Bayesian trend analysis for daily rainfall series of Barcelona

Advances in Geosciences

Volumn 26, Issue , 2010, Pages 71-76

  Ortego, M I ^a   Gibergans Baguena J ^a   Tolosana Delgado, R ^a   Egozcue, J J ^a   Llasat, M C ^b  

^a UNIVERSITAT POLITÈCNICA DE CATALUNYA   (Spain)

^b UNIVERSITY OF BARCELONA   (Spain)

Author keywords

[No Author keywords available]

Indexed keywords

BAYESIAN ANALYSIS; CLIMATE CHANGE; NUMERICAL MODEL; PARAMETERIZATION; RAINFALL; TREND ANALYSIS;

BARCELONA [CATALONIA]; CATALONIA; SPAIN;

EID: 77954692002     PISSN: 16807340     EISSN: 16807359     Source Type: Journal    
DOI: 10.5194/adgeo-26-71-2010     Document Type: Article

References (19)

1. Barrera-Escoda, A.: Evolucíon de los extremos hí dricos en Catalunya en los ́ultimos 500 años y su modelizacíon regional. (Evolution of hydric extrems in Catalonia during the last 500 years and its regional modelling), Ph.D. thesis, Universitat de Barcelona, Barcelona, Spain, 2008.
2. Bodini, A. and Cossu, Q. A.: Vulnerability assessment of Central- East Sardinia (Italy) to extreme rainfall events, Nat. Hazards Earth Syst. Sci., 10, 61-72, doi:10.5194/nhess-10-61-2010, 2010.
3. Castillo, E., Hadi, A., Balakrishnan, N., and Sarabia, J.: Extreme value and related models with Applications in Engineering and Science, Wiley, London, GB, 384 pp., 2004.
4. Coles, S., Pericchi, L. R., and Sisson, S.: A fully probabilistic approach to extreme rainfall modelling, J. Hydrol., 273, 35-50, 2003.
5. Davison, A. and Smith, R.: Models for exceedances over high thresholds (with discussion), J. Roy. Statist. Soc. B, 52, 393-442, 1990.
6. Dupuis, D.: Exceedances over high thresholds: a guide to threshold selection, Extremes, 1, 251-261, 1998.
7. Egozcue, J. J., Pawlowsky-Glahn, V., Ortego, M. I., and Tolosana-Delgado, R.: The effect of scale in daily precipitation hazard assessment, Nat. Hazards Earth Syst. Sci., 6, 459-470, doi:10.5194/nhess-6-459-2006, 2006.
8. Embrechts, P., Klüppelberg, C., and Mikosch, T.: Modelling extremal events for insurance and finance, Springer-Verlag, Berlin, Germany, 663 pp., 1997.
9. Gelman, A., Carlin, J., Stern, H., and Rubin, D.: Bayesian data analysis, Wiley, New York, NY, USA, 1995.
10. Grandell, J.: Mixed Poisson processes, Chapman & Hall, London, GB, 268 pp., 1997.
11. Katz, R. W., Parlange, M. B., and Naveau, P.: Statistics of extremes in hydrology, Adv. Water Res., 25, 1287-1304, 2002.
12. Parey, S., Malek, F., Laurent, C., and Dacunha-Castelle, D.: Trends and climate evolution: Statistical approach for very high temperatures in France, Climatic Change, 81, 331-352, 2007.
13. Pawlowsky-Glahn, V., Tolosana-Delgado, R., and Egozcue, J. J.: Scale effect in hazard assessment - application to daily rainfall, Adv. Geosci., 2, 117-121, doi:10.5194/adgeo-2-117-2005, 2005.
14. Pickands, J. I.: Statistical inference using extreme order statistics, Ann. Stat., 3, 119-131, 1975.
15. Pujol, N., Neppel, L., and Sabatier, R.: Regional tests for trend detection in maximum precipitation series in the French Mediterranian region / Tests ŕegionaux de d́etection de tendances dans des śeries de maxima pluvioḿetriques sour le pourtour Ḿediterrańeen Français, Hydrol. Sci. J., 52, 956-973, 2007. (Pubitemid 47505648)
16. Raftery, A. E.: Extreme value analysis of enviromental time series: An application to trend detection in ground-level ozone. Comment: Are ozone rates decreasing?, Stat. Sci., 4, 378-381, 1989.
17. Robert, C. and Casella, G.: Monte Carlo Statistical Methods, Springer, New York, NY, USA, 507 pp., 2000.
18. Smith, R. L.: Extreme value analysis of enviromental time series: An application to trend detection in ground-level ozone., Stat. Sci., 4, 367-377, 1989.
19. Tolosana-Delgado, R., Ortego, M. I., Egozcue, J. J., and Śanchez-Arcilla, A.: Climate change in a Point-Over-Thresholdmodel: an example on ocean-wave-storm hazard in NE Spain, Adv. Geosci., submitted, 2010.