A generalized method of time series decomposition into significant components including probability assessments of extreme events and application to observational German precipitation data

Meteorologische Zeitschrift

Volumn 14, Issue 3, 2005, Pages 417-427

  Trömel, Silke ^a   Schönwiese, Christian D ^a  

^a GOETHE UNIVERSITY   (Germany)

Author keywords

[No Author keywords available]

Indexed keywords

CLIMATE CHANGE; CLIMATOLOGY; ESTIMATION; POLYNOMIALS; PRECIPITATION (METEOROLOGY); PROBABILITY; PROBABILITY DENSITY FUNCTION; REGRESSION ANALYSIS; TIME SERIES ANALYSIS;

EXTREME EVENT; PRECIPITATION (CLIMATOLOGY); PRECIPITATION ASSESSMENT; PROBABILITY DENSITY FUNCTION; REGRESSION ANALYSIS; TIME SERIES ANALYSIS;

CENTRAL EUROPE; EURASIA; EUROPE; GERMANY;

EID: 33646075465     PISSN: 09412948     EISSN: None     Source Type: Journal    
DOI: 10.1127/0941-2948/2005/0039     Document Type: Article

References (12)

1. Grieser, J., S. Trömel; C.-D. Schönwiese, 2002: Statistical time series decomposition into significant components and application to European temperature. - Theor. Appl. Climatol. 71, 171-183.
2. Huber, P. J., 1981: Robust Statistics. - Wiley Series in Probabiliy and Mathematical Statistics. New York, 308 pp.
3. Katz, R., W.B.G. Brown, 1992: Extreme events in a changing climate: Variability is more important than averages. - Climate Change 21, 289-302.
4. Mallat, S., 1999: A wavelet tour of signal processing. - Academic Press, 620 pp.
5. Press, W. H., S. A. Teukolsky, W. T. Vetterling, B. P. Flannery, 1992: Numerical Recipes in Fortran 77. - Cambridge Univerity Press, 933 pp.
6. Schär, C., P.L. Vidale, D. Lüthi, C. Frei, C. Häberli, M.A. Liniger, C. Appenzeller, 2004: The role of increasing temperature variability in European summer heatwaves. - Nature 427, 332-336.
7. Schlittgen, R., B.H.J. Streitberg, 1999: Zeitreihenanalyse. - Oldenbourg, 571 pp.
8. Schönwiese C.-D., J. Rapp, 1997: Climate trend atlas of Europe based on observations 1891-1990. - Dordrecht, Kluwer Academic Publishers, 228 pp.
9. Schönwiese, C.-D., J. Grieser, S. Trömel, 2003: Secular change of extreme monthly precipitation in Europe. - Theor. Appl. Climato1. 75, 245-250.
10. Schrader, K., T. Hettmansperger, 1980: Robust analysis of variance upon a likelihood ratio citerion. - Biometrika 67, 93-101.
11. Von Storch, H., F. W. Zwiers, 1999: Statistical Analysis in Climate Research. - Cambridge University Press, 484 pp.
12. Trömel, S., 2004: Statistische Modellierung monatlicher Niederschlagszeitreihen. - Dissertation, Report No. 2, Institute for Atmosphere and Environment, Johann Wolfgang Goethe University, 236 pp.