Adjoint Modeling and Observing System Design in the Subpolar North Atlantic
The near-surface ocean currents of the subpolar North Atlantic transport large amounts of heat from the subtropics to higher latitudes, affecting Arctic sea ice extent, the melting of the Greenland Ice Sheet, and the climate in western Europe and North America. Moreover, deep water formation in the...
Main Author: | |
---|---|
Format: | Doctoral or Postdoctoral Thesis |
Language: | English |
Published: |
The University of Bergen
2019
|
Subjects: | |
Online Access: | https://hdl.handle.net/1956/24456 |
id |
ftunivbergen:oai:bora.uib.no:1956/24456 |
---|---|
record_format |
openpolar |
spelling |
ftunivbergen:oai:bora.uib.no:1956/24456 2023-05-15T15:13:03+02:00 Adjoint Modeling and Observing System Design in the Subpolar North Atlantic Loose, Nora 2019-10-08T00:41:04Z application/pdf https://hdl.handle.net/1956/24456 eng eng The University of Bergen container/e3/85/51/4f/e385514f-9140-4528-8dab-9e984213c58f urn:isbn:9788230841334 urn:isbn:9788230864913 https://hdl.handle.net/1956/24456 Copyright the Author. All rights reserved Copyright the Author. Doctoral thesis 2019 ftunivbergen 2023-03-14T17:41:24Z The near-surface ocean currents of the subpolar North Atlantic transport large amounts of heat from the subtropics to higher latitudes, affecting Arctic sea ice extent, the melting of the Greenland Ice Sheet, and the climate in western Europe and North America. Moreover, deep water formation in the subpolar North Atlantic actively shapes the Atlantic meridional overturning circulation, which connects the surface with the deep ocean and the northern with the southern hemisphere. The recently acquired data from the OSNAP (Overturning in the Subpolar North Atlantic Program) mooring array challenges our understanding of the processes that govern circulation and deep water formation in the subpolar North Atlantic. However, only long-term and sustained ocean observations can provide the much-needed benchmark to evaluate climate model simulations, to advance our understanding of key mechanisms, and to predict the role of the North Atlantic in future climate changes and anthropogenic carbon uptake. Unfortunately, most observational efforts rely on short-term funding periods. Given the cost of deploying and maintaining ocean observing systems, these systems have to be designed carefully. Key questions are: What information is contained in already existing observation networks? What do existing networks, such as the OSNAP array, tell us about hydrographic and circulation quantities in remote oceanic regions with few observations? In this thesis, a novel approach to ocean observing system design is explored that is able to address these questions. The approach makes use of adjoint modeling and Hessian-based Uncertainty Quantification (UQ) within a global oceanographic inverse problem. Adjoint-derived sensitivities reveal that the eastern boundary of the North Atlantic and the coasts of Iceland and Greenland are important pathways for communicating wind-driven pressure anomalies around the entire subpolar North Atlantic and the Nordic Seas. Consequently, the OSNAP observing array shares many dynamical pathways and ... Doctoral or Postdoctoral Thesis Arctic Greenland Ice Sheet Iceland Nordic Seas North Atlantic Sea ice University of Bergen: Bergen Open Research Archive (BORA-UiB) Arctic Greenland |
institution |
Open Polar |
collection |
University of Bergen: Bergen Open Research Archive (BORA-UiB) |
op_collection_id |
ftunivbergen |
language |
English |
description |
The near-surface ocean currents of the subpolar North Atlantic transport large amounts of heat from the subtropics to higher latitudes, affecting Arctic sea ice extent, the melting of the Greenland Ice Sheet, and the climate in western Europe and North America. Moreover, deep water formation in the subpolar North Atlantic actively shapes the Atlantic meridional overturning circulation, which connects the surface with the deep ocean and the northern with the southern hemisphere. The recently acquired data from the OSNAP (Overturning in the Subpolar North Atlantic Program) mooring array challenges our understanding of the processes that govern circulation and deep water formation in the subpolar North Atlantic. However, only long-term and sustained ocean observations can provide the much-needed benchmark to evaluate climate model simulations, to advance our understanding of key mechanisms, and to predict the role of the North Atlantic in future climate changes and anthropogenic carbon uptake. Unfortunately, most observational efforts rely on short-term funding periods. Given the cost of deploying and maintaining ocean observing systems, these systems have to be designed carefully. Key questions are: What information is contained in already existing observation networks? What do existing networks, such as the OSNAP array, tell us about hydrographic and circulation quantities in remote oceanic regions with few observations? In this thesis, a novel approach to ocean observing system design is explored that is able to address these questions. The approach makes use of adjoint modeling and Hessian-based Uncertainty Quantification (UQ) within a global oceanographic inverse problem. Adjoint-derived sensitivities reveal that the eastern boundary of the North Atlantic and the coasts of Iceland and Greenland are important pathways for communicating wind-driven pressure anomalies around the entire subpolar North Atlantic and the Nordic Seas. Consequently, the OSNAP observing array shares many dynamical pathways and ... |
format |
Doctoral or Postdoctoral Thesis |
author |
Loose, Nora |
spellingShingle |
Loose, Nora Adjoint Modeling and Observing System Design in the Subpolar North Atlantic |
author_facet |
Loose, Nora |
author_sort |
Loose, Nora |
title |
Adjoint Modeling and Observing System Design in the Subpolar North Atlantic |
title_short |
Adjoint Modeling and Observing System Design in the Subpolar North Atlantic |
title_full |
Adjoint Modeling and Observing System Design in the Subpolar North Atlantic |
title_fullStr |
Adjoint Modeling and Observing System Design in the Subpolar North Atlantic |
title_full_unstemmed |
Adjoint Modeling and Observing System Design in the Subpolar North Atlantic |
title_sort |
adjoint modeling and observing system design in the subpolar north atlantic |
publisher |
The University of Bergen |
publishDate |
2019 |
url |
https://hdl.handle.net/1956/24456 |
geographic |
Arctic Greenland |
geographic_facet |
Arctic Greenland |
genre |
Arctic Greenland Ice Sheet Iceland Nordic Seas North Atlantic Sea ice |
genre_facet |
Arctic Greenland Ice Sheet Iceland Nordic Seas North Atlantic Sea ice |
op_relation |
container/e3/85/51/4f/e385514f-9140-4528-8dab-9e984213c58f urn:isbn:9788230841334 urn:isbn:9788230864913 https://hdl.handle.net/1956/24456 |
op_rights |
Copyright the Author. All rights reserved Copyright the Author. |
_version_ |
1766343649282490368 |