Evidence map›Paper›PMID 42700294›Full record

ArticleEnvironmental geochemistry and health2026

Assam's Digaru River under threat: Integrated water quality and human health risk assessment of an industry-laden system through the lens of multivariate statistics and water quality indexing.

K Zamminsion, Jasraj Kumawat, Siddhant Dash, Ajay S Kalamdhad

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Article in Environmental geochemistry and health, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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1 · What the graph read from it

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The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

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3 · Its place in the literature

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4 · The record

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5 · Who and what money

Authors and funding

4 authors.

K ZamminsionCentre for the Environment, Indian Institute of Technology Guwahati, Guwahati, Assam, 781039, India. k.zamminsion@iitg.ac.in.ORCID http://orcid.org/0009-0001-7520-7132
Jasraj KumawatCentre for Sustainable Technologies, Indian Institute of Science, Bengaluru, Karnataka, 560012, India.
Siddhant DashDepartment of Environmental and Civil Engineering, Toyama Prefectural University,, 5180 Kurokawa, Imizu, Toyama, 939-0398, Japan. siddhant.iitg@gmail.com.ORCID http://orcid.org/0000-0002-0440-1296
Ajay S KalamdhadCentre for the Environment, Indian Institute of Technology Guwahati, Guwahati, Assam, 781039, India.ORCID http://orcid.org/0000-0002-6831-4909

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

River contamination in India has become a critical issue owing to gross mismanagement of resources, poor planning, and limited understanding of contaminant dynamics. In this context, we conducted a systematic yet comprehensive study of the Digaru River, a tributary of the Brahmaputra River, which has been subjected to untreated municipal and industrial discharges for many decades. We analysed thirty physicochemical water quality parameters through periodic monitoring, focusing on identifying pollution sources and contaminant correlations using multivariate statistics. To assess river health, we employed a novel Modified Entropy-Weighted Water Quality Index (MEWQI) and assessed human health risks associated with it. Based on 144 samples collected over four seasons, the study highlighted strong spatiotemporal variability and limited self-replenishment, with monsoon months showing significantly elevated pollutants, including turbidity (> 500 NTU, mean: 56 ± 104), BOD

Indexed as

Environmental MonitoringRiversWater Pollutants, ChemicalWater QualityHumansIndiaIndustryMetals, HeavyMultivariate AnalysisRisk AssessmentSeasonsMetals, HeavyWater Pollutants, ChemicalHeavy metalsIndustrial pollutionMultivariate statisticsRisk assessmentSpatiotemporal monitoringWater quality indices

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.