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[HTML][HTML] Machine learning for spatial analyses in urban areas: a sco** review
The challenges for sustainable cities to protect the environment, ensure economic growth,
and maintain social justice have been widely recognized. Along with the digitization …
and maintain social justice have been widely recognized. Along with the digitization …
Toward sustainable water infrastructure: the state‐of‐the‐art for modeling the failure probability of water pipes
R Taiwo, MEA Ben Seghier… - Water Resources …, 2023 - Wiley Online Library
Failures of water distribution networks (WDNs) are rising at an exponential rate,
necessitating immediate attention. An effective way to reduce the failure rate is to develop …
necessitating immediate attention. An effective way to reduce the failure rate is to develop …
[HTML][HTML] Unlocking the potential of microbially induced calcium carbonate precipitation (MICP) for hydrological applications: a review of opportunities, challenges, and …
C Konstantinou, Y Wang - Hydrology, 2023 - mdpi.com
Microbially induced calcium carbonate precipitation (MICP) is an innovative biocementation
technique that facilitates the formation of calcium carbonate within a pore network. Initially …
technique that facilitates the formation of calcium carbonate within a pore network. Initially …
Statistical and machine learning analysis for the application of microbially induced carbonate precipitation as a physical barrier to control seawater intrusion
C Konstantinou, Y Wang - Journal of Contaminant Hydrology, 2024 - Elsevier
Seawater intrusion in coastal aquifers is a significant problem that can be addressed
through the construction of subsurface dams or physical cut-off barriers. An alternative …
through the construction of subsurface dams or physical cut-off barriers. An alternative …
[HTML][HTML] Pressure-induced fatigue failures in cast iron water supply pipes
C Jara-Arriagada, I Stoianov - Engineering Failure Analysis, 2024 - Elsevier
Cast iron pipes have been extensively utilised in water supply networks worldwide. Many of
these pipes are either at the onset or within their wear-out phase, during which failure rates …
these pipes are either at the onset or within their wear-out phase, during which failure rates …
A random forest machine learning approach for the identification and quantification of erosive events
Predicting the occurrence of erosive rain events and quantifying the corresponding soil loss
is extremely useful in all applications where assessing phenomenon impacts is required …
is extremely useful in all applications where assessing phenomenon impacts is required …
[HTML][HTML] Experimental investigation of the effects of porosity, hydraulic conductivity, strength, and flow rate on fluid flow in weakly cemented bio-treated sands
C Konstantinou, G Biscontin - Hydrology, 2022 - mdpi.com
Fluid injection in a porous medium is the underlying mechanism for many applications in the
fields of groundwater hydraulics, hydrology and hydrogeology, and geo-environmental …
fields of groundwater hydraulics, hydrology and hydrogeology, and geo-environmental …
An evolution of statistical pipe failure models for drinking water networks: A targeted review
The use of statistical models to predict pipe failures has become an important tool for
proactive management of drinking water networks. This targeted review provides an …
proactive management of drinking water networks. This targeted review provides an …
The challenges of predicting pipe failures in clean water networks: a view from current practice
NA Barton, SH Hallett, SR Jude - Water Supply, 2022 - iwaponline.com
Pipe failure models can aid proactive management decisions and help target pipes in need
of preventative repair or replacement. Yet, there are several uncertainties and challenges …
of preventative repair or replacement. Yet, there are several uncertainties and challenges …
Efficacy of tree-based models for pipe failure prediction and condition assessment: A comprehensive review
This paper provides a comprehensive review of tree-based models and their application in
condition assessment and prediction of water, wastewater, and sewer pipe failures. Tree …
condition assessment and prediction of water, wastewater, and sewer pipe failures. Tree …