Southern Ocean Precipitation and Aerosol-Cloud-Precipitation Interactions: A Synthesis of Aircraft Observations, Simple Process Model, and Earth System Model

Thesis (Ph.D.)--University of Washington, 2024 The Southern Ocean (SO) plays a crucial role in the climate system with ubiquitous low clouds and a preindustrial-like pristine environment. However, accurately representing its aerosols, clouds, and precipitation remains challenging for climate models....

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Main Author: Kang, Litai
Other Authors: Marchand, Roger
Format: Thesis
Language:English
Published: 2024
Subjects:
Online Access:http://hdl.handle.net/1773/51311
id ftunivwashington:oai:digital.lib.washington.edu:1773/51311
record_format openpolar
spelling ftunivwashington:oai:digital.lib.washington.edu:1773/51311 2024-05-19T07:48:53+00:00 Southern Ocean Precipitation and Aerosol-Cloud-Precipitation Interactions: A Synthesis of Aircraft Observations, Simple Process Model, and Earth System Model Kang, Litai Marchand, Roger 2024 application/pdf http://hdl.handle.net/1773/51311 en_US eng Kang_washington_0250E_26594.pdf http://hdl.handle.net/1773/51311 CC BY aerosols aircraft clouds precipitation radar southern ocean Atmospheric sciences Thesis 2024 ftunivwashington 2024-04-30T23:30:18Z Thesis (Ph.D.)--University of Washington, 2024 The Southern Ocean (SO) plays a crucial role in the climate system with ubiquitous low clouds and a preindustrial-like pristine environment. However, accurately representing its aerosols, clouds, and precipitation remains challenging for climate models. Moreover, the properties of SO aerosols and precipitation are not currently well-constrained by satellite observations. The overarching objective of this dissertation is to characterize precipitation from the SO summertime stratocumulus using aircraft observations collected during the Southern Ocean Clouds Radiation Aerosol Transport Experimental Study (SOCRATES), and study sources and sinks of SO aerosols using both a simple theoretical budget model and simulations from the Energy Exascale Earth System Model (E3SM) run at high-resolution for a climate model, about 3 km. In Chapter 2, data from airborne radar, lidar, and in situ probes are used to derive liquid precipitation properties based on a hierarchy of retrieval methods from simple Z-R relationships to more complex radar reflectivity-velocity and radar-lidar retrievals. The retrieved rain rate from all three methods shows good agreement with in-situ aircraft estimates, with rain rates typically being quite light (<0.1 mm hr-1). The derived data are further used to study the vertical distribution of a variety of precipitation properties and to examine the dependence of rain rate on cloud depth and aerosol concentration. In Chapter 3, a simple source-and-sink budget model for cloud droplet number (Nd) is constrained by aircraft observations and is used to examine the relative influence of processes that determine Nd in SO stratocumulus clouds. The model predicts Nd with little bias and a correlation coefficient of ~0.7 compared with observations. Coalescence scavenging is found to be an important sink of CCN in precipitating stratocumulus and reduces the predicted Nd by as much as 90% depending on the precipitation rate. I also find that the free ... Thesis Southern Ocean University of Washington, Seattle: ResearchWorks
institution Open Polar
collection University of Washington, Seattle: ResearchWorks
op_collection_id ftunivwashington
language English
topic aerosols
aircraft
clouds
precipitation
radar
southern ocean
Atmospheric sciences
spellingShingle aerosols
aircraft
clouds
precipitation
radar
southern ocean
Atmospheric sciences
Kang, Litai
Southern Ocean Precipitation and Aerosol-Cloud-Precipitation Interactions: A Synthesis of Aircraft Observations, Simple Process Model, and Earth System Model
topic_facet aerosols
aircraft
clouds
precipitation
radar
southern ocean
Atmospheric sciences
description Thesis (Ph.D.)--University of Washington, 2024 The Southern Ocean (SO) plays a crucial role in the climate system with ubiquitous low clouds and a preindustrial-like pristine environment. However, accurately representing its aerosols, clouds, and precipitation remains challenging for climate models. Moreover, the properties of SO aerosols and precipitation are not currently well-constrained by satellite observations. The overarching objective of this dissertation is to characterize precipitation from the SO summertime stratocumulus using aircraft observations collected during the Southern Ocean Clouds Radiation Aerosol Transport Experimental Study (SOCRATES), and study sources and sinks of SO aerosols using both a simple theoretical budget model and simulations from the Energy Exascale Earth System Model (E3SM) run at high-resolution for a climate model, about 3 km. In Chapter 2, data from airborne radar, lidar, and in situ probes are used to derive liquid precipitation properties based on a hierarchy of retrieval methods from simple Z-R relationships to more complex radar reflectivity-velocity and radar-lidar retrievals. The retrieved rain rate from all three methods shows good agreement with in-situ aircraft estimates, with rain rates typically being quite light (<0.1 mm hr-1). The derived data are further used to study the vertical distribution of a variety of precipitation properties and to examine the dependence of rain rate on cloud depth and aerosol concentration. In Chapter 3, a simple source-and-sink budget model for cloud droplet number (Nd) is constrained by aircraft observations and is used to examine the relative influence of processes that determine Nd in SO stratocumulus clouds. The model predicts Nd with little bias and a correlation coefficient of ~0.7 compared with observations. Coalescence scavenging is found to be an important sink of CCN in precipitating stratocumulus and reduces the predicted Nd by as much as 90% depending on the precipitation rate. I also find that the free ...
author2 Marchand, Roger
format Thesis
author Kang, Litai
author_facet Kang, Litai
author_sort Kang, Litai
title Southern Ocean Precipitation and Aerosol-Cloud-Precipitation Interactions: A Synthesis of Aircraft Observations, Simple Process Model, and Earth System Model
title_short Southern Ocean Precipitation and Aerosol-Cloud-Precipitation Interactions: A Synthesis of Aircraft Observations, Simple Process Model, and Earth System Model
title_full Southern Ocean Precipitation and Aerosol-Cloud-Precipitation Interactions: A Synthesis of Aircraft Observations, Simple Process Model, and Earth System Model
title_fullStr Southern Ocean Precipitation and Aerosol-Cloud-Precipitation Interactions: A Synthesis of Aircraft Observations, Simple Process Model, and Earth System Model
title_full_unstemmed Southern Ocean Precipitation and Aerosol-Cloud-Precipitation Interactions: A Synthesis of Aircraft Observations, Simple Process Model, and Earth System Model
title_sort southern ocean precipitation and aerosol-cloud-precipitation interactions: a synthesis of aircraft observations, simple process model, and earth system model
publishDate 2024
url http://hdl.handle.net/1773/51311
genre Southern Ocean
genre_facet Southern Ocean
op_relation Kang_washington_0250E_26594.pdf
http://hdl.handle.net/1773/51311
op_rights CC BY
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