A global evaluation of daily to seasonal aerosol and water vapor relationships using a combination of AERONET and NAAPS reanalysis data

The co-transport of aerosol particles and water vapor has long been noted in the literature, with a myriad of implications such as air mass characterization, radiative transfer, and data assimilation. Here, the relationship between aerosol optical depth (AOD) and precipitable water vapor (PW) is eva...

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Published in:Atmospheric Chemistry and Physics
Main Authors: J. I. Rubin, J. S. Reid, P. Xian, C. M. Selman, T. F. Eck
Format: Article in Journal/Newspaper
Language:English
Published: Copernicus Publications 2023
Subjects:
Online Access:https://doi.org/10.5194/acp-23-4059-2023
https://doaj.org/article/77eb6dc718034b7faf5beb9eabca6db0
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spelling ftdoajarticles:oai:doaj.org/article:77eb6dc718034b7faf5beb9eabca6db0 2023-05-15T13:07:03+02:00 A global evaluation of daily to seasonal aerosol and water vapor relationships using a combination of AERONET and NAAPS reanalysis data J. I. Rubin J. S. Reid P. Xian C. M. Selman T. F. Eck 2023-04-01T00:00:00Z https://doi.org/10.5194/acp-23-4059-2023 https://doaj.org/article/77eb6dc718034b7faf5beb9eabca6db0 EN eng Copernicus Publications https://acp.copernicus.org/articles/23/4059/2023/acp-23-4059-2023.pdf https://doaj.org/toc/1680-7316 https://doaj.org/toc/1680-7324 doi:10.5194/acp-23-4059-2023 1680-7316 1680-7324 https://doaj.org/article/77eb6dc718034b7faf5beb9eabca6db0 Atmospheric Chemistry and Physics, Vol 23, Pp 4059-4090 (2023) Physics QC1-999 Chemistry QD1-999 article 2023 ftdoajarticles https://doi.org/10.5194/acp-23-4059-2023 2023-04-09T00:33:09Z The co-transport of aerosol particles and water vapor has long been noted in the literature, with a myriad of implications such as air mass characterization, radiative transfer, and data assimilation. Here, the relationship between aerosol optical depth (AOD) and precipitable water vapor (PW) is evaluated to our knowledge for the first time globally, at daily to seasonal levels using approximately 20 years of NASA Aerosol Robotic Network (AERONET) observational data and the 16-year Navy Aerosol Analysis Prediction System (NAAPS) reanalysis v1.0 (NAAPS-RA) model fields. The combination of AERONET observations with small uncertainties and the reanalysis fields with global coverage is used to provide a best estimate of the seasonal AOD and PW relationships, including an evaluation of correlations, slope, and PW probability distributions for identification of statistically significant differences in PW for high-AOD events. The relationships produced from the AERONET and NAAPS-RA datasets were compared against each other and showed consistency, indicating that the NAAPS-RA provides a realistic representation of the AOD and PW relationship. The analysis includes layer AOD and PW relationships for proxies of the planetary boundary layer and the lower, middle, and upper free troposphere. The dominant AOD and PW relationship is positive, supported by both AERONET and model evaluation, which varies in strength by season and location. These relationships were found to be statistically significant and present across the globe, observed on an event-by-event level. Evaluations at individual AERONET sites implicate synoptic-scale transport as a contributing factor in these relationships at daily levels. Negative AOD and PW relationships were identified and predominantly associated with regional dry-season timescales in which biomass burning is the predominant aerosol type. This is not an indication of dry-air association with smoke for an individual event but is a reflection of the overall dry conditions leading to more ... Article in Journal/Newspaper Aerosol Robotic Network Directory of Open Access Journals: DOAJ Articles Atmospheric Chemistry and Physics 23 7 4059 4090
institution Open Polar
collection Directory of Open Access Journals: DOAJ Articles
op_collection_id ftdoajarticles
language English
topic Physics
QC1-999
Chemistry
QD1-999
spellingShingle Physics
QC1-999
Chemistry
QD1-999
J. I. Rubin
J. S. Reid
P. Xian
C. M. Selman
T. F. Eck
A global evaluation of daily to seasonal aerosol and water vapor relationships using a combination of AERONET and NAAPS reanalysis data
topic_facet Physics
QC1-999
Chemistry
QD1-999
description The co-transport of aerosol particles and water vapor has long been noted in the literature, with a myriad of implications such as air mass characterization, radiative transfer, and data assimilation. Here, the relationship between aerosol optical depth (AOD) and precipitable water vapor (PW) is evaluated to our knowledge for the first time globally, at daily to seasonal levels using approximately 20 years of NASA Aerosol Robotic Network (AERONET) observational data and the 16-year Navy Aerosol Analysis Prediction System (NAAPS) reanalysis v1.0 (NAAPS-RA) model fields. The combination of AERONET observations with small uncertainties and the reanalysis fields with global coverage is used to provide a best estimate of the seasonal AOD and PW relationships, including an evaluation of correlations, slope, and PW probability distributions for identification of statistically significant differences in PW for high-AOD events. The relationships produced from the AERONET and NAAPS-RA datasets were compared against each other and showed consistency, indicating that the NAAPS-RA provides a realistic representation of the AOD and PW relationship. The analysis includes layer AOD and PW relationships for proxies of the planetary boundary layer and the lower, middle, and upper free troposphere. The dominant AOD and PW relationship is positive, supported by both AERONET and model evaluation, which varies in strength by season and location. These relationships were found to be statistically significant and present across the globe, observed on an event-by-event level. Evaluations at individual AERONET sites implicate synoptic-scale transport as a contributing factor in these relationships at daily levels. Negative AOD and PW relationships were identified and predominantly associated with regional dry-season timescales in which biomass burning is the predominant aerosol type. This is not an indication of dry-air association with smoke for an individual event but is a reflection of the overall dry conditions leading to more ...
format Article in Journal/Newspaper
author J. I. Rubin
J. S. Reid
P. Xian
C. M. Selman
T. F. Eck
author_facet J. I. Rubin
J. S. Reid
P. Xian
C. M. Selman
T. F. Eck
author_sort J. I. Rubin
title A global evaluation of daily to seasonal aerosol and water vapor relationships using a combination of AERONET and NAAPS reanalysis data
title_short A global evaluation of daily to seasonal aerosol and water vapor relationships using a combination of AERONET and NAAPS reanalysis data
title_full A global evaluation of daily to seasonal aerosol and water vapor relationships using a combination of AERONET and NAAPS reanalysis data
title_fullStr A global evaluation of daily to seasonal aerosol and water vapor relationships using a combination of AERONET and NAAPS reanalysis data
title_full_unstemmed A global evaluation of daily to seasonal aerosol and water vapor relationships using a combination of AERONET and NAAPS reanalysis data
title_sort global evaluation of daily to seasonal aerosol and water vapor relationships using a combination of aeronet and naaps reanalysis data
publisher Copernicus Publications
publishDate 2023
url https://doi.org/10.5194/acp-23-4059-2023
https://doaj.org/article/77eb6dc718034b7faf5beb9eabca6db0
genre Aerosol Robotic Network
genre_facet Aerosol Robotic Network
op_source Atmospheric Chemistry and Physics, Vol 23, Pp 4059-4090 (2023)
op_relation https://acp.copernicus.org/articles/23/4059/2023/acp-23-4059-2023.pdf
https://doaj.org/toc/1680-7316
https://doaj.org/toc/1680-7324
doi:10.5194/acp-23-4059-2023
1680-7316
1680-7324
https://doaj.org/article/77eb6dc718034b7faf5beb9eabca6db0
op_doi https://doi.org/10.5194/acp-23-4059-2023
container_title Atmospheric Chemistry and Physics
container_volume 23
container_issue 7
container_start_page 4059
op_container_end_page 4090
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