Articles | Volume 19, issue 15
https://doi.org/10.5194/acp-19-10191-2019
© Author(s) 2019. 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-19-10191-2019
© Author(s) 2019. This work is distributed under
the Creative Commons Attribution 4.0 License.
the Creative Commons Attribution 4.0 License.
Research article
| 
13 Aug 2019
Research article |
| 13 Aug 2019
| 13 Aug 2019
An emulator approach to stratocumulus susceptibility
Franziska Glassmeier
CORRESPONDING AUTHOR
Chemical Sciences Division, NOAA Earth System Research Laboratory, 325 Broadway, Boulder, CO 80302, USA
Department of Environmental Sciences, Wageningen University, P.O. Box 47, 6700AA Wageningen, the Netherlands
Fabian Hoffmann
Chemical Sciences Division, NOAA Earth System Research Laboratory, 325 Broadway, Boulder, CO 80302, USA
Cooperative Institute for Research in Environmental Sciences, University of Colorado Boulder, Boulder, CO 80309, USA
Jill S. Johnson
School of Earth and Environment, University of Leeds, Woodhouse Lane Leeds, LS2 9JT, UK
Takanobu Yamaguchi
Chemical Sciences Division, NOAA Earth System Research Laboratory, 325 Broadway, Boulder, CO 80302, USA
Cooperative Institute for Research in Environmental Sciences, University of Colorado Boulder, Boulder, CO 80309, USA
Ken S. Carslaw
School of Earth and Environment, University of Leeds, Woodhouse Lane Leeds, LS2 9JT, UK
Graham Feingold
Chemical Sciences Division, NOAA Earth System Research Laboratory, 325 Broadway, Boulder, CO 80302, USA
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Cited
25 citations as recorded by crossref.
- Evaluation of liquid cloud albedo susceptibility in E3SM using coupled eastern North Atlantic surface and satellite retrievals A. Varble et al. 10.5194/acp-23-13523-2023
- Snow-induced buffering in aerosol–cloud interactions T. Michibata et al. 10.5194/acp-20-13771-2020
- Earth System Model Aerosol–Cloud Diagnostics (ESMAC Diags) package, version 2: assessing aerosols, clouds, and aerosol–cloud interactions via field campaign and long-term observations S. Tang et al. 10.5194/gmd-16-6355-2023
- Distinct regional meteorological influences on low-cloud albedo susceptibility over global marine stratocumulus regions J. Zhang & G. Feingold 10.5194/acp-23-1073-2023
- Liquid Water Path Steady States in Stratocumulus: Insights from Process-Level Emulation and Mixed-Layer Theory F. Hoffmann et al. 10.1175/JAS-D-19-0241.1
- Model calibration using ESEm v1.1.0 – an open, scalable Earth system emulator D. Watson-Parris et al. 10.5194/gmd-14-7659-2021
- Cloud water adjustments to aerosol perturbations are buffered by solar heating in non-precipitating marine stratocumuli J. Zhang et al. 10.5194/acp-24-10425-2024
- Aerosol-cloud-climate cooling overestimated by ship-track data F. Glassmeier et al. 10.1126/science.abd3980
- The impact of aerosol on cloud water: a heuristic perspective F. Hoffmann et al. 10.5194/acp-24-13403-2024
- Comparing the impact of environmental conditions and microphysics on the forecast uncertainty of deep convective clouds and hail C. Wellmann et al. 10.5194/acp-20-2201-2020
- Deconvolution of boundary layer depth and aerosol constraints on cloud water path in subtropical stratocumulus decks A. Possner et al. 10.5194/acp-20-3609-2020
- Diurnal evolution of non-precipitating marine stratocumuli in a large-eddy simulation ensemble Y. Chen et al. 10.5194/acp-24-12661-2024
- Opportunistic experiments to constrain aerosol effective radiative forcing M. Christensen et al. 10.5194/acp-22-641-2022
- Assessing the potential for simplification in global climate model cloud microphysics U. Proske et al. 10.5194/acp-22-4737-2022
- Investigating the sign of stratocumulus adjustments to aerosols in the ICON global storm-resolving model E. Fons et al. 10.5194/acp-24-8653-2024
- Impacts of Mesoscale Cloud Organization on Aerosol‐Induced Cloud Water Adjustment and Cloud Brightness X. Zhou & G. Feingold 10.1029/2023GL103417
- On the Relationship Between Shallow Cumulus Cloud Field Properties and Surface Solar Irradiance J. Gristey et al. 10.1029/2020GL090152
- Sensitivity of mixed-phase moderately deep convective clouds to parameterizations of ice formation – an ensemble perspective A. Miltenberger & P. Field 10.5194/acp-21-3627-2021
- Demystifying the complex nature of stratocumulus clouds with machine learning R. Sansom 10.1002/wea.4001
- Weakening of tropical sea breeze convective systems through interactions of aerosol, radiation, and soil moisture J. Park & S. van den Heever 10.5194/acp-22-10527-2022
- Surface ocean microbiota determine cloud precursors K. Sellegri et al. 10.1038/s41598-020-78097-5
- Model emulation to understand the joint effects of ice-nucleating particles and secondary ice production on deep convective anvil cirrus R. Hawker et al. 10.5194/acp-21-17315-2021
- Evaluation of aerosol–cloud interactions in E3SM using a Lagrangian framework M. Christensen et al. 10.5194/acp-23-2789-2023
- Technical note: Emulation of a large-eddy simulator for stratocumulus clouds in a general circulation model K. Nordling et al. 10.5194/acp-24-869-2024
- Quantifying uncertainty in simulations of the West African monsoon with the use of surrogate models M. Fischer et al. 10.5194/wcd-5-511-2024
25 citations as recorded by crossref.
- Evaluation of liquid cloud albedo susceptibility in E3SM using coupled eastern North Atlantic surface and satellite retrievals A. Varble et al. 10.5194/acp-23-13523-2023
- Snow-induced buffering in aerosol–cloud interactions T. Michibata et al. 10.5194/acp-20-13771-2020
- Earth System Model Aerosol–Cloud Diagnostics (ESMAC Diags) package, version 2: assessing aerosols, clouds, and aerosol–cloud interactions via field campaign and long-term observations S. Tang et al. 10.5194/gmd-16-6355-2023
- Distinct regional meteorological influences on low-cloud albedo susceptibility over global marine stratocumulus regions J. Zhang & G. Feingold 10.5194/acp-23-1073-2023
- Liquid Water Path Steady States in Stratocumulus: Insights from Process-Level Emulation and Mixed-Layer Theory F. Hoffmann et al. 10.1175/JAS-D-19-0241.1
- Model calibration using ESEm v1.1.0 – an open, scalable Earth system emulator D. Watson-Parris et al. 10.5194/gmd-14-7659-2021
- Cloud water adjustments to aerosol perturbations are buffered by solar heating in non-precipitating marine stratocumuli J. Zhang et al. 10.5194/acp-24-10425-2024
- Aerosol-cloud-climate cooling overestimated by ship-track data F. Glassmeier et al. 10.1126/science.abd3980
- The impact of aerosol on cloud water: a heuristic perspective F. Hoffmann et al. 10.5194/acp-24-13403-2024
- Comparing the impact of environmental conditions and microphysics on the forecast uncertainty of deep convective clouds and hail C. Wellmann et al. 10.5194/acp-20-2201-2020
- Deconvolution of boundary layer depth and aerosol constraints on cloud water path in subtropical stratocumulus decks A. Possner et al. 10.5194/acp-20-3609-2020
- Diurnal evolution of non-precipitating marine stratocumuli in a large-eddy simulation ensemble Y. Chen et al. 10.5194/acp-24-12661-2024
- Opportunistic experiments to constrain aerosol effective radiative forcing M. Christensen et al. 10.5194/acp-22-641-2022
- Assessing the potential for simplification in global climate model cloud microphysics U. Proske et al. 10.5194/acp-22-4737-2022
- Investigating the sign of stratocumulus adjustments to aerosols in the ICON global storm-resolving model E. Fons et al. 10.5194/acp-24-8653-2024
- Impacts of Mesoscale Cloud Organization on Aerosol‐Induced Cloud Water Adjustment and Cloud Brightness X. Zhou & G. Feingold 10.1029/2023GL103417
- On the Relationship Between Shallow Cumulus Cloud Field Properties and Surface Solar Irradiance J. Gristey et al. 10.1029/2020GL090152
- Sensitivity of mixed-phase moderately deep convective clouds to parameterizations of ice formation – an ensemble perspective A. Miltenberger & P. Field 10.5194/acp-21-3627-2021
- Demystifying the complex nature of stratocumulus clouds with machine learning R. Sansom 10.1002/wea.4001
- Weakening of tropical sea breeze convective systems through interactions of aerosol, radiation, and soil moisture J. Park & S. van den Heever 10.5194/acp-22-10527-2022
- Surface ocean microbiota determine cloud precursors K. Sellegri et al. 10.1038/s41598-020-78097-5
- Model emulation to understand the joint effects of ice-nucleating particles and secondary ice production on deep convective anvil cirrus R. Hawker et al. 10.5194/acp-21-17315-2021
- Evaluation of aerosol–cloud interactions in E3SM using a Lagrangian framework M. Christensen et al. 10.5194/acp-23-2789-2023
- Technical note: Emulation of a large-eddy simulator for stratocumulus clouds in a general circulation model K. Nordling et al. 10.5194/acp-24-869-2024
- Quantifying uncertainty in simulations of the West African monsoon with the use of surrogate models M. Fischer et al. 10.5194/wcd-5-511-2024
Latest update: 14 Dec 2024
Short summary
The climatic relevance of aerosol–cloud interactions depends on the sensitivity of the radiative effect of clouds to certain cloud properties. We derive the dependence of cloud fraction, cloud albedo, and the relative cloud radiative effect on the number of cloud droplets and on liquid water path from a large set of detailed simulations of stratocumulus clouds.
The climatic relevance of aerosol–cloud interactions depends on the sensitivity of the radiative...
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