Articles | Volume 19, issue 8
https://doi.org/10.5194/acp-19-5331-2019
© 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-19-5331-2019
© Author(s) 2019. This work is distributed under
the Creative Commons Attribution 4.0 License.
the Creative Commons Attribution 4.0 License.
Research article
| 
18 Apr 2019
Research article |
| 18 Apr 2019
| 18 Apr 2019
Constraining the aerosol influence on cloud liquid water path
Edward Gryspeerdt
CORRESPONDING AUTHOR
Space and Atmospheric Physics Group, Imperial College, London, UK
Tom Goren
Institute for Meteorology, Universität Leipzig, Leipzig, Germany
Odran Sourdeval
Institute for Meteorology, Universität Leipzig, Leipzig, Germany
Laboratoire d'Optique Atmosphérique, Université de Lille, Villeneuve-d'Ascq, France
Johannes Quaas
Institute for Meteorology, Universität Leipzig, Leipzig, Germany
Johannes Mülmenstädt
Institute for Meteorology, Universität Leipzig, Leipzig, Germany
Sudhakar Dipu
Institute for Meteorology, Universität Leipzig, Leipzig, Germany
Claudia Unglaub
Institute for Meteorology, Universität Leipzig, Leipzig, Germany
Andrew Gettelman
National Center for Atmospheric Research, Boulder, CO, USA
Matthew Christensen
Department of Physics, University of Oxford, Oxford, UK
Viewed
Total article views: 6,548 (including HTML, PDF, and XML)
Cumulative views and downloads
(calculated since 25 Sep 2018)
| HTML | XML | Total | Supplement | BibTeX | EndNote | |
|---|---|---|---|---|---|---|
| 4,639 | 1,849 | 60 | 6,548 | 313 | 99 | 93 |
- HTML: 4,639
- PDF: 1,849
- XML: 60
- Total: 6,548
- Supplement: 313
- BibTeX: 99
- EndNote: 93
Total article views: 5,675 (including HTML, PDF, and XML)
Cumulative views and downloads
(calculated since 18 Apr 2019)
| HTML | XML | Total | Supplement | BibTeX | EndNote | |
|---|---|---|---|---|---|---|
| 4,126 | 1,494 | 55 | 5,675 | 313 | 94 | 85 |
- HTML: 4,126
- PDF: 1,494
- XML: 55
- Total: 5,675
- Supplement: 313
- BibTeX: 94
- EndNote: 85
Total article views: 873 (including HTML, PDF, and XML)
Cumulative views and downloads
(calculated since 25 Sep 2018)
| HTML | XML | Total | BibTeX | EndNote | |
|---|---|---|---|---|---|
| 513 | 355 | 5 | 873 | 5 | 8 |
- HTML: 513
- PDF: 355
- XML: 5
- Total: 873
- BibTeX: 5
- EndNote: 8
Viewed (geographical distribution)
Total article views: 6,548 (including HTML, PDF, and XML)
Thereof 6,359 with geography defined
and 189 with unknown origin.
Total article views: 5,675 (including HTML, PDF, and XML)
Thereof 5,501 with geography defined
and 174 with unknown origin.
Total article views: 873 (including HTML, PDF, and XML)
Thereof 858 with geography defined
and 15 with unknown origin.
| Country | # | Views | % |
|---|
| Country | # | Views | % |
|---|
| Country | # | Views | % |
|---|
| Total: | 0 |
| HTML: | 0 |
| PDF: | 0 |
| XML: | 0 |
- 1
1
| Total: | 0 |
| HTML: | 0 |
| PDF: | 0 |
| XML: | 0 |
- 1
1
| Total: | 0 |
| HTML: | 0 |
| PDF: | 0 |
| XML: | 0 |
- 1
1
Cited
111 citations as recorded by crossref.
- Exploring ship track spreading rates with a physics-informed Langevin particle parameterization L. McMichael et al. 10.5194/gmd-17-7867-2024
- Simulation of Aerosol Indirect Effects on Cloud Streets Over the Northwestern Pacific Ocean C. Wu & J. Chen 10.1029/2020JD034325
- Observing short-timescale cloud development to constrain aerosol–cloud interactions E. Gryspeerdt et al. 10.5194/acp-22-11727-2022
- Cloudy with a chance of precision: satellite’s autoconversion rates forecasting powered by machine learning M. Novitasari et al. 10.1017/eds.2024.24
- Atmospheric energy budget response to idealized aerosol perturbation in tropical cloud systems G. Dagan et al. 10.5194/acp-20-4523-2020
- Quantifying variations in shortwave aerosol–cloud–radiation interactions using local meteorology and cloud state constraints A. Douglas & T. L'Ecuyer 10.5194/acp-19-6251-2019
- Retrieval of cloud liquid water path using radiosonde measurements: Comparison with MODIS and ERA5 R. Nandan et al. 10.1016/j.jastp.2021.105799
- Reducing Aerosol Forcing Uncertainty by Combining Models With Satellite and Within‐The‐Atmosphere Observations: A Three‐Way Street R. Kahn et al. 10.1029/2022RG000796
- Substantial Cloud Brightening From Shipping in Subtropical Low Clouds M. Diamond et al. 10.1029/2019AV000111
- Observing the timescales of aerosol–cloud interactions in snapshot satellite images E. Gryspeerdt et al. 10.5194/acp-21-6093-2021
- Spatial Aggregation of Satellite Observations Leads to an Overestimation of the Radiative Forcing due to Aerosol‐Cloud Interactions T. Goren et al. 10.1029/2023GL105282
- Potential Modulation of Aerosol on Precipitation Efficiency in Southwest China P. Zhao et al. 10.3390/rs16081445
- An evaluation of the liquid cloud droplet effective radius derived from MODIS, airborne remote sensing, and in situ measurements from CAMP2Ex D. Fu et al. 10.5194/acp-22-8259-2022
- 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
- Radiative forcing of the aerosol-cloud interaction in seriously polluted East China and East China Sea X. Zhang et al. 10.1016/j.atmosres.2020.105405
- Modulated Responses of East Asian Winter Climate to Anthropogenic Aerosols by Urban Cover in Eastern China J. Deng et al. 10.3390/atmos12040471
- Weak average liquid-cloud-water response to anthropogenic aerosols V. Toll et al. 10.1038/s41586-019-1423-9
- Interactions between trade wind clouds and local forcings over the Great Barrier Reef: a case study using convection-permitting simulations W. Zhao et al. 10.5194/acp-24-5713-2024
- Dual-field-of-view high-spectral-resolution lidar: Simultaneous profiling of aerosol and water cloud to study aerosol–cloud interaction N. Wang et al. 10.1073/pnas.2110756119
- How Cloud Droplet Number Concentration Impacts Liquid Water Path and Precipitation in Marine Stratocumulus Clouds—A Satellite-Based Analysis Using Explainable Machine Learning L. Zipfel et al. 10.3390/atmos15050596
- Invisible ship tracks show large cloud sensitivity to aerosol P. Manshausen et al. 10.1038/s41586-022-05122-0
- Ensemble daily simulations for elucidating cloud–aerosol interactions under a large spread of realistic environmental conditions G. Dagan & P. Stier 10.5194/acp-20-6291-2020
- Radiative forcing from the 2020 shipping fuel regulation is large but hard to detect J. Zhang et al. 10.1038/s43247-024-01911-9
- Stability-dependent increases in liquid water with droplet number in the Arctic R. Murray-Watson & E. Gryspeerdt 10.5194/acp-22-5743-2022
- Present and future aerosol impacts on Arctic climate change in the GISS-E2.1 Earth system model U. Im et al. 10.5194/acp-21-10413-2021
- Separating radiative forcing by aerosol–cloud interactions and rapid cloud adjustments in the ECHAM–HAMMOZ aerosol–climate model using the method of partial radiative perturbations J. Mülmenstädt et al. 10.5194/acp-19-15415-2019
- Phytoplankton Impact on Marine Cloud Microphysical Properties Over the Northeast Atlantic Ocean K. Mansour et al. 10.1029/2021JD036355
- Quantification of the Radiative Effect of Aerosol–Cloud Interactions in Shallow Continental Cumulus Clouds I. Glenn et al. 10.1175/JAS-D-19-0269.1
- 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
- Anthropogenic emissions from South Asia reverses the aerosol indirect effect over the northern Indian Ocean S. Jose et al. 10.1038/s41598-020-74897-x
- Simulating Aerosol Lifecycle Impacts on the Subtropical Stratocumulus‐to‐Cumulus Transition Using Large‐Eddy Simulations E. Erfani et al. 10.1029/2022JD037258
- Impact of Holuhraun volcano aerosols on clouds in cloud-system-resolving simulations M. Haghighatnasab et al. 10.5194/acp-22-8457-2022
- Machine learning reveals climate forcing from aerosols is dominated by increased cloud cover Y. Chen et al. 10.1038/s41561-022-00991-6
- The Representation of Sea Salt Aerosols and Their Role in Polar Climate Within CMIP6 R. Lapere et al. 10.1029/2022JD038235
- Albedo susceptibility of northeastern Pacific stratocumulus: the role of covarying meteorological conditions J. Zhang et al. 10.5194/acp-22-861-2022
- A simple and realistic aerosol emission approach for use in the Thompson–Eidhammer microphysics scheme in the NOAA UFS Weather Model (version GSL global-24Feb2022) H. Li et al. 10.5194/gmd-17-607-2024
- Southern Ocean Cloud Properties Derived From CAPRICORN and MARCUS Data G. Mace et al. 10.1029/2020JD033368
- Radiative forcing of climate change from the Copernicus reanalysis of atmospheric composition N. Bellouin et al. 10.5194/essd-12-1649-2020
- Substantial cooling effect from aerosol-induced increase in tropical marine cloud cover Y. Chen et al. 10.1038/s41561-024-01427-z
- Factors affecting precipitation formation and precipitation susceptibility of marine stratocumulus with variable above- and below-cloud aerosol concentrations over the Southeast Atlantic S. Gupta et al. 10.5194/acp-22-2769-2022
- Hydrological Consequences of Solar Geoengineering K. Ricke et al. 10.1146/annurev-earth-031920-083456
- Daytime variation in the aerosol indirect effect for warm marine boundary layer clouds in the eastern North Atlantic S. Qiu et al. 10.5194/acp-24-2913-2024
- A First Case Study of CCN Concentrations from Spaceborne Lidar Observations A. Georgoulias et al. 10.3390/rs12101557
- The Fall and Rise of the Global Climate Model J. Mülmenstädt & L. Wilcox 10.1029/2021MS002781
- Opportunistic experiments to constrain aerosol effective radiative forcing M. Christensen et al. 10.5194/acp-22-641-2022
- Diurnal evolution of non-precipitating marine stratocumuli in a large-eddy simulation ensemble Y. Chen et al. 10.5194/acp-24-12661-2024
- Future warming exacerbated by aged-soot effect on cloud formation U. Lohmann et al. 10.1038/s41561-020-0631-0
- World Climate Research Programme lighthouse activity: an assessment of major research gaps in solar radiation modification research J. Haywood et al. 10.3389/fclim.2025.1507479
- Co-variability drives the inverted-V sensitivity between liquid water path and droplet concentrations T. Goren et al. 10.5194/acp-25-3413-2025
- Variations in aerosols and aerosols–cloud interactions in Bangkok using MODIS satellite data during high PM2.5 concentrations O. Pilahome et al. 10.1016/j.asr.2022.12.018
- 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
- Liquid Containing Clouds at the North Slope of Alaska Demonstrate Sensitivity to Local Industrial Aerosol Emissions M. Maahn et al. 10.1029/2021GL094307
- Cloudy with a chance of uncertainty: autoconversion rates forecasting via evidential regression from satellite data M. Novitasari et al. 10.1017/eds.2024.37
- Trends in AOD, Clouds, and Cloud Radiative Effects in Satellite Data and CMIP5 and CMIP6 Model Simulations Over Aerosol Source Regions R. Cherian & J. Quaas 10.1029/2020GL087132
- Large‐Scale Industrial Cloud Perturbations Confirm Bidirectional Cloud Water Responses to Anthropogenic Aerosols H. Trofimov et al. 10.1029/2020JD032575
- Modelling the relationship between liquid water content and cloud droplet number concentration observed in low clouds in the summer Arctic and its radiative effects J. Dionne et al. 10.5194/acp-20-29-2020
- In situ and satellite-based estimates of cloud properties and aerosol–cloud interactions over the southeast Atlantic Ocean S. Gupta et al. 10.5194/acp-22-12923-2022
- Cloud Top Radiative Cooling Rate Drives Non‐Precipitating Stratiform Cloud Responses to Aerosol Concentration A. Williams & A. Igel 10.1029/2021GL094740
- Model analysis of biases in the satellite-diagnosed aerosol effect on the cloud liquid water path H. Kokkola et al. 10.5194/acp-25-1533-2025
- Exploring Satellite-Derived Relationships between Cloud Droplet Number Concentration and Liquid Water Path Using a Large-Domain Large-Eddy Simulation S. Dipu et al. 10.16993/tellusb.27
- Evaluation of aerosol–cloud interactions in E3SM using a Lagrangian framework M. Christensen et al. 10.5194/acp-23-2789-2023
- In-plume and out-of-plume analysis of aerosol–cloud interactions derived from the 2014–2015 Holuhraun volcanic eruption A. Peace et al. 10.5194/acp-24-9533-2024
- A new classification of satellite-derived liquid water cloud regimes at cloud scale C. Unglaub et al. 10.5194/acp-20-2407-2020
- The Impact of Resolving Subkilometer Processes on Aerosol‐Cloud Interactions of Low‐Level Clouds in Global Model Simulations C. Terai et al. 10.1029/2020MS002274
- 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
- Exploring aerosol–cloud interactions in liquid-phase clouds over eastern China and its adjacent ocean using the WRF-Chem–SBM model J. Zhao et al. 10.5194/acp-24-9101-2024
- Identifying Particle Growth Processes in Marine Low Clouds Using Spatial Variances of Imager‐Derived Cloud Parameters T. Nagao & K. Suzuki 10.1029/2020GL087121
- Snow-induced buffering in aerosol–cloud interactions T. Michibata et al. 10.5194/acp-20-13771-2020
- Quantifying cloud adjustments and the radiative forcing due to aerosol–cloud interactions in satellite observations of warm marine clouds A. Douglas & T. L'Ecuyer 10.5194/acp-20-6225-2020
- Objectively combining climate sensitivity evidence N. Lewis 10.1007/s00382-022-06468-x
- Bounding Global Aerosol Radiative Forcing of Climate Change N. Bellouin et al. 10.1029/2019RG000660
- Climatology, trend of aerosol-cloud parameters and their correlation over the Northern Indian Ocean H. Kumar & S. Tiwari 10.1016/j.gsf.2023.101563
- The Radiative and Cloud Responses to Sea Salt Aerosol Engineering in GFDL Models N. Mahfouz et al. 10.1029/2022GL102340
- Impacts of Mesoscale Cloud Organization on Aerosol‐Induced Cloud Water Adjustment and Cloud Brightness X. Zhou & G. Feingold 10.1029/2023GL103417
- Frontiers in Satellite‐Based Estimates of Cloud‐Mediated Aerosol Forcing D. Rosenfeld et al. 10.1029/2022RG000799
- Comparing the simulated influence of biomass burning plumes on low-level clouds over the southeastern Atlantic under varying smoke conditions A. Baró Pérez et al. 10.5194/acp-24-4591-2024
- Physical science research needed to evaluate the viability and risks of marine cloud brightening G. Feingold et al. 10.1126/sciadv.adi8594
- 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
- Evaluation of the CMIP6 marine subtropical stratocumulus cloud albedo and its controlling factors B. Jian et al. 10.5194/acp-21-9809-2021
- Larger Cloud Liquid Water Enhances Both Aerosol Indirect Forcing and Cloud Radiative Feedback in Two Earth System Models X. Zhao et al. 10.1029/2023GL105529
- Investigating the development of clouds within marine cold-air outbreaks R. Murray-Watson et al. 10.5194/acp-23-9365-2023
- Global observations of aerosol indirect effects from marine liquid clouds C. Wall et al. 10.5194/acp-23-13125-2023
- Influence of biogenic emissions from boreal forests on aerosol–cloud interactions T. Petäjä et al. 10.1038/s41561-021-00876-0
- General circulation models simulate negative liquid water path–droplet number correlations, but anthropogenic aerosols still increase simulated liquid water path J. Mülmenstädt et al. 10.5194/acp-24-7331-2024
- 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
- Microphysical, macrophysical, and radiative responses of subtropical marine clouds to aerosol injections J. Chun et al. 10.5194/acp-23-1345-2023
- Weak liquid water path response in ship tracks A. Tippett et al. 10.5194/acp-24-13269-2024
- Cloud Microphysical Implications for Marine Cloud Brightening: The Importance of the Seeded Particle Size Distribution F. Hoffmann & G. Feingold 10.1175/JAS-D-21-0077.1
- Exploring Impacts of Size‐Dependent Evaporation and Entrainment in a Global Model I. Karset et al. 10.1029/2019JD031817
- Machine-Learning Based Analysis of Liquid Water Path Adjustments to Aerosol Perturbations in Marine Boundary Layer Clouds Using Satellite Observations L. Zipfel et al. 10.3390/atmos13040586
- Stratocumulus adjustments to aerosol perturbations disentangled with a causal approach E. Fons et al. 10.1038/s41612-023-00452-w
- Aerosol-cloud-climate cooling overestimated by ship-track data F. Glassmeier et al. 10.1126/science.abd3980
- Dust Aerosol Impacts on the Time of Cloud Formation in the Badain Jaran Desert Area X. Zhao et al. 10.1029/2022JD037019
- Surprising similarities in model and observational aerosol radiative forcing estimates E. Gryspeerdt et al. 10.5194/acp-20-613-2020
- Reducing the aerosol forcing uncertainty using observational constraints on warm rain processes J. Mülmenstädt et al. 10.1126/sciadv.aaz6433
- Diurnal Evolution of Cloud Water Responses to Aerosols J. Rahu et al. 10.1029/2021JD035091
- Detection and attribution of aerosol–cloud interactions in large-domain large-eddy simulations with the ICOsahedral Non-hydrostatic model M. Costa-Surós et al. 10.5194/acp-20-5657-2020
- A cloud-by-cloud approach for studying aerosol–cloud interaction in satellite observations F. Alexandri et al. 10.5194/amt-17-1739-2024
- The impact of aerosol on cloud water: a heuristic perspective F. Hoffmann et al. 10.5194/acp-24-13403-2024
- Weak sensitivity of cloud water to aerosols A. Possner 10.1038/d41586-019-02287-z
- The hemispheric contrast in cloud microphysical properties constrains aerosol forcing I. McCoy et al. 10.1073/pnas.1922502117
- The impact of sampling strategy on the cloud droplet number concentration estimated from satellite data E. Gryspeerdt et al. 10.5194/amt-15-3875-2022
- Aerosol effects on clouds are concealed by natural cloud heterogeneity and satellite retrieval errors A. Arola et al. 10.1038/s41467-022-34948-5
- Global evidence of aerosol-induced invigoration in marine cumulus clouds A. Douglas & T. L'Ecuyer 10.5194/acp-21-15103-2021
- Rapid saturation of cloud water adjustments to shipping emissions P. Manshausen et al. 10.5194/acp-23-12545-2023
- The Impact of Ship Emission Controls Recorded by Cloud Properties E. Gryspeerdt et al. 10.1029/2019GL084700
- Distinct regional meteorological influences on low-cloud albedo susceptibility over global marine stratocumulus regions J. Zhang & G. Feingold 10.5194/acp-23-1073-2023
- Untangling causality in midlatitude aerosol–cloud adjustments D. McCoy et al. 10.5194/acp-20-4085-2020
- Constraining the Twomey effect from satellite observations: issues and perspectives J. Quaas et al. 10.5194/acp-20-15079-2020
- Analysis of the cloud fraction adjustment to aerosols and its dependence on meteorological controls using explainable machine learning Y. Jia et al. 10.5194/acp-24-13025-2024
- Analysis of the relationship between dust aerosol and precipitation in spring over East Asia using EOF and SVD methods H. Liu et al. 10.1016/j.scitotenv.2023.168437
111 citations as recorded by crossref.
- Exploring ship track spreading rates with a physics-informed Langevin particle parameterization L. McMichael et al. 10.5194/gmd-17-7867-2024
- Simulation of Aerosol Indirect Effects on Cloud Streets Over the Northwestern Pacific Ocean C. Wu & J. Chen 10.1029/2020JD034325
- Observing short-timescale cloud development to constrain aerosol–cloud interactions E. Gryspeerdt et al. 10.5194/acp-22-11727-2022
- Cloudy with a chance of precision: satellite’s autoconversion rates forecasting powered by machine learning M. Novitasari et al. 10.1017/eds.2024.24
- Atmospheric energy budget response to idealized aerosol perturbation in tropical cloud systems G. Dagan et al. 10.5194/acp-20-4523-2020
- Quantifying variations in shortwave aerosol–cloud–radiation interactions using local meteorology and cloud state constraints A. Douglas & T. L'Ecuyer 10.5194/acp-19-6251-2019
- Retrieval of cloud liquid water path using radiosonde measurements: Comparison with MODIS and ERA5 R. Nandan et al. 10.1016/j.jastp.2021.105799
- Reducing Aerosol Forcing Uncertainty by Combining Models With Satellite and Within‐The‐Atmosphere Observations: A Three‐Way Street R. Kahn et al. 10.1029/2022RG000796
- Substantial Cloud Brightening From Shipping in Subtropical Low Clouds M. Diamond et al. 10.1029/2019AV000111
- Observing the timescales of aerosol–cloud interactions in snapshot satellite images E. Gryspeerdt et al. 10.5194/acp-21-6093-2021
- Spatial Aggregation of Satellite Observations Leads to an Overestimation of the Radiative Forcing due to Aerosol‐Cloud Interactions T. Goren et al. 10.1029/2023GL105282
- Potential Modulation of Aerosol on Precipitation Efficiency in Southwest China P. Zhao et al. 10.3390/rs16081445
- An evaluation of the liquid cloud droplet effective radius derived from MODIS, airborne remote sensing, and in situ measurements from CAMP2Ex D. Fu et al. 10.5194/acp-22-8259-2022
- 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
- Radiative forcing of the aerosol-cloud interaction in seriously polluted East China and East China Sea X. Zhang et al. 10.1016/j.atmosres.2020.105405
- Modulated Responses of East Asian Winter Climate to Anthropogenic Aerosols by Urban Cover in Eastern China J. Deng et al. 10.3390/atmos12040471
- Weak average liquid-cloud-water response to anthropogenic aerosols V. Toll et al. 10.1038/s41586-019-1423-9
- Interactions between trade wind clouds and local forcings over the Great Barrier Reef: a case study using convection-permitting simulations W. Zhao et al. 10.5194/acp-24-5713-2024
- Dual-field-of-view high-spectral-resolution lidar: Simultaneous profiling of aerosol and water cloud to study aerosol–cloud interaction N. Wang et al. 10.1073/pnas.2110756119
- How Cloud Droplet Number Concentration Impacts Liquid Water Path and Precipitation in Marine Stratocumulus Clouds—A Satellite-Based Analysis Using Explainable Machine Learning L. Zipfel et al. 10.3390/atmos15050596
- Invisible ship tracks show large cloud sensitivity to aerosol P. Manshausen et al. 10.1038/s41586-022-05122-0
- Ensemble daily simulations for elucidating cloud–aerosol interactions under a large spread of realistic environmental conditions G. Dagan & P. Stier 10.5194/acp-20-6291-2020
- Radiative forcing from the 2020 shipping fuel regulation is large but hard to detect J. Zhang et al. 10.1038/s43247-024-01911-9
- Stability-dependent increases in liquid water with droplet number in the Arctic R. Murray-Watson & E. Gryspeerdt 10.5194/acp-22-5743-2022
- Present and future aerosol impacts on Arctic climate change in the GISS-E2.1 Earth system model U. Im et al. 10.5194/acp-21-10413-2021
- Separating radiative forcing by aerosol–cloud interactions and rapid cloud adjustments in the ECHAM–HAMMOZ aerosol–climate model using the method of partial radiative perturbations J. Mülmenstädt et al. 10.5194/acp-19-15415-2019
- Phytoplankton Impact on Marine Cloud Microphysical Properties Over the Northeast Atlantic Ocean K. Mansour et al. 10.1029/2021JD036355
- Quantification of the Radiative Effect of Aerosol–Cloud Interactions in Shallow Continental Cumulus Clouds I. Glenn et al. 10.1175/JAS-D-19-0269.1
- 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
- Anthropogenic emissions from South Asia reverses the aerosol indirect effect over the northern Indian Ocean S. Jose et al. 10.1038/s41598-020-74897-x
- Simulating Aerosol Lifecycle Impacts on the Subtropical Stratocumulus‐to‐Cumulus Transition Using Large‐Eddy Simulations E. Erfani et al. 10.1029/2022JD037258
- Impact of Holuhraun volcano aerosols on clouds in cloud-system-resolving simulations M. Haghighatnasab et al. 10.5194/acp-22-8457-2022
- Machine learning reveals climate forcing from aerosols is dominated by increased cloud cover Y. Chen et al. 10.1038/s41561-022-00991-6
- The Representation of Sea Salt Aerosols and Their Role in Polar Climate Within CMIP6 R. Lapere et al. 10.1029/2022JD038235
- Albedo susceptibility of northeastern Pacific stratocumulus: the role of covarying meteorological conditions J. Zhang et al. 10.5194/acp-22-861-2022
- A simple and realistic aerosol emission approach for use in the Thompson–Eidhammer microphysics scheme in the NOAA UFS Weather Model (version GSL global-24Feb2022) H. Li et al. 10.5194/gmd-17-607-2024
- Southern Ocean Cloud Properties Derived From CAPRICORN and MARCUS Data G. Mace et al. 10.1029/2020JD033368
- Radiative forcing of climate change from the Copernicus reanalysis of atmospheric composition N. Bellouin et al. 10.5194/essd-12-1649-2020
- Substantial cooling effect from aerosol-induced increase in tropical marine cloud cover Y. Chen et al. 10.1038/s41561-024-01427-z
- Factors affecting precipitation formation and precipitation susceptibility of marine stratocumulus with variable above- and below-cloud aerosol concentrations over the Southeast Atlantic S. Gupta et al. 10.5194/acp-22-2769-2022
- Hydrological Consequences of Solar Geoengineering K. Ricke et al. 10.1146/annurev-earth-031920-083456
- Daytime variation in the aerosol indirect effect for warm marine boundary layer clouds in the eastern North Atlantic S. Qiu et al. 10.5194/acp-24-2913-2024
- A First Case Study of CCN Concentrations from Spaceborne Lidar Observations A. Georgoulias et al. 10.3390/rs12101557
- The Fall and Rise of the Global Climate Model J. Mülmenstädt & L. Wilcox 10.1029/2021MS002781
- Opportunistic experiments to constrain aerosol effective radiative forcing M. Christensen et al. 10.5194/acp-22-641-2022
- Diurnal evolution of non-precipitating marine stratocumuli in a large-eddy simulation ensemble Y. Chen et al. 10.5194/acp-24-12661-2024
- Future warming exacerbated by aged-soot effect on cloud formation U. Lohmann et al. 10.1038/s41561-020-0631-0
- World Climate Research Programme lighthouse activity: an assessment of major research gaps in solar radiation modification research J. Haywood et al. 10.3389/fclim.2025.1507479
- Co-variability drives the inverted-V sensitivity between liquid water path and droplet concentrations T. Goren et al. 10.5194/acp-25-3413-2025
- Variations in aerosols and aerosols–cloud interactions in Bangkok using MODIS satellite data during high PM2.5 concentrations O. Pilahome et al. 10.1016/j.asr.2022.12.018
- 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
- Liquid Containing Clouds at the North Slope of Alaska Demonstrate Sensitivity to Local Industrial Aerosol Emissions M. Maahn et al. 10.1029/2021GL094307
- Cloudy with a chance of uncertainty: autoconversion rates forecasting via evidential regression from satellite data M. Novitasari et al. 10.1017/eds.2024.37
- Trends in AOD, Clouds, and Cloud Radiative Effects in Satellite Data and CMIP5 and CMIP6 Model Simulations Over Aerosol Source Regions R. Cherian & J. Quaas 10.1029/2020GL087132
- Large‐Scale Industrial Cloud Perturbations Confirm Bidirectional Cloud Water Responses to Anthropogenic Aerosols H. Trofimov et al. 10.1029/2020JD032575
- Modelling the relationship between liquid water content and cloud droplet number concentration observed in low clouds in the summer Arctic and its radiative effects J. Dionne et al. 10.5194/acp-20-29-2020
- In situ and satellite-based estimates of cloud properties and aerosol–cloud interactions over the southeast Atlantic Ocean S. Gupta et al. 10.5194/acp-22-12923-2022
- Cloud Top Radiative Cooling Rate Drives Non‐Precipitating Stratiform Cloud Responses to Aerosol Concentration A. Williams & A. Igel 10.1029/2021GL094740
- Model analysis of biases in the satellite-diagnosed aerosol effect on the cloud liquid water path H. Kokkola et al. 10.5194/acp-25-1533-2025
- Exploring Satellite-Derived Relationships between Cloud Droplet Number Concentration and Liquid Water Path Using a Large-Domain Large-Eddy Simulation S. Dipu et al. 10.16993/tellusb.27
- Evaluation of aerosol–cloud interactions in E3SM using a Lagrangian framework M. Christensen et al. 10.5194/acp-23-2789-2023
- In-plume and out-of-plume analysis of aerosol–cloud interactions derived from the 2014–2015 Holuhraun volcanic eruption A. Peace et al. 10.5194/acp-24-9533-2024
- A new classification of satellite-derived liquid water cloud regimes at cloud scale C. Unglaub et al. 10.5194/acp-20-2407-2020
- The Impact of Resolving Subkilometer Processes on Aerosol‐Cloud Interactions of Low‐Level Clouds in Global Model Simulations C. Terai et al. 10.1029/2020MS002274
- 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
- Exploring aerosol–cloud interactions in liquid-phase clouds over eastern China and its adjacent ocean using the WRF-Chem–SBM model J. Zhao et al. 10.5194/acp-24-9101-2024
- Identifying Particle Growth Processes in Marine Low Clouds Using Spatial Variances of Imager‐Derived Cloud Parameters T. Nagao & K. Suzuki 10.1029/2020GL087121
- Snow-induced buffering in aerosol–cloud interactions T. Michibata et al. 10.5194/acp-20-13771-2020
- Quantifying cloud adjustments and the radiative forcing due to aerosol–cloud interactions in satellite observations of warm marine clouds A. Douglas & T. L'Ecuyer 10.5194/acp-20-6225-2020
- Objectively combining climate sensitivity evidence N. Lewis 10.1007/s00382-022-06468-x
- Bounding Global Aerosol Radiative Forcing of Climate Change N. Bellouin et al. 10.1029/2019RG000660
- Climatology, trend of aerosol-cloud parameters and their correlation over the Northern Indian Ocean H. Kumar & S. Tiwari 10.1016/j.gsf.2023.101563
- The Radiative and Cloud Responses to Sea Salt Aerosol Engineering in GFDL Models N. Mahfouz et al. 10.1029/2022GL102340
- Impacts of Mesoscale Cloud Organization on Aerosol‐Induced Cloud Water Adjustment and Cloud Brightness X. Zhou & G. Feingold 10.1029/2023GL103417
- Frontiers in Satellite‐Based Estimates of Cloud‐Mediated Aerosol Forcing D. Rosenfeld et al. 10.1029/2022RG000799
- Comparing the simulated influence of biomass burning plumes on low-level clouds over the southeastern Atlantic under varying smoke conditions A. Baró Pérez et al. 10.5194/acp-24-4591-2024
- Physical science research needed to evaluate the viability and risks of marine cloud brightening G. Feingold et al. 10.1126/sciadv.adi8594
- 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
- Evaluation of the CMIP6 marine subtropical stratocumulus cloud albedo and its controlling factors B. Jian et al. 10.5194/acp-21-9809-2021
- Larger Cloud Liquid Water Enhances Both Aerosol Indirect Forcing and Cloud Radiative Feedback in Two Earth System Models X. Zhao et al. 10.1029/2023GL105529
- Investigating the development of clouds within marine cold-air outbreaks R. Murray-Watson et al. 10.5194/acp-23-9365-2023
- Global observations of aerosol indirect effects from marine liquid clouds C. Wall et al. 10.5194/acp-23-13125-2023
- Influence of biogenic emissions from boreal forests on aerosol–cloud interactions T. Petäjä et al. 10.1038/s41561-021-00876-0
- General circulation models simulate negative liquid water path–droplet number correlations, but anthropogenic aerosols still increase simulated liquid water path J. Mülmenstädt et al. 10.5194/acp-24-7331-2024
- 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
- Microphysical, macrophysical, and radiative responses of subtropical marine clouds to aerosol injections J. Chun et al. 10.5194/acp-23-1345-2023
- Weak liquid water path response in ship tracks A. Tippett et al. 10.5194/acp-24-13269-2024
- Cloud Microphysical Implications for Marine Cloud Brightening: The Importance of the Seeded Particle Size Distribution F. Hoffmann & G. Feingold 10.1175/JAS-D-21-0077.1
- Exploring Impacts of Size‐Dependent Evaporation and Entrainment in a Global Model I. Karset et al. 10.1029/2019JD031817
- Machine-Learning Based Analysis of Liquid Water Path Adjustments to Aerosol Perturbations in Marine Boundary Layer Clouds Using Satellite Observations L. Zipfel et al. 10.3390/atmos13040586
- Stratocumulus adjustments to aerosol perturbations disentangled with a causal approach E. Fons et al. 10.1038/s41612-023-00452-w
- Aerosol-cloud-climate cooling overestimated by ship-track data F. Glassmeier et al. 10.1126/science.abd3980
- Dust Aerosol Impacts on the Time of Cloud Formation in the Badain Jaran Desert Area X. Zhao et al. 10.1029/2022JD037019
- Surprising similarities in model and observational aerosol radiative forcing estimates E. Gryspeerdt et al. 10.5194/acp-20-613-2020
- Reducing the aerosol forcing uncertainty using observational constraints on warm rain processes J. Mülmenstädt et al. 10.1126/sciadv.aaz6433
- Diurnal Evolution of Cloud Water Responses to Aerosols J. Rahu et al. 10.1029/2021JD035091
- Detection and attribution of aerosol–cloud interactions in large-domain large-eddy simulations with the ICOsahedral Non-hydrostatic model M. Costa-Surós et al. 10.5194/acp-20-5657-2020
- A cloud-by-cloud approach for studying aerosol–cloud interaction in satellite observations F. Alexandri et al. 10.5194/amt-17-1739-2024
- The impact of aerosol on cloud water: a heuristic perspective F. Hoffmann et al. 10.5194/acp-24-13403-2024
- Weak sensitivity of cloud water to aerosols A. Possner 10.1038/d41586-019-02287-z
- The hemispheric contrast in cloud microphysical properties constrains aerosol forcing I. McCoy et al. 10.1073/pnas.1922502117
- The impact of sampling strategy on the cloud droplet number concentration estimated from satellite data E. Gryspeerdt et al. 10.5194/amt-15-3875-2022
- Aerosol effects on clouds are concealed by natural cloud heterogeneity and satellite retrieval errors A. Arola et al. 10.1038/s41467-022-34948-5
- Global evidence of aerosol-induced invigoration in marine cumulus clouds A. Douglas & T. L'Ecuyer 10.5194/acp-21-15103-2021
- Rapid saturation of cloud water adjustments to shipping emissions P. Manshausen et al. 10.5194/acp-23-12545-2023
- The Impact of Ship Emission Controls Recorded by Cloud Properties E. Gryspeerdt et al. 10.1029/2019GL084700
- Distinct regional meteorological influences on low-cloud albedo susceptibility over global marine stratocumulus regions J. Zhang & G. Feingold 10.5194/acp-23-1073-2023
- Untangling causality in midlatitude aerosol–cloud adjustments D. McCoy et al. 10.5194/acp-20-4085-2020
- Constraining the Twomey effect from satellite observations: issues and perspectives J. Quaas et al. 10.5194/acp-20-15079-2020
- Analysis of the cloud fraction adjustment to aerosols and its dependence on meteorological controls using explainable machine learning Y. Jia et al. 10.5194/acp-24-13025-2024
- Analysis of the relationship between dust aerosol and precipitation in spring over East Asia using EOF and SVD methods H. Liu et al. 10.1016/j.scitotenv.2023.168437
Latest update: 23 Apr 2025
Short summary
The liquid water path (LWP) is the strongest control on cloud albedo, such that a small change in LWP can have a large radiative impact. By changing the droplet number concentration (Nd) aerosols may be able to change the LWP, but the sign and magnitude of the effect is unclear. This work uses satellite data to investigate the relationship between Nd and LWP at a global scale and in response to large aerosol perturbations, suggesting that a strong decrease in LWP at high Nd may be overestimated.
The liquid water path (LWP) is the strongest control on cloud albedo, such that a small change...
Altmetrics
Final-revised paper
Preprint