Assessing Physical Relationships Between Atmospheric State, Fluxes, and Boundary Layer Stability at McMurdo Station, Antarctica
Observations at McMurdo Station, Antarctica from 24 November 2015 through 3 January 2017 were used to characterize the physical relationships between boundary layer stability and atmospheric state and fluxes. The basis of this analysis was self-organizing maps (SOMs), a neural network algorithm, use...
Published in: | Journal of Geophysical Research: Atmospheres |
---|---|
Main Authors: | , |
Language: | unknown |
Published: |
2023
|
Subjects: | |
Online Access: | http://www.osti.gov/servlets/purl/1882205 https://www.osti.gov/biblio/1882205 https://doi.org/10.1029/2021jd036075 |
id |
ftosti:oai:osti.gov:1882205 |
---|---|
record_format |
openpolar |
spelling |
ftosti:oai:osti.gov:1882205 2023-07-30T03:59:25+02:00 Assessing Physical Relationships Between Atmospheric State, Fluxes, and Boundary Layer Stability at McMurdo Station, Antarctica Dice, Mckenzie J. Cassano, John J. 2023-06-05 application/pdf http://www.osti.gov/servlets/purl/1882205 https://www.osti.gov/biblio/1882205 https://doi.org/10.1029/2021jd036075 unknown http://www.osti.gov/servlets/purl/1882205 https://www.osti.gov/biblio/1882205 https://doi.org/10.1029/2021jd036075 doi:10.1029/2021jd036075 54 ENVIRONMENTAL SCIENCES 2023 ftosti https://doi.org/10.1029/2021jd036075 2023-07-11T10:14:12Z Observations at McMurdo Station, Antarctica from 24 November 2015 through 3 January 2017 were used to characterize the physical relationships between boundary layer stability and atmospheric state and fluxes. The basis of this analysis was self-organizing maps (SOMs), a neural network algorithm, used to identify the range of potential temperature profiles present in the twice-daily radiosonde data during the ARM (Atmospheric Radiation Measurement) West Antarctic Radiation Experiment (AWARE) campaign. The SOM identified profiles ranging from strongly stable to weakly stable regimes over the lowest 500 m of the atmosphere. It was found that in the winter (MJJA), moderate and strongly stable regimes occur most frequently (61%), while weakly stable regimes dominate in the summer (DJ, 83.4%). The mechanisms responsible for the dominance of different stability regimes in each season were analyzed to determine why these regimes occur with varying frequency throughout the year. This analysis found that wind speed variations and radiative cooling are responsible for the stability observed in the winter, radiative warming, as well as weaker wind speeds, are responsible for summer weak stability, and stability variations in the transition seasons (FMA, SON) are characterized by a change in sign of net radiation with increasing stability, as wind speed changes little across stability regimes. Low-level jets were observed to occur about 50% of the time below areas of enhanced stability aloft and were observed most frequently in the transition seasons. The boundary layer depth, as determined by the Bulk Richardson number, was found to decrease with increasing stability. Other/Unknown Material Antarc* Antarctic Antarctica SciTec Connect (Office of Scientific and Technical Information - OSTI, U.S. Department of Energy) Antarctic McMurdo Station ENVELOPE(166.667,166.667,-77.850,-77.850) Journal of Geophysical Research: Atmospheres 127 15 |
institution |
Open Polar |
collection |
SciTec Connect (Office of Scientific and Technical Information - OSTI, U.S. Department of Energy) |
op_collection_id |
ftosti |
language |
unknown |
topic |
54 ENVIRONMENTAL SCIENCES |
spellingShingle |
54 ENVIRONMENTAL SCIENCES Dice, Mckenzie J. Cassano, John J. Assessing Physical Relationships Between Atmospheric State, Fluxes, and Boundary Layer Stability at McMurdo Station, Antarctica |
topic_facet |
54 ENVIRONMENTAL SCIENCES |
description |
Observations at McMurdo Station, Antarctica from 24 November 2015 through 3 January 2017 were used to characterize the physical relationships between boundary layer stability and atmospheric state and fluxes. The basis of this analysis was self-organizing maps (SOMs), a neural network algorithm, used to identify the range of potential temperature profiles present in the twice-daily radiosonde data during the ARM (Atmospheric Radiation Measurement) West Antarctic Radiation Experiment (AWARE) campaign. The SOM identified profiles ranging from strongly stable to weakly stable regimes over the lowest 500 m of the atmosphere. It was found that in the winter (MJJA), moderate and strongly stable regimes occur most frequently (61%), while weakly stable regimes dominate in the summer (DJ, 83.4%). The mechanisms responsible for the dominance of different stability regimes in each season were analyzed to determine why these regimes occur with varying frequency throughout the year. This analysis found that wind speed variations and radiative cooling are responsible for the stability observed in the winter, radiative warming, as well as weaker wind speeds, are responsible for summer weak stability, and stability variations in the transition seasons (FMA, SON) are characterized by a change in sign of net radiation with increasing stability, as wind speed changes little across stability regimes. Low-level jets were observed to occur about 50% of the time below areas of enhanced stability aloft and were observed most frequently in the transition seasons. The boundary layer depth, as determined by the Bulk Richardson number, was found to decrease with increasing stability. |
author |
Dice, Mckenzie J. Cassano, John J. |
author_facet |
Dice, Mckenzie J. Cassano, John J. |
author_sort |
Dice, Mckenzie J. |
title |
Assessing Physical Relationships Between Atmospheric State, Fluxes, and Boundary Layer Stability at McMurdo Station, Antarctica |
title_short |
Assessing Physical Relationships Between Atmospheric State, Fluxes, and Boundary Layer Stability at McMurdo Station, Antarctica |
title_full |
Assessing Physical Relationships Between Atmospheric State, Fluxes, and Boundary Layer Stability at McMurdo Station, Antarctica |
title_fullStr |
Assessing Physical Relationships Between Atmospheric State, Fluxes, and Boundary Layer Stability at McMurdo Station, Antarctica |
title_full_unstemmed |
Assessing Physical Relationships Between Atmospheric State, Fluxes, and Boundary Layer Stability at McMurdo Station, Antarctica |
title_sort |
assessing physical relationships between atmospheric state, fluxes, and boundary layer stability at mcmurdo station, antarctica |
publishDate |
2023 |
url |
http://www.osti.gov/servlets/purl/1882205 https://www.osti.gov/biblio/1882205 https://doi.org/10.1029/2021jd036075 |
long_lat |
ENVELOPE(166.667,166.667,-77.850,-77.850) |
geographic |
Antarctic McMurdo Station |
geographic_facet |
Antarctic McMurdo Station |
genre |
Antarc* Antarctic Antarctica |
genre_facet |
Antarc* Antarctic Antarctica |
op_relation |
http://www.osti.gov/servlets/purl/1882205 https://www.osti.gov/biblio/1882205 https://doi.org/10.1029/2021jd036075 doi:10.1029/2021jd036075 |
op_doi |
https://doi.org/10.1029/2021jd036075 |
container_title |
Journal of Geophysical Research: Atmospheres |
container_volume |
127 |
container_issue |
15 |
_version_ |
1772810226345443328 |