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Investigating the relationship between aerosol properties and severe weather parameters
(2022-05)
Severe Weather is a common, yet dangerous aspect of weather and climate in the central Great Plains region of the United States. Finding ways to improve the quality of forecasting this phenomenon is important for improving ...
Influences of the Aerosol Invigoration Effect on Radar Signatures of Deep Convection near Houston TX Using a Bulk Statistical Framework
(2023-08-04)
Aerosol-deep convective cloud (DCC) interactions remain a frontier in the study of water cycles, energy budgets, climate models, and air quality, partly because it can be difficult to disentangle aerosol impacts from the ...
Information content analysis of combined lidar-polarimeter retrievals to improve aerosol remote sensing accuracy
(2021)
Aerosols are small particles suspended in the atmosphere which affect global climate change via scattering and absorbing sunlight and serving as cloud condensation nuclei. Moreover, the prevalence of some anthropogenic and ...
Spatiotemporal gap-filling of NASA Deep Blue aerosol optical depth over CONUS using the UNet 3+ architecture
(2024-05-10)
Due to sensor and algorithmic constraints, satellite aerosol optical depth (AOD) retrievals are spatially incomplete over clouds, deserts, and other bright surfaces. These gaps in satellite AOD datasets represent a significant ...