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Source apportionment, drinking water quality prediction and health risk appraisal of groundwater nitrate using hydrochemistry, machine learning and Monte Carlo simulation - A case study from the Suruliyar River basin, South India

Crossref DOI link: https://doi.org/10.1007/s10653-026-03008-y

Published Online: 2026-02-04

Published Print: 2026-02

Update policy: https://doi.org/10.1007/springer_crossmark_policy

Authors

Karunanidhi, D.

Raj, M. Rhishi Hari

Subramani, T.

Roy, Priyadarsi D.
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Text and Data Mining valid from 2026-02-01

Version of Record valid from 2026-02-01
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Article History

Received: 8 December 2025

Accepted: 13 January 2026

First Online: 4 February 2026

Declarations

:

: The authors declare that they have no known conflict of interests or personal relationships that could have appeared to influence the work reported in this paper.

: Not applicable.

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