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Comparison of shower filters for reducing total residual chlorine under household flow conditions

Lee et al. | Sep 19, 2026

Comparison of shower filters for reducing total residual chlorine under household flow conditions
Image credit: Micheile Henderson

This study compared two commercial shower filters and three individual filtration media to evaluate their ability to reduce total residual chlorine under household flow conditions. By identifying which materials most effectively reduce chlorine during regular shower use, this research provides practical information for consumers and offers guidance for designing more affordable and reusable shower filtration systems.

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Comparative study on three machine learning models in novel autonomous drone-based detection of invasive plant Brassica nigra

Ho et al. | Jul 05, 2026

Comparative study on three machine learning models in novel autonomous drone-based detection of invasive plant <em>Brassica nigra</em>

Autonomous drone imaging combined with machine learning offers a promising approach for early detection of invasive species. In this study, students built an autonomous drone and compared three models: CNN, SGDC, and XGBoost, to identify Brassica nigra from aerial footage. Their results show that CNNs most effectively recognize key visual features, demonstrating strong potential for supporting conservation and invasive plant management.

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