Research article
14 Sep 2017
Research article
| 14 Sep 2017
Uncertainty in counting ice nucleating particles with continuous flow diffusion chambers
Sarvesh Garimella et al.
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Cited
30 citations as recorded by crossref.
- The Fifth International Workshop on Ice Nucleation phase 2 (FIN-02): laboratory intercomparison of ice nucleation measurements P. DeMott et al. 10.5194/amt-11-6231-2018
- Condensation/immersion mode ice-nucleating particles in a boreal environment M. Paramonov et al. 10.5194/acp-20-6687-2020
- Heterogeneous ice nucleation properties of natural desert dust particles coated with a surrogate of secondary organic aerosol Z. Kanji et al. 10.5194/acp-19-5091-2019
- A link between the ice nucleation activity and the biogeochemistry of seawater M. Wolf et al. 10.5194/acp-20-15341-2020
- Sensitivity of Lake-Effect Cloud Microphysical Processes to Ice Crystal Habit and Nucleation during OWLeS IOP4 L. Gaudet et al. 10.1175/JAS-D-19-0004.1
- Soot PCF: pore condensation and freezing framework for soot aggregates C. Marcolli et al. 10.5194/acp-21-7791-2021
- A laboratory investigation of the ice nucleation efficiency of three types of mineral and soil dust M. Paramonov et al. 10.5194/acp-18-16515-2018
- Long‐Term Trends of High Aerosol Pollution Events and Their Climatic Impacts in North America Using Multiple Satellite Retrievals and Modern‐Era Retrospective Analysis for Research and Applications version 2 Q. Jin & S. Pryor 10.1029/2019JD031137
- The role of contact angle and pore width on pore condensation and freezing R. David et al. 10.5194/acp-20-9419-2020
- Measurements of Ice Nucleating Particles in Beijing, China K. Bi et al. 10.1029/2019JD030609
- Laboratory study of the heterogeneous ice nucleation on black-carbon-containing aerosol L. Nichman et al. 10.5194/acp-19-12175-2019
- CCN and INP activity of middle eastern soil dust C. Roesch et al. 10.1016/j.aeolia.2021.100729
- The effects of morphology, mobility size, and secondary organic aerosol (SOA) material coating on the ice nucleation activity of black carbon in the cirrus regime C. Zhang et al. 10.5194/acp-20-13957-2020
- Leipzig Ice Nucleation chamber Comparison (LINC): intercomparison of four online ice nucleation counters M. Burkert-Kohn et al. 10.5194/acp-17-11683-2017
- Particle emissions from a modern heavy-duty diesel engine as ice nuclei in immersion freezing mode: a laboratory study on fossil and renewable fuels K. Korhonen et al. 10.5194/acp-22-1615-2022
- A comprehensive characterization of ice nucleation by three different types of cellulose particles immersed in water N. Hiranuma et al. 10.5194/acp-19-4823-2019
- Ice-nucleating ability of particulate emissions from solid-biomass-fired cookstoves: an experimental study K. Korhonen et al. 10.5194/acp-20-4951-2020
- On-chip analysis of atmospheric ice-nucleating particles in continuous flow M. Tarn et al. 10.1039/D0LC00251H
- Heterogeneous ice nucleation on dust particles sourced from nine deserts worldwide – Part 2: Deposition nucleation and condensation freezing Y. Boose et al. 10.5194/acp-19-1059-2019
- The relative impact of cloud condensation nuclei and ice nucleating particle concentrations on phase partitioning in Arctic mixed-phase stratocumulus clouds A. Solomon et al. 10.5194/acp-18-17047-2018
- Comparative measurements of ambient atmospheric concentrations of ice nucleating particles using multiple immersion freezing methods and a continuous flow diffusion chamber P. DeMott et al. 10.5194/acp-17-11227-2017
- Investigating the Heterogeneous Ice Nucleation of Sea Spray Aerosols Using Prochlorococcus as a Model Source of Marine Organic Matter M. Wolf et al. 10.1021/acs.est.8b05150
- Immersion Freezing Ability of Freshly Emitted Soot with Various Physico-Chemical Characteristics J. Falk et al. 10.3390/atmos12091173
- Cloud Condensation Nuclei and Immersion Freezing Abilities of Al<sub>2</sub>O<sub>3</sub> and Fe<sub>2</sub>O<sub>3</sub> Particles Measured with the Meteorological Research Institute's Cloud Simulation Chamber T. KUO et al. 10.2151/jmsj.2019-032
- A new method for operating a continuous-flow diffusion chamber to investigate immersion freezing: assessment and performance study G. Kulkarni et al. 10.5194/amt-13-6631-2020
- SPIN modification for low-temperature experiments A. Welti et al. 10.5194/amt-13-7059-2020
- Enhanced Ice Nucleation of Simulated Sea Salt Particles with the Addition of Anthropogenic Per- and Polyfluoroalkyl Substances M. Wolf et al. 10.1021/acsearthspacechem.1c00138
- Multi-thermals and high concentrations of secondary ice: a modelling study of convective clouds during the Ice in Clouds Experiment – Dust (ICE-D) campaign Z. Cui et al. 10.5194/acp-22-1649-2022
- Overview of Ice Nucleating Particles Z. Kanji et al. 10.1175/AMSMONOGRAPHS-D-16-0006.1
- A continuous flow diffusion chamber study of sea salt particles acting as cloud nuclei: deliquescence and ice nucleation X. Kong et al. 10.1080/16000889.2018.1463806
28 citations as recorded by crossref.
- The Fifth International Workshop on Ice Nucleation phase 2 (FIN-02): laboratory intercomparison of ice nucleation measurements P. DeMott et al. 10.5194/amt-11-6231-2018
- Condensation/immersion mode ice-nucleating particles in a boreal environment M. Paramonov et al. 10.5194/acp-20-6687-2020
- Heterogeneous ice nucleation properties of natural desert dust particles coated with a surrogate of secondary organic aerosol Z. Kanji et al. 10.5194/acp-19-5091-2019
- A link between the ice nucleation activity and the biogeochemistry of seawater M. Wolf et al. 10.5194/acp-20-15341-2020
- Sensitivity of Lake-Effect Cloud Microphysical Processes to Ice Crystal Habit and Nucleation during OWLeS IOP4 L. Gaudet et al. 10.1175/JAS-D-19-0004.1
- Soot PCF: pore condensation and freezing framework for soot aggregates C. Marcolli et al. 10.5194/acp-21-7791-2021
- A laboratory investigation of the ice nucleation efficiency of three types of mineral and soil dust M. Paramonov et al. 10.5194/acp-18-16515-2018
- Long‐Term Trends of High Aerosol Pollution Events and Their Climatic Impacts in North America Using Multiple Satellite Retrievals and Modern‐Era Retrospective Analysis for Research and Applications version 2 Q. Jin & S. Pryor 10.1029/2019JD031137
- The role of contact angle and pore width on pore condensation and freezing R. David et al. 10.5194/acp-20-9419-2020
- Measurements of Ice Nucleating Particles in Beijing, China K. Bi et al. 10.1029/2019JD030609
- Laboratory study of the heterogeneous ice nucleation on black-carbon-containing aerosol L. Nichman et al. 10.5194/acp-19-12175-2019
- CCN and INP activity of middle eastern soil dust C. Roesch et al. 10.1016/j.aeolia.2021.100729
- The effects of morphology, mobility size, and secondary organic aerosol (SOA) material coating on the ice nucleation activity of black carbon in the cirrus regime C. Zhang et al. 10.5194/acp-20-13957-2020
- Leipzig Ice Nucleation chamber Comparison (LINC): intercomparison of four online ice nucleation counters M. Burkert-Kohn et al. 10.5194/acp-17-11683-2017
- Particle emissions from a modern heavy-duty diesel engine as ice nuclei in immersion freezing mode: a laboratory study on fossil and renewable fuels K. Korhonen et al. 10.5194/acp-22-1615-2022
- A comprehensive characterization of ice nucleation by three different types of cellulose particles immersed in water N. Hiranuma et al. 10.5194/acp-19-4823-2019
- Ice-nucleating ability of particulate emissions from solid-biomass-fired cookstoves: an experimental study K. Korhonen et al. 10.5194/acp-20-4951-2020
- On-chip analysis of atmospheric ice-nucleating particles in continuous flow M. Tarn et al. 10.1039/D0LC00251H
- Heterogeneous ice nucleation on dust particles sourced from nine deserts worldwide – Part 2: Deposition nucleation and condensation freezing Y. Boose et al. 10.5194/acp-19-1059-2019
- The relative impact of cloud condensation nuclei and ice nucleating particle concentrations on phase partitioning in Arctic mixed-phase stratocumulus clouds A. Solomon et al. 10.5194/acp-18-17047-2018
- Comparative measurements of ambient atmospheric concentrations of ice nucleating particles using multiple immersion freezing methods and a continuous flow diffusion chamber P. DeMott et al. 10.5194/acp-17-11227-2017
- Investigating the Heterogeneous Ice Nucleation of Sea Spray Aerosols Using Prochlorococcus as a Model Source of Marine Organic Matter M. Wolf et al. 10.1021/acs.est.8b05150
- Immersion Freezing Ability of Freshly Emitted Soot with Various Physico-Chemical Characteristics J. Falk et al. 10.3390/atmos12091173
- Cloud Condensation Nuclei and Immersion Freezing Abilities of Al<sub>2</sub>O<sub>3</sub> and Fe<sub>2</sub>O<sub>3</sub> Particles Measured with the Meteorological Research Institute's Cloud Simulation Chamber T. KUO et al. 10.2151/jmsj.2019-032
- A new method for operating a continuous-flow diffusion chamber to investigate immersion freezing: assessment and performance study G. Kulkarni et al. 10.5194/amt-13-6631-2020
- SPIN modification for low-temperature experiments A. Welti et al. 10.5194/amt-13-7059-2020
- Enhanced Ice Nucleation of Simulated Sea Salt Particles with the Addition of Anthropogenic Per- and Polyfluoroalkyl Substances M. Wolf et al. 10.1021/acsearthspacechem.1c00138
- Multi-thermals and high concentrations of secondary ice: a modelling study of convective clouds during the Ice in Clouds Experiment – Dust (ICE-D) campaign Z. Cui et al. 10.5194/acp-22-1649-2022
Discussed (final revised paper)
Latest update: 24 May 2022
Short summary
This study investigates systematic and variable low bias in the measurement of ice nucleating particle concentration using continuous flow diffusion chambers. We find that non-ideal instrument behavior exposes particles to different humidities and/or temperatures than predicted from theory. We use a machine learning approach to quantify and minimize the uncertainty associated with this measurement bias.
This study investigates systematic and variable low bias in the measurement of ice nucleating...
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