Fractal analysis of deep ocean current speed time series

Fractal properties of deep ocean current speed time series, measured at a single-point mooring on the Madeira Abyssal Plain at 1000- and 3000-m depth, are explored over the range between one week and 5 years, by using the detrended fluctuation analysis and multifractal detrended fluctuation analysis...

Full description

Bibliographic Details
Published in:Journal of Atmospheric and Oceanic Technology
Main Authors: Cabrera Brito, Laura, Rodríguez Rodríguez, Germán, García Weil, Luis, Pacheco Martínez, Mercedes, Pérez-Martell, Esther, Waniek, J. J.
Format: Article in Journal/Newspaper
Language:English
Published: 2017
Subjects:
Online Access:http://hdl.handle.net/10553/22189
https://doi.org/10.1175/JTECH-D-16-0098.1
id ftunivlaspalmas:oai:https://accedacris.ulpgc.es:10553/22189
record_format openpolar
spelling ftunivlaspalmas:oai:https://accedacris.ulpgc.es:10553/22189 2023-05-15T17:32:43+02:00 Fractal analysis of deep ocean current speed time series Cabrera Brito, Laura Rodríguez Rodríguez, Germán García Weil, Luis Pacheco Martínez, Mercedes Pérez-Martell, Esther Waniek, J. J. 2017-06-15T02:36:14Z application/pdf http://hdl.handle.net/10553/22189 https://doi.org/10.1175/JTECH-D-16-0098.1 eng eng Journal of Atmospheric and Oceanic Technology 0739-0572 http://hdl.handle.net/10553/22189 doi:10.1175/JTECH-D-16-0098.1 -;2319;2763;412;- 1520-0426 827 4 817 34 2319;2763;412 by-nc-nd info:eu-repo/semantics/openAccess CC-BY-NC-ND Journal of Atmospheric and Oceanic Technology [ISSN 0739-0572], v. 34 (4), p. 817-827 251007 Oceanografía física North Atlantic Ocean Currents Ocean dynamics Article info:eu-repo/semantics/article 2017 ftunivlaspalmas https://doi.org/10.1175/JTECH-D-16-0098.1 2019-10-15T23:06:37Z Fractal properties of deep ocean current speed time series, measured at a single-point mooring on the Madeira Abyssal Plain at 1000- and 3000-m depth, are explored over the range between one week and 5 years, by using the detrended fluctuation analysis and multifractal detrended fluctuation analysis methodologies. The detrended fluctuation analysis reveals the existence of two subranges with different scaling behaviors. Long-range temporal correlations following a power law are found in the time-scale range between approximately 50 days and 5 years, while a Brownian motion–type behavior is observed for shorter time scales. The multifractal analysis approach underlines a multifractal structure whose intensity decreases with depth. The analysis of the shuffled and surrogate versions of the original time series shows that multifractality is mainly due to long-range correlations, although there is a weak nonlinear contribution at 1000-m depth, which is confirmed by the detrended fluctuation analysis of volatility time series. Article in Journal/Newspaper North Atlantic Universidad de Las Palmas de Gran Canaria: Acceda Journal of Atmospheric and Oceanic Technology 34 4 817 827
institution Open Polar
collection Universidad de Las Palmas de Gran Canaria: Acceda
op_collection_id ftunivlaspalmas
language English
topic 251007 Oceanografía física
North Atlantic Ocean
Currents
Ocean dynamics
spellingShingle 251007 Oceanografía física
North Atlantic Ocean
Currents
Ocean dynamics
Cabrera Brito, Laura
Rodríguez Rodríguez, Germán
García Weil, Luis
Pacheco Martínez, Mercedes
Pérez-Martell, Esther
Waniek, J. J.
Fractal analysis of deep ocean current speed time series
topic_facet 251007 Oceanografía física
North Atlantic Ocean
Currents
Ocean dynamics
description Fractal properties of deep ocean current speed time series, measured at a single-point mooring on the Madeira Abyssal Plain at 1000- and 3000-m depth, are explored over the range between one week and 5 years, by using the detrended fluctuation analysis and multifractal detrended fluctuation analysis methodologies. The detrended fluctuation analysis reveals the existence of two subranges with different scaling behaviors. Long-range temporal correlations following a power law are found in the time-scale range between approximately 50 days and 5 years, while a Brownian motion–type behavior is observed for shorter time scales. The multifractal analysis approach underlines a multifractal structure whose intensity decreases with depth. The analysis of the shuffled and surrogate versions of the original time series shows that multifractality is mainly due to long-range correlations, although there is a weak nonlinear contribution at 1000-m depth, which is confirmed by the detrended fluctuation analysis of volatility time series.
format Article in Journal/Newspaper
author Cabrera Brito, Laura
Rodríguez Rodríguez, Germán
García Weil, Luis
Pacheco Martínez, Mercedes
Pérez-Martell, Esther
Waniek, J. J.
author_facet Cabrera Brito, Laura
Rodríguez Rodríguez, Germán
García Weil, Luis
Pacheco Martínez, Mercedes
Pérez-Martell, Esther
Waniek, J. J.
author_sort Cabrera Brito, Laura
title Fractal analysis of deep ocean current speed time series
title_short Fractal analysis of deep ocean current speed time series
title_full Fractal analysis of deep ocean current speed time series
title_fullStr Fractal analysis of deep ocean current speed time series
title_full_unstemmed Fractal analysis of deep ocean current speed time series
title_sort fractal analysis of deep ocean current speed time series
publishDate 2017
url http://hdl.handle.net/10553/22189
https://doi.org/10.1175/JTECH-D-16-0098.1
genre North Atlantic
genre_facet North Atlantic
op_source Journal of Atmospheric and Oceanic Technology [ISSN 0739-0572], v. 34 (4), p. 817-827
op_relation Journal of Atmospheric and Oceanic Technology
0739-0572
http://hdl.handle.net/10553/22189
doi:10.1175/JTECH-D-16-0098.1
-;2319;2763;412;-
1520-0426
827
4
817
34
2319;2763;412
op_rights by-nc-nd
info:eu-repo/semantics/openAccess
op_rightsnorm CC-BY-NC-ND
op_doi https://doi.org/10.1175/JTECH-D-16-0098.1
container_title Journal of Atmospheric and Oceanic Technology
container_volume 34
container_issue 4
container_start_page 817
op_container_end_page 827
_version_ 1766130958367457280