“…At a local scale, there exist various studies addressing the effects of the climate variability taking into account the long-memory properties of time series. This is the case of Gil-Alana (2003), for the study of the monthly Central England Temperature (CET) series; Caballero et al (2002), for the multidecadal daily time series from CET, Chicago and Los Angeles; Gil-Alana (2010), for the monthly mean, maximum and minimum temperatures in specific locations in Spain and Portugal;Franzke (2012), for the daily temperatures from four stations: central England, Stockholm (Sweden), Faraday-Vernadsky (Antarctic Peninsula) and Alert (Canada), Percival et al (2001) and Gil-Alana (2012), for monthly temperatures in Alaska; Kane and Usman (2013) for the Sokoto metropolits in Nigeria, or Franzke (2010), Bunde et al (2014), andLudescher et al (2016), for monthly temperatures of different stations of Antarctica.…”