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Estimation of Mixed Layer Depth in the Gulf of Aden: A New Approach

The mixed layer depth (MLD) in Gulf of Aden is analyzed using vertical high resolution (1m) profiles of both temperature and density. Firstly, we examined threshold and gradient methods for estimating the MLD. Close evaluation with individual profiles reveals the failure of both methods for most of...

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Autores principales: P, Abdulla C., Alsaafani, M. A., Alraddadi, T. M., Albarakati, A. M.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2016
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5082926/
https://www.ncbi.nlm.nih.gov/pubmed/27788181
http://dx.doi.org/10.1371/journal.pone.0165136
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author P, Abdulla C.
Alsaafani, M. A.
Alraddadi, T. M.
Albarakati, A. M.
author_facet P, Abdulla C.
Alsaafani, M. A.
Alraddadi, T. M.
Albarakati, A. M.
author_sort P, Abdulla C.
collection PubMed
description The mixed layer depth (MLD) in Gulf of Aden is analyzed using vertical high resolution (1m) profiles of both temperature and density. Firstly, we examined threshold and gradient methods for estimating the MLD. Close evaluation with individual profiles reveals the failure of both methods for most of the profiles. Furthermore, the curvature method, a relatively recent approach to define ocean MLDs, is established for open water profiles but for marginal seas, like the Gulf of Aden, it detects shallower depths than the actual MLD. These considerable differences motivated us to introduce a new approach of MLD identification, which is developed based on curvature method and is called segment method. Our segment method produces adequate MLD estimates for more than 95% of the profiles and overcomes major limitations of conventional methods. It is less biased and least scattered compared to other methods with a correlation coefficient > 0.95. The mixed layer in Gulf of Aden displays significant seasonal variability and is deeper in winter. Throughout the year, the western part of gulf experiences deeper mixed layer than the eastern part. Regional eddies dominate Gulf of Aden’s MLD pattern during all seasons.
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spelling pubmed-50829262016-11-04 Estimation of Mixed Layer Depth in the Gulf of Aden: A New Approach P, Abdulla C. Alsaafani, M. A. Alraddadi, T. M. Albarakati, A. M. PLoS One Research Article The mixed layer depth (MLD) in Gulf of Aden is analyzed using vertical high resolution (1m) profiles of both temperature and density. Firstly, we examined threshold and gradient methods for estimating the MLD. Close evaluation with individual profiles reveals the failure of both methods for most of the profiles. Furthermore, the curvature method, a relatively recent approach to define ocean MLDs, is established for open water profiles but for marginal seas, like the Gulf of Aden, it detects shallower depths than the actual MLD. These considerable differences motivated us to introduce a new approach of MLD identification, which is developed based on curvature method and is called segment method. Our segment method produces adequate MLD estimates for more than 95% of the profiles and overcomes major limitations of conventional methods. It is less biased and least scattered compared to other methods with a correlation coefficient > 0.95. The mixed layer in Gulf of Aden displays significant seasonal variability and is deeper in winter. Throughout the year, the western part of gulf experiences deeper mixed layer than the eastern part. Regional eddies dominate Gulf of Aden’s MLD pattern during all seasons. Public Library of Science 2016-10-27 /pmc/articles/PMC5082926/ /pubmed/27788181 http://dx.doi.org/10.1371/journal.pone.0165136 Text en © 2016 P et al http://creativecommons.org/licenses/by/4.0/ This is an open access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.
spellingShingle Research Article
P, Abdulla C.
Alsaafani, M. A.
Alraddadi, T. M.
Albarakati, A. M.
Estimation of Mixed Layer Depth in the Gulf of Aden: A New Approach
title Estimation of Mixed Layer Depth in the Gulf of Aden: A New Approach
title_full Estimation of Mixed Layer Depth in the Gulf of Aden: A New Approach
title_fullStr Estimation of Mixed Layer Depth in the Gulf of Aden: A New Approach
title_full_unstemmed Estimation of Mixed Layer Depth in the Gulf of Aden: A New Approach
title_short Estimation of Mixed Layer Depth in the Gulf of Aden: A New Approach
title_sort estimation of mixed layer depth in the gulf of aden: a new approach
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5082926/
https://www.ncbi.nlm.nih.gov/pubmed/27788181
http://dx.doi.org/10.1371/journal.pone.0165136
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