Introduction Nowadays, investigations and analysis of changes in land use through local and national scales have been taken into consideration more than ever, the major purpose of which is to optimize land use as well as its limited finite resources. During the past few years, the rapid growth in population along with urbanization have intensified the significance of land use, resulting in extensive changes regarding the usage of lands in the cities. In general, it has been indicated that natural forces as well as human activities are the two major factors in changing land use and ground cover through scales ranging from local to national. Although the development of cities in western countries have taken a rather slow pace of progress currently, yet, statistics show a rapid, considerable growth in Asia. Similarly, our country have also witnessed such an increasing, accelerated progress, especially during the past 40 years; in most cases, however, the growth has taken place in outskirts of cities and locations with fewer facilities and features. Among various changes in land use brought about by humans, urban growth and development is of utmost importance concerning the high values of lands; as a result, the position of modelling and predicting the changes in land use in the future have also gained significance for urban management, environment, and other authorities and researchers involved...