Articles | Volume 10, issue 1
22 Jan 2024
 | 22 Jan 2024

Spatial patterns and indices for heat waves and droughts over Europe using a decomposition of extremal dependency

Svenja Szemkus and Petra Friederichs

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Cited articles

Abdi, H. and Williams, L. J.: Principal component analysis, Wires Comput. Stat., 2, 433–459,, 2010. a, b
Anderson, H. R., Atkinson, R. W., Peacock, J., Marston, L., and Konstantinou, K.: Meta-analysis of time-series studies and panel studies of particulate matter (PM) and ozone (O3): report of a WHO task group, Tech. rep., Copenhagen: WHO Regional Office for Europe,, 2004. a
Barnston, A. G. and Livezey, R. E.: Classification, seasonality and persistence of low-frequency atmospheric circulation patterns, Mon. Weather Rev., 115, 1083–1126, 1987. a
Barriopedro, D., Fischer, E. M., Luterbacher, J., Trigo, R. M., and García-Herrera, R.: The hot summer of 2010: redrawing the temperature record map of Europe, Science, 332, 220–224, 2011. a, b
Beirlant, J., Goegebeur, Y., Segers, J., Teugels, J. L., De Waal, D. and Ferro, C.: Statistics of extremes: theory and applications, John Wiley & Sons, 2006. a
Short summary
This paper uses the tail pairwise dependence matrix (TPDM) proposed by Cooley and Thibaud (2019), which we extend to the description of common extremes in two variables. We develop an extreme pattern index (EPI), a pattern-based aggregation to describe spatially extended weather extremes. Our results show that the EPI is suitable for describing heat waves.  We extend the EPI to describe extremes in two variables and obtain an index to describe compound precipitation deficits and heat waves.