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1

1D-2D SWMM Calibration Case Study: Stoney Run Drainage Study

August 15th, 2020 was a memorable day for residents of the Colony Pines and Windsor Great Park Neighborhoods as stormwater overtook streets, yards, and residential structures, compounded by overtopping of storage basins and their accompanying floodwalls. These communities are located in the Stoney Run watershed, characterized as an urban residential region after being developed largely […]

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Stormwater Modeling of the Sterns Creek Watershed and Master Drainage Planning of its City of Portion

The Sterns Creek, a tributary to the Western Branch Elizabeth River in Virginia, and its watershed with a drainage area of 2,350 acres covers 1,360 acres in the City of Chesapeake and 990 acres in the City of Portsmouth. The watershed in both the cities with residential and commercial properties suffers from recurring nuisance or […]

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Deploying the Power of Machine Learning and Near Real Time Modeling for Stage Forecasting in Streams

Forecasting stream flows and flood depths is an essential task in flood management and water resource planning.  Hydrologic/hydraulic simulation models or data-driven approaches can be used to generate these real-time predictions.  Modern advances in artificial intelligence and state-of-the-art machine learning (ML) techniques have provided new opportunities for quicker streamflow prediction processes with more efficient and […]