AIMC Topic: Water Supply

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Proof-of-concept evaluation at Cox's Bazar of the Safe Water Optimization Tool: water quality modelling for safe water supply in humanitarian emergencies.

BMJ global health Aug 20, 2025
INTRODUCTION: Waterborne diseases are leading concerns in emergencies. Humanitarian guidelines stipulate universal water chlorination targets, but these fail to reliably protect water as postdistribution chlorine decay can leave water vulnerable to p...
Emergencies Chlorine Humans Water Purification Water Supply Water Quality Halogenation Proof of Concept Study Waterborne Diseases
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Modeling water quality in the brazilian semiarid region using remote sensing: support for water management.

Environmental monitoring and assessment Jul 10, 2025
Water management in semi-arid regions faces challenges due to water scarcity and the need for continuous quality monitoring. This study evaluates the use of remote sensing to analyze a reservoir's water quality status in Brazil's semi-arid region to ...
Chlorophyll A Satellite Imagery Water Quality Water Supply Remote Sensing Technology Phosphorus Environmental Monitoring Brazil Water Pollutants, Chemical
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Data-driven prediction of daily Cryptosporidium river concentrations for water resource management: Use of catchment-averaged vs spatially distributed features in a Bagging-XGBoost model.

The Science of the total environment Jun 20, 2025
Cryptosporidium is a waterborne pathogen which poses a major challenge to water utilities because of its resistance to chlorination and its infectivity at very low concentrations. The ability to make predictions of Cryptosporidium concentrations in r...
Water Supply Environmental Monitoring Boosting Machine Learning Algorithms Rivers Cryptosporidium England Water Resources Conservation of Water Resources Models, Theoretical
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Predicting determinants of unimproved water supply in Ethiopia using machine learning analysis of EDHS-2019 data.

Scientific reports Apr 4, 2025
Over 2 billion people worldwide are impacted by the global dilemma of access to clean and safe drinking water. The problem is most acute in low-income nations, where many people still use unimproved water sources such as exposed wells and surface wat...
Socioeconomic Factors Ethiopia Drinking Water Water Supply Neural Networks, Computer Machine Learning Humans
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Optimal cybersecurity framework for smart water system: Detection, localization and severity assessment.

Water research Mar 27, 2025
The digital transformation of water distribution systems has streamlined monitoring and control through the integration of smart devices such as pressure sensors, smart meters, and level switches, all communicating with supervisory control and data a...
Bayes Theorem Computer Security Water Supply Neural Networks, Computer Machine Learning
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Machine learning strategy secures urban smart drinking water treatment plant through incremental advances.

Water research Mar 24, 2025
The integration of machine learning into urban drinking water treatment plants (DWTPs) offers a transformative pathway to ensure drinking water safety while promoting the development of smart, low-carbon cities. However, the effectiveness of these sy...
Drinking Water Water Supply Water Purification Cities Neural Networks, Computer Machine Learning
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Water level estimation in sewage pipes using texture-based methods and machine learning algorithms.

Water science and technology : a journal of the International Association on Water Pollution Research Mar 10, 2025
Water companies use closed-circuit television (CCTV) to inspect the condition of sewage pipes. The reports generated by surveyors help companies to plan for the maintenance and rehabilitation of sewage pipes. A surveyor needs to record the water leve...
Sewage Water Machine Learning Water Supply Environmental Monitoring Algorithms
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Explainable deep learning models for predicting water pipe failures.

Journal of environmental management Mar 6, 2025
Failures within water distribution networks (WDNs) lead to significant environmental and economic impacts. While existing research has established various predictive models for pipe failures, there remains a lack of studies focusing on the probabilit...
Water Supply Deep Learning Neural Networks, Computer Bayes Theorem Hong Kong Algorithms
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Transforming residential water end use analysis: unleashing insights from widespread low-resolution smart metering data.

Water research Feb 20, 2025
Transforming smart meter data captured at low-resolution litre intervals of 15 to 60 mins into residential water end use data provides valuable insights for water businesses and their customers. Water end use data is crucial for developing effective ...
Water Supply Conservation of Water Resources Neural Networks, Computer Models, Theoretical Cities Australia
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The reanalysis of a new strategy for groundwater level prediction using combined simulation of machine learning and Muskingum methods under ecological water replenishment.

Environmental research Feb 20, 2025
Due to its multi-functionality, ecological water replenishment (EWR) has been an important measure for restoring aquifers. However, suitable prediction methods need to be selected for the unique fluctuation exhibited by groundwater level (GWL) in the...
Environmental Monitoring Models, Theoretical Machine Learning Groundwater Water Supply Computer Simulation
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