Beyond imperviousness– Investigating the influence of urban form and socioeconomic characteristics on urban stream water quality in the Continental United States

Runzi Wang1, William S. Currie1, Yang Chen2, Chen Zuo1 and Yuhan Zhou1, (1)University of Michigan Ann Arbor, School for Environment and Sustainability, Ann Arbor, MI, United States, (2)University of Michigan, Department of Statistics, Ann Arbor, United States