Modeling the Effects of Land Use Change on Flooding in Pacific Northwest Streams to Promote Green Practices
ISEF · 2017 Earth and Environmental Sciences
Overview
Due to population growth, urban areas in Oregon have been expanding, leading to increases in impervious surfaces and net losses in wetlands, riparian vegetation, and forestation in the Northwest. Utilizing ArcGIS and NOAA’s C-CAP imagery, this study classifies and analyzes urban land use changes between 1996 and 2010. Developmental trends were first analyzed alongside historical flood records to validate the relationship between flood severity and land use. Through regression analysis, predictions of annual impervious change were then calculated using NOAA’s Impervious Surface Analysis Tool within four urban stream basins (Johnson Creek, Tualatin River, Pudding River, and Clackamas River). Based upon these predictions, changes in flood severity were determined through a novel application of NOAA’s CHPS Streamflow Modeling System. Significant discharge change predictions due to development were calculated, and represented visually in flood inundation maps using USGS’s GIS Flood Tool. With this information, projected necessary rates of wetland and green infrastructure implementation were able to be formulated, quantifying the necessary changes needed to counteract urban development within the Willamette River Basin. These findings shed light on the importance of land use management in urban settings and are being used by local watershed councils to advocate for changes within their stream basins.
Awards (2)
- Intel ISEF Best of Category Award of $5,000 $5,000
- United States Environmental Protection Agency: The Patrick Hurd Sustainability Award winner will travel to EPA's National Sustainable Design Expo in Washington, DC
Competition history
- ISEF 2017
Resources
Related projects
ISEF · 2016
Riparian Disturbance & Remote Sensing Technology: A Novel Method to Identify Vulnerabilities within Urban Areas of the Willamette River Basin
ISEF · 2026
Stormwater Dynamics: The Influence of Rainfall and Soil Characteristics on Soil Erosion Estimates on Construction Sites
ISEF · 2023
Novel Multivariate Analysis of Road Erosion Factors Through the Utilization of Structural Equation Modeling (SEM) to Model Road Erosion Risk
ISEF · 2023
FloodCast: Real-Time Flood Mapping and Prediction in Southeast Asia Using Remote Sensing Data
Closest projects by meaning, across every fair and year in the corpus.
Source: Regeneron International Science and Engineering Fair