Urbanization is the most powerful and visible force that has fundamental changes Land UsernLand Cover around globe. High population increment leads to a quick expansion of urbanrngrowth, causing changes in Land use Land Cover in many urban areas especially in developingrncountries. Burayu Town population growth rapidly increased by 90 times within the past 35rn(1984-2019) years and expansion of squatter houses is increased. The main objectives of thisrnstudy is that integrating GIS, Remote sensing and Land use Land cover Modeling tools to ModelrnSpatio temporal Urban Land use Changes of Burayu Town using Landsat of 1990,2000,2010rnand 2019 year for the last three decades (1990-2019) and predict for future three decadesrn(2050). For this study using supervised classification method, Maximum likely hood algorithm,rnthe overall accuracy of Classified Burayu Town Land use for 1990,2000,2010 and 2019 is 88%,rn92%, 93.6% and 97.6% and respectively and it is acceptable.rnThis study results show Urban land use land cover changes (urban expansion) of Burayu Townrnarea highly increased from 100 Ha (1%) to 4600Ha (46%) in last three decades (1990-2019)rnand for future three decades 5800Ha (58%) in 2050 if Urban expansion is positive effect, and ifrnnegative effect urban expansion is greater than this value is expected. Land Change Modelerrnand Multi-Layer perceptron sub model used for modeling using Factors and constraints andrnvalidating kappa statistic is moderate and acceptable to predict for future (2050). Now a daysrnBurayu Town Urban Planners and policy makers lacks accurate, timely and scientific method ofrnurban land use land cover changes and no scientific site selection for Housing development,rnfor monitoring and resolving the negative consequences, and make decision concerning LandrnResource management for better Land use management and Environmental development. rnBurayu Town Urban planner, Land Administration offices and Environmental protection officesrnuse this basic information of urban Land use Land Cover changes and use scientifically siternselected for Housing development to solve the society problems and avoid risks. Federal andrnRegional Government should give attention for the main problems of housing, infrastructurernservices and losses of Agriculture Land by modifying Land policy and giving Land for housing.rnTherefore modeling spatio temporal urban Land use Changes and predict for future is veryrnimportant for Burayu Town.