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

Chelloug SA, Nazir S, Khan R, Khattak MAK, Alturise F, Alkhalaf S

DOI: 10.1038/s41598-026-56139-8
Published: 2026 Jun 22
Container: Scientific reports
Publisher: Not recorded
Open access: yes

Credibility signals

limited evidence Score 45/100 under policy 1.0.0. This is a metadata assessment, not a judgment of the paper's conclusions.

Show all credibility signals

cautionDOI registered: No matching Crossref record was present in this response. Source: Crossref; license: CC0 metadata
cautionDOI resolves: No matching Crossref record was present in this response. Source: Crossref; license: CC0 metadata
not scoredDirectory of Open Access Journals: No matching DOAJ record was present in this response. No allow-list match; this is not evidence of low credibility. Source: DOAJ; license: CC0
not scoredMEDLINE indexed: Not checked or no result supplied; no credibility inference made. Source: No authority result supplied; license: Unknown
not scoredOpenAlex core source: Not checked or no result supplied; no credibility inference made. Source: No authority result supplied; license: Unknown
not scoredKnown publisher allow-list: Not checked or no result supplied; no credibility inference made. Source: No authority result supplied; license: Unknown
not scoredROR affiliation: Not checked or no result supplied; no credibility inference made. Source: No authority result supplied; license: Unknown
not scoredRetraction Watch retraction: No retraction notice matched this DOI in the deployed snapshot. No matching event found; coverage may be incomplete. Source: Retraction Watch; license: CC BY 4.0
not scoredRetraction Watch expression of concern: No expression of concern notice matched this DOI in the deployed snapshot. No matching event found; coverage may be incomplete. Source: Retraction Watch; license: CC BY 4.0
not scoredRetraction Watch correction: No correction notice matched this DOI in the deployed snapshot. No matching event found; coverage may be incomplete. Source: Retraction Watch; license: CC BY 4.0
not scoredRetraction Watch reinstatement: No reinstatement notice matched this DOI in the deployed snapshot. No matching event found; coverage may be incomplete. Source: Retraction Watch; license: CC BY 4.0
supportingOpen access status: Normalized open-access status: open. Source: Normalized work metadata; license: Caller-provided; provenance license not supplied to scorer
not scoredPublication license: Not checked or no result supplied; no credibility inference made. Source: No authority result supplied; license: Unknown
not scoredPublication version: A publication version was supplied but is not scored. Source: Normalized work metadata; license: Caller-provided; provenance license not supplied to scorer
cautionMetadata completeness: 5 of 6 scored descriptive metadata groups are present; missing fields increase uncertainty. Source: Normalized work metadata; license: Caller-provided; provenance license not supplied to scorer

Cite this work

BibTeX

@article{allodium:10.1038/s41598-026-56139-8,
  title = {A lightweight hybrid framework for real-time data refinement in resource-constrained underwater and underground wireless sensor networks.},
  author = {Chelloug SA and Nazir S and Khan R and Khattak MAK and Alturise F and Alkhalaf S},
  year = {2026},
  journal = {Scientific reports},
  doi = {10.1038/s41598-026-56139-8},
  url = {https://doi.org/10.1038/s41598-026-56139-8}
}

RIS

TY  - JOUR
TI  - A lightweight hybrid framework for real-time data refinement in resource-constrained underwater and underground wireless sensor networks.
AU  - Chelloug SA
AU  - Nazir S
AU  - Khan R
AU  - Khattak MAK
AU  - Alturise F
AU  - Alkhalaf S
PY  - 2026
JO  - Scientific reports
DO  - 10.1038/s41598-026-56139-8
UR  - https://doi.org/10.1038/s41598-026-56139-8
ER  -

APA

SA, C., S, N., R, K., MAK, K., F, A., & S, A. (2026). A lightweight hybrid framework for real-time data refinement in resource-constrained underwater and underground wireless sensor networks.. Scientific reports. https://doi.org/10.1038/s41598-026-56139-8

Source records

pubmed · retrieved 2026-09-26T06:59:57.128Z