Impacts of land covers on stormwater runoff and urban development: A land use and parcel based regression approach

•The stormwater yield and quality can be well-explained by land use and land cover compositions at the parcel level.•It presents a novel method to identify suitable lands for various urban development scenarios to manage stormwater.•It suggests property owners and land planners to analyse specific conditions of land parcels for better stormwater management practice.