تصنيف بيانات استعمالات الأرض لمحلة الميدان القديمة في مدينة الموصل باستخدام تقانات الشبكات العصبية الاصطناعية

Abstract EN

The study aimed at attempting to uncover a highly accurate method of classifying the complicated geographical data through the use of one of Artificial Intelligence (AI) technologies in Expert Systems.

It is the technology of the Artificial Neural Networks (ANN) added to the applications of the systems of Geographical Information science (GiS) , especially what servs the process of classifying data provided by the different sources, e.g.

the proces of the field survey of the uses of the various geographical land,The artificial neural network belonged to the data of the uses of urban land within the area frame of Al-Meedan Old neighborhood it is seen in map, I which represents the quarter as polygons according to the units registered in the directorate of Estate registration in Mosul in 11°?, The changing milestones of classifiying their different uses through the employment of two artificial neural networks, These two networks were Supervisedly and Unsupervisedly trained through a practical empirical comparison, through the pictorial comparison.