Articles | Volume 13, issue 22
https://doi.org/10.5194/acp-13-11423-2013
© Author(s) 2013. 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-13-11423-2013
© Author(s) 2013. This work is distributed under
the Creative Commons Attribution 3.0 License.
the Creative Commons Attribution 3.0 License.
Quantifying aerosol mixing state with entropy and diversity measures
N. Riemer
Department of Atmospheric Sciences, University of Illinois at Urbana-Champaign, IL, USA
M. West
Department of Mechanical Science and Engineering, University of Illinois at Urbana-Champaign, IL, USA
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Cited
65 citations as recorded by crossref.
- Simulation of particle diversity and mixing state over Greater Paris: a model–measurement inter-comparison S. Zhu et al. 10.1039/C5FD00175G
- Chemical imaging of ambient aerosol particles: Observational constraints on mixing state parameterization R. O'Brien et al. 10.1002/2015JD023480
- Estimating Submicron Aerosol Mixing State at the Global Scale With Machine Learning and Earth System Modeling Z. Zheng et al. 10.1029/2020EA001500
- Aerosol mixing state matters for particles deposition in human respiratory system J. Ching & M. Kajino 10.1038/s41598-018-27156-z
- The Role of Organic Aerosol in Atmospheric Ice Nucleation: A Review D. Knopf et al. 10.1021/acsearthspacechem.7b00120
- The state of the aerosol: Musings on mixing state N. Riemer & M. West 10.1080/02786826.2024.2346220
- Local and Regional Components of Aerosol in a Heavily Trafficked Street Canyon in Central London Derived from PMF and Cluster Analysis of Single-Particle ATOFMS Spectra C. Giorio et al. 10.1021/es506249z
- Evolution of refractory black carbon mixing state in an urban environment S. Kasparoglu et al. 10.1016/j.atmosenv.2024.120651
- Cu/Ag Sphere Segment Void Array as Efficient Surface Enhanced Raman Spectroscopy Substrate for Detecting Individual Atmospheric Aerosol X. Dong et al. 10.1021/acs.analchem.9b02840
- Spiers Memorial Lecture : Introductory lecture: chemistry in the urban atmosphere U. Baltensperger 10.1039/C6FD00065G
- A single-column particle-resolved model for simulating the vertical distribution of aerosol mixing state: WRF-PartMC-MOSAIC-SCM v1.0 J. Curtis et al. 10.5194/gmd-10-4057-2017
- Elemental Mixing State of Aerosol Particles Collected in Central Amazonia during GoAmazon2014/15 M. Fraund et al. 10.3390/atmos8090173
- Spatial Variability of Sources and Mixing State of Atmospheric Particles in a Metropolitan Area Q. Ye et al. 10.1021/acs.est.8b01011
- Impact of Dilution Ratio and Burning Conditions on the Number Size Distribution and Size-Dependent Mixing State of Primary Particles from Domestic Solid Fuel Burning S. Zheng et al. 10.1021/acs.estlett.2c00319
- Overestimation of black carbon light absorption due to mixing state heterogeneity L. Zeng et al. 10.1038/s41612-023-00535-8
- A conceptual framework for mixing structures in individual aerosol particles W. Li et al. 10.1002/2016JD025252
- Influences of Primary Emission and Secondary Coating Formation on the Particle Diversity and Mixing State of Black Carbon Particles A. Lee et al. 10.1021/acs.est.9b03064
- Cloud Condensation Nuclei Closure Study Using Airborne Measurements Over the Southern Great Plains G. Kulkarni et al. 10.1029/2022JD037964
- Au nanoring arrays as surface enhanced Raman spectroscopy substrate for chemical component study of individual atmospheric aerosol particle H. Cheng et al. 10.1016/j.jes.2020.07.003
- Single-Particle Analysis of Atmospheric Aerosols: Applications of Raman Spectroscopy V. Moorchilot et al. 10.3390/atmos13111779
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- Aerosol Composition, Mixing State, and Phase State of Free Tropospheric Particles and Their Role in Ice Cloud Formation N. Lata et al. 10.1021/acsearthspacechem.1c00315
- Moving beyond Fine Particle Mass: High-Spatial Resolution Exposure to Source-Resolved Atmospheric Particle Number and Chemical Mixing State Q. Ye et al. 10.1289/EHP5311
- A Review of the Representation of Aerosol Mixing State in Atmospheric Models R. Stevens & A. Dastoor 10.3390/atmos10040168
- Tracing the evolution of morphology and mixing state of soot particles along with the movement of an Asian dust storm L. Xu et al. 10.5194/acp-20-14321-2020
- Missing Measurements of Sesquiterpene Ozonolysis Rates and Composition Limit Understanding of Atmospheric Reactivity G. Isaacman-VanWertz et al. 10.1021/acs.est.3c10348
- Quantifying the structural uncertainty of the aerosol mixing state representation in a modal model Z. Zheng et al. 10.5194/acp-21-17727-2021
- Metrics to quantify the importance of mixing state for CCN activity J. Ching et al. 10.5194/acp-17-7445-2017
- Morphology and mixing of black carbon particles collected in central California during the CARES field study R. Moffet et al. 10.5194/acp-16-14515-2016
- Machine Learning to Predict the Global Distribution of Aerosol Mixing State Metrics M. Hughes et al. 10.3390/atmos9010015
- Ubiquitous influence of wildfire emissions and secondary organic aerosol on summertime atmospheric aerosol in the forested Great Lakes region M. Gunsch et al. 10.5194/acp-18-3701-2018
- Chemical composition and morphological analysis of atmospheric particles from an intensive bonfire burning festival J. Tomlin et al. 10.1039/D2EA00037G
- Chemical properties and single-particle mixing state of soot aerosol in Houston during the TRACER campaign R. Farley et al. 10.5194/acp-24-3953-2024
- Enhanced Aging of Black Carbon under Recent Clean Air Actions and Future Carbon Neutrality Scenario in China W. Shen et al. 10.1021/acs.est.4c02030
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- Sources, Composition, and Mixing State of Submicron Particulates over the Central Indo-Gangetic Plain N. Singh et al. 10.1021/acsearthspacechem.1c00130
- Atmospheric Aerosol Chemistry: Spectroscopic and Microscopic Advances A. Ault & J. Axson 10.1021/acs.analchem.6b04670
- The use of vegetation series to assess α and β vegetation diversity and their relationships with geodiversity in the province of Almeria (Spain) with watersheds as operational geographic units J. Ibáñez et al. 10.1080/11263504.2016.1165755
- Extending surface enhanced Raman spectroscopy (SERS) of atmospheric aerosol particles to the accumulation mode (150–800 nm) P. Tirella et al. 10.1039/C8EM00276B
- Methodology for quantifying the volatile mixing state of an aerosol M. Dickau et al. 10.1080/02786826.2016.1185509
- Direct Quantification of Droplet Activation of Ambient Black Carbon Under Water Supersaturation D. Hu et al. 10.1029/2021JD034649
- Impact of aerosol optics on vertical distribution of ozone in autumn over Yangtze River Delta S. Yan et al. 10.5194/acp-23-5177-2023
- Mixing state evolution of agglomerating particles in an aerosol chamber: Comparison of measurements and particle-resolved simulations C. Shou et al. 10.1080/02786826.2019.1661959
- Diverse sources and aging change the mixing state and ice nucleation properties of aerosol particles over the western Pacific and Southern Ocean J. Xue et al. 10.5194/acp-24-7731-2024
- Aerosol Mixing State: Measurements, Modeling, and Impacts N. Riemer et al. 10.1029/2018RG000615
- Evaluating the Impacts of Cloud Processing on Resuspended Aerosol Particles After Cloud Evaporation Using a Particle‐Resolved Model Y. Yao et al. 10.1029/2021JD034992
- Morphological change of solid ammonium sulfate particles below the deliquescence relative humidity: Experimental reproduction of atmospheric sulfate particle shapes S. Ueda 10.1080/02786826.2020.1864277
- Interactions of Asian mineral dust with Indian summer monsoon: Recent advances and challenges Q. Jin et al. 10.1016/j.earscirev.2021.103562
- Quantifying the effects of mixing state on aerosol optical properties Y. Yao et al. 10.5194/acp-22-9265-2022
- Chemical Imaging of Atmospheric Particles A. Laskin et al. 10.1021/acs.accounts.9b00396
- Quantifying errors in the aerosol mixing-state index based on limited particle sample size J. Gasparik et al. 10.1080/02786826.2020.1804523
- Characterising mass-resolved mixing state of black carbon in Beijing using a morphology-independent measurement method C. Yu et al. 10.5194/acp-20-3645-2020
- NMVOC emissions and their formation into secondary organic aerosols over India using WRF-Chem model S. Azmi et al. 10.1016/j.atmosenv.2022.119254
- Quantifying particle-to-particle heterogeneity in aerosol hygroscopicity L. Yuan & C. Zhao 10.5194/acp-23-3195-2023
- The diverse chemical mixing state of aerosol particles in the southeastern United States A. Bondy et al. 10.5194/acp-18-12595-2018
- Deciphering the aqueous chemistry of glyoxal oxidation with hydrogen peroxide using molecular imaging X. Sui et al. 10.1039/C7CP02071F
- Exploration of oxidative chemistry and secondary organic aerosol formation in the Amazon during the wet season: explicit modeling of the Manaus urban plume with GECKO-A C. Mouchel-Vallon et al. 10.5194/acp-20-5995-2020
- Short-Term Effects: Elemental and Morphological Assessment of Aerosols Over Old Delhi Region, India S. Shankar et al. 10.1007/s12647-023-00646-w
- Single particle diversity and mixing state measurements R. Healy et al. 10.5194/acp-14-6289-2014
- Method to quantify black carbon aerosol light absorption enhancement with a mixing state index G. Zhao et al. 10.5194/acp-21-18055-2021
- Biogenic secondary organic aerosols: A review on formation mechanism, analytical challenges and environmental impacts M. Mahilang et al. 10.1016/j.chemosphere.2020.127771
- Unified theoretical framework for black carbon mixing state allows greater accuracy of climate effect estimation J. Wang et al. 10.1038/s41467-023-38330-x
- Aerosol mixing state revealed by transmission electron microscopy pertaining to cloud formation and human airway deposition J. Ching et al. 10.1038/s41612-019-0081-9
- Cloud condensation nuclei activity of internally mixed particle populations at a remote marine free troposphere site in the North Atlantic Ocean Z. Cheng et al. 10.1016/j.scitotenv.2023.166865
- Particle hygroscopicity inhomogeneity and its impact on reactive uptake T. Zong et al. 10.1016/j.scitotenv.2021.151364
65 citations as recorded by crossref.
- Simulation of particle diversity and mixing state over Greater Paris: a model–measurement inter-comparison S. Zhu et al. 10.1039/C5FD00175G
- Chemical imaging of ambient aerosol particles: Observational constraints on mixing state parameterization R. O'Brien et al. 10.1002/2015JD023480
- Estimating Submicron Aerosol Mixing State at the Global Scale With Machine Learning and Earth System Modeling Z. Zheng et al. 10.1029/2020EA001500
- Aerosol mixing state matters for particles deposition in human respiratory system J. Ching & M. Kajino 10.1038/s41598-018-27156-z
- The Role of Organic Aerosol in Atmospheric Ice Nucleation: A Review D. Knopf et al. 10.1021/acsearthspacechem.7b00120
- The state of the aerosol: Musings on mixing state N. Riemer & M. West 10.1080/02786826.2024.2346220
- Local and Regional Components of Aerosol in a Heavily Trafficked Street Canyon in Central London Derived from PMF and Cluster Analysis of Single-Particle ATOFMS Spectra C. Giorio et al. 10.1021/es506249z
- Evolution of refractory black carbon mixing state in an urban environment S. Kasparoglu et al. 10.1016/j.atmosenv.2024.120651
- Cu/Ag Sphere Segment Void Array as Efficient Surface Enhanced Raman Spectroscopy Substrate for Detecting Individual Atmospheric Aerosol X. Dong et al. 10.1021/acs.analchem.9b02840
- Spiers Memorial Lecture : Introductory lecture: chemistry in the urban atmosphere U. Baltensperger 10.1039/C6FD00065G
- A single-column particle-resolved model for simulating the vertical distribution of aerosol mixing state: WRF-PartMC-MOSAIC-SCM v1.0 J. Curtis et al. 10.5194/gmd-10-4057-2017
- Elemental Mixing State of Aerosol Particles Collected in Central Amazonia during GoAmazon2014/15 M. Fraund et al. 10.3390/atmos8090173
- Spatial Variability of Sources and Mixing State of Atmospheric Particles in a Metropolitan Area Q. Ye et al. 10.1021/acs.est.8b01011
- Impact of Dilution Ratio and Burning Conditions on the Number Size Distribution and Size-Dependent Mixing State of Primary Particles from Domestic Solid Fuel Burning S. Zheng et al. 10.1021/acs.estlett.2c00319
- Overestimation of black carbon light absorption due to mixing state heterogeneity L. Zeng et al. 10.1038/s41612-023-00535-8
- A conceptual framework for mixing structures in individual aerosol particles W. Li et al. 10.1002/2016JD025252
- Influences of Primary Emission and Secondary Coating Formation on the Particle Diversity and Mixing State of Black Carbon Particles A. Lee et al. 10.1021/acs.est.9b03064
- Cloud Condensation Nuclei Closure Study Using Airborne Measurements Over the Southern Great Plains G. Kulkarni et al. 10.1029/2022JD037964
- Au nanoring arrays as surface enhanced Raman spectroscopy substrate for chemical component study of individual atmospheric aerosol particle H. Cheng et al. 10.1016/j.jes.2020.07.003
- Single-Particle Analysis of Atmospheric Aerosols: Applications of Raman Spectroscopy V. Moorchilot et al. 10.3390/atmos13111779
- Measurement report: On the contribution of long-distance transport to the secondary aerosol formation and aging H. Zhong et al. 10.5194/acp-22-9513-2022
- Aerosol Composition, Mixing State, and Phase State of Free Tropospheric Particles and Their Role in Ice Cloud Formation N. Lata et al. 10.1021/acsearthspacechem.1c00315
- Moving beyond Fine Particle Mass: High-Spatial Resolution Exposure to Source-Resolved Atmospheric Particle Number and Chemical Mixing State Q. Ye et al. 10.1289/EHP5311
- A Review of the Representation of Aerosol Mixing State in Atmospheric Models R. Stevens & A. Dastoor 10.3390/atmos10040168
- Tracing the evolution of morphology and mixing state of soot particles along with the movement of an Asian dust storm L. Xu et al. 10.5194/acp-20-14321-2020
- Missing Measurements of Sesquiterpene Ozonolysis Rates and Composition Limit Understanding of Atmospheric Reactivity G. Isaacman-VanWertz et al. 10.1021/acs.est.3c10348
- Quantifying the structural uncertainty of the aerosol mixing state representation in a modal model Z. Zheng et al. 10.5194/acp-21-17727-2021
- Metrics to quantify the importance of mixing state for CCN activity J. Ching et al. 10.5194/acp-17-7445-2017
- Morphology and mixing of black carbon particles collected in central California during the CARES field study R. Moffet et al. 10.5194/acp-16-14515-2016
- Machine Learning to Predict the Global Distribution of Aerosol Mixing State Metrics M. Hughes et al. 10.3390/atmos9010015
- Ubiquitous influence of wildfire emissions and secondary organic aerosol on summertime atmospheric aerosol in the forested Great Lakes region M. Gunsch et al. 10.5194/acp-18-3701-2018
- Chemical composition and morphological analysis of atmospheric particles from an intensive bonfire burning festival J. Tomlin et al. 10.1039/D2EA00037G
- Chemical properties and single-particle mixing state of soot aerosol in Houston during the TRACER campaign R. Farley et al. 10.5194/acp-24-3953-2024
- Enhanced Aging of Black Carbon under Recent Clean Air Actions and Future Carbon Neutrality Scenario in China W. Shen et al. 10.1021/acs.est.4c02030
- Quantifying Impacts of Aerosol Mixing State on Nucleation-Scavenging of Black Carbon Aerosol Particles J. Ching et al. 10.3390/atmos9010017
- Sources, Composition, and Mixing State of Submicron Particulates over the Central Indo-Gangetic Plain N. Singh et al. 10.1021/acsearthspacechem.1c00130
- Atmospheric Aerosol Chemistry: Spectroscopic and Microscopic Advances A. Ault & J. Axson 10.1021/acs.analchem.6b04670
- The use of vegetation series to assess α and β vegetation diversity and their relationships with geodiversity in the province of Almeria (Spain) with watersheds as operational geographic units J. Ibáñez et al. 10.1080/11263504.2016.1165755
- Extending surface enhanced Raman spectroscopy (SERS) of atmospheric aerosol particles to the accumulation mode (150–800 nm) P. Tirella et al. 10.1039/C8EM00276B
- Methodology for quantifying the volatile mixing state of an aerosol M. Dickau et al. 10.1080/02786826.2016.1185509
- Direct Quantification of Droplet Activation of Ambient Black Carbon Under Water Supersaturation D. Hu et al. 10.1029/2021JD034649
- Impact of aerosol optics on vertical distribution of ozone in autumn over Yangtze River Delta S. Yan et al. 10.5194/acp-23-5177-2023
- Mixing state evolution of agglomerating particles in an aerosol chamber: Comparison of measurements and particle-resolved simulations C. Shou et al. 10.1080/02786826.2019.1661959
- Diverse sources and aging change the mixing state and ice nucleation properties of aerosol particles over the western Pacific and Southern Ocean J. Xue et al. 10.5194/acp-24-7731-2024
- Aerosol Mixing State: Measurements, Modeling, and Impacts N. Riemer et al. 10.1029/2018RG000615
- Evaluating the Impacts of Cloud Processing on Resuspended Aerosol Particles After Cloud Evaporation Using a Particle‐Resolved Model Y. Yao et al. 10.1029/2021JD034992
- Morphological change of solid ammonium sulfate particles below the deliquescence relative humidity: Experimental reproduction of atmospheric sulfate particle shapes S. Ueda 10.1080/02786826.2020.1864277
- Interactions of Asian mineral dust with Indian summer monsoon: Recent advances and challenges Q. Jin et al. 10.1016/j.earscirev.2021.103562
- Quantifying the effects of mixing state on aerosol optical properties Y. Yao et al. 10.5194/acp-22-9265-2022
- Chemical Imaging of Atmospheric Particles A. Laskin et al. 10.1021/acs.accounts.9b00396
- Quantifying errors in the aerosol mixing-state index based on limited particle sample size J. Gasparik et al. 10.1080/02786826.2020.1804523
- Characterising mass-resolved mixing state of black carbon in Beijing using a morphology-independent measurement method C. Yu et al. 10.5194/acp-20-3645-2020
- NMVOC emissions and their formation into secondary organic aerosols over India using WRF-Chem model S. Azmi et al. 10.1016/j.atmosenv.2022.119254
- Quantifying particle-to-particle heterogeneity in aerosol hygroscopicity L. Yuan & C. Zhao 10.5194/acp-23-3195-2023
- The diverse chemical mixing state of aerosol particles in the southeastern United States A. Bondy et al. 10.5194/acp-18-12595-2018
- Deciphering the aqueous chemistry of glyoxal oxidation with hydrogen peroxide using molecular imaging X. Sui et al. 10.1039/C7CP02071F
- Exploration of oxidative chemistry and secondary organic aerosol formation in the Amazon during the wet season: explicit modeling of the Manaus urban plume with GECKO-A C. Mouchel-Vallon et al. 10.5194/acp-20-5995-2020
- Short-Term Effects: Elemental and Morphological Assessment of Aerosols Over Old Delhi Region, India S. Shankar et al. 10.1007/s12647-023-00646-w
- Single particle diversity and mixing state measurements R. Healy et al. 10.5194/acp-14-6289-2014
- Method to quantify black carbon aerosol light absorption enhancement with a mixing state index G. Zhao et al. 10.5194/acp-21-18055-2021
- Biogenic secondary organic aerosols: A review on formation mechanism, analytical challenges and environmental impacts M. Mahilang et al. 10.1016/j.chemosphere.2020.127771
- Unified theoretical framework for black carbon mixing state allows greater accuracy of climate effect estimation J. Wang et al. 10.1038/s41467-023-38330-x
- Aerosol mixing state revealed by transmission electron microscopy pertaining to cloud formation and human airway deposition J. Ching et al. 10.1038/s41612-019-0081-9
- Cloud condensation nuclei activity of internally mixed particle populations at a remote marine free troposphere site in the North Atlantic Ocean Z. Cheng et al. 10.1016/j.scitotenv.2023.166865
- Particle hygroscopicity inhomogeneity and its impact on reactive uptake T. Zong et al. 10.1016/j.scitotenv.2021.151364
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