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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Veröffentlicht in:Journal of geophysical research. Atmospheres 2023-03, Vol.128 (6), p.n/a
Hauptverfasser: Pang, Yuner, Chen, Minghao, Wang, Yuanyuan, Chen, Xiyao, Teng, Xiaomi, Kong, Shaofei, Zheng, Zhonghua, Li, Weijun
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container_title Journal of geophysical research. Atmospheres
container_volume 128
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Chen, Minghao
Wang, Yuanyuan
Chen, Xiyao
Teng, Xiaomi
Kong, Shaofei
Zheng, Zhonghua
Li, Weijun
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
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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 (&lt;150 nm) soot particles and coarser soot particles (&gt;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 &lt;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. 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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 (&lt;150 nm) soot particles and coarser soot particles (&gt;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. 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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 (&lt;150 nm) soot particles and coarser soot particles (&gt;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 &lt;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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source Wiley Online Library - AutoHoldings Journals; Alma/SFX Local Collection
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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