Seasonal and annual ranking of Tabriz neighborhoods in terms of PM1O rate based on Landsat 8 image processing

Having an up-to-date, accurate, fast and comprehensive map of air quality can solve the problems of people and managers. In this study, Landsat 8 images in 1399 were used to monitor the PM10 in Tabriz neighborhoods. For this research; the images were taken in four seasons of the year and after initial preprocessing, from the available algorithms, the algorithm that had the highest correlation and lowest RMSE to estimate PM10 was selected and applied to the images. The results were normalized using the fuzzy linear function. The results showed that the air quality of Tabriz neighborhoods in the first three seasons of the year are very similar and in winter is very different from these three seasons. The two clean neighborhoods of the city in the first three seasons of the year were Vali-amar 2 and the airport, and the neighborhoods of Lilabad were 2 and 42 meters 1 In the annual average, Emma Vali Amar 2 and Rushdieh were the cleanest neighborhoods and Lilabad 2 and 42 meters 1 were the most polluted neighborhoods in terms of PM10.