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To examine relationships between in-stream debris concentrations and different geomorphologic characteristics, catchment characteristics, and catchment and riparian land cover in US urban streams, we collected data on debris (>5 cm), large wood, cross-section and longitudinal profiles, and sediment sizes in 24 stream reaches in two metropolitan areas (Cleveland, Ohio; Charlotte, North Carolina). This dataset supports analyses published in: Farooq, N., Jefferson, A.J., Greising, C., Kearns, K., Muratori, S., Snyder, K. 2025. Prediction of anthropogenic debris and its association with geomorphology in US urban streams. Science of the Total Environment. 975: 179317. doi: 10.1016/j.scitotenv.2025.179317 (open access) https://www.sciencedirect.com/science/article/pii/S0048969725009532 

Anthropogenic debris in urban streams is a persistent environmental problem, yet previous studies have focused largely on how land use influences debris concentrations, while neglecting the potential role of fluvial geomorphology in mediating storage. To examine relationships between in-stream debris concentrations and different geomorphologic characteristics, catchment characteristics, and catchment and riparian land cover in US urban streams, we collected data on debris (>5 cm), large wood, cross-section and longitudinal profiles, and sediment sizes in 24 stream reaches in two metropolitan areas (Cleveland, Ohio; Charlotte, North Carolina). Debris concentrations ranged from 0.18 to 4.7 pieces/m bankfull width, with an average of 1.55 pieces/m. Plastic comprised 71.8 % of the collected debris, and in two reaches with repeated measurements, debris re-accumulated quickly following removal. In city-specific multiple linear regression models, debris concentrations across stream reaches was explained as well or better by geomorphologic variables than GIS variables, but when data from the two cities were combined, the opposite was true. Cross-section characteristics were among the strongest predictors of debris concentration in both cities. Our analysis suggests that roughness associated with stream banks plays an important role in debris storage, through trapping debris on riparian vegetation and by creating width constrictions that lead to low velocity zones and debris settling on the bed. Future work on interactions between bank and vegetative roughness and anthropogenic debris may reveal generalizable predictors of debris storage in urban streams. 

This dataset contains turbidity data and storm event characters of three urban watersheds in Cuyahoga County, Ohio. Turbidity data were collected at a frequency of 10 minutes using in-situ Cyclop-7 turbidimeters designed by Turner Designs and integrated with a Cyclops-7 logger by Precision Measurement Engineering, Inc. Data were collected for three years from September 2018 to 2021. Turbidity data is harmonized with instantaneous discharge data from USGS stream gages. Event characteristics contains runoff, precipitation and antecedent characteristics. The data support the findings of the study titled "Urbanization and Suspended Sediment Transport Dynamics: A Comparative Study of Watersheds with Varying Degree of Urbanization using Concentration-Discharge Hysteresis". 

This dataset contains stream bed material size distributions for 39 stream reaches along 12 streams in and near Cuyahoga County, Ohio. All data were collected using the Wolman pebble count technique (Wolman, 1954), in either transect or zig-zag forms (Bunte and Abt, 2001). Data were collected between 2016 and 2023 over the course of several projects.