Aerosol Lifecycle Impacts on Stratocumulus-to-Cumulus Transition from LES Simulations

Ehsan Erfani from the University of Washington created this dataset for a 2022 paper published in the Journal of Geophysical Research: Atmospheres. It contains observational and reanalysis data, model input forcing files, and outputs from large-eddy simulations. The dataset includes setup scripts for the LES model and postprocessing Python scripts.

Use Cases

• Simulating the subtropical stratocumulus-to-cumulus transition based on the provided LES model setup scripts.
• Analyzing aerosol lifecycle impacts on cloud dynamics using the included LES output data.
• Reproducing or extending the findings of the associated 2022 research paper using the observational and reanalysis data.
• Developing or testing postprocessing workflows for atmospheric simulation data with the included Python scripts.

Strengths

• Includes a full research workflow with observational data, model inputs, simulation outputs, and processing scripts.
• Dataset is associated with a peer-reviewed publication in the Journal of Geophysical Research: Atmospheres.
• Author and organization (Ehsan Erfani, University of Washington) are explicitly stated.

Limitations

• Column-level documentation is absent; field semantics must be inferred after download.
• Row count and dataset size are unknown, which may limit suitability assessment.
• Last update date is unknown; freshness unverified.

Provenance

Source

Ehsan Erfani, University of Washington

Collection Method

Likely combines observational/reanalysis data with outputs from custom large-eddy simulations.

Geography

Subtropical regions (implied by the research focus on subtropical cloud transitions).