Articles | Volume 22, issue 15 
            
                
                    
            
            
            https://doi.org/10.5194/acp-22-9767-2022
                    © Author(s) 2022. This work is distributed under 
the Creative Commons Attribution 4.0 License.
                the Creative Commons Attribution 4.0 License.
https://doi.org/10.5194/acp-22-9767-2022
                    © Author(s) 2022. This work is distributed under 
the Creative Commons Attribution 4.0 License.
                the Creative Commons Attribution 4.0 License.
Retrieving ice-nucleating particle concentration and ice multiplication factors using active remote sensing validated by in situ observations
                                            ETH Zurich, Institute for Atmospheric and Climate Science, Zurich, Switzerland
                                        
                                    Nikola Ihn
                                            ETH Zurich, Institute for Atmospheric and Climate Science, Zurich, Switzerland
                                        
                                    Claudia Mignani
                                            Department of Environmental Sciences, University of Basel, Basel, Switzerland
                                        
                                    
                                            now at: Department of Atmospheric Science, Colorado State University, Fort Collins, USA
                                        
                                    Moritz Haarig
                                            Leibniz Institute for Tropospheric Research, Leipzig, Germany
                                        
                                    Johannes Bühl
                                            Leibniz Institute for Tropospheric Research, Leipzig, Germany
                                        
                                    Patric Seifert
                                            Leibniz Institute for Tropospheric Research, Leipzig, Germany
                                        
                                    Ronny Engelmann
                                            Leibniz Institute for Tropospheric Research, Leipzig, Germany
                                        
                                    Fabiola Ramelli
                                            ETH Zurich, Institute for Atmospheric and Climate Science, Zurich, Switzerland
                                        
                                    Zamin A. Kanji
                                            ETH Zurich, Institute for Atmospheric and Climate Science, Zurich, Switzerland
                                        
                                    Ulrike Lohmann
                                            ETH Zurich, Institute for Atmospheric and Climate Science, Zurich, Switzerland
                                        
                                    Jan Henneberger
CORRESPONDING AUTHOR
                                            
                                    
                                            ETH Zurich, Institute for Atmospheric and Climate Science, Zurich, Switzerland
                                        
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                            Cited
13 citations as recorded by crossref.
- Distinct secondary ice production processes observed in radar Doppler spectra: insights from a case study A. Billault-Roux et al. 10.5194/acp-23-10207-2023
- Recent improvements and maximum covariance analysis of aerosol and cloud properties in the EC-Earth3-AerChem model M. Thomas et al. 10.5194/gmd-17-6903-2024
- Predicting atmospheric background number concentration of ice-nucleating particles in the Arctic G. Li et al. 10.5194/acp-22-14441-2022
- Bioaerosols are the dominant source of warm-temperature immersion-mode INPs and drive uncertainties in INP predictability G. Cornwell et al. 10.1126/sciadv.adg3715
- Snowfall in Northern Finland derives mostly from ice clouds C. Mignani et al. 10.5194/acp-22-13551-2022
- Conditions favorable for secondary ice production in Arctic mixed-phase clouds J. Pasquier et al. 10.5194/acp-22-15579-2022
- Technical note: Identification of two ice-nucleating regimes for dust-related cirrus clouds based on the relationship between number concentrations of ice-nucleating particles and ice crystals Y. He et al. 10.5194/acp-22-13067-2022
- POLIPHON conversion factors for retrieving dust-related cloud condensation nuclei and ice-nucleating particle concentration profiles at oceanic sites Y. He et al. 10.5194/amt-16-1951-2023
- Simulations of primary and secondary ice production during an Arctic mixed-phase cloud case from the Ny-Ålesund Aerosol Cloud Experiment (NASCENT) campaign B. Schäfer et al. 10.5194/acp-24-7179-2024
- Assessing the global contribution of marine aerosols, terrestrial bioaerosols, and desert dust to ice-nucleating particle concentrations M. Chatziparaschos et al. 10.5194/acp-25-9085-2025
- Unraveling ice multiplication in winter orographic clouds via in-situ observations, remote sensing and modeling P. Georgakaki et al. 10.1038/s41612-024-00671-9
- Understanding Aerosol–Cloud Interactions through Lidar Techniques: A Review F. Cairo et al. 10.3390/rs16152788
- Retrieving ice-nucleating particle concentration and ice multiplication factors using active remote sensing validated by in situ observations J. Wieder et al. 10.5194/acp-22-9767-2022
12 citations as recorded by crossref.
- Distinct secondary ice production processes observed in radar Doppler spectra: insights from a case study A. Billault-Roux et al. 10.5194/acp-23-10207-2023
- Recent improvements and maximum covariance analysis of aerosol and cloud properties in the EC-Earth3-AerChem model M. Thomas et al. 10.5194/gmd-17-6903-2024
- Predicting atmospheric background number concentration of ice-nucleating particles in the Arctic G. Li et al. 10.5194/acp-22-14441-2022
- Bioaerosols are the dominant source of warm-temperature immersion-mode INPs and drive uncertainties in INP predictability G. Cornwell et al. 10.1126/sciadv.adg3715
- Snowfall in Northern Finland derives mostly from ice clouds C. Mignani et al. 10.5194/acp-22-13551-2022
- Conditions favorable for secondary ice production in Arctic mixed-phase clouds J. Pasquier et al. 10.5194/acp-22-15579-2022
- Technical note: Identification of two ice-nucleating regimes for dust-related cirrus clouds based on the relationship between number concentrations of ice-nucleating particles and ice crystals Y. He et al. 10.5194/acp-22-13067-2022
- POLIPHON conversion factors for retrieving dust-related cloud condensation nuclei and ice-nucleating particle concentration profiles at oceanic sites Y. He et al. 10.5194/amt-16-1951-2023
- Simulations of primary and secondary ice production during an Arctic mixed-phase cloud case from the Ny-Ålesund Aerosol Cloud Experiment (NASCENT) campaign B. Schäfer et al. 10.5194/acp-24-7179-2024
- Assessing the global contribution of marine aerosols, terrestrial bioaerosols, and desert dust to ice-nucleating particle concentrations M. Chatziparaschos et al. 10.5194/acp-25-9085-2025
- Unraveling ice multiplication in winter orographic clouds via in-situ observations, remote sensing and modeling P. Georgakaki et al. 10.1038/s41612-024-00671-9
- Understanding Aerosol–Cloud Interactions through Lidar Techniques: A Review F. Cairo et al. 10.3390/rs16152788
Latest update: 30 Oct 2025
Short summary
                    Ice formation and its evolution in mixed-phase clouds are still uncertain. We evaluate the lidar retrieval of ice-nucleating particle concentration in dust-dominated and continental air masses over the Swiss Alps with in situ observations. A calibration factor to improve the retrieval from continental air masses is proposed. Ice multiplication factors are obtained with a new method utilizing remote sensing. Our results indicate that secondary ice production occurs at temperatures down to −30 °C.
                    Ice formation and its evolution in mixed-phase clouds are still uncertain. We evaluate the lidar...
                    
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