Identifying non-stationary groundwater level response 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 Vol. 19; no. 6; pp. 1269 - 1278 |
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Main Authors | , , , |
Format | Journal Article |
Language | English |
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Berlin/Heidelberg
Springer-Verlag
01.09.2011
Springer Nature B.V |
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Abstract | 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. |
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AbstractList | 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.Original Abstract: La premiere utilisation exhaustive de la methode des ondelettes pour identifier les relations non stationnaires dans le domaine frequentiel entre les structures de teleconnection de l'Atlantique Nord tels que l'oscillation nord atlantique et les niveaux piezometriques est decrite. Les chroniques piezometriques long-terme de trois forages dans divers aquiferes situes de part et d'autres du Royaume Uni sont analysees afin d'identifier de maniere significative du point de vue statistique la coherence des ondelettes des oscillations de l'ocean Atlantique Nord, de la structure Est Atlantlque et de la Scandinavie, avec des chroniques piezometriques mensuelles. L'analyse de la coherence des ondelettes indique la correlation entre deux series chronologiques dans le domaine frequence et peut fournir un coefficient de correlation. Les resultats mettent en evidence des periodes decennales a pluri-annuelles pour trois indices de structures de teleconnection et les niveaux piezometriques de chaque forage, mais montrent aussi qu'il y a des periodes ou les niveaux piezometriques indiquent distinctement des differences de coherence par rapport aux indices de teleconnection. Les analyses presentees demontrent la valeur de la methode des ondelettes pour analyser la synchronisation des niveaux dynamiques de nappe dans des conditions climatiques variables pour des echelles de temps decennales, interannuelles ou plus longues. 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. 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.[PUBLICATION ABSTRACT] |
Author | Bloomfield, John P. Holman, Ian Paul Rivas-Casado, Monica Gurdak, Jason J. |
Author_xml | – sequence: 1 givenname: Ian Paul surname: Holman fullname: Holman, Ian Paul organization: Department of Environmental Science and Technology, Cranfield University – sequence: 2 givenname: Monica surname: Rivas-Casado fullname: Rivas-Casado, Monica email: m.rivas-casado@cranfield.ac.uk organization: Department of Environmental Science and Technology, Cranfield University – sequence: 3 givenname: John P. surname: Bloomfield fullname: Bloomfield, John P. organization: British Geological Survey – sequence: 4 givenname: Jason J. surname: Gurdak fullname: Gurdak, Jason J. organization: Department of Geosciences, San Francisco State University |
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SubjectTerms | Aquatic Pollution Atmosphere Boreholes Climate variability Coherence Correlation coefficient Dynamic tests Earth and Environmental Science Earth Sciences Geology Geophysics/Geodesy Groundwater flow Groundwater levels Hydrogeology Hydrology/Water Resources Marine North Atlantic oscillation Ocean-atmosphere interaction Technical Note Teleconnections Time series Waste Water Technology Water Management Water Pollution Control Water Quality/Water Pollution Wavelet Wavelet transforms |
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Title | Identifying non-stationary groundwater level response to North Atlantic ocean-atmosphere teleconnection patterns using wavelet coherence |
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