The aim of this study was to detect the magnitude and rate of forest cover change over the lastrn20 years (between 1986 and 2005) and generate human disturbance risk map based on landuse/rnland cover of the area using Remote sensing and GIS techniques in Adaba-Dodola ForestrnPriority Area that covers the total area of around 87,432 ha. NDVI image differencing andrnpost-classification comparison change detection methods were employed. The major landuse/rnland cover types in the study area have been identified as: dense forest, open forest,rngrassland, farmlands and settlement. The study made use of Landsat images of the year 1986,rn2000 and 2005 to know land-use/land cover change and the forest cover changes and rate ofrndeforestation during the different periods and the type of land cover to which the forest isrnchanged to. In addition Multi Criteria Evaluation in a GIS environment was used to come uprnwith the final human disturbance risk map. The result of change detection analysis revealedrnthat the area had remarkable land-use/land cover changes in general and forest cover changernin particular. Specifically, the forest cover land declined from 57,389ha in 1986 to 50,472 harnin 2000 and dropped to 45,809 ha in the year 2005 in the study area. A significant forest coverrnreduction by 0.57% has been realized in the year 2005 when compared with the 1986 forestrncover condition with a deforestation rate of 494 ha per annum. The problem of forest coverrnchange is directly linked with the activity of man such as population pressure, and the socioeconomicrnfactors like expansion of agricultural activities, demand of fuel wood andrnconstruction materials, as well as using such resources for income. In order to holdback thernproblem of forest cover change and its impact, corrective measures was suggested.rnKey words: Adaba-Dodola, Deforestation, Forest Cover, Remote Sensing and GIS