Extreme Precipitation Events in Northeast Spain
Begueria, S., Angulo-Martinez, M., Vicente-Serrano, S.M., Lopez-Moreno, J.I. and El-Kenawy, A. 2011. Assessing trends in extreme precipitation events intensity and magnitude using non-stationary peaks-over-threshold analysis: a case study in northeast Spain from 1930 to 2006. International Journal of Climatology 31: 2102-2114.
Working with a set of 64 daily rainfall series from 1930 to 2006 covering the region of northeast Spain, Begueria et al. employed the theory of non-stationary extreme value analysis to the data sets using the peaks-over-threshold approach, whereby "a Poisson/generalized Pareto model, in which the model parameters were allowed to vary linearly with time, was fitted to the resulting series of precipitation event's intensity and magnitude," after which "a log-likelihood ratio test was applied to determine the existence of trends in the model parameters."
According to the five researchers who conducted the study, results revealed that "statistical significance was achieved in less than 5% of the stations using a linear non-stationary model at the annual scale, indicating that three is no evidence of a generalized trend in extreme precipitation in the study area." At the seasonal scale, however, they found that "a significant number of stations along the Mediterranean (Catalonia region) showed a significant decrease of extreme rainfall intensity in winter, while experiencing an increase in spring."
After some seven and a half decades of supposedly unprecedented global warming - which climate alarmists typically claim should increase the frequency and severity of extreme weather events - the study of Begueria et al. suggests that their dire forecast has not fared very well throughout northeast Spain in the case of precipitation.