The spatial variations of residential land values in Sherbrooke are related to some geographical characteristics through regression analysis. It appears that distance from the central business district, major roads, population accessibility and municipal zoning regulations have a great influence on the residential values. From the map of residuals, we can deduct that parks, landscaping characteristics, absence of pollution and proximity to certain particular centers increase land values.