This paper presents the Green Stormwater Infrastructure Social Spatial Adoption (G-SSA) model, a cellular automata agent-based model that simulates the behavior of private property owners responding to incentives to adopt on-site green stormwater infrastructure (GSI). Concepts such as small-world social networks, opinion dissemination, and diffusion of innovation are used to capture dynamic social, spatial, and temporal aspects of green stormwater infrastructure adoption. Demographic information, site constraints, GSI practice type and costs, and financial incentive information are integrated into modeling rules that influence adoption dynamics. A methodology is presented that describes how these concepts have been translated into an agent-based modeling platform that provides the opportunity to explore modeling dynamics and output. Model output confirms the viability of the methodology and produces results that inform future efforts to explore the G-SSA model. PRACTITIONER POINTS: Agent-based modeling (ABM) can evaluate the expected impact of market-based approaches for green stormwater infrastructure (GSI) adoption and O&M services. ABM can simulate years of implementation of GSI program incentives, which vary from stormwater fee reduction to subsidy payments to tradable credits revenues generated. Publicly available demographic data combined with behavioral economic relationships can build models to evaluate how municipalities can meet regulatory goals for urban retrofits using market-based approaches to encourage GSI adoption.
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http://dx.doi.org/10.1002/wer.1619 | DOI Listing |
Sci Total Environ
January 2025
Dept. of Civil and Environmental Engineering, Univ. of Maryland, College Park, MD 20742, USA.
Urban stormwater pollution poses serious risks to human and environmental health, including trace metals toxicity. To improve the performance of existing highway Vegetated Filter Strips (VFS), which have limited performance for volume reduction and pollutant removal, amendment with a Vegetated Compost Blanket (VCB), a layer of seeded compost, has been proposed. A novel VCB/VFS system was assessed as a Stormwater Control Measure (SCM) via particulate matter and trace metals removal performance.
View Article and Find Full Text PDFJ Environ Manage
January 2025
Department of Sanitary Engineering and Water Management, University of Agriculture in Krakow, Mickiewicza 21, 31-120 Krakow, Poland. Electronic address:
Extensive research across European cities underscores the importance of assessing urbanization's impact on flood risk, focusing on river-induced floods and impermeable areas. Using advanced statistical tools, we investigated urban green coverage, Urban Morphological Zones (UMZ), and sealing (imperviousness) levels and effects. Our analysis found that Continuous Urban Fabric (sealed surface >80%) and Discontinuous Dense Urban Fabric (sealed surface 50%-80%) showed negative relationships within river flooding risk.
View Article and Find Full Text PDFSci Total Environ
January 2025
Occoquan Watershed Monitoring Laboratory, The Charles E. Via, Jr. Department of Civil and Environmental Engineering, Virginia Tech, 9408 Prince William Street, Manassas, VA, USA.
We present the results of a 1-year study that quantified salt levels in stormwater, soils, and plant tissues from 14 stormwater detention basins across Northern VA in an above-average snow year. We characterize (1) the level of salt stress plants experience, (2) the extent to which current plant communities feature salt tolerant species, and (3) the capacity of these species to phytoremediate soils and reduce the impacts of deicer and anti-icer use. Our results suggest that detention basin vegetation experience a range of salt stress levels that depend on drainage area type (roads: moderate to high > parking lots: low to moderate > pervious areas: none).
View Article and Find Full Text PDFWater Res
January 2025
College of Architecture and Urban Planning, Tongji University, Shanghai 200093, China. Electronic address:
Global climate change and rapid urbanization have increasingly intensified extreme rainfall events and surface runoff, posing significant challenges to urban hydrological security. Synergetic Grey-Green Infrastructure (SGGI) has been widely applied to enhance stormwater management in urban areas. However, current research primarily focused on optimizing and evaluating either grey infrastructure (GREI) or green infrastructure (GI) under single rainfall event, neglecting the non-stationary impacts of long-term climate change on infrastructure performance.
View Article and Find Full Text PDFSensors (Basel)
December 2024
Department of Civil and Environmental Engineering, Villanova University, 800 Lancaster Avenue, Villanova, PA 19085, USA.
The ability to track moisture content using soil moisture sensors in green stormwater infrastructure (GSI) systems allows us to understand the system's water management capacity and recovery. Soil moisture sensors have been used to quantify infiltration and evapotranspiration in GSI practices both preceding, during, and following storm events. Although useful, soil-specific calibration is often needed for soil moisture sensors, as small measurement variations can result in misinterpretation of the water budget and associated GSI performance.
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