Identifying non-stationary groundwater level responses to North Atlantic ocean-atmosphere teleconnection patterns using wavelet coherence

The first comprehensive use of wavelet methods to identify non-stationary time-frequency relations between North Atlantic ocean-atmosphere teleconnection patterns and groundwater levels is described. Long-term hydrogeological time series from three boreholes within different aquifers across the UK a...

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Published in:Hydrogeology Journal
Main Authors: Holman, Ian Paul, Rivas-Casado, Monica, Bloomfield, John P., Gurdak, Jason J.
Format: Article in Journal/Newspaper
Language:English
Published: Springer 2011
Subjects:
Online Access:http://nora.nerc.ac.uk/id/eprint/16077/
https://nora.nerc.ac.uk/id/eprint/16077/1/Holman%20et%20al%202011%20-%20NORA%20version.pdf
http://www.springerlink.com/content/t649208604x176u5/
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spelling ftnerc:oai:nora.nerc.ac.uk:16077 2023-05-15T17:28:21+02:00 Identifying non-stationary groundwater level responses to North Atlantic ocean-atmosphere teleconnection patterns using wavelet coherence Holman, Ian Paul Rivas-Casado, Monica Bloomfield, John P. Gurdak, Jason J. 2011 text http://nora.nerc.ac.uk/id/eprint/16077/ https://nora.nerc.ac.uk/id/eprint/16077/1/Holman%20et%20al%202011%20-%20NORA%20version.pdf http://www.springerlink.com/content/t649208604x176u5/ en eng Springer https://nora.nerc.ac.uk/id/eprint/16077/1/Holman%20et%20al%202011%20-%20NORA%20version.pdf Holman, Ian Paul; Rivas-Casado, Monica; Bloomfield, John P. orcid:0000-0002-5730-1723 Gurdak, Jason J. 2011 Identifying non-stationary groundwater level responses to North Atlantic ocean-atmosphere teleconnection patterns using wavelet coherence. Hydrogeology Journal, 19 (6). 1269-1278. https://doi.org/10.1007/s10040-011-0755-9 <https://doi.org/10.1007/s10040-011-0755-9> Publication - Article PeerReviewed 2011 ftnerc https://doi.org/10.1007/s10040-011-0755-9 2023-02-04T19:30:17Z The first comprehensive use of wavelet methods to identify non-stationary time-frequency relations between North Atlantic ocean-atmosphere teleconnection patterns and groundwater levels is described. Long-term hydrogeological time series from three boreholes within different aquifers across the UK are analysed to identify statistically significant wavelet coherence between the North Atlantic Oscillation, East Atlantic pattern, and the Scandinavia pattern and monthly groundwater-level time series. Wavelet coherence measures the cross-correlation of two time series as a function of frequency, and can be interpreted as a correlation coefficient value. Results not only indicate that there are common statistically significant periods of multiannual-to-decadal wavelet coherence between the three teleconnection indices and groundwater levels in each of the boreholes, but they also show that there are periods when groundwater levels at individual boreholes show distinctly different patterns of significant wavelet coherence with respect to the teleconnection indices. The analyses presented demonstrate the value of wavelet methods in identifying the synchronization of groundwater-level dynamics by non-stationary climate variability on time scales that range from interannual to decadal or longer. Article in Journal/Newspaper North Atlantic North Atlantic oscillation Natural Environment Research Council: NERC Open Research Archive Hydrogeology Journal 19 6 1269 1278
institution Open Polar
collection Natural Environment Research Council: NERC Open Research Archive
op_collection_id ftnerc
language English
description The first comprehensive use of wavelet methods to identify non-stationary time-frequency relations between North Atlantic ocean-atmosphere teleconnection patterns and groundwater levels is described. Long-term hydrogeological time series from three boreholes within different aquifers across the UK are analysed to identify statistically significant wavelet coherence between the North Atlantic Oscillation, East Atlantic pattern, and the Scandinavia pattern and monthly groundwater-level time series. Wavelet coherence measures the cross-correlation of two time series as a function of frequency, and can be interpreted as a correlation coefficient value. Results not only indicate that there are common statistically significant periods of multiannual-to-decadal wavelet coherence between the three teleconnection indices and groundwater levels in each of the boreholes, but they also show that there are periods when groundwater levels at individual boreholes show distinctly different patterns of significant wavelet coherence with respect to the teleconnection indices. The analyses presented demonstrate the value of wavelet methods in identifying the synchronization of groundwater-level dynamics by non-stationary climate variability on time scales that range from interannual to decadal or longer.
format Article in Journal/Newspaper
author Holman, Ian Paul
Rivas-Casado, Monica
Bloomfield, John P.
Gurdak, Jason J.
spellingShingle Holman, Ian Paul
Rivas-Casado, Monica
Bloomfield, John P.
Gurdak, Jason J.
Identifying non-stationary groundwater level responses to North Atlantic ocean-atmosphere teleconnection patterns using wavelet coherence
author_facet Holman, Ian Paul
Rivas-Casado, Monica
Bloomfield, John P.
Gurdak, Jason J.
author_sort Holman, Ian Paul
title Identifying non-stationary groundwater level responses to North Atlantic ocean-atmosphere teleconnection patterns using wavelet coherence
title_short Identifying non-stationary groundwater level responses to North Atlantic ocean-atmosphere teleconnection patterns using wavelet coherence
title_full Identifying non-stationary groundwater level responses to North Atlantic ocean-atmosphere teleconnection patterns using wavelet coherence
title_fullStr Identifying non-stationary groundwater level responses to North Atlantic ocean-atmosphere teleconnection patterns using wavelet coherence
title_full_unstemmed Identifying non-stationary groundwater level responses to North Atlantic ocean-atmosphere teleconnection patterns using wavelet coherence
title_sort identifying non-stationary groundwater level responses to north atlantic ocean-atmosphere teleconnection patterns using wavelet coherence
publisher Springer
publishDate 2011
url http://nora.nerc.ac.uk/id/eprint/16077/
https://nora.nerc.ac.uk/id/eprint/16077/1/Holman%20et%20al%202011%20-%20NORA%20version.pdf
http://www.springerlink.com/content/t649208604x176u5/
genre North Atlantic
North Atlantic oscillation
genre_facet North Atlantic
North Atlantic oscillation
op_relation https://nora.nerc.ac.uk/id/eprint/16077/1/Holman%20et%20al%202011%20-%20NORA%20version.pdf
Holman, Ian Paul; Rivas-Casado, Monica; Bloomfield, John P. orcid:0000-0002-5730-1723
Gurdak, Jason J. 2011 Identifying non-stationary groundwater level responses to North Atlantic ocean-atmosphere teleconnection patterns using wavelet coherence. Hydrogeology Journal, 19 (6). 1269-1278. https://doi.org/10.1007/s10040-011-0755-9 <https://doi.org/10.1007/s10040-011-0755-9>
op_doi https://doi.org/10.1007/s10040-011-0755-9
container_title Hydrogeology Journal
container_volume 19
container_issue 6
container_start_page 1269
op_container_end_page 1278
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