Slums and informal settlements continue to pose considerable health challenges, mostly associated with the unavailability of basic amenities proper waste management. While mapping where risks occur, such as location features disease is obviously beneficial, spatial data required frequently not available, especially on a continuous basis. In this paper, we employ robust, cost-effective, efficien...