Morphology and Fractal Dimension of Size‐Resolved Soot Particles Emitted From Combustion Sources
Databases of the morphological parameters of fresh size‐resolved soot particles and their systematic comparisons among various combustion sources are important to trace the soot aging process and evaluate their optical properties. Here, the mixing state, effective density (ρeff), monomer number and...
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description | Databases of the morphological parameters of fresh size‐resolved soot particles and their systematic comparisons among various combustion sources are important to trace the soot aging process and evaluate their optical properties. Here, the mixing state, effective density (ρeff), monomer number and diameter (N and dp), and fractal dimension (Df) of size‐resolved soot particles from vehicle emissions (VE), biomass burning (BB), coal combustion (CC), tunnel air (TA) and urban air (UA) were characterized based on electron microscopy observations and analysis. We determined that freshly‐emitted soot particles from combustion sources contain not only bare‐like soot but also some coated‐soot particles. ρeff (157–689 kg/m3) decreased while N (46–1,500) and dp (24–42 nm) increased with the increased diameter of soot particles. The Df of BB and CC were independent of the diameter changes and fluctuated between 1.65 and 1.80, while the Df of VE and TA (1.62–1.71) increased and UA Df (1.87–1.80) decreased with increasing diameter. Based on Df obtained in this study, we found that the ensemble Df of VE, BB, CC, TA, and UA could not represent the finer (600 nm) in VE, TA, and UA. This study highlights that the morphological parameters of freshly‐emitted soot particles vary among different combustion sources and have a size effect, particularly for finer and coarser soot particles. The database of size‐resolved soot particles will be helpful to improve soot models based on numerical simulation and better evaluate atmospheric optical properties.
Plain Language Summary
The complex morphology of soot particles causes uncertainties in simulating their optical effects in the atmosphere. By applying a new image recognition technique based on electron microscope observations and field studies, we set up a database that displays the morphological parameters of size‐resolved soot particles freshly emitted from vehicle emissions, biomass burning, and coal combustion and those collected in tunnel and urban air. The results of fractal dimension, monomer diameter, and number of individual soot particles show that the morphological parameters reported in previous studies cannot represent well soot particles in all size bins. Our findings not only play an important role in determining the morphology of real atmosphere soot particles but also provide a soot parametric database to improve the accuracy of atmospheric soot models from d |
doi_str_mv | 10.1029/2022JD037711 |
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fullrecord | <record><control><sourceid>proquest_cross</sourceid><recordid>TN_cdi_proquest_journals_2791564434</recordid><sourceformat>XML</sourceformat><sourcesystem>PC</sourcesystem><sourcerecordid>2791564434</sourcerecordid><originalsourceid>FETCH-LOGICAL-c3071-849172ccdbd622c0fcdf94bd9441a43d613254bf12618ecf2b76c1fa353b1a833</originalsourceid><addsrcrecordid>eNp9kM1KAzEUhYMoWGp3PkDAraO5SeYnS2lrtVSUVsHdkMmPTpmZ1GSq1JWP4DP6JE6piCvv5t7Fd865HISOgZwBoeKcEkqnI8LSFGAP9SgkIsqESPZ_7_TxEA1CWJJuMsJ4zHuouHF-9ewq97TBstH40kvVygqPyto0oXQNdhYvynfz9fE5N8FVr0bjhXMtvpO-LVVlAh7XZduardbVeOjqYh3arXLh1l6ZcIQOrKyCGfzsPnq4HN8Pr6LZ7eR6eDGLFCMpRBkXkFKldKETShWxSlvBCy04B8mZToDRmBcWaAKZUZYWaaLAShazAmTGWB-d7HxX3r2sTWjzZfdA00XmNBUQJ5wz3lGnO0p5F4I3Nl_5spZ-kwPJt0Xmf4vscLbD38rKbP5l8-lkPoqzmAP7BhT1dS8</addsrcrecordid><sourcetype>Aggregation Database</sourcetype><iscdi>true</iscdi><recordtype>article</recordtype><pqid>2791564434</pqid></control><display><type>article</type><title>Morphology and Fractal Dimension of Size‐Resolved Soot Particles Emitted From Combustion Sources</title><source>Wiley Online Library - AutoHoldings Journals</source><source>Alma/SFX Local Collection</source><creator>Pang, Yuner ; Chen, Minghao ; Wang, Yuanyuan ; Chen, Xiyao ; Teng, Xiaomi ; Kong, Shaofei ; Zheng, Zhonghua ; Li, Weijun</creator><creatorcontrib>Pang, Yuner ; Chen, Minghao ; Wang, Yuanyuan ; Chen, Xiyao ; Teng, Xiaomi ; Kong, Shaofei ; Zheng, Zhonghua ; Li, Weijun</creatorcontrib><description>Databases of the morphological parameters of fresh size‐resolved soot particles and their systematic comparisons among various combustion sources are important to trace the soot aging process and evaluate their optical properties. Here, the mixing state, effective density (ρeff), monomer number and diameter (N and dp), and fractal dimension (Df) of size‐resolved soot particles from vehicle emissions (VE), biomass burning (BB), coal combustion (CC), tunnel air (TA) and urban air (UA) were characterized based on electron microscopy observations and analysis. We determined that freshly‐emitted soot particles from combustion sources contain not only bare‐like soot but also some coated‐soot particles. ρeff (157–689 kg/m3) decreased while N (46–1,500) and dp (24–42 nm) increased with the increased diameter of soot particles. The Df of BB and CC were independent of the diameter changes and fluctuated between 1.65 and 1.80, while the Df of VE and TA (1.62–1.71) increased and UA Df (1.87–1.80) decreased with increasing diameter. Based on Df obtained in this study, we found that the ensemble Df of VE, BB, CC, TA, and UA could not represent the finer (<150 nm) soot particles and coarser soot particles (>600 nm) in VE, TA, and UA. This study highlights that the morphological parameters of freshly‐emitted soot particles vary among different combustion sources and have a size effect, particularly for finer and coarser soot particles. The database of size‐resolved soot particles will be helpful to improve soot models based on numerical simulation and better evaluate atmospheric optical properties.
Plain Language Summary
The complex morphology of soot particles causes uncertainties in simulating their optical effects in the atmosphere. By applying a new image recognition technique based on electron microscope observations and field studies, we set up a database that displays the morphological parameters of size‐resolved soot particles freshly emitted from vehicle emissions, biomass burning, and coal combustion and those collected in tunnel and urban air. The results of fractal dimension, monomer diameter, and number of individual soot particles show that the morphological parameters reported in previous studies cannot represent well soot particles in all size bins. Our findings not only play an important role in determining the morphology of real atmosphere soot particles but also provide a soot parametric database to improve the accuracy of atmospheric soot models from different combustion sources.
Key Points
Effective density decreases and monomer diameter and number increase under the increased diameter of soot particles
Fractal dimension changes depending on different soot diameters and combustion sources
The average fractal dimension cannot represent the fractal properties of soot particles with diameters <150 nm from combustion sources</description><identifier>ISSN: 2169-897X</identifier><identifier>EISSN: 2169-8996</identifier><identifier>DOI: 10.1029/2022JD037711</identifier><language>eng</language><publisher>Washington: Blackwell Publishing Ltd</publisher><subject>Air ; Atmosphere ; Atmospheric models ; Biomass ; Biomass burning ; Burning ; Coal ; Coal combustion ; Combustion ; combustion source ; Diameters ; Dimensions ; Electron microscopy ; Emissions ; fractal dimension ; Fractal geometry ; Fractals ; Geophysics ; Mathematical models ; Monomers ; Morphology ; Numerical simulations ; Optical properties ; Parameters ; Particle size ; Size effects ; size‐resolved ; Soot ; soot particle ; Soot particles ; Tunnels ; Urban air ; Vehicle emissions</subject><ispartof>Journal of geophysical research. Atmospheres, 2023-03, Vol.128 (6), p.n/a</ispartof><rights>2023. American Geophysical Union. All Rights Reserved.</rights><lds50>peer_reviewed</lds50><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c3071-849172ccdbd622c0fcdf94bd9441a43d613254bf12618ecf2b76c1fa353b1a833</citedby><cites>FETCH-LOGICAL-c3071-849172ccdbd622c0fcdf94bd9441a43d613254bf12618ecf2b76c1fa353b1a833</cites><orcidid>0000-0003-4887-4260 ; 0000-0002-0642-650X ; 0000-0001-9735-6852</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktopdf>$$Uhttps://onlinelibrary.wiley.com/doi/pdf/10.1029%2F2022JD037711$$EPDF$$P50$$Gwiley$$H</linktopdf><linktohtml>$$Uhttps://onlinelibrary.wiley.com/doi/full/10.1029%2F2022JD037711$$EHTML$$P50$$Gwiley$$H</linktohtml><link.rule.ids>314,780,784,1417,27924,27925,45574,45575</link.rule.ids></links><search><creatorcontrib>Pang, Yuner</creatorcontrib><creatorcontrib>Chen, Minghao</creatorcontrib><creatorcontrib>Wang, Yuanyuan</creatorcontrib><creatorcontrib>Chen, Xiyao</creatorcontrib><creatorcontrib>Teng, Xiaomi</creatorcontrib><creatorcontrib>Kong, Shaofei</creatorcontrib><creatorcontrib>Zheng, Zhonghua</creatorcontrib><creatorcontrib>Li, Weijun</creatorcontrib><title>Morphology and Fractal Dimension of Size‐Resolved Soot Particles Emitted From Combustion Sources</title><title>Journal of geophysical research. Atmospheres</title><description>Databases of the morphological parameters of fresh size‐resolved soot particles and their systematic comparisons among various combustion sources are important to trace the soot aging process and evaluate their optical properties. Here, the mixing state, effective density (ρeff), monomer number and diameter (N and dp), and fractal dimension (Df) of size‐resolved soot particles from vehicle emissions (VE), biomass burning (BB), coal combustion (CC), tunnel air (TA) and urban air (UA) were characterized based on electron microscopy observations and analysis. We determined that freshly‐emitted soot particles from combustion sources contain not only bare‐like soot but also some coated‐soot particles. ρeff (157–689 kg/m3) decreased while N (46–1,500) and dp (24–42 nm) increased with the increased diameter of soot particles. The Df of BB and CC were independent of the diameter changes and fluctuated between 1.65 and 1.80, while the Df of VE and TA (1.62–1.71) increased and UA Df (1.87–1.80) decreased with increasing diameter. Based on Df obtained in this study, we found that the ensemble Df of VE, BB, CC, TA, and UA could not represent the finer (<150 nm) soot particles and coarser soot particles (>600 nm) in VE, TA, and UA. This study highlights that the morphological parameters of freshly‐emitted soot particles vary among different combustion sources and have a size effect, particularly for finer and coarser soot particles. The database of size‐resolved soot particles will be helpful to improve soot models based on numerical simulation and better evaluate atmospheric optical properties.
Plain Language Summary
The complex morphology of soot particles causes uncertainties in simulating their optical effects in the atmosphere. By applying a new image recognition technique based on electron microscope observations and field studies, we set up a database that displays the morphological parameters of size‐resolved soot particles freshly emitted from vehicle emissions, biomass burning, and coal combustion and those collected in tunnel and urban air. The results of fractal dimension, monomer diameter, and number of individual soot particles show that the morphological parameters reported in previous studies cannot represent well soot particles in all size bins. Our findings not only play an important role in determining the morphology of real atmosphere soot particles but also provide a soot parametric database to improve the accuracy of atmospheric soot models from different combustion sources.
Key Points
Effective density decreases and monomer diameter and number increase under the increased diameter of soot particles
Fractal dimension changes depending on different soot diameters and combustion sources
The average fractal dimension cannot represent the fractal properties of soot particles with diameters <150 nm from combustion sources</description><subject>Air</subject><subject>Atmosphere</subject><subject>Atmospheric models</subject><subject>Biomass</subject><subject>Biomass burning</subject><subject>Burning</subject><subject>Coal</subject><subject>Coal combustion</subject><subject>Combustion</subject><subject>combustion source</subject><subject>Diameters</subject><subject>Dimensions</subject><subject>Electron microscopy</subject><subject>Emissions</subject><subject>fractal dimension</subject><subject>Fractal geometry</subject><subject>Fractals</subject><subject>Geophysics</subject><subject>Mathematical models</subject><subject>Monomers</subject><subject>Morphology</subject><subject>Numerical simulations</subject><subject>Optical properties</subject><subject>Parameters</subject><subject>Particle size</subject><subject>Size effects</subject><subject>size‐resolved</subject><subject>Soot</subject><subject>soot particle</subject><subject>Soot particles</subject><subject>Tunnels</subject><subject>Urban air</subject><subject>Vehicle emissions</subject><issn>2169-897X</issn><issn>2169-8996</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2023</creationdate><recordtype>article</recordtype><recordid>eNp9kM1KAzEUhYMoWGp3PkDAraO5SeYnS2lrtVSUVsHdkMmPTpmZ1GSq1JWP4DP6JE6piCvv5t7Fd865HISOgZwBoeKcEkqnI8LSFGAP9SgkIsqESPZ_7_TxEA1CWJJuMsJ4zHuouHF-9ewq97TBstH40kvVygqPyto0oXQNdhYvynfz9fE5N8FVr0bjhXMtvpO-LVVlAh7XZduardbVeOjqYh3arXLh1l6ZcIQOrKyCGfzsPnq4HN8Pr6LZ7eR6eDGLFCMpRBkXkFKldKETShWxSlvBCy04B8mZToDRmBcWaAKZUZYWaaLAShazAmTGWB-d7HxX3r2sTWjzZfdA00XmNBUQJ5wz3lGnO0p5F4I3Nl_5spZ-kwPJt0Xmf4vscLbD38rKbP5l8-lkPoqzmAP7BhT1dS8</recordid><startdate>20230327</startdate><enddate>20230327</enddate><creator>Pang, Yuner</creator><creator>Chen, Minghao</creator><creator>Wang, Yuanyuan</creator><creator>Chen, Xiyao</creator><creator>Teng, Xiaomi</creator><creator>Kong, Shaofei</creator><creator>Zheng, Zhonghua</creator><creator>Li, Weijun</creator><general>Blackwell Publishing Ltd</general><scope>AAYXX</scope><scope>CITATION</scope><scope>7TG</scope><scope>7UA</scope><scope>8FD</scope><scope>C1K</scope><scope>F1W</scope><scope>FR3</scope><scope>H8D</scope><scope>H96</scope><scope>KL.</scope><scope>KR7</scope><scope>L.G</scope><scope>L7M</scope><orcidid>https://orcid.org/0000-0003-4887-4260</orcidid><orcidid>https://orcid.org/0000-0002-0642-650X</orcidid><orcidid>https://orcid.org/0000-0001-9735-6852</orcidid></search><sort><creationdate>20230327</creationdate><title>Morphology and Fractal Dimension of Size‐Resolved Soot Particles Emitted From Combustion Sources</title><author>Pang, Yuner ; Chen, Minghao ; Wang, Yuanyuan ; Chen, Xiyao ; Teng, Xiaomi ; Kong, Shaofei ; Zheng, Zhonghua ; Li, Weijun</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c3071-849172ccdbd622c0fcdf94bd9441a43d613254bf12618ecf2b76c1fa353b1a833</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2023</creationdate><topic>Air</topic><topic>Atmosphere</topic><topic>Atmospheric models</topic><topic>Biomass</topic><topic>Biomass burning</topic><topic>Burning</topic><topic>Coal</topic><topic>Coal combustion</topic><topic>Combustion</topic><topic>combustion source</topic><topic>Diameters</topic><topic>Dimensions</topic><topic>Electron microscopy</topic><topic>Emissions</topic><topic>fractal dimension</topic><topic>Fractal geometry</topic><topic>Fractals</topic><topic>Geophysics</topic><topic>Mathematical models</topic><topic>Monomers</topic><topic>Morphology</topic><topic>Numerical simulations</topic><topic>Optical properties</topic><topic>Parameters</topic><topic>Particle size</topic><topic>Size effects</topic><topic>size‐resolved</topic><topic>Soot</topic><topic>soot particle</topic><topic>Soot particles</topic><topic>Tunnels</topic><topic>Urban air</topic><topic>Vehicle emissions</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Pang, Yuner</creatorcontrib><creatorcontrib>Chen, Minghao</creatorcontrib><creatorcontrib>Wang, Yuanyuan</creatorcontrib><creatorcontrib>Chen, Xiyao</creatorcontrib><creatorcontrib>Teng, Xiaomi</creatorcontrib><creatorcontrib>Kong, Shaofei</creatorcontrib><creatorcontrib>Zheng, Zhonghua</creatorcontrib><creatorcontrib>Li, Weijun</creatorcontrib><collection>CrossRef</collection><collection>Meteorological & Geoastrophysical Abstracts</collection><collection>Water Resources Abstracts</collection><collection>Technology Research Database</collection><collection>Environmental Sciences and Pollution Management</collection><collection>ASFA: Aquatic Sciences and Fisheries Abstracts</collection><collection>Engineering Research Database</collection><collection>Aerospace Database</collection><collection>Aquatic Science & Fisheries Abstracts (ASFA) 2: Ocean Technology, Policy & Non-Living Resources</collection><collection>Meteorological & Geoastrophysical Abstracts - Academic</collection><collection>Civil Engineering Abstracts</collection><collection>Aquatic Science & Fisheries Abstracts (ASFA) Professional</collection><collection>Advanced Technologies Database with Aerospace</collection><jtitle>Journal of geophysical research. Atmospheres</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Pang, Yuner</au><au>Chen, Minghao</au><au>Wang, Yuanyuan</au><au>Chen, Xiyao</au><au>Teng, Xiaomi</au><au>Kong, Shaofei</au><au>Zheng, Zhonghua</au><au>Li, Weijun</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Morphology and Fractal Dimension of Size‐Resolved Soot Particles Emitted From Combustion Sources</atitle><jtitle>Journal of geophysical research. Atmospheres</jtitle><date>2023-03-27</date><risdate>2023</risdate><volume>128</volume><issue>6</issue><epage>n/a</epage><issn>2169-897X</issn><eissn>2169-8996</eissn><abstract>Databases of the morphological parameters of fresh size‐resolved soot particles and their systematic comparisons among various combustion sources are important to trace the soot aging process and evaluate their optical properties. Here, the mixing state, effective density (ρeff), monomer number and diameter (N and dp), and fractal dimension (Df) of size‐resolved soot particles from vehicle emissions (VE), biomass burning (BB), coal combustion (CC), tunnel air (TA) and urban air (UA) were characterized based on electron microscopy observations and analysis. We determined that freshly‐emitted soot particles from combustion sources contain not only bare‐like soot but also some coated‐soot particles. ρeff (157–689 kg/m3) decreased while N (46–1,500) and dp (24–42 nm) increased with the increased diameter of soot particles. The Df of BB and CC were independent of the diameter changes and fluctuated between 1.65 and 1.80, while the Df of VE and TA (1.62–1.71) increased and UA Df (1.87–1.80) decreased with increasing diameter. Based on Df obtained in this study, we found that the ensemble Df of VE, BB, CC, TA, and UA could not represent the finer (<150 nm) soot particles and coarser soot particles (>600 nm) in VE, TA, and UA. This study highlights that the morphological parameters of freshly‐emitted soot particles vary among different combustion sources and have a size effect, particularly for finer and coarser soot particles. The database of size‐resolved soot particles will be helpful to improve soot models based on numerical simulation and better evaluate atmospheric optical properties.
Plain Language Summary
The complex morphology of soot particles causes uncertainties in simulating their optical effects in the atmosphere. By applying a new image recognition technique based on electron microscope observations and field studies, we set up a database that displays the morphological parameters of size‐resolved soot particles freshly emitted from vehicle emissions, biomass burning, and coal combustion and those collected in tunnel and urban air. The results of fractal dimension, monomer diameter, and number of individual soot particles show that the morphological parameters reported in previous studies cannot represent well soot particles in all size bins. Our findings not only play an important role in determining the morphology of real atmosphere soot particles but also provide a soot parametric database to improve the accuracy of atmospheric soot models from different combustion sources.
Key Points
Effective density decreases and monomer diameter and number increase under the increased diameter of soot particles
Fractal dimension changes depending on different soot diameters and combustion sources
The average fractal dimension cannot represent the fractal properties of soot particles with diameters <150 nm from combustion sources</abstract><cop>Washington</cop><pub>Blackwell Publishing Ltd</pub><doi>10.1029/2022JD037711</doi><tpages>13</tpages><orcidid>https://orcid.org/0000-0003-4887-4260</orcidid><orcidid>https://orcid.org/0000-0002-0642-650X</orcidid><orcidid>https://orcid.org/0000-0001-9735-6852</orcidid></addata></record> |
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subjects | Air Atmosphere Atmospheric models Biomass Biomass burning Burning Coal Coal combustion Combustion combustion source Diameters Dimensions Electron microscopy Emissions fractal dimension Fractal geometry Fractals Geophysics Mathematical models Monomers Morphology Numerical simulations Optical properties Parameters Particle size Size effects size‐resolved Soot soot particle Soot particles Tunnels Urban air Vehicle emissions |
title | Morphology and Fractal Dimension of Size‐Resolved Soot Particles Emitted From Combustion Sources |
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