The temperature, pressure and precipitation fields, and the corresponding linear trends for Asian part of Russia for a climatically significant period from 1975 until 2005 are constructed based on data of observations and reanalysis. The results obtained are compared, and reanalysis capabilities of reconstructing the spatiotemporal changes of climatic parameters are estimated.