The aim of this study is to develop a strategy for predicting the highest quality areas, in terms of their non-exposure to industrial air emissions. This is achieved through listing the built-up areas next to the industrial zones concerned. Illustrating the parameters of air pollution emissions from industrial activities in the region by the air modeling technique, and integrating data and information obtained using geographical signature programs in order to obtain an informational map that can be used in analyzing the data for the future planning of housing in close proximity to industrial areas. This study was conducted on an area of 49 km 2 , Abu Qir Bay, east ofp the city of Alexandria, Egypt. The study showed that the safe areas of exposure to nitrogen oxides represent 8% of the study sample area (49 km 2). 3.5% represents the largest safe area located in the northwest of the industrial zone, 1.6% of the safe areas is located in the southern industrial zone towards the prevailing wind, and, finally, the ratio of built-up areas facing industrial emissions was revealed at 2.5% of the entire study area in the southern industrial zone. It is concluded that, by using the simulated gaseous emissions of industrial facilities and integrating it with geo-analytical maps of the built-up satellite-explored areas, a strategy for predicting the safe areas could be applied. The study recommends that residential urban planning decisions in industrial zones should be obtained through periodically monitoring the emissions. The researcher recommends the use of the results of this study as a guide, using (RS) satellites to detect and map built-up areas near industrial facilities, air-modelling techniques to predict the hazardous zones of the industry, and (GIS) to layer the information digitally, in order to take precise future urban planning decisions.