Cloud top phase characterization of cold sector Southern Ocean clouds and ice production at warm cloud top temperatures: results from the SOCRATES field campaign

Low-level cloud cover over the Southern Ocean (SO) has a significant influence on global radiative balance. Climate models have had difficulty in the past reproducing shortwave radiation reflected by these clouds because of the inability to represent low-level cloud top properties, more specifically...

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Bibliographic Details
Main Author: Zaremba, Troy J
Other Authors: Rauber, Robert M
Format: Thesis
Language:English
Published: 2022
Subjects:
HCR
Online Access:http://hdl.handle.net/2142/108181
id ftunivillidea:oai:www.ideals.illinois.edu:2142/108181
record_format openpolar
spelling ftunivillidea:oai:www.ideals.illinois.edu:2142/108181 2023-05-15T18:25:19+02:00 Cloud top phase characterization of cold sector Southern Ocean clouds and ice production at warm cloud top temperatures: results from the SOCRATES field campaign Zaremba, Troy J Rauber, Robert M 2022-08-26T23:58:55Z application/pdf http://hdl.handle.net/2142/108181 en eng http://hdl.handle.net/2142/108181 Copyright 2020 Troy Zaremba Southern Ocean HSRL HCR Thesis text 2022 ftunivillidea 2020-08-29T22:28:02Z Low-level cloud cover over the Southern Ocean (SO) has a significant influence on global radiative balance. Climate models have had difficulty in the past reproducing shortwave radiation reflected by these clouds because of the inability to represent low-level cloud top properties, more specifically, they underrepresent cloud top supercooled liquid water concentrations. Past in-situ and satellite studies over the region have emphasized the abundance and importance of supercooled liquid water in cold sector SO clouds, especially at or near cloud top. SO supercooled clouds contribute between 27% and 38% of the total reflected solar radiation between 40ºS and 70ºS and represent a significant source of uncertainty in global climate models. Understanding these cloud’s properties and processes is critical to accurately simulating them in the climate system. Past global climate model studies have found that replacing all mixed-phase clouds with supercooled clouds at temperatures between -35ºC and 0ºC would result in 17 W m-2 more radiation reflected back to space. Ice crystals are typically thinner for the same liquid water content present as a pure supercooled liquid cloud. This study uses collocated airborne radar, lidar, and thermodynamic data from twelve high-altitude flight legs during the SO Clouds, Radiation, Aerosol Transport Experimental Study (SOCRATES) field campaign to characterize SO cold sector cloud top phase (top 96 m) and cloud precipitation properties as a function of cloud top temperature. Training datasets were developed to create probabilistic phase classifications based on High Spectral Resolution Lidar data and HIAPER Cloud Radar data. These classifications were used to identify cloud top phase. Results indicate that nearly 88.7% of the cloud tops contained liquid, 1.1% contained ice, 0.8% could not be identified based on the training datasets, and 9.4% were unknown (meaning they fell outside of the training datasets). 75.6% of cloud cover had cloud top temperatures less than 0ºC. Considering only these clouds we found that 89.9% had supercooled liquid water at cloud top, 0.4% contained ice, 0.1% could not be identified based on the training datasets and 9.6% were unknown (meaning they fell outside the training datasets). Case studies are also presented illustrating examples of low-level cold sector cloud top phase identification. Ice production in clouds with warm cloud top temperatures (greater than -5ºC) occurred in several locations during 8 research flights. Case studies showed the clear presence of a melting level even when cloud top temperatures were as warm as -3ºC. 41.0% of clouds sampled had cloud top temperatures between -5ºC and 0ºC. 8.5% of those clouds were precipitating through the 0ºC isotherm. 23.5% of clouds with cloud top temperatures between -5ºC and 0ºC that precipitated through the 0ºC isotherm had a definitive melting level present, implying that primary and/or secondary ice production was occurring. U of I Only Author requested U of Illinois access only (OA after 2yrs) in Vireo ETD system Thesis Southern Ocean University of Illinois at Urbana-Champaign: IDEALS (Illinois Digital Environment for Access to Learning and Scholarship) Southern Ocean
institution Open Polar
collection University of Illinois at Urbana-Champaign: IDEALS (Illinois Digital Environment for Access to Learning and Scholarship)
op_collection_id ftunivillidea
language English
topic Southern Ocean
HSRL
HCR
spellingShingle Southern Ocean
HSRL
HCR
Zaremba, Troy J
Cloud top phase characterization of cold sector Southern Ocean clouds and ice production at warm cloud top temperatures: results from the SOCRATES field campaign
topic_facet Southern Ocean
HSRL
HCR
description Low-level cloud cover over the Southern Ocean (SO) has a significant influence on global radiative balance. Climate models have had difficulty in the past reproducing shortwave radiation reflected by these clouds because of the inability to represent low-level cloud top properties, more specifically, they underrepresent cloud top supercooled liquid water concentrations. Past in-situ and satellite studies over the region have emphasized the abundance and importance of supercooled liquid water in cold sector SO clouds, especially at or near cloud top. SO supercooled clouds contribute between 27% and 38% of the total reflected solar radiation between 40ºS and 70ºS and represent a significant source of uncertainty in global climate models. Understanding these cloud’s properties and processes is critical to accurately simulating them in the climate system. Past global climate model studies have found that replacing all mixed-phase clouds with supercooled clouds at temperatures between -35ºC and 0ºC would result in 17 W m-2 more radiation reflected back to space. Ice crystals are typically thinner for the same liquid water content present as a pure supercooled liquid cloud. This study uses collocated airborne radar, lidar, and thermodynamic data from twelve high-altitude flight legs during the SO Clouds, Radiation, Aerosol Transport Experimental Study (SOCRATES) field campaign to characterize SO cold sector cloud top phase (top 96 m) and cloud precipitation properties as a function of cloud top temperature. Training datasets were developed to create probabilistic phase classifications based on High Spectral Resolution Lidar data and HIAPER Cloud Radar data. These classifications were used to identify cloud top phase. Results indicate that nearly 88.7% of the cloud tops contained liquid, 1.1% contained ice, 0.8% could not be identified based on the training datasets, and 9.4% were unknown (meaning they fell outside of the training datasets). 75.6% of cloud cover had cloud top temperatures less than 0ºC. Considering only these clouds we found that 89.9% had supercooled liquid water at cloud top, 0.4% contained ice, 0.1% could not be identified based on the training datasets and 9.6% were unknown (meaning they fell outside the training datasets). Case studies are also presented illustrating examples of low-level cold sector cloud top phase identification. Ice production in clouds with warm cloud top temperatures (greater than -5ºC) occurred in several locations during 8 research flights. Case studies showed the clear presence of a melting level even when cloud top temperatures were as warm as -3ºC. 41.0% of clouds sampled had cloud top temperatures between -5ºC and 0ºC. 8.5% of those clouds were precipitating through the 0ºC isotherm. 23.5% of clouds with cloud top temperatures between -5ºC and 0ºC that precipitated through the 0ºC isotherm had a definitive melting level present, implying that primary and/or secondary ice production was occurring. U of I Only Author requested U of Illinois access only (OA after 2yrs) in Vireo ETD system
author2 Rauber, Robert M
format Thesis
author Zaremba, Troy J
author_facet Zaremba, Troy J
author_sort Zaremba, Troy J
title Cloud top phase characterization of cold sector Southern Ocean clouds and ice production at warm cloud top temperatures: results from the SOCRATES field campaign
title_short Cloud top phase characterization of cold sector Southern Ocean clouds and ice production at warm cloud top temperatures: results from the SOCRATES field campaign
title_full Cloud top phase characterization of cold sector Southern Ocean clouds and ice production at warm cloud top temperatures: results from the SOCRATES field campaign
title_fullStr Cloud top phase characterization of cold sector Southern Ocean clouds and ice production at warm cloud top temperatures: results from the SOCRATES field campaign
title_full_unstemmed Cloud top phase characterization of cold sector Southern Ocean clouds and ice production at warm cloud top temperatures: results from the SOCRATES field campaign
title_sort cloud top phase characterization of cold sector southern ocean clouds and ice production at warm cloud top temperatures: results from the socrates field campaign
publishDate 2022
url http://hdl.handle.net/2142/108181
geographic Southern Ocean
geographic_facet Southern Ocean
genre Southern Ocean
genre_facet Southern Ocean
op_relation http://hdl.handle.net/2142/108181
op_rights Copyright 2020 Troy Zaremba
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