The main goal of this paper is to present some of the most relevant work in the area of air pollution monitoring in large cities and water monitoring in rural areas. Additionally, we present our solution based on a participatory sensing approach for air pollution monitoring in large cities, and our ongoing work in the area of multi-modal WSNs for water monitoring in agricultural applications.