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To browse Academia. Dubai is a rapidly urbanizing emirate with land development succeeding at a fast pace. The present study aims to develop a low-cost classifier based on the spectral angle mapper SAM and image difference ID algorithms. After that, the accuracy of the maps were assigned using confusion matrix. The accuracy assessment demonstrated that the targeted , , and LULC maps have The results exhibited that the built-up areas ElKamil Tola.
Land use and land cover classification system has been used widely in many applications such as for baseline mapping for Geographic Information System GIS input and also target identification for identification of roads, clearings and also land and water interface.
The research was conducted in Kuala Tiga, Tanah Merah, Kelantan and the study area covers for about 25 km2. The main purpose of this research is to access the possibilities of using remote sensing for the detection of regional land use change by developing land cover classification system.
Another goal is to compare the accuracy of supervised and unsupervised classification system by using remote sensing. In this research, both supervised and unsupervised classifications were tested on satellite images of Landsat 7 and 8 in the year and As for supervised classification, the satellite images are combined and classified. Information and data from the field and land cover classification is utilized to identify t Rapid development in certain urban area will affect its natural features.