Environmental pollution is one of the most severe problems that threaten society. It affects the public health of citizens and the health of plants. Also, environmental pollution is leading to global warming. Vehicles exhaust is one of the most severe cases of environmental contamination and with the increase in the number of vehicles and the rise in congestion increases the exhaust and the proportion of pollution resulting. We can detect the exhaust using IoT and Gas sensors, but in this paper, we are going to measure the ratio of the exhaust of vehicles like CO2, CO, HC, NOX, and PMX using SUMO. This research uses Sumo to extract realtime emission from cars over the trip on the network of routes and study the relationship between vehicle emissions and fuel consumption. Another point in this research is to measure the noise emission of the same vehicle |