Principal sequence pattern analysis of episodes of excess mortality due to heat in the Barcelona metropolitan area

被引:9
作者
Carlos Pena, Juan [1 ,2 ]
Aran, Montserrat [1 ]
Miguel Raso, Jose [3 ]
Perez-Zanon, Nuria [4 ]
机构
[1] Generalitat Catalunya, Dept Terr & Sustainabil, Meteorol Serv Catalonia, Barcelona 08029, Spain
[2] Univ Barcelona, Dept Phys & Reg Geog, PaleoRisk Res Grp, Barcelona 08001, Spain
[3] Univ Barcelona, Dept Phys & Reg Geog, Climatol Grp, Barcelona 08001, Spain
[4] Univ Rovira & Virgili, C3, Tortosa Tarragona 43500, Spain
关键词
Cross-correlation function; ARIMA model; Principal sequence pattern analysis; Barcelona metropolitan area; ATMOSPHERIC CIRCULATION; AIR-TEMPERATURE; CASE-CROSSOVER; TIME-SERIES; HEALTH; WAVES; VARIABILITY; PRESSURE; EUROPE; VULNERABILITY;
D O I
10.1007/s00484-014-0857-x
中图分类号
Q6 [生物物理学];
学科分类号
071011 ;
摘要
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.
引用
收藏
页码:435 / 446
页数:12
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