Variability of extreme events in the Colombian Pacific and Caribbean catchment basins

• Published in: Climate dynamics Vol. 40; no. 7-8; pp. 1985 - 2003
• Main Authors: Hoyos, Isabel, Baquero-Bernal, Astrid, Jacob, Daniela, Rodríguez, Boris A.
• Format: Journal Article
• Language: English
• Published: Berlin/Heidelberg Springer-Verlag 01.04.2013; Springer; Springer Nature B.V
• Subjects: Basins (Geology); Catchment basins; Climatology; Climatology. Bioclimatology. Climate change; Earth and Environmental Science; Earth Sciences; Earth, ocean, space; El Nino; Embankments; Environmental aspects; Exact sciences and technology; External geophysics; Geophysics/Geodesy; Marine; Meteorology; Oceanography; Precipitation; Precipitation variability; River basins; Southern Oscillation; Surface chemistry; Temperature effects; South America; Colombia; Germany; Caribbean area; Pacific Ocean; ASW, Caribbean Sea; ASW, Colombia; I, Pacific; Extremes of precipitation; Regional model validation; Colombian Caribbean catchment basin; Extremes of temperature; Atmospheric hindcast; Colombian Pacific catchment basin; Validation; El Niño Southern Oscillation; atmospheric precipitation; Extreme event; Regional scope; Climate models; drainage basins; Hindcast; Atmospheric temperature; El Nino; Return period; extreme value; Observation data; Reanalysis
• ISSN: 0930-7575; 1432-0894
• DOI: 10.1007/s00382-012-1487-9

This paper analyses the behavior of extreme events of surface precipitation and temperature inside the Pacific and Caribbean Catchment Basins in Colombia using several datasets such as observations, reconstructed data, NCEP-NCAR and ERA-40 reanalyses and data from the regional model REMO. We use an extreme value method that selects the time series excesses over a nonstationary threshold and adjusts them to a generalized Pareto distribution. The goodness of fit is evaluated through a test that includes the Cramer–von Mises, Kolmogorov–Smirnov and Anderson–Darling statistics and the p values generated by parametric bootstrap resampling. The test not only evaluates the goodness of fit but also the threshold choice. The parameters are presented in maps that allow recognition of the features of the extreme behaviour inside the catchment basins, and differences and similarities between them. Maps of return periods for the maximum extreme events are also presented. A strong influence of the El Niño–Southern oscillation on the extreme events of both temperature and precipitation is found in the two catchment basins.