Articles | Volume 25, issue 21 
            
                
                    
            
            
            https://doi.org/10.5194/acp-25-14449-2025
                    © Author(s) 2025. 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-25-14449-2025
                    © Author(s) 2025. This work is distributed under 
the Creative Commons Attribution 4.0 License.
                the Creative Commons Attribution 4.0 License.
Towards an improved understanding of the impact of clouds and precipitation on the representation of aerosols over the Boreal Forest in GCMs
                                            Department of Technical Physics, University of Eastern Finland, Kuopio, 70210, Finland 
                                        
                                    
                                            Department of Environmental Science and Bolin Centre for Climate Research,  Stockholm University, Stockholm, 10691, Sweden
                                        
                                    Paul Kim
                                            Department of Mathematics and Statistics, University of Exeter, Exeter, EX4 4QF, United Kingdom
                                        
                                    Emanuele Tovazzi
                                            Department of Mathematics and Statistics, University of Exeter, Exeter, EX4 4QF, United Kingdom
                                        
                                    Eemeli Holopainen
                                            Department of Technical Physics, University of Eastern Finland, Kuopio, 70210, Finland 
                                        
                                    
                                            Atmospheric Research Centre of Eastern Finland, Finnish Meteorological Institute, Kuopio, 70211, Finland
                                        
                                    
                                            Institute for Chemical Engineering Sciences of Foundation for Research and Technology Hellas,  Patras, 26504, Greece
                                        
                                    Roxana Cremer
                                            Department of Environmental Science and Bolin Centre for Climate Research,  Stockholm University, Stockholm, 10691, Sweden
                                        
                                    
                                            now at: Leibniz Institute for Tropospheric Research, Leipzig, 04318, Germany
                                        
                                    Thomas Kühn
                                            Weather and Climate Change Impact Research, Finnish Meteorological Institute, Helsinki, 00101, Finland
                                        
                                    Harri Kokkola
                                            Department of Technical Physics, University of Eastern Finland, Kuopio, 70210, Finland 
                                        
                                    
                                            Atmospheric Research Centre of Eastern Finland, Finnish Meteorological Institute, Kuopio, 70211, Finland
                                        
                                    Zak Kipling
                                            European Centre for Medium-Range Weather Forecasts, Reading, RG2 9AX, United Kingdom
                                        
                                    David Neubauer
                                            European Centre for Medium-Range Weather Forecasts, Reading, RG2 9AX, United Kingdom
                                        
                                    
                                            Institute for Atmospheric and Climate Science, ETH Zürich, Zurich, Switzerland
                                        
                                    João C. Teixeira
                                            Met Office Hadley Centre, Exeter, EX1 3PB, United Kingdom
                                        
                                    Alistair Sellar
                                            Met Office Hadley Centre, Exeter, EX1 3PB, United Kingdom
                                        
                                    Duncan Watson-Parris
                                            Scripps Institution of Oceanography and Halıcıoğlu Data Science Institute,  University of California San Diego, La Jolla, CA 92093, USA
                                        
                                    Yang Yang
                                            School of Environmental Sciences and Engineering, Nanjing University of Information Science and Technology, Nanjing, Jiangsu, China
                                        
                                    Jialei Zhu
                                            Institute of Surface-Earth System Science, School of Earth System Science, Tianjin University,  Tianjin, 300072, China
                                        
                                    Srinath Krishnan
                                            CICERO Center for International Climate Research, Oslo, 0349, Norway
                                        
                                    Annele Virtanen
                                            Department of Technical Physics, University of Eastern Finland, Kuopio, 70210, Finland 
                                        
                                    Daniel G. Partridge
CORRESPONDING AUTHOR
                                            
                                    
                                            Department of Mathematics and Statistics, University of Exeter, Exeter, EX4 4QF, United Kingdom
                                        
                                    Data sets
Data for "Towards an improved understanding of the impact of clouds and precipitation on the representation of aerosols over the Boreal Forest in GCMs" by Talvinen et al. Sini Talvinen et al. https://doi.org/10.5281/zenodo.15552901
Model code and software
Codes for "Towards an improved understanding of the impact of clouds and precipitation on the representation of aerosols over the Boreal Forest in GCMs" by Talvinen et al. Sini Talvinen et al. https://doi.org/10.5281/zenodo.16902872
Short summary
                    Climate models struggle to predict how clouds and aerosols interact, affecting Earth’s energy balance. This study compares models to observations to see how they describe effects of clouds and rain on aerosols. While both models show similar overall trends, seasonal differences emerged. These, however, align with differences in key variables participating in cloud formation. The study provides insights on how to improve the representation of aerosol-cloud interactions in climate models.
                    Climate models struggle to predict how clouds and aerosols interact, affecting Earth’s energy...
                    
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