Water, Sanitation, and Hygiene (WASH)

Weber, Nicole; Rajasingham, Anu; Patrick, Molly; Martinsen, Andrea; Handzel, Thomas

doi:10.1017/9781107477261.012

Cited by 3 publications

(1 citation statement)

References 30 publications

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“…The [3] highlights the importance of access to clean water, sanitation, and hygiene (WASH) for human health and wellbeing. It notes that chemical pollution poses a significant threat and that contaminated water can lead to various health problems, particularly diarrheal diseases.…”

Section: Introductionmentioning

confidence: 99%

Blockchain-Orchestrated Intelligent Water Treatment Plant Profiling Framework to Enhance Human Life Expectancy

Thakkar,

Thakker,

Gupta

et al. 2024

IEEE Access

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Water quality degradation has turned out to be of crucial importance due to various factors over the past decade. Pollution, climate change, and population growth are the factors that affect water quality. Contaminations such as microorganisms, heavy metals, and excessive nitrogen and phosphorous disrupt water pH levels, posing significant health risks. Despite the innovation in the Internet of Things(IoT), allowing balancing the pH by adding chlorine and fluoride after the disinfection step, several security issues(e.g., distributed denial of service, data manipulation, and session hijacking) manoeuvre the operational performance of the water treatment plants. This causes people to consume polluted water, which has many adverse effects on human health and reduces life expectancy. To address this critical concern, we propose a novel approach integrating artificial intelligence(AI) and blockchain technology into water treatment plant management. Our methodology utilizes a standard water quality dataset, which has features such as pH and total hardness, which is used for binary classification, indicating water as potable or not potable. We employ various AI classifiers such as stochastic gradient descent classifier (SGDC), decision tree (DT), Naive Bayes (NB), K nearest neighbours (KNN), and logistic regression (LR). Furthermore, an InterPlanetary File System(IPFS)-based public blockchain is integrated to resist the data manipulation attack, where the potable water sample is securely stored in the blockchain's immutable ledger. The proposed model is evaluated using various performance metrics such as confusion matrix analysis, learning curve assessment, training accuracy, and blockchain scalability. Notably, the DT model emerges as the best-performing classifier with an accuracy of 99.41% and scalability of 35 with 120 data transactions.INDEX TERMS Artificial intelligence, water treatment plants, water profiling, blockchain, Internet of Things (IoT), IPFS.The associate editor coordinating the review of this manuscript and approving it for publication was Mueen Uddin .Open Access funding provided by 'Università degli Studi di Enna "KORE"' within the CRUI CARE Agreement

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Section: Introductionmentioning

confidence: 99%

Blockchain-Orchestrated Intelligent Water Treatment Plant Profiling Framework to Enhance Human Life Expectancy

Thakkar,

Thakker,

Gupta

et al. 2024

IEEE Access

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Health and Human Rights in Conflict and Emergencies

Evans¹,

Queen²,

Martin³

2020

Foundations of Global Health &Amp; Human Rights

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This chapter explores the relationship between international humanitarian law and human rights law in safeguarding health and protecting rights in conflict and emergencies, examining the evolving role of aid workers as protectors of health-related rights. Complex Humanitarian Emergencies (CHEs)—from mass displacements, to disease outbreaks, to violent conflicts—create an environment for human rights violations and a challenge for human rights promotion. Humanitarian aid, operating within an interconnecting framework across two bodies of law, has the distinctive ability to mitigate violations, prevent harm, and realize rights. Yet the breakdown in social norms and government systems in conflicts and emergencies creates chaos that requires humanitarian responders to engage in lifesaving service provision and community resiliency support. This role, carrying both power and privilege, requires systems of accountability to ensure health and human rights.

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