article id 455,
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                            This study considered how climate change affects the accumulation of  snow, the soil moisture and soil frost at sites without tree cover in  boreal conditions in Finland (60°–70°N). An increase of 4.5 °C in annual  mean temperature and 20 % in annual precipitation were assumed for  Finland by the year 2100 according to A2 emission scenario. Along with  climate, the soil type of the permanent inventory plots of the Finnish  National Forest Inventory was used. Soil and climate data were combined  by using a process-based ecosystem model. Calculations were done for  four periods: current climate (1971–2000), near future (2001–2020),  mid-term future (2021–2050) and long-term future (2071–2100). According  to our simulations, the average monthly duration and depth of snow  decreased over the simulation period. However, the increasing  precipitation may locally increase the snow depths in the mid-term  calculations. In the autumn and winter, the average volumetric soil  moisture content slightly increased in southern Finland during the near  future, but decreased towards the end of the century, but still remained  on a higher level than presently. In northern Finland, the soil  moisture in the autumn and winter increased by the end of this century.  In the summertime soil moisture decreased slightly regardless of the  region. Throughout Finland, the length and the depth of soil frost  decreased by the end of the century. In the south, the reduction in the  depth was largest in the autumn and spring, while in the mid-winter it  remained relatively deep in the middle of the century. In the north, the  depth tended to increase during the first two calculation periods, in  some areas, even during the third calculation period (2071–2100) due to  reduced insulation effects of snow during cold spells. The wintertime  increase in soil moisture and reduced soil frost may be reflected to  reduced carrying capacity of soil for timber harvesting.
                        
                
                                            - 
                            Kellomäki,
                            University of Eastern Finland, School of Forest Sciences, Joensuu, Finland
                                                        E-mail:
                                                            seppo.kellomaki@uef.fi
                                                                                        
                                                     
                                            - 
                            Maajärvi,
                            University of Eastern Finland, School of Forest Sciences, Joensuu, Finland
                                                        E-mail:
                                                            mm@nn.fi
                                                                                
 
                                            - 
                            Strandman,
                            University of Eastern Finland, School of Forest Sciences, Joensuu, Finland
                                                        E-mail:
                                                            hs@nn.fi
                                                                                
 
                                            - 
                            Kilpeläinen,
                            University of Eastern Finland, School of Forest Sciences, Joensuu, Finland
                                                        E-mail:
                                                            ak@nn.fi
                                                                                
 
                                            - 
                            Peltola,
                            University of Eastern Finland, School of Forest Sciences, Joensuu, Finland
                                                        E-mail:
                                                            hp@nn.fi