Characteristic scales, temporal variability modes and simulation of monthly Elbe River flow time series at ungauged locations

Physics and Chemistry of the Earth

Volumn 31, Issue 18, 2006, Pages 1262-1273

  Markovic D ^a   Koch, M ^a  

^a UNIVERSITY OF KASSEL   (Germany)

Author keywords

Elbe River; Interannual to inderdecadal variability; Principal component analysis; Temporal variability; Ungauged locations; Wavelets

Indexed keywords

COMPUTER SIMULATION; DISCHARGE (FLUID MECHANICS); INTERPOLATION; PRINCIPAL COMPONENT ANALYSIS; RIVERS; STATISTICAL METHODS; TIME SERIES ANALYSIS; WAVELET TRANSFORMS;

ELBE RIVER; INTERANNUAL TO INDERDECADAL VARIABILITY; TEMPORAL VARIABILITY; UNGAUGED LOCATIONS;

HYDROLOGY;

ANNUAL VARIATION; DECADAL VARIATION; PRINCIPAL COMPONENT ANALYSIS; RIVER DISCHARGE; RIVER FLOW; SIMULATION; TIME SERIES ANALYSIS; WAVELET ANALYSIS;

CENTRAL EUROPE; ELBE RIVER; EURASIA; EUROPE;

EID: 33751431498     PISSN: 14747065     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.pce.2006.04.042     Document Type: Article

References (26)

1. Beran J. Statistics for Long-Memory Processes (1994), Chapman and Hall
2. Brunetti M., Maugeri M., Monti F., and Nanni T. Changes in daily precipitation frequency and distribution in Italy over the last 120 yr. J. Geophys. Res. 109 (2004) D05102
3. Emery W.J., and Thomson R.E. Data Analysis Methods in Physical Oceanography (1997), Elsevier, Amsterdam
4. Foufoula-Georgiou E., and Kumar P. Wavelets in Geophysics (1994), Academic Press
5. Ghil M., Allen R., Dettinger M.D., Ide K., Kondrasov D., Mann M.E., Robertson A.W., Saunders A., Tian Y., Varadi F., and Yiou P. Advanced spectral methods for climatic time series. Rev. Geophys. 40 1 (2002) 1-41
6. Golyandina N., Nekrutkin V., and Zhigljavsky N. Analysis of Time Series Structure: SSA and Related Techniques (2001), Chapman and Hall/CRC, London, New York
7. Golyandina, N., Stepanov, D., 2005. SSA-based approaches to analysis and forecast of multidimensional time series. In: Proceedings of the 5th St.Petersburg Workshop on Simulation, June 26-July 2.
8. Gray S.T., Betancourt J.L., Fastie C.L., and Jackson S.T. Patterns and sources of multidecadal oscillations in drought-sensitive tree-ring records from the central and southern Rocky Mountains. Geophys. Res. Lett. 30 6 (2003) 49-1-49-4
9. Haberlandt U., Klöcking B., Krysanova V., and Becker A. Regionalisation of the base flow index from dynamically simulated flow components-a case study in the Elbe River Basin. J. Hydrology 248 (2001) 35-53
10. Helms, M., Ihringer, J., Nestmann, F., 2002. Analyse und Simulation des Abflussprozesses der Elbe, in Morphodynamik der Elbe by Nestmann, F., Büchele, B., TH Karlsruhe.
11. Hipel K.W., and McLeod A.I. Time Series Modelling of Water Resources and Enviromental Systems (1994), Elsevier
12. Hu K., Ivanov P., Chen Z., Carpena P., and Stanley H.E. Effect of trends on detrended fluctuation analysis. Phys. Rev. E 64 (2001) 011114
13. Keyantash J.A., and Dracup J.A. An aggregate drought index: Assessing drought severity based on fluctuations in the hydrologic cycle and surface water storage. Water Resour. Res. 40 (2004) W09304
14. Klemeš V. The Hurst phenomena: a puzzle. Water Resour. Res. 10 4 (1974) 675-688
15. Koutsoyiannis D. Uncertainty, entropy, scaling and hydrological stochastics, 2, time dependence of hydrological processes and time scaling. Hydrol. Sci. J 50 3 (2005) 405-426
16. Mandelbrot B.B. The Fractal Geometry of Nature (1977), W.H. Freeman and Company
17. Marković, D., 2006. Interannual and interdecadal oscillations in hydrological variables: Sources and modeling of the persistence in the Elbe River Basin, Dissertation, University of Kassel.
18. Marković D., and Koch M. Sensitivity of Hurst parameter estimation to periodic signals in time series and filtering approaches. Geophys. Res. Lett. 32 (2005) L17401
19. Marković D., and Koch M. Wavelet and scaling analysis of monthly precipitation extremes in Germany in the 20th century: Interannual to interdecadal oscillations and the North Atlantic oscillation influence. Water Resour. Res. 41 (2005) W09420
20. Rodriguez-Puebla C., Encinas A.H., and Saenz J. Winter precipitation over the Iberian peninsula and its relationship to circulation indices. Hydr. Earth Sys. Sci. 5 (2001) 233-244
21. Saco P., and Kumar P. Coherent modes in multiscale variability of streamflow over the United States. Water Resour. Res. 36 4 (2000) 1049-1067
22. Salas J.D. Analysis and modeling of hydrological time series. In: Maidment D.R. (Ed). Handbook of Hydrology (1992), McGraw-Hill, New York
23. Skøien J.O., and Blöschl G. Characteristic space and timescales in hydrology. Water. Resour. Res. 39 (2003) 1304
24. Torrence C., and Compo G.P. A practical guide to wavelet analysis. Bull. Am. Met. Soc. 79 1 (1998) 62-78
25. Wilks D. Statistical methods in the atmospheric sciences (1995), Academic Press
26. Zoppou, C., Nielsen, O.M., Zhang, L., 2002. Regionalization of daily stream flow in Australia using wavelets and k-means analysis, Available from: .