An Analysis of North Pacific Subsurface Temperatures Using State-Space Techniques
North Pacific subsurface temperature data from the Simple Ocean Data Assimilation model at 10m, 50m, 75m, 100m and 150m depths, are analyzed using a combination of state-space decomposition and subspace identification techniques to examine the spatial structure of thermal variability within the uppe...
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ftdatacite:10.48550/arxiv.1204.2515 2023-05-15T18:28:31+02:00 An Analysis of North Pacific Subsurface Temperatures Using State-Space Techniques Bessey, Cindy Mendelssohn, Roy 2012 https://dx.doi.org/10.48550/arxiv.1204.2515 https://arxiv.org/abs/1204.2515 unknown arXiv arXiv.org perpetual, non-exclusive license http://arxiv.org/licenses/nonexclusive-distrib/1.0/ Applications stat.AP Atmospheric and Oceanic Physics physics.ao-ph FOS Computer and information sciences FOS Physical sciences Preprint Article article CreativeWork 2012 ftdatacite https://doi.org/10.48550/arxiv.1204.2515 2022-04-01T13:53:36Z North Pacific subsurface temperature data from the Simple Ocean Data Assimilation model at 10m, 50m, 75m, 100m and 150m depths, are analyzed using a combination of state-space decomposition and subspace identification techniques to examine the spatial structure of thermal variability within the upper water column. We identify four common trends from our analysis that display the major broad-scale patterns in the North Pacific over a 47 year period (1958-2004): (1) a basin-wide near-surface warming trend that identifies the mid 1980's as a change point from a cooling to a warming trend; (2) a contrasting cooling in the central basin and warming along the coast of North America that began in the early 1970's; (3) a cooling along the transition zone and the west coast of North America that becomes dominant around 1998; (4) and contrasting differences in the subarctic and subtropical gyres displaying differences in processes at each depth. We also provide a detailed analysis of the temperature variability at four chosen locations: 52.5N 142.5W (Gulf of Alaska), 37.5N 172.5W (central basin), 37.5N 137.5W (off coast of California), and 27.5N 137.5W (off coast of Baja California) for both 10m and 150m depths. These results identify subsurface structure, regional heterogeneity, and they also display important differences and similarities in the patterns of subsurface temperature variability when compared to previously published temperature patterns. : 22 pages, 8 figures Report Subarctic Alaska DataCite Metadata Store (German National Library of Science and Technology) Baja Gulf of Alaska Pacific Central Basin ENVELOPE(43.000,43.000,73.500,73.500) |
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Open Polar |
collection |
DataCite Metadata Store (German National Library of Science and Technology) |
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ftdatacite |
language |
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topic |
Applications stat.AP Atmospheric and Oceanic Physics physics.ao-ph FOS Computer and information sciences FOS Physical sciences |
spellingShingle |
Applications stat.AP Atmospheric and Oceanic Physics physics.ao-ph FOS Computer and information sciences FOS Physical sciences Bessey, Cindy Mendelssohn, Roy An Analysis of North Pacific Subsurface Temperatures Using State-Space Techniques |
topic_facet |
Applications stat.AP Atmospheric and Oceanic Physics physics.ao-ph FOS Computer and information sciences FOS Physical sciences |
description |
North Pacific subsurface temperature data from the Simple Ocean Data Assimilation model at 10m, 50m, 75m, 100m and 150m depths, are analyzed using a combination of state-space decomposition and subspace identification techniques to examine the spatial structure of thermal variability within the upper water column. We identify four common trends from our analysis that display the major broad-scale patterns in the North Pacific over a 47 year period (1958-2004): (1) a basin-wide near-surface warming trend that identifies the mid 1980's as a change point from a cooling to a warming trend; (2) a contrasting cooling in the central basin and warming along the coast of North America that began in the early 1970's; (3) a cooling along the transition zone and the west coast of North America that becomes dominant around 1998; (4) and contrasting differences in the subarctic and subtropical gyres displaying differences in processes at each depth. We also provide a detailed analysis of the temperature variability at four chosen locations: 52.5N 142.5W (Gulf of Alaska), 37.5N 172.5W (central basin), 37.5N 137.5W (off coast of California), and 27.5N 137.5W (off coast of Baja California) for both 10m and 150m depths. These results identify subsurface structure, regional heterogeneity, and they also display important differences and similarities in the patterns of subsurface temperature variability when compared to previously published temperature patterns. : 22 pages, 8 figures |
format |
Report |
author |
Bessey, Cindy Mendelssohn, Roy |
author_facet |
Bessey, Cindy Mendelssohn, Roy |
author_sort |
Bessey, Cindy |
title |
An Analysis of North Pacific Subsurface Temperatures Using State-Space Techniques |
title_short |
An Analysis of North Pacific Subsurface Temperatures Using State-Space Techniques |
title_full |
An Analysis of North Pacific Subsurface Temperatures Using State-Space Techniques |
title_fullStr |
An Analysis of North Pacific Subsurface Temperatures Using State-Space Techniques |
title_full_unstemmed |
An Analysis of North Pacific Subsurface Temperatures Using State-Space Techniques |
title_sort |
analysis of north pacific subsurface temperatures using state-space techniques |
publisher |
arXiv |
publishDate |
2012 |
url |
https://dx.doi.org/10.48550/arxiv.1204.2515 https://arxiv.org/abs/1204.2515 |
long_lat |
ENVELOPE(43.000,43.000,73.500,73.500) |
geographic |
Baja Gulf of Alaska Pacific Central Basin |
geographic_facet |
Baja Gulf of Alaska Pacific Central Basin |
genre |
Subarctic Alaska |
genre_facet |
Subarctic Alaska |
op_rights |
arXiv.org perpetual, non-exclusive license http://arxiv.org/licenses/nonexclusive-distrib/1.0/ |
op_doi |
https://doi.org/10.48550/arxiv.1204.2515 |
_version_ |
1766211023828680704 |