Enhancing stormwater control measures using real-time control technology: a review

WD Xu, MJ Burns, F Cherqui, TD Fletcher - Urban Water Journal, 2021 - Taylor & Francis
ABSTRACT Stormwater Control Measures (SCMs) are increasingly applied to capture and
utilise urban runoff to augment water supply, reduce flood risk, and to restore natural flow …

Integrating urban agriculture and stormwater management in a circular economy to enhance ecosystem services: Connecting the dots

T Deksissa, H Trobman, K Zendehdel, H Azam - Sustainability, 2021 - mdpi.com
Due to the rapid urbanization in the context of the conventional linear economy, the
vulnerability of the urban ecosystem to climate change has increased. As a result …

Predicting stream water quality under different urban development pattern scenarios with an interpretable machine learning approach

R Wang, JH Kim, MH Li - Science of the Total Environment, 2021 - Elsevier
Urban development pattern significantly impacts stream water quality by influencing
pollutant generation, build-up, and wash-off processes. It is thus necessary to understand …

Machine learning approaches for predicting the performance of stormwater biofilters in heavy metal removal and risk mitigation

H Fang, B Jamali, A Deletic, K Zhang - Water Research, 2021 - Elsevier
The increasing amount of data on biofilter treatment performance over the past decade has
made it possible to use data-driven approaches to explore the relationships between …

Develo** nitrogen removal models for stormwater bioretention systems

J Li, TB Culver, PP Persaud, JM Hathaway - Water Research, 2023 - Elsevier
Bioretention systems have the potential of simultaneous runoff volume reduction and
nitrogen removal. Internal water storage (IWS) layers and real-time control (RTC) strategies …

The impact of stormwater biofilter design and operational variables on nutrient removal-a statistical modelling approach

K Zhang, Y Liu, A Deletic, DT McCarthy, BE Hatt… - Water Research, 2021 - Elsevier
Biofiltration systems can help mitigate the impact of urban runoff as they can treat, retain and
attenuate stormwater. It is important to select the optimal design characteristics of biofilters …

Designing sustainable drainage systems in subtropical cities: Challenges and opportunities

SS Chen, DCW Tsang, M He, Y Sun, LSY Lau… - Journal of Cleaner …, 2021 - Elsevier
Sustainable urban water management requires a paradigm shift from using conventional
system to drain stormwater as waste to using innovative stormwater management technique …

What are the relevant sources and factors affecting event mean concentrations (EMCs) of nutrients and sediment in stormwater?

MS Behrouz, MN Yazdi, DJ Sample, D Scott… - Science of the Total …, 2022 - Elsevier
Urbanization increases runoff, sediment, and nutrient loadings downstream, causing
flooding, eutrophication, and harmful algal blooms. Stormwater control measures (SCMs) …

Assessing and improving the outcomes of nonpoint source water quality trading policies in urban areas: A case study in Virginia

L Saby, RS Herbst, JL Goodall, JD Nelson… - Journal of …, 2023 - Elsevier
Nonpoint source (NPS) water quality trading (WQT) is a market-based approach to
improving water quality. Past work has shown that these programs could increase localized …

[HTML][HTML] Resampling and ensemble techniques for improving ANN-based high-flow forecast accuracy

E Snieder, K Abogadil, UT Khan - Hydrology and Earth System …, 2021 - hess.copernicus.org
Data-driven flow-forecasting models, such as artificial neural networks (ANNs), are
increasingly featured in research for their potential use in operational riverine flood warning …