Detection of cloud phase using ceilometer observations in New Zealand and the Southern Ocean. ...
Supercooled liquid water (SLW) clouds are commonly observed in the Southern Hemisphere but are poorly represented in current climate models. Due to signal attenuation, satellite borne lidar observations of SLW are biased, so surface-based measurements are needed for understanding the distribution of...
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University of Canterbury
2023
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Online Access: | https://dx.doi.org/10.26021/15045 https://ir.canterbury.ac.nz/handle/10092/106162 |
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ftdatacite:10.26021/15045 2023-11-05T03:45:12+01:00 Detection of cloud phase using ceilometer observations in New Zealand and the Southern Ocean. ... Whitehead, Luke 2023 https://dx.doi.org/10.26021/15045 https://ir.canterbury.ac.nz/handle/10092/106162 en eng University of Canterbury All Rights Reserved https://canterbury.libguides.com/rights/theses article CreativeWork Theses / Dissertations Other 2023 ftdatacite https://doi.org/10.26021/15045 2023-10-09T10:55:42Z Supercooled liquid water (SLW) clouds are commonly observed in the Southern Hemisphere but are poorly represented in current climate models. Due to signal attenuation, satellite borne lidar observations of SLW are biased, so surface-based measurements are needed for understanding the distribution of SLW cloud for the purposes of model evaluation. The use of depolarization lidar to measure atmospheric volume depolarization ratio (VDR) is a common technique in classifying cloud phase (liquid or ice). Unfortunately, such lidars are uncommon and not suited to remote and extended measurement campaigns. This thesis is focused on identifying whether ceilometers (simple, low-power lidars) can be utilized to quantify SLW occurrence over the Southern Hemisphere, particularly the Southern Ocean. Previous work has established a technique to detect supercooled liquid water containing clouds (SLCC) from ceilometer retrievals, using a supervised machine learning model. Utilizing a depolarization lidar training dataset from ... Article in Journal/Newspaper Southern Ocean DataCite Metadata Store (German National Library of Science and Technology) |
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Open Polar |
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DataCite Metadata Store (German National Library of Science and Technology) |
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ftdatacite |
language |
English |
description |
Supercooled liquid water (SLW) clouds are commonly observed in the Southern Hemisphere but are poorly represented in current climate models. Due to signal attenuation, satellite borne lidar observations of SLW are biased, so surface-based measurements are needed for understanding the distribution of SLW cloud for the purposes of model evaluation. The use of depolarization lidar to measure atmospheric volume depolarization ratio (VDR) is a common technique in classifying cloud phase (liquid or ice). Unfortunately, such lidars are uncommon and not suited to remote and extended measurement campaigns. This thesis is focused on identifying whether ceilometers (simple, low-power lidars) can be utilized to quantify SLW occurrence over the Southern Hemisphere, particularly the Southern Ocean. Previous work has established a technique to detect supercooled liquid water containing clouds (SLCC) from ceilometer retrievals, using a supervised machine learning model. Utilizing a depolarization lidar training dataset from ... |
format |
Article in Journal/Newspaper |
author |
Whitehead, Luke |
spellingShingle |
Whitehead, Luke Detection of cloud phase using ceilometer observations in New Zealand and the Southern Ocean. ... |
author_facet |
Whitehead, Luke |
author_sort |
Whitehead, Luke |
title |
Detection of cloud phase using ceilometer observations in New Zealand and the Southern Ocean. ... |
title_short |
Detection of cloud phase using ceilometer observations in New Zealand and the Southern Ocean. ... |
title_full |
Detection of cloud phase using ceilometer observations in New Zealand and the Southern Ocean. ... |
title_fullStr |
Detection of cloud phase using ceilometer observations in New Zealand and the Southern Ocean. ... |
title_full_unstemmed |
Detection of cloud phase using ceilometer observations in New Zealand and the Southern Ocean. ... |
title_sort |
detection of cloud phase using ceilometer observations in new zealand and the southern ocean. ... |
publisher |
University of Canterbury |
publishDate |
2023 |
url |
https://dx.doi.org/10.26021/15045 https://ir.canterbury.ac.nz/handle/10092/106162 |
genre |
Southern Ocean |
genre_facet |
Southern Ocean |
op_rights |
All Rights Reserved https://canterbury.libguides.com/rights/theses |
op_doi |
https://doi.org/10.26021/15045 |
_version_ |
1781706774825402368 |