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A lightweight hybrid framework for real-time data refinement in resource-constrained underwater and underground wireless sensor networks.

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Title: A lightweight hybrid framework for real-time data refinement in resource-constrained underwater and underground wireless sensor networks.
Authors: Chelloug SA; Department of Information Technology, College of Computer and Information Sciences,Princess Nourah bint Abdulrahman University, P.O. Box 84428, 11671, Riyadh, Saudi Arabia., Nazir S; Department of Computer Science, Abdul Wali Khan University Mardan, Mardan, Pakistan., Khan R; Department of Computer Science, Abdul Wali Khan University Mardan, Mardan, Pakistan. rahimkhan@awkum.edu.pk., Khattak MAK; Department of Computer Science, Quaid-i-Azam University, Islamabad, Pakistan., Alturise F; Department of Cybersecurity, College of Computer, Buraydah, Saudi Arabia., Alkhalaf S; Department of Computer Engineering, College of Computer, Buraydah, Saudi Arabia.
Source: Scientific reports [Sci Rep] 2026 Jun 22. Date of Electronic Publication: 2026 Jun 22.
Publication Type: Journal Article
Journal Info: Publisher: Nature Publishing Group Country of Publication: England NLM ID: 101563288 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 2045-2322 (Electronic) Linking ISSN: 20452322 NLM ISO Abbreviation: Sci Rep Subsets: MEDLINE
Database: MEDLINE Ultimate
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DbLabel: MEDLINE Ultimate
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PubType: Academic Journal
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  Data: A lightweight hybrid framework for real-time data refinement in resource-constrained underwater and underground wireless sensor networks.
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  Data: <searchLink fieldCode="AU" term="%22Chelloug+SA%22">Chelloug SA</searchLink>; Department of Information Technology, College of Computer and Information Sciences,Princess Nourah bint Abdulrahman University, P.O. Box 84428, 11671, Riyadh, Saudi Arabia.<br /><searchLink fieldCode="AU" term="%22Nazir+S%22">Nazir S</searchLink>; Department of Computer Science, Abdul Wali Khan University Mardan, Mardan, Pakistan.<br /><searchLink fieldCode="AU" term="%22Khan+R%22">Khan R</searchLink>; Department of Computer Science, Abdul Wali Khan University Mardan, Mardan, Pakistan. rahimkhan@awkum.edu.pk.<br /><searchLink fieldCode="AU" term="%22Khattak+MAK%22">Khattak MAK</searchLink>; Department of Computer Science, Quaid-i-Azam University, Islamabad, Pakistan.<br /><searchLink fieldCode="AU" term="%22Alturise+F%22">Alturise F</searchLink>; Department of Cybersecurity, College of Computer, Buraydah, Saudi Arabia.<br /><searchLink fieldCode="AU" term="%22Alkhalaf+S%22">Alkhalaf S</searchLink>; Department of Computer Engineering, College of Computer, Buraydah, Saudi Arabia.
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  Data: <searchLink fieldCode="JN" term="%22101563288%22">Scientific reports</searchLink> [Sci Rep] 2026 Jun 22. <i>Date of Electronic Publication: </i>2026 Jun 22.
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  Data: <i>Publisher: </i><searchLink fieldCode="PB" term="%22Nature+Publishing+Group%22">Nature Publishing Group </searchLink><i>Country of Publication: </i>England <i>NLM ID: </i>101563288 <i>Publication Model: </i>Print-Electronic <i>Cited Medium: </i>Internet <i>ISSN: </i>2045-2322 (Electronic) <i>Linking ISSN: </i><searchLink fieldCode="IS" term="%2220452322%22">20452322 </searchLink><i>NLM ISO Abbreviation: </i>Sci Rep <i>Subsets: </i>MEDLINE
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        Value: 10.1038/s41598-026-56139-8
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        Text: English
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            – D: 22
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              Text: 2026 Jun 22
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