 10.5194/acp-19-14933-2019
- Direct detection of gas-phase mercuric chloride by ion drift - Chemical ionization mass spectrometry A. Khalizov et al. 10.1016/j.atmosenv.2020.117687
- Tropical and Boreal Forest – Atmosphere Interactions: A Review P. Artaxo et al. 10.16993/tellusb.34
- Groundwater Quality Characterization of North Brahmaputra Basin using Positive Matrix Factorization R. Chaturvedi et al. 10.1007/s40010-020-00712-x
- HOx and NOx production in oxidation flow reactors via photolysis of isopropyl nitrite, isopropyl nitrite-d7, and 1,3-propyl dinitrite at λ = 254, 350, and 369 nm A. Lambe et al. 10.5194/amt-12-299-2019
- Linking Precursors and Volatility of Ambient Oxygenated Organic Aerosols Using Thermal Desorption Measurement and Machine Learning X. Wang et al. 10.1021/acsestair.4c00076
- Groundwater pollution source identification and apportionment using PMF and PCA-APCA-MLR receptor models in a typical mixed land-use area in Southwestern China H. Zhang et al. 10.1016/j.scitotenv.2020.140383
- Measurement report: Atmospheric new particle formation in a coastal agricultural site explained with binPMF analysis of nitrate CI-APi-TOF spectra M. Olin et al. 10.5194/acp-22-8097-2022
- Analytical methodologies for oxidized organic compounds in the atmosphere A. Tiusanen et al. 10.1039/D3EM00163F
- Isoprene versus Monoterpenes as Gas-Phase Organic Acid Precursors in the Atmosphere M. Link et al. 10.1021/acsearthspacechem.1c00093
- Organic Peroxides in Aerosol: Key Reactive Intermediates for Multiphase Processes in the Atmosphere S. Wang et al. 10.1021/acs.chemrev.2c00430
- Computational Comparison of Acetate and Nitrate Chemical Ionization of Highly Oxidized Cyclohexene Ozonolysis Intermediates and Products N. Hyttinen et al. 10.1021/acs.jpca.6b12654
- The role of highly oxygenated molecules (HOMs) in determining the composition of ambient ions in the boreal forest F. Bianchi et al. 10.5194/acp-17-13819-2017
- New particle formation (NPF) events in China urban clusters given by sever composite pollution background Q. Zhang et al. 10.1016/j.chemosphere.2020.127842
- The role of highly oxygenated organic molecules in the Boreal aerosol-cloud-climate system P. Roldin et al. 10.1038/s41467-019-12338-8
- Highly oxygenated organic molecules with high unsaturation formed upon photochemical aging of soot M. Li et al. 10.1016/j.chempr.2022.06.011
- Identification of highly oxygenated organic molecules and their role in aerosol formation in the reaction of limonene with nitrate radical Y. Guo et al. 10.5194/acp-22-11323-2022
- Road Traffic Emissions Lead to Much Enhanced New Particle Formation through Increased Growth Rates J. Brean et al. 10.1021/acs.est.3c10526
- Semi-volatile and highly oxygenated gaseous and particulate organic compounds observed above a boreal forest canopy B. Lee et al. 10.5194/acp-18-11547-2018
- Secondary organic aerosol formed by condensing anthropogenic vapours over China’s megacities W. Nie et al. 10.1038/s41561-022-00922-5
- Highly Oxygenated Molecules from Atmospheric Autoxidation of Hydrocarbons: A Prominent Challenge for Chemical Kinetics Studies M. Ehn et al. 10.1002/kin.21130
- Measurement report: Long-term measurements of aerosol precursor concentrations in the Finnish subarctic boreal forest T. Jokinen et al. 10.5194/acp-22-2237-2022
- Particle-phase processing of α-pinene NO3 secondary organic aerosol in the dark D. Bell et al. 10.5194/acp-22-13167-2022
- Ambient ozone pollution at a coal chemical industry city in the border of Loess Plateau and Mu Us Desert: characteristics, sensitivity analysis and control strategies M. Yin et al. 10.7717/peerj.11322
- Molecular Characterization of Oxygenated Organic Molecules and Their Dominating Roles in Particle Growth in Hong Kong P. Zheng et al. 10.1021/acs.est.2c09252
- Towards Federated Learning and Multi-Access Edge Computing for Air Quality Monitoring: Literature Review and Assessment S. Abimannan et al. 10.3390/su151813951
- A novel approach for simple statistical analysis of high-resolution mass spectra Y. Zhang et al. 10.5194/amt-12-3761-2019
- Insights into the chemistry of aerosol growth in Beijing: Implication of fine particle episode formation during wintertime S. Yang et al. 10.1016/j.chemosphere.2021.129776
- Measurement report: Molecular composition and volatility of gaseous organic compounds in a boreal forest – from volatile organic compounds to highly oxygenated organic molecules W. Huang et al. 10.5194/acp-21-8961-2021
- Formation of highly oxygenated organic molecules from the oxidation of limonene by OH radical: significant contribution of H-abstraction pathway H. Luo et al. 10.5194/acp-23-7297-2023
- OH, HO2, and RO2 radical chemistry in a rural forest environment: measurements, model comparisons, and evidence of a missing radical sink B. Bottorff et al. 10.5194/acp-23-10287-2023
- The Synergistic Role of Sulfuric Acid, Bases, and Oxidized Organics Governing New‐Particle Formation in Beijing C. Yan et al. 10.1029/2020GL091944
- Multifunctional Products of Isoprene Oxidation in Polluted Atmosphere and Their Contribution to SOA Z. Xu et al. 10.1029/2020GL089276
- Eight years of sub-micrometre organic aerosol composition data from the boreal forest characterized using a machine-learning approach L. Heikkinen et al. 10.5194/acp-21-10081-2021
- Current state of aerosol nucleation parameterizations for air-quality and climate modeling K. Semeniuk & A. Dastoor 10.1016/j.atmosenv.2018.01.039
- Secondary organic aerosol reduced by mixture of atmospheric vapours G. McFiggans et al. 10.1038/s41586-018-0871-y
- Chemical precursors of new particle formation in coastal New Zealand M. Peltola et al. 10.5194/acp-23-3955-2023
- The search for sparse data in molecular datasets: Application of active learning to identify extremely low volatile organic compounds V. Besel et al. 10.1016/j.jaerosci.2024.106375
- Fast heterogeneous loss of N2O5 leads to significant nighttime NOx removal and nitrate aerosol formation at a coastal background environment of southern China C. Yan et al. 10.1016/j.scitotenv.2019.04.389
- Size-dependent influence of NO x on the growth rates of organic aerosol particles C. Yan et al. 10.1126/sciadv.aay4945
- Unexpected significance of a minor reaction pathway in daytime formation of biogenic highly oxygenated organic compounds H. Shen et al. 10.1126/sciadv.abp8702
- The role of H<sub>2</sub>SO<sub>4</sub>-NH<sub>3</sub> anion clusters in ion-induced aerosol nucleation mechanisms in the boreal forest C. Yan et al. 10.5194/acp-18-13231-2018
- Unexpected High Contribution of Residential Biomass Burning to Non‐Methane Organic Gases (NMOGs) in the Yangtze River Delta Region of China Y. Gao et al. 10.1029/2021JD035050
- NO at low concentration can enhance the formation of highly oxygenated biogenic molecules in the atmosphere W. Nie et al. 10.1038/s41467-023-39066-4
- Nine-year trends of PM10 sources and oxidative potential in a rural background site in France L. Borlaza et al. 10.5194/acp-22-8701-2022
Saved (preprint)
Latest update: 23 Nov 2024
Short summary
Highly oxidized multifunctional compounds (HOMs) are known to have a significant contribution to secondary aerosol formation, yet their dominating formation pathways remain unclear in the atmosphere. We apply positive matrix factorization (PMF) on HOM data, and successfully retrieve factors representing different formation pathways. The results improve our understanding of HOM formation, and provide new perspectives on using PMF to study the variation of short-lived specie.
Highly oxidized multifunctional compounds (HOMs) are known to have a significant contribution to...
Altmetrics
Final-revised paper
Preprint