Articles | Volume 11, issue 1
https://doi.org/10.5194/gmd-11-103-2018
© Author(s) 2018. This work is distributed under
the Creative Commons Attribution 4.0 License.
the Creative Commons Attribution 4.0 License.
Special issue:
https://doi.org/10.5194/gmd-11-103-2018
© Author(s) 2018. This work is distributed under
the Creative Commons Attribution 4.0 License.
the Creative Commons Attribution 4.0 License.
Development and technical paper
| 
12 Jan 2018
Development and technical paper |
| 12 Jan 2018
| 12 Jan 2018
Lagrangian condensation microphysics with Twomey CCN activation
Wojciech W. Grabowski
CORRESPONDING AUTHOR
National Center for Atmospheric Research, Boulder, CO, USA
Institute of Geophysics, Faculty of Physics, University of Warsaw,
Warsaw, Poland
Piotr Dziekan
Institute of Geophysics, Faculty of Physics, University of Warsaw,
Warsaw, Poland
Hanna Pawlowska
Institute of Geophysics, Faculty of Physics, University of Warsaw,
Warsaw, Poland
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Cited
35 citations as recorded by crossref.
- Comparison of Eulerian Bin and Lagrangian Particle-Based Schemes in Simulations of Pi Chamber Dynamics and Microphysics W. Grabowski 10.1175/JAS-D-19-0216.1
- Predicting the morphology of ice particles in deep convection using the super-droplet method: development and evaluation of SCALE-SDM 0.2.5-2.2.0, -2.2.1, and -2.2.2 S. Shima et al. 10.5194/gmd-13-4107-2020
- Observed and Simulated Variability of Droplet Spectral Dispersion in Convective Clouds Over the Amazon L. Hernández Pardo et al. 10.1029/2021JD035076
- Improving collisional growth in Lagrangian cloud models: development and verification of a new splitting algorithm J. Schwenkel et al. 10.5194/gmd-11-3929-2018
- Towards a Better Representation of Fog Microphysics in Large-Eddy Simulations Based on an Embedded Lagrangian Cloud Model J. Schwenkel & B. Maronga 10.3390/atmos11050466
- Modeling of Cloud Microphysics: Can We Do Better? W. Grabowski et al. 10.1175/BAMS-D-18-0005.1
- Realism of Lagrangian Large Eddy Simulations Driven by Reanalysis Meteorology: Tracking a Pocket of Open Cells Under a Biomass Burning Aerosol Layer J. Kazil et al. 10.1029/2021MS002664
- A Lagrangian particle-based numerical model for surfactant-laden droplets at macroscales M. Denys et al. 10.1063/5.0101930
- Inhomogeneous Mixing in Lagrangian Cloud Models: Effects on the Production of Precipitation Embryos F. Hoffmann et al. 10.1175/JAS-D-18-0087.1
- Confronting the Challenge of Modeling Cloud and Precipitation Microphysics H. Morrison et al. 10.1029/2019MS001689
- Limitations of Bin and Bulk Microphysics in Reproducing the Observed Spatial Structure of Light Precipitation M. Witte et al. 10.1175/JAS-D-21-0134.1
- Drop Size Distribution Broadening Mechanisms in a Bin Microphysics Eulerian Model L. Pardo et al. 10.1175/JAS-D-20-0099.1
- The Route to Spring Phytoplankton Blooms Simulated by a Lagrangian Plankton Model K. Noh et al. 10.1029/2020JC016753
- Broadening of Cloud Droplet Spectra through Eddy Hopping: Turbulent Entraining Parcel Simulations G. Abade et al. 10.1175/JAS-D-18-0078.1
- Impact of Giant Sea Salt Aerosol Particles on Precipitation in Marine Cumuli and Stratocumuli: Lagrangian Cloud Model Simulations P. Dziekan et al. 10.1175/JAS-D-21-0041.1
- University of Warsaw Lagrangian Cloud Model (UWLCM) 1.0: a modern large-eddy simulation tool for warm cloud modeling with Lagrangian microphysics P. Dziekan et al. 10.5194/gmd-12-2587-2019
- Cloud droplet size distribution broadening during diffusional growth: ripening amplified by deactivation and reactivation F. Yang et al. 10.5194/acp-18-7313-2018
- The moist parcel‐in‐cell method for modelling moist convection D. Dritschel et al. 10.1002/qj.3319
- Simulation of marine stratocumulus using the super-droplet method: numerical convergence and comparison to a double-moment bulk scheme using SCALE-SDM 5.2.6-2.3.1 C. Yin et al. 10.5194/gmd-17-5167-2024
- Experimental study and empirical modelling of direct-injection n-heptane sprays formed under flash-boiling conditions J. Bachanek et al. 10.1016/j.ijheatmasstransfer.2024.126282
- Role of droplet size classes on the cloud droplet spectral dispersion as observed over the Western Ghats K. Ansari et al. 10.1016/j.atmosres.2020.105104
- libcloudph++ 2.0: aqueous-phase chemistry extension of the particle-based cloud microphysics scheme A. Jaruga & H. Pawlowska 10.5194/gmd-11-3623-2018
- The role of collision and coalescence on the microphysics of marine fog C. Rodriguez‐Geno & D. Richter 10.1002/qj.4831
- Roles of Drop Size Distribution and Turbulence in Autoconversion Based on Lagrangian Cloud Model Simulations D. Oh & Y. Noh 10.1029/2022JD036495
- Comparison of Lagrangian Superdroplet and Eulerian Double-Moment Spectral Microphysics Schemes in Large-Eddy Simulations of an Isolated Cumulus Congestus Cloud K. Chandrakar et al. 10.1175/JAS-D-21-0138.1
- Overcoming computational challenges to realize meter- to submeter-scale resolution in cloud simulations using the super-droplet method T. Matsushima et al. 10.5194/gmd-16-6211-2023
- Entrainment and Mixing in Stratocumulus: Effects of a New Explicit Subgrid-Scale Scheme for Large-Eddy Simulations with Particle-Based Microphysics F. Hoffmann & G. Feingold 10.1175/JAS-D-18-0318.1
- Comparison of Eulerian Bin and Lagrangian Particle-Based Microphysics in Simulations of Nonprecipitating Cumulus W. Grabowski 10.1175/JAS-D-20-0100.1
- University of Warsaw Lagrangian Cloud Model (UWLCM) 2.0: adaptation of a mixed Eulerian–Lagrangian numerical model for heterogeneous computing clusters P. Dziekan & P. Zmijewski 10.5194/gmd-15-4489-2022
- Explicit stochastic advection algorithms for the regional-scale particle-resolved atmospheric aerosol model WRF-PartMC (v1.0) J. Curtis et al. 10.5194/gmd-17-8399-2024
- Cloud droplet diffusional growth in homogeneous isotropic turbulence: bin microphysics versus Lagrangian super-droplet simulations W. Grabowski & L. Thomas 10.5194/acp-21-4059-2021
- Monte Carlo Simulations in Aviation Contrail Study: A Review D. Bianco et al. 10.3390/app12125885
- Parameterization and Explicit Modeling of Cloud Microphysics: Approaches, Challenges, and Future Directions Y. Liu et al. 10.1007/s00376-022-2077-3
- Relationship between Turbulence and Drizzle in Continental and Marine Low Stratiform Clouds P. Borque et al. 10.1175/JAS-D-18-0060.1
- Broadening of Modeled Cloud Droplet Spectra Using Bin Microphysics in an Eulerian Spatial Domain H. Morrison et al. 10.1175/JAS-D-18-0055.1
35 citations as recorded by crossref.
- Comparison of Eulerian Bin and Lagrangian Particle-Based Schemes in Simulations of Pi Chamber Dynamics and Microphysics W. Grabowski 10.1175/JAS-D-19-0216.1
- Predicting the morphology of ice particles in deep convection using the super-droplet method: development and evaluation of SCALE-SDM 0.2.5-2.2.0, -2.2.1, and -2.2.2 S. Shima et al. 10.5194/gmd-13-4107-2020
- Observed and Simulated Variability of Droplet Spectral Dispersion in Convective Clouds Over the Amazon L. Hernández Pardo et al. 10.1029/2021JD035076
- Improving collisional growth in Lagrangian cloud models: development and verification of a new splitting algorithm J. Schwenkel et al. 10.5194/gmd-11-3929-2018
- Towards a Better Representation of Fog Microphysics in Large-Eddy Simulations Based on an Embedded Lagrangian Cloud Model J. Schwenkel & B. Maronga 10.3390/atmos11050466
- Modeling of Cloud Microphysics: Can We Do Better? W. Grabowski et al. 10.1175/BAMS-D-18-0005.1
- Realism of Lagrangian Large Eddy Simulations Driven by Reanalysis Meteorology: Tracking a Pocket of Open Cells Under a Biomass Burning Aerosol Layer J. Kazil et al. 10.1029/2021MS002664
- A Lagrangian particle-based numerical model for surfactant-laden droplets at macroscales M. Denys et al. 10.1063/5.0101930
- Inhomogeneous Mixing in Lagrangian Cloud Models: Effects on the Production of Precipitation Embryos F. Hoffmann et al. 10.1175/JAS-D-18-0087.1
- Confronting the Challenge of Modeling Cloud and Precipitation Microphysics H. Morrison et al. 10.1029/2019MS001689
- Limitations of Bin and Bulk Microphysics in Reproducing the Observed Spatial Structure of Light Precipitation M. Witte et al. 10.1175/JAS-D-21-0134.1
- Drop Size Distribution Broadening Mechanisms in a Bin Microphysics Eulerian Model L. Pardo et al. 10.1175/JAS-D-20-0099.1
- The Route to Spring Phytoplankton Blooms Simulated by a Lagrangian Plankton Model K. Noh et al. 10.1029/2020JC016753
- Broadening of Cloud Droplet Spectra through Eddy Hopping: Turbulent Entraining Parcel Simulations G. Abade et al. 10.1175/JAS-D-18-0078.1
- Impact of Giant Sea Salt Aerosol Particles on Precipitation in Marine Cumuli and Stratocumuli: Lagrangian Cloud Model Simulations P. Dziekan et al. 10.1175/JAS-D-21-0041.1
- University of Warsaw Lagrangian Cloud Model (UWLCM) 1.0: a modern large-eddy simulation tool for warm cloud modeling with Lagrangian microphysics P. Dziekan et al. 10.5194/gmd-12-2587-2019
- Cloud droplet size distribution broadening during diffusional growth: ripening amplified by deactivation and reactivation F. Yang et al. 10.5194/acp-18-7313-2018
- The moist parcel‐in‐cell method for modelling moist convection D. Dritschel et al. 10.1002/qj.3319
- Simulation of marine stratocumulus using the super-droplet method: numerical convergence and comparison to a double-moment bulk scheme using SCALE-SDM 5.2.6-2.3.1 C. Yin et al. 10.5194/gmd-17-5167-2024
- Experimental study and empirical modelling of direct-injection n-heptane sprays formed under flash-boiling conditions J. Bachanek et al. 10.1016/j.ijheatmasstransfer.2024.126282
- Role of droplet size classes on the cloud droplet spectral dispersion as observed over the Western Ghats K. Ansari et al. 10.1016/j.atmosres.2020.105104
- libcloudph++ 2.0: aqueous-phase chemistry extension of the particle-based cloud microphysics scheme A. Jaruga & H. Pawlowska 10.5194/gmd-11-3623-2018
- The role of collision and coalescence on the microphysics of marine fog C. Rodriguez‐Geno & D. Richter 10.1002/qj.4831
- Roles of Drop Size Distribution and Turbulence in Autoconversion Based on Lagrangian Cloud Model Simulations D. Oh & Y. Noh 10.1029/2022JD036495
- Comparison of Lagrangian Superdroplet and Eulerian Double-Moment Spectral Microphysics Schemes in Large-Eddy Simulations of an Isolated Cumulus Congestus Cloud K. Chandrakar et al. 10.1175/JAS-D-21-0138.1
- Overcoming computational challenges to realize meter- to submeter-scale resolution in cloud simulations using the super-droplet method T. Matsushima et al. 10.5194/gmd-16-6211-2023
- Entrainment and Mixing in Stratocumulus: Effects of a New Explicit Subgrid-Scale Scheme for Large-Eddy Simulations with Particle-Based Microphysics F. Hoffmann & G. Feingold 10.1175/JAS-D-18-0318.1
- Comparison of Eulerian Bin and Lagrangian Particle-Based Microphysics in Simulations of Nonprecipitating Cumulus W. Grabowski 10.1175/JAS-D-20-0100.1
- University of Warsaw Lagrangian Cloud Model (UWLCM) 2.0: adaptation of a mixed Eulerian–Lagrangian numerical model for heterogeneous computing clusters P. Dziekan & P. Zmijewski 10.5194/gmd-15-4489-2022
- Explicit stochastic advection algorithms for the regional-scale particle-resolved atmospheric aerosol model WRF-PartMC (v1.0) J. Curtis et al. 10.5194/gmd-17-8399-2024
- Cloud droplet diffusional growth in homogeneous isotropic turbulence: bin microphysics versus Lagrangian super-droplet simulations W. Grabowski & L. Thomas 10.5194/acp-21-4059-2021
- Monte Carlo Simulations in Aviation Contrail Study: A Review D. Bianco et al. 10.3390/app12125885
- Parameterization and Explicit Modeling of Cloud Microphysics: Approaches, Challenges, and Future Directions Y. Liu et al. 10.1007/s00376-022-2077-3
- Relationship between Turbulence and Drizzle in Continental and Marine Low Stratiform Clouds P. Borque et al. 10.1175/JAS-D-18-0060.1
- Broadening of Modeled Cloud Droplet Spectra Using Bin Microphysics in an Eulerian Spatial Domain H. Morrison et al. 10.1175/JAS-D-18-0055.1
Latest update: 30 Dec 2024
Short summary
This paper introduces a novel approach to simulating ice-free clouds. The key process is formation and transport of cloud droplets that are represented through Lagrangian particles referred to as super-droplets. Each super-droplet represents a multitude of natural cloud droplets. The essential component of the scheme that makes it different and more efficient from previous approaches is the presence of super-droplets only within a cloud.
This paper introduces a novel approach to simulating ice-free clouds. The key process is...
