Skip to main content
Erschienen in: Hydrogeology Journal 6/2011

01.09.2011 | Technical Note

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

verfasst von: Ian Paul Holman, Monica Rivas-Casado, John P. Bloomfield, Jason J. Gurdak

Erschienen in: Hydrogeology Journal | Ausgabe 6/2011

Einloggen

Aktivieren Sie unsere intelligente Suche, um passende Fachinhalte oder Patente zu finden.

search-config
loading …

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.

Sie haben noch keine Lizenz? Dann Informieren Sie sich jetzt über unsere Produkte:

Springer Professional "Wirtschaft+Technik"

Online-Abonnement

Mit Springer Professional "Wirtschaft+Technik" erhalten Sie Zugriff auf:

  • über 102.000 Bücher
  • über 537 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Maschinenbau + Werkstoffe
  • Versicherung + Risiko

Jetzt Wissensvorsprung sichern!

Springer Professional "Technik"

Online-Abonnement

Mit Springer Professional "Technik" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 390 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Maschinenbau + Werkstoffe




 

Jetzt Wissensvorsprung sichern!

Literatur
Zurück zum Zitat Allen DJ, Brewerton LJ, Coleby LM, Gibbs BR, Lewis MA, MacDonald AM, Wagstaff SJ, Williams AT (1997) The physical properties of major aquifers in England and Wales. British Geological Survey Technical Report WD/97/34, BGS, Keyworth, UK Allen DJ, Brewerton LJ, Coleby LM, Gibbs BR, Lewis MA, MacDonald AM, Wagstaff SJ, Williams AT (1997) The physical properties of major aquifers in England and Wales. British Geological Survey Technical Report WD/97/34, BGS, Keyworth, UK
Zurück zum Zitat Barker PA, Wilby RL, Borrows J (2004) A 200-year precipitation index for the central English Lake District. Hydrol Sci J 49:769–785CrossRef Barker PA, Wilby RL, Borrows J (2004) A 200-year precipitation index for the central English Lake District. Hydrol Sci J 49:769–785CrossRef
Zurück zum Zitat Blackburn M, Hoskins B (2001) The UK record-breaking wet Autumn 2000. UK Univ Global Atmos Modell Prog Newslett 24 Blackburn M, Hoskins B (2001) The UK record-breaking wet Autumn 2000. UK Univ Global Atmos Modell Prog Newslett 24
Zurück zum Zitat Boggess A, Narcowich FJ (2001) A first course in wavelets with Fourier analysis. Prentice Hall, New York Boggess A, Narcowich FJ (2001) A first course in wavelets with Fourier analysis. Prentice Hall, New York
Zurück zum Zitat Carmona R, Hwang WL, Torresani B (1998) Practical time-frequency analysis, vol 9: Gabor and wavelet transforms with an implementation in S (Wavelet analysis and its applications). Academic, San Diego Carmona R, Hwang WL, Torresani B (1998) Practical time-frequency analysis, vol 9: Gabor and wavelet transforms with an implementation in S (Wavelet analysis and its applications). Academic, San Diego
Zurück zum Zitat Dickinson JE, Hanson RT, Ferre TPA et al (2004) Inferring time-varying recharge from inverse analysis of long-term water levels. Water Resour Res 40. doi:10.1029/2003WR002650, 15 p Dickinson JE, Hanson RT, Ferre TPA et al (2004) Inferring time-varying recharge from inverse analysis of long-term water levels. Water Resour Res 40. doi:10.​1029/​2003WR002650, 15 p
Zurück zum Zitat Enfield DB, Mestas-Nuñez AM, Trimble PJ (2001) The Atlantic multidecadal oscillation and its relation to rainfall and river flows in the continental U.S. Geophys Res Lett 28(10):2077–2080CrossRef Enfield DB, Mestas-Nuñez AM, Trimble PJ (2001) The Atlantic multidecadal oscillation and its relation to rainfall and river flows in the continental U.S. Geophys Res Lett 28(10):2077–2080CrossRef
Zurück zum Zitat Farge M (1992) Wavelet transform and their application to turbulence. Ann Rev Fluid Mech 24:395–457CrossRef Farge M (1992) Wavelet transform and their application to turbulence. Ann Rev Fluid Mech 24:395–457CrossRef
Zurück zum Zitat Ghil M, Allen RM, Dettinger MD, Ide K, Kondrashov D, Mann ME, Robertson A, Saunders A, Tian Y, Varadi F, Yiou P (2002) Advanced spectral methods for climatic time series. Rev Geophys 40(1):3.1–3.41CrossRef Ghil M, Allen RM, Dettinger MD, Ide K, Kondrashov D, Mann ME, Robertson A, Saunders A, Tian Y, Varadi F, Yiou P (2002) Advanced spectral methods for climatic time series. Rev Geophys 40(1):3.1–3.41CrossRef
Zurück zum Zitat Grinsted A, Moore JC, Jevrejeva S (2004) Application of the cross wavelet transform and wavelet coherence to geophysical time series. Nonlinear Proc Geophys 11:561–566CrossRef Grinsted A, Moore JC, Jevrejeva S (2004) Application of the cross wavelet transform and wavelet coherence to geophysical time series. Nonlinear Proc Geophys 11:561–566CrossRef
Zurück zum Zitat Gurdak JJ, Hanson RT, McMahon PB et al (2007) Climate variability controls on unsaturated water and chemical movement, High Plains Aquifer, USA. Vadose Zone J 6:533–547CrossRef Gurdak JJ, Hanson RT, McMahon PB et al (2007) Climate variability controls on unsaturated water and chemical movement, High Plains Aquifer, USA. Vadose Zone J 6:533–547CrossRef
Zurück zum Zitat Gurdak JJ, Hanson RT, Green RT (2009) Effects of climate variability and change on groundwater resources of the United States. US Geol Surv Fact Sheet 2009–3074, 4 pp Gurdak JJ, Hanson RT, Green RT (2009) Effects of climate variability and change on groundwater resources of the United States. US Geol Surv Fact Sheet 2009–3074, 4 pp
Zurück zum Zitat Hannaford J, Marsh TJ (2008) High-flow and flood trends in a network of undisturbed catchments in, the UK. Int J Climat 28:1325–1338CrossRef Hannaford J, Marsh TJ (2008) High-flow and flood trends in a network of undisturbed catchments in, the UK. Int J Climat 28:1325–1338CrossRef
Zurück zum Zitat Hanson RT, Newhouse MW, Dettinger MD (2004) A methodology to assess relations between climatic variability and variations in hydrologic time series in the southwestern United States. J Hydrol 287(1–4):252–269CrossRef Hanson RT, Newhouse MW, Dettinger MD (2004) A methodology to assess relations between climatic variability and variations in hydrologic time series in the southwestern United States. J Hydrol 287(1–4):252–269CrossRef
Zurück zum Zitat Hanson RT, Dettinger MD, Newhouse MW (2006) Relations between climatic variability and hydrologic time series from four alluvial basins across the southwestern United States. Hydrogeol J 14(7):1122–1146CrossRef Hanson RT, Dettinger MD, Newhouse MW (2006) Relations between climatic variability and hydrologic time series from four alluvial basins across the southwestern United States. Hydrogeol J 14(7):1122–1146CrossRef
Zurück zum Zitat Henderson RD, Day-Lewis FD, Harvey CF (2009) Investigation of aquifer–estuary interaction using wavelet analysis of fiber-optic temperature data. Geophys Res Lett 36:L06403. doi:10.1029/2008GL036926 CrossRef Henderson RD, Day-Lewis FD, Harvey CF (2009) Investigation of aquifer–estuary interaction using wavelet analysis of fiber-optic temperature data. Geophys Res Lett 36:L06403. doi:10.​1029/​2008GL036926 CrossRef
Zurück zum Zitat Holman IP, Rivas-Casado M, Howden NJK, Bloomfield JP, Williams AT (2009) Linking North Atlantic ocean-atmosphere teleconnection patterns and hydrogeological responses in temperate groundwater systems. Hydrol Proc 23:3123–3126CrossRef Holman IP, Rivas-Casado M, Howden NJK, Bloomfield JP, Williams AT (2009) Linking North Atlantic ocean-atmosphere teleconnection patterns and hydrogeological responses in temperate groundwater systems. Hydrol Proc 23:3123–3126CrossRef
Zurück zum Zitat Hurrell JW (1995) Decadal trends in the North Atlantic Oscillation: regional temperatures and precipitation. Science 269:676–679CrossRef Hurrell JW (1995) Decadal trends in the North Atlantic Oscillation: regional temperatures and precipitation. Science 269:676–679CrossRef
Zurück zum Zitat Jones IC, Banner JL (2003) Hydrogeologic and climatic influences on spatial and interannual, variation of recharge to a tropical karst island aquifer. Water Resour Res 39(9). doi:10.1029/2002WR001543 Jones IC, Banner JL (2003) Hydrogeologic and climatic influences on spatial and interannual, variation of recharge to a tropical karst island aquifer. Water Resour Res 39(9). doi:10.​1029/​2002WR001543
Zurück zum Zitat Jones PD, Jonsson T, Wheeler D (1997) Extension to the North Atlantic Oscillation using early instrumental pressure observations from Gibraltar and south-west Iceland. Int J Climatol 17:1433–1450CrossRef Jones PD, Jonsson T, Wheeler D (1997) Extension to the North Atlantic Oscillation using early instrumental pressure observations from Gibraltar and south-west Iceland. Int J Climatol 17:1433–1450CrossRef
Zurück zum Zitat Luque-Espinar JA, Chica-Olmo M, Pardo-Iguzquiza E, Garcia-Soldado MJ (2008) Influence of climatological cycles on hydraulic heads across a Spanish Aquifer. J Hydrol 354:33–52CrossRef Luque-Espinar JA, Chica-Olmo M, Pardo-Iguzquiza E, Garcia-Soldado MJ (2008) Influence of climatological cycles on hydraulic heads across a Spanish Aquifer. J Hydrol 354:33–52CrossRef
Zurück zum Zitat Mantua NJ, Hare SR (2002) The Pacific decadal oscillation. J Oceanog 58(1):35–44CrossRef Mantua NJ, Hare SR (2002) The Pacific decadal oscillation. J Oceanog 58(1):35–44CrossRef
Zurück zum Zitat Maraun D, Kurths J (2004) Cross wavelet analysis: significance testing and pitfalls. Nonlinear Proc Geophyss 11:505–514CrossRef Maraun D, Kurths J (2004) Cross wavelet analysis: significance testing and pitfalls. Nonlinear Proc Geophyss 11:505–514CrossRef
Zurück zum Zitat Marsh TJ, Hannaford J (2008) UK Hydrometric Register. Hydrological data UK series. Centre for Ecology and Hydrology, Wallingford, UK, 210 pp Marsh TJ, Hannaford J (2008) UK Hydrometric Register. Hydrological data UK series. Centre for Ecology and Hydrology, Wallingford, UK, 210 pp
Zurück zum Zitat Meyer Y (1993) Wavelets and applications. Society for Industrial and Applied Mathematics, Philadelphia, PA Meyer Y (1993) Wavelets and applications. Society for Industrial and Applied Mathematics, Philadelphia, PA
Zurück zum Zitat Milly PCD, Betancourt J, Falkenmark M, Hirsch RM, Kundzewicz ZW, Lettenmaier DP, Stouffer RJ (2008) Stationarity is dead: Whither water management? Science 319:573–574CrossRef Milly PCD, Betancourt J, Falkenmark M, Hirsch RM, Kundzewicz ZW, Lettenmaier DP, Stouffer RJ (2008) Stationarity is dead: Whither water management? Science 319:573–574CrossRef
Zurück zum Zitat Nason GP (2008) Wavelet methods in statistics with R. Springer, Heidelberg, Germany Nason GP (2008) Wavelet methods in statistics with R. Springer, Heidelberg, Germany
Zurück zum Zitat Osborn TJ (2006) Recent variations in the winter North Atlantic Oscillation. Weather 61(12):353–355CrossRef Osborn TJ (2006) Recent variations in the winter North Atlantic Oscillation. Weather 61(12):353–355CrossRef
Zurück zum Zitat Percival DB, Walden AT (2000) Wavelet methods for time series analysis. Cambridge University Press, Cambridge Percival DB, Walden AT (2000) Wavelet methods for time series analysis. Cambridge University Press, Cambridge
Zurück zum Zitat Post E, Forchhammer MC (2002) Synchronization of animal population dynamics by large-scale climate. Nature 420(6912):168–171CrossRef Post E, Forchhammer MC (2002) Synchronization of animal population dynamics by large-scale climate. Nature 420(6912):168–171CrossRef
Zurück zum Zitat Price M (1993) The Chalk as an aquifer. In: Downing RA, Price M, Jones GP (eds) The hydrogeology of the Chalk of North-West Europe. Oxford Science, Oxford, UK, pp 35–58 Price M (1993) The Chalk as an aquifer. In: Downing RA, Price M, Jones GP (eds) The hydrogeology of the Chalk of North-West Europe. Oxford Science, Oxford, UK, pp 35–58
Zurück zum Zitat Qian BD, Saunders MA (2003) Summer UK temperature and its links to preceding Eurasian snow cover, North Atlantic SSTs, and the NAO. J Clim 16:4108–4120CrossRef Qian BD, Saunders MA (2003) Summer UK temperature and its links to preceding Eurasian snow cover, North Atlantic SSTs, and the NAO. J Clim 16:4108–4120CrossRef
Zurück zum Zitat Schroder TM, Rosbjerg D (2004) Groundwater recharge and capillary rise in a clayey catchment: modulation by topography and the Arctic Oscillation. Hydrol Earth Syst Sci 8:1090–1102CrossRef Schroder TM, Rosbjerg D (2004) Groundwater recharge and capillary rise in a clayey catchment: modulation by topography and the Arctic Oscillation. Hydrol Earth Syst Sci 8:1090–1102CrossRef
Zurück zum Zitat Slimani S, Massei N, Mesquita J et al (2009) Combined climatic and geological forcings on the spatio-temporal variability of piezometric levels in the chalk aquifer of Upper Normandy (France) at pluridecennal scale. Hydrogeol J 17:1823–1832CrossRef Slimani S, Massei N, Mesquita J et al (2009) Combined climatic and geological forcings on the spatio-temporal variability of piezometric levels in the chalk aquifer of Upper Normandy (France) at pluridecennal scale. Hydrogeol J 17:1823–1832CrossRef
Zurück zum Zitat Stephenson DB, Pavan V, Collins M, Junge MM et al (2006) North Atlantic Oscillation response to transient greenhouse gas forcing and the impact on European winter climate: a CMIP2 multi-model assessment. Clim Dyn 27:401–420CrossRef Stephenson DB, Pavan V, Collins M, Junge MM et al (2006) North Atlantic Oscillation response to transient greenhouse gas forcing and the impact on European winter climate: a CMIP2 multi-model assessment. Clim Dyn 27:401–420CrossRef
Zurück zum Zitat Torrence C, Compo PG (1997) A practical guide to wavelet analysis. Bull Am Meteorol Soc 79(1):61–78CrossRef Torrence C, Compo PG (1997) A practical guide to wavelet analysis. Bull Am Meteorol Soc 79(1):61–78CrossRef
Zurück zum Zitat Walnut DF (2002) An introduction to wavelet analysis. Birkhauser, Basel, Switzerand Walnut DF (2002) An introduction to wavelet analysis. Birkhauser, Basel, Switzerand
Metadaten
Titel
Identifying non-stationary groundwater level response to North Atlantic ocean-atmosphere teleconnection patterns using wavelet coherence
verfasst von
Ian Paul Holman
Monica Rivas-Casado
John P. Bloomfield
Jason J. Gurdak
Publikationsdatum
01.09.2011
Verlag
Springer-Verlag
Erschienen in
Hydrogeology Journal / Ausgabe 6/2011
Print ISSN: 1431-2174
Elektronische ISSN: 1435-0157
DOI
https://doi.org/10.1007/s10040-011-0755-9

Weitere Artikel der Ausgabe 6/2011

Hydrogeology Journal 6/2011 Zur Ausgabe