The effect of scale in daily precipitation hazard assessment

Natural Hazards and Earth System Science

Volumn 6, Issue 3, 2006, Pages 459-470

  Egozcue, J J ^a   Pawlowsky Glahn, V ^b   Ortego, M I ^a   Tolosana Delgado, R ^b  

^a UNIVERSITAT POLITÈCNICA DE CATALUNYA   (Spain)

^b UNIVERSITY OF GIRONA   (Spain)

Author keywords

[No Author keywords available]

Indexed keywords

BAYESIAN ANALYSIS; HAZARD ASSESSMENT; POISSON RATIO; PRECIPITATION (CLIMATOLOGY); RAINGAUGE; UNCERTAINTY ANALYSIS; WEIBULL THEORY;

EURASIA; EUROPE; IBERIAN PENINSULA; SOUTHERN EUROPE;

EID: 33747119645     PISSN: 15618633     EISSN: 16849981     Source Type: Journal    
DOI: 10.5194/nhess-6-459-2006     Document Type: Article

References (12)

1. Coles, S. G.: An Introduction to Statistical Modeling of Extreme Values, Springer, London, GB, 208 p., 2001.
2. Coles, S. G. and Tawn, J. A.: A Bayesian analysis of extreme rain-fall data, Applied Statistics, 45, 463-478, 1996.
3. DeMichele, C. and Salvadori, G.: A Generalized Pareto intensity-duration model of storm rainfall exploiting 2-Copulas, J. Geophys. Res., 108(D2), 4067, doi: 10.1029/2002JD002534, 2003.
4. Egozcue, J. J. and Ramis, C.: Bayesian Hazard Analysis of Heavy Precipitation in Eastern Spain, Int. J. Climatol., 21, 1263-1279, 2001.
5. Egozcue, J. J. and Tolosana-Delgado, R.: Program BGPE: Bayesian Generalized Pareto Estimation, CD-ROM, ISBN 84-69999125, Barcelona, Spain, 2002.
6. Embrechts, P., Klüppelberg, C., and Mikosch, T.: Modelling extremal values, Springer Verlag, Berlin, 1997.
7. Gelman, A., Carlin, J. B., Stern, H. S., and Rubin, D. B.: Bayesian data analysis, Wiley, New York, NY,USA, 1995.
8. Gelman, A., Meng, X. L., and Stern, H.: Posterior predictive assessment of model fitness via realized discrepancies (with discussion), Statistica Sinica, 6, 733-807, 1996.
9. Meng, X. L.: Posterior predictive p-values, Ann. Stat., 22, 1142-1160, 1994.
10. Pawlowsky-Glahn, V. and Egozcue, J. J.: Geometric approach to statistical analysis on the simplex, Stochastic Environmental Research and Risk Assessment, 15, 384-398, 2001.
11. Pickands, J.: Statistical inference using extreme order statistics, Annals of Statistics, 3, 119-131, 1975.
12. Romero, R., Guijarro, J. A., Ramis, C., and Alonso, S.: A 30-years (1964-93) daily rainfall data base for the Spanish Mediterranean regions: First exploratory study, Int. J. Climatol., 18, 541-560, 1998.