title: Principal sequence pattern analysis of episodes of excess mortality due to heat in the Barcelona metropolitan area.
abstract: The aim of the study is to classify the synoptic sequences associated with excess mortality during the warm season in the Barcelona metropolitan area. To achieve this purpose, we undertook a principal sequence pattern analysis that incorporates different atmospheric levels, in an attempt at identifying the main features that account for dynamic and thermodynamic atmospheric processes. The sequence length was determined by the short-term displacement between temperature and mortality. To detect this lag, we applied the cross-correlation function to the residuals obtained from the modelling of the daily temperature and mortality series of summer. These residuals were estimated by means of an autoregressive integrated moving average (ARIMA) model. A 7-day sequence emerged as the basic temporal unit for evaluating the synoptic background that triggers the temperature related to excess mortality in the Barcelona metropolitan area. The principal sequence pattern analysis distinguished three main synoptic patterns: two dynamic configurations produced by southern fluxes related to an Atlantic low, which can be associated with heat waves recorded in southern Europe, and a third pattern identified by a stagnation situation associated with the persistence of a blocking anticyclone over Europe, related to heat waves recorded in northern and central western Europe.
authors: Meteorological Service of Catalonia, Department of Territory and Sustainability, Generalitat de Catalunya, C/Berlin 38-46, 08029, Barcelona, Spain.
authors: Juan Carlos
authors: JC
authors: Peña
authors: Montserrat
authors: M
authors: Aran
authors: José Miguel
authors: JM
authors: Raso
authors: Nuria
authors: N
authors: Pérez-Zanón
mesh_terms: D000368:Aged; D000369:Aged, 80 and over; D000465:Algorithms; D003198:Computer Simulation; D004196:Disease Outbreaks / Q000706:statistics & numerical data*; D005260:Female; D018882:Heat Stress Disorders / Q000401:mortality*; D006358:Hot Temperature; D006801:Humans; D015994:Incidence; D008297:Male; D015233:Models, Statistical; D009026:Mortality / Q000639:trends*; D010363:Pattern Recognition, Automated / Q000379:methods*; D025341:Principal Component Analysis; D012307:Risk Factors; D012621:Seasons; D013030:Spain / Q000453:epidemiology; D016019:Survival Analysis; D014505:Urban Population / Q000706:statistics & numerical data*