[HTML][HTML] Predicting the performance of green stormwater infrastructure using multivariate long short-term memory (LSTM) neural network

MA Al Mehedi, A Amur, J Metcalf, M McGauley… - Journal of …, 2023 - Elsevier
The expected performance of Green Stormwater Infrastructure (GSI) is typically quantified
through numerical models based on hydrologic parameters and physics-based equations …

Modeling dynamic performance of urban infiltration trench systems: Methodology and a case study in Philadelphia

A Ebrahimian, N Sokolovskaya, B Wadzuk - Journal of Hydrology, 2021 - Elsevier
Infiltration trenches are popular green stormwater infrastructure (GSI) systems in dense
urban areas primarily due to their small footprints that cope with the limited available space …

Multicriteria prioritization of research needs in urban green stormwater infrastructure

A Ebrahimian, B Wadzuk - Journal of Sustainable Water in the Built …, 2022 - ascelibrary.org
Advances in green stormwater infrastructure (GSI) and extensive implementation of GSI in
urban areas warrant further research by municipalities on different aspects of GSI systems …

A complete water balance of a rain garden

MW McGauley, A Amur, M Shakya… - Water Resources …, 2023 - Wiley Online Library
A bioinfiltration rain garden was retrofitted from an existing traffic island at Villanova
University in 2001. It has been monitored continuously since 2003 at a 5‐min timeseries …

[HTML][HTML] A new architecture of Low Impact Development (LID)-based stormwater management system through Internet of Things (IoT) and Machine Learning …

I Essamlali, H Nhaila, M El Khaili - Case Studies in Chemical and …, 2024 - Elsevier
Bouznika, Morocco, is grappling with severe stormwater management challenges stemming
from rapid urbanization. Increased impervious surfaces, inadequate drainage infrastructure …

Understanding the Impact of Nutrients and Fines Accumulation and Distribution on Stormwater Rain Garden Performance

AR Zakaria - 2021 - search.proquest.com
Rain gardens are a type of green stormwater infrastructure designed to leverage natural
processes to mitigate the impacts of urban stormwater through capturing, infiltrating, and …

[PDF][PDF] Experimental and Numerical Study of the Effect of Different Covers on Urban Runoff Reduction Using a Rain Simulator

H Ghazvinian - 2024 - researchgate.net
Research aim: Due to the increase in population, the increasing expansion and
development of different urban areas, as well as the change of land use, the issue of floods …

Monitored Rain Garden Case Study Comparison to Continuous Simulation and Design Storm Methodology for Water Quality and Quantity

JD Metcalf - 2022 - search.proquest.com
A rain garden uses the unit processes of infiltration, filtration, recharge, and runoff to capture
and remove increased stormwater from the built environment. As a form of stormwater …

Identifying Responses to Changing Climate Conditions in a Multiple Green Stormwater Infrastructure as a Single System

M Parvin - 2024 - search.proquest.com
As research on green stormwater infrastructure (GSI) and its implementation in cities has
increased, we can move beyond understanding the performance of multiple GSI functions as …

[PDF][PDF] Evaluating Performance of PaveDrain Permeable Pavements in Colmar Manor, MD

SBAP Davis - 2023 - ernestmaier.com
Nitrogen and phosphorous are pollutants of major concern in the Chesapeake Bay
watershed due to their high eutrophication potential. Urban stormwater runoff is a significant …