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Alyson Douglas
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Year
Opportunistic experiments to constrain aerosol effective radiative forcing
MW Christensen, A Gettelman, J Cermak, G Dagan, M Diamond, ...
Atmospheric Chemistry and Physics 22 (1), 641-674, 2022
632022
Quantifying variations in shortwave aerosol–cloud–radiation interactions using local meteorology and cloud state constraints
A Douglas, T L'Ecuyer
Atmospheric Chemistry and Physics 19 (9), 6251-6268, 2019
262019
Scalable sensitivity and uncertainty analyses for causal-effect estimates of continuous-valued interventions
A Jesson, A Douglas, P Manshausen, M Solal, N Meinshausen, P Stier, ...
Advances in Neural Information Processing Systems 35, 13892-13907, 2022
202022
Quantifying cloud adjustments and the radiative forcing due to aerosol–cloud interactions in satellite observations of warm marine clouds
A Douglas, T L'Ecuyer
Atmospheric Chemistry and Physics 20 (10), 6225-6241, 2020
202020
Cumulo: A Dataset for Learning Cloud Classes
V Zantedeschi, F Falasca, A Douglas, R Strange, MJ Kusner, ...
arXiv preprint arXiv:1911.04227, 2019
192019
Global evidence of aerosol-induced invigoration in marine cumulus cloud
A Douglas, T L'Ecuyer
Atmospheric Chemistry and Physics Discussions 2021, 1-18, 2021
132021
Using Non-Linear Causal Models to Study Aerosol-Cloud Interactions in the Southeast Pacific
A Jesson, P Manshausen, A Douglas, D Watson-Parris, Y Gal, P Stier
arXiv preprint arXiv:2110.15084, 2021
72021
Sensitivities of cloud radiative effects to large-scale meteorology and aerosols from global observations
H Andersen, J Cermak, A Douglas, TA Myers, P Nowack, P Stier, CJ Wall, ...
EGUsphere 2023, 1-28, 2023
22023
Defining regime specific cloud sensitivities using the learnings from machine learning
A Douglas, P Stier
EGU General Assembly Conference Abstracts, EGU22-8848, 2022
22022
Understanding Warm Cloud Aerosol-cloud Interactions
AR Douglas
University of Wisconsin--Madison, 2017
22017
Possible evidence of increased global cloudiness due to aerosol-cloud interactions
AR Douglas, T L'Ecuyer
Atmospheric Chemistry and Physics Discussions, 1-22, 2022
12022
The Effects of Aerosol-Cloud Interactions on Warm Cloud Properties
AR Douglas
The University of Wisconsin-Madison, 2020
12020
Controls of cloud radiative effects: a data-driven observation-based quantification
H Andersen, J Cermak, A Douglas, P Stier, C Wall
EGU23, 2023
2023
(Novel) Observational Constraints on Aerosol-Cloud Interactions from Satellite Data (Invited Presentation)
P Stier, P Manshausen, WK Jones, D Watson-Parris, AR Douglas, ...
103rd AMS Annual Meeting, 2023
2023
Using uncertainty-aware machine learning models to study aerosol-cloud interactions
M Solal, A Jesson, Y Gal, A Douglas
arXiv preprint arXiv:2301.11921, 2022
2022
Using the learnings of machine learning to distill cloud controlling environmental regimes from satellite observations
A Douglas, P Stier
EGU General Assembly Conference Abstracts, EGU21-16443, 2021
2021
Aerosol Invigoration of Precipitation in Warm Clouds and the Implications to Cloud Lifetime
A Douglas, T L'Ecuyer
AGU Fall Meeting Abstracts 2019, A43C-03, 2019
2019
Evidence of Invigoration in Warm Cloud Dynamics due to Precipitation Suppression
TS L'Ecuyer, AR Douglas
99th American Meteorological Society Annual Meeting, 2019
2019
Interannual variability of shallow convective organization over the tropical Atlantic
S Bony, A Semie, T L'Ecuyer, A Douglas
EGU General Assembly Conference Abstracts, 17494, 2018
2018
A Summary of Rainfall and Stratocumulus Cloud Properties During the 2016 ORACLES Deployment
A Dzambo, T L'Ecuyer, A Douglas, S Tanelli, SL Durden, OO Sy
AGU Fall Meeting Abstracts 2017, A11C-1890, 2017
2017
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