In this paper we examine monthly mean temperatures in 40 selected stations Siberia for the time period January 1937–December 2020 using long range dependence techniques. particular, use a fractionally integrated model that incorporates linear trend along with seasonal structure. Our results show first memory is present all significantly positive values differencing parameter, though, at same co...