{Reference Type}: Journal Article {Title}: Sustainable Urban Drainage System (SUDS) modeling supporting decision-making: A systematic quantitative review. {Author}: Ferrans P;Torres MN;Temprano J;Rodríguez Sánchez JP; {Journal}: Sci Total Environ {Volume}: 806 {Issue}: 0 {Year}: Feb 2022 1 {Factor}: 10.753 {DOI}: 10.1016/j.scitotenv.2021.150447 {Abstract}: Decision Support Systems (DSS) for Sustainable Urban Drainage Systems (SUDS) are a valuable aid for SUDS widespread adoption. These tools systematize the decision-making criteria and eliminate the bias inherent to expert judgment, abridging the technical aspect of SUDS for non-technical users and decision-makers. Through the collection and careful assessment of 120 papers on SUDS models and SUDS-DSS, this review shows how these tools are built, selected, and used to assist decision-makers questions. The manuscript classifies the DSS based on the question they assist in answering, the spatial scale used, the software selected, among other aspects. SUDS-DSS aspects that require more attention are identified, including environmental and social considerations, SUDS trains performance and criteria for selection, stochasticity of rainfall, and future scenarios impact. Suggestions for SUDS-DSS are finally offered to better equip decision-makers in facing emerging stormwater challenges in urban centers.