An investigation into the sampling bias of Argo profiling floats in the Southern Ocean
Numerous Argo floats (approximately 3800 floats) have been deployed in the world's oceans to gather hydrographic and biogeochemical data from the upper 2000 m. However, limited research has been done on the spatial and temporal distribution and potential sampling bias of Argo profiling floats b...
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ftunivcapetownir:oai:open.uct.ac.za:11427/20017 2024-09-15T18:37:01+00:00 An investigation into the sampling bias of Argo profiling floats in the Southern Ocean Tsei, Senam Kofi Backeberg, Björn 2015 application/pdf http://hdl.handle.net/11427/20017 eng eng Department of Oceanography Faculty of Science University of Cape Town http://hdl.handle.net/11427/20017 Applied Marine Science Master Thesis Masters MSc 2015 ftunivcapetownir 2024-06-25T03:35:05Z Numerous Argo floats (approximately 3800 floats) have been deployed in the world's oceans to gather hydrographic and biogeochemical data from the upper 2000 m. However, limited research has been done on the spatial and temporal distribution and potential sampling bias of Argo profiling floats brought on by the effects of bathymetric steering of currents, as well as oceanic features, such as meanders and eddies, that affect their distribution over the global ocean. This study investigates the sampling distribution of profiling floats and assesses the mechanisms that impact their trajectories and distribution in the Atlantic sector of the Southern Ocean. The study reveals that Argo floats are influenced and steered towards frontal jets, which in turn are steered by the underlying bathymetry. Argo floats have a 30 % higher probability of sampling regions where depths range from 4000 - 5000 m, rather than shallow regions of the oceans. Using bootstrapping, this result was shown to be statistically significant at the 95 % confidence interval. The sampling bias is associated with floats becoming entrained into deep reaching frontal jets that occur in the Southern Ocean and dominate the deeper waters. This is shown by analyzing the Argo float positions in relation to mean geostrophic currents which shows that there is a 40 % higher probability (statistically significant at the 95 % confidence level) of finding Argo floats in regions where geostrophic currents range from 0.1 - 0.22 m.s-1 even though the majority of surface currents in the Southern Ocean are found below 0.05 m.s-1. This indicates a non-uniform distribution of Argo floats in the Southern Ocean, which leads to a spatial sampling bias in the float data. This has implications for how we characterize the oceanography or understand the distribution and variability of oceanographic processes and its relation to climate. Master Thesis Southern Ocean University of Cape Town: OpenUCT |
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University of Cape Town: OpenUCT |
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ftunivcapetownir |
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English |
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Applied Marine Science |
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Applied Marine Science Tsei, Senam Kofi An investigation into the sampling bias of Argo profiling floats in the Southern Ocean |
topic_facet |
Applied Marine Science |
description |
Numerous Argo floats (approximately 3800 floats) have been deployed in the world's oceans to gather hydrographic and biogeochemical data from the upper 2000 m. However, limited research has been done on the spatial and temporal distribution and potential sampling bias of Argo profiling floats brought on by the effects of bathymetric steering of currents, as well as oceanic features, such as meanders and eddies, that affect their distribution over the global ocean. This study investigates the sampling distribution of profiling floats and assesses the mechanisms that impact their trajectories and distribution in the Atlantic sector of the Southern Ocean. The study reveals that Argo floats are influenced and steered towards frontal jets, which in turn are steered by the underlying bathymetry. Argo floats have a 30 % higher probability of sampling regions where depths range from 4000 - 5000 m, rather than shallow regions of the oceans. Using bootstrapping, this result was shown to be statistically significant at the 95 % confidence interval. The sampling bias is associated with floats becoming entrained into deep reaching frontal jets that occur in the Southern Ocean and dominate the deeper waters. This is shown by analyzing the Argo float positions in relation to mean geostrophic currents which shows that there is a 40 % higher probability (statistically significant at the 95 % confidence level) of finding Argo floats in regions where geostrophic currents range from 0.1 - 0.22 m.s-1 even though the majority of surface currents in the Southern Ocean are found below 0.05 m.s-1. This indicates a non-uniform distribution of Argo floats in the Southern Ocean, which leads to a spatial sampling bias in the float data. This has implications for how we characterize the oceanography or understand the distribution and variability of oceanographic processes and its relation to climate. |
author2 |
Backeberg, Björn |
format |
Master Thesis |
author |
Tsei, Senam Kofi |
author_facet |
Tsei, Senam Kofi |
author_sort |
Tsei, Senam Kofi |
title |
An investigation into the sampling bias of Argo profiling floats in the Southern Ocean |
title_short |
An investigation into the sampling bias of Argo profiling floats in the Southern Ocean |
title_full |
An investigation into the sampling bias of Argo profiling floats in the Southern Ocean |
title_fullStr |
An investigation into the sampling bias of Argo profiling floats in the Southern Ocean |
title_full_unstemmed |
An investigation into the sampling bias of Argo profiling floats in the Southern Ocean |
title_sort |
investigation into the sampling bias of argo profiling floats in the southern ocean |
publisher |
Department of Oceanography |
publishDate |
2015 |
url |
http://hdl.handle.net/11427/20017 |
genre |
Southern Ocean |
genre_facet |
Southern Ocean |
op_relation |
http://hdl.handle.net/11427/20017 |
_version_ |
1810481068408569856 |