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Evaluation and prediction of seasonal variation in surface water chemistry for beneficial use of drinking, irrigation, and industrial in Mahanadi River of Paradip area, Odisha, India, using an GIS: integrated water quality indices, and machine learning approaches

Crossref DOI link: https://doi.org/10.1007/s13201-026-02933-8

Published Online: 2026-08-12

Published Print: 2026-09

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

Authors

Das, Abhijeet https://orcid.org/0000-0003-4599-5462
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Text and Data Mining valid from 2026-08-12

Version of Record valid from 2026-08-24
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Article History

Received: 1 September 2025

Accepted: 21 July 2026

First Online: 12 August 2026

Declarations

Conflict of interest: The authors declare no conflict of interest to any party. The statements and opinions expressed in this article do not necessarily reflect those of any institutions mentioned in the list of affiliations. The corresponding author certify that they have no affiliations with or involvement in any organization or entity with any financial interest or non-financial in the subject matter or materials discussed in this manuscript.

Consent to ethics: Not applicable.

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