Evidence map›Paper›PMID 42670997›Full record

ArticleJournal of water and health2026

Spatial-temporal variability of metals and organic carbon in the upper awash and implications for TOC removal at Koka Water Treatment Plant (Ethiopia).

Emeru Assefa, Tesema Kebede, Meseret Dessalegne, Seyoum Bezabih

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Article in Journal of water 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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0citing papers in PubMed
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1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

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.

2 · The registry

The trial behind it

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Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

4 authors.

Emeru AssefaHaramaya University, Institute of Technology, Harar, Ethiopia E-mail: emeru.assefa@gmail.com.ORCID https://orcid.org/0000-0001-8361-6860
Tesema KebedeHaramaya University, Institute of Technology, Harar, Ethiopia.ORCID https://orcid.org/0000-0002-4970-6683
Meseret DessalegneEthiopian Institute of Water Resources, Addis Ababa University, Addis Ababa, Ethiopia.ORCID https://orcid.org/0000-0002-1462-5349
Seyoum BezabihEthiopian Institute of Agricultural Research, Addis Ababa, Ethiopia.ORCID https://orcid.org/0009-0001-6551-1173

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

This study assessed spatial and temporal variations of metals and TOC in the Upper Awash Basin and their effects on TOC removal efficiency at the Koka Water Treatment Plant. Water samples were collected from river sites and the treatment plant influent during three dry and three wet months (May 2023-September 2024) to assess seasonal and spatial variations in water quality. Metal concentrations were quantified using inductively coupled plasma optical emission spectrometry (ICP-OES), while TOC was measured using a TOC analyzer. Spatial distribution patterns and pollution hotspots were identified using Ordinary Kriging in QGIS. Average total measured metal concentrations and influent TOC were approximately 1,546 μg/L and 29.63 mg/L, respectively, yielding a mean TOC removal efficiency of 57.52%. At the Koka Water Treatment Plant, higher concentrations of total measured metals and influent TOC were associated with lower TOC removal efficiency, indicating that elevated contaminant loading may adversely affect treatment performance. Dry-season concentrations generally exceeded wet-season levels. Spatial analysis identified the Akaki and Mojo Rivers as major metal hotspots, while Koka Lake and upstream hydropower reservoirs were key contributors to TOC. These findings highlight critical source areas that require targeted watershed management interventions to sustain drinking water treatment performance.

Indexed as

CarbonMetalsRiversWater Pollutants, ChemicalWater PurificationEnvironmental MonitoringSeasonsCarbonMetalsWater Pollutants, ChemicalAwash Rivergeostatistical dynamicsKrigingmetalsQGISTOC

Identifiers

PMID42670997

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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.