%0 journal article %@ 1239-6095 %A Gao, Y.,Weiher, S.,Markkanen, T.,Pietikaeinen, J.-P.,Gregow, H.,Henttonen, H.M.,Jacob, D.,Laaksonen, A. %D 2015 %J Boreal Environment Research %N 2 %P 261-282 %T Implementation of the CORINE land use classification in the regional climate model REMO %U 2 %X Regional climate models provide an effective way to study the effects of land use changes on regional climate conditions. A precise land cover map is a precondition for land use change studies. We introduce a more realistic high-resolution land cover map, CORINE Land Cover (CLC), to replace the Global Land Cover Characteristics Database (GLCCD), which is used as a standard land cover map in the regional climate model REMO. In this study, present-day climate simulations over northern Europe are performed by using REMO at 18-km resolution with both CLC and GLCCD. Simulated maximum and minimum 2-m air temperatures, diurnal temperature range and precipitation are assessed with the observation-based E-OBS data. The updated CLC enhances the realism of the description of present-day land surface. However, biases from simulated climate conditions to observations are only marginally reduced while more improvements are expected to be achieved by further developments in model physics.