Evidence map›Paper›PMID 42103988›Full record

ArticleScientific reports2026

The impact of urbanization on groundwater quality and recharge using remote sensing and GIS techniques.

J C Chukwuneke, J I Ubah, J I Awu, V A Arazu, E C Chukwuma

Abstract read
In one paragraph

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

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
–field-weighted citation impact
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

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

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

5 authors.

J C ChukwunekeDepartment of Civil Engineering, Chukwuemeka Odimegwu Ojukwu University, Uli, Anambra State, Nigeria.
J I UbahDepartment of Agricultural and Bioresources Engineering, Nnamdi Azikwe University Awka, Awka, Anambra State, Nigeria.
J I AwuLand and Water Engineering Management, National Centre for Agricultural Mechanization, Ilorin, Kwara State, Nigeria.
V A ArazuDepartment of Science Laboratory Technology, University of Nigeria, Nsukka, Nigeria.
E C ChukwumaDepartment of Agricultural and Bioresources Engineering, Nnamdi Azikwe University Awka, Awka, Anambra State, Nigeria. Chukwuma@utab.ac.rw.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Rapid urbanization has profound impacts on land cover, hydrological processes, and groundwater sustainability, this is a global challenge. This study assessed the influence of urban expansion on groundwater recharge and quality between 2013 and 2024 using an integrated Remote Sensing-Geographical Information System framework in Nnewi, Anambra State, Nigeria. Multi-temporal Landsat imagery, Digital Elevation Models, soil data, rainfall records, and hydrogeological information were processed to derive land-use/land-cover classes and spectral indices including NDVI, NDWI, NBR, and NDBI. Groundwater recharge potential was quantified using a GIS-based multi-criteria evaluation in which land cover, soil permeability, slope, drainage density, and rainfall were standardized and weighted to reflect their relative influence on infiltration. A weighted overlay model generated a recharge index ranging from 0 to 1. Recharge-prone zones cover 27.86% of the study area; however, the mean recharge value of 0.14 and median of 0.00 indicate that most of the landscape has low infiltration capacity, with recharge spatially restricted to limited vegetated and permeable zones. Results revealed substantial environmental changes over two decades. The Normalized Difference Vegetation Index (NDVI) showed a 71.13% decline in vegetation density, while the Normalized Difference Water Index (NDWI) indicated persistently low surface water availability. The Normalized Burn Ratio (NBR) demonstrated increasing land degradation and vegetation loss, whereas the Normalized Difference Built-Up Index (NDBI) confirmed significant urban expansion. Land cover analysis indicated increased impervious surfaces, which now occupy 11.48% of the study area, reducing infiltration capacity. Recharge zones were found to cover 27.86% of the landscape, with a mean recharge potential of 0.14, suggesting limited groundwater replenishment. Urban extent expanded from 51.72% to 57.45%, reflecting an 11.08% growth in built-up areas, strongly correlating with reduced recharge. Water quality analysis revealed spatial variability in physicochemical parameters. Mean concentrations of total dissolved solids, nitrates, and electrical conductivity were higher in densely urbanized zones, and maximum values of some parameters exceeded recommended drinking water limits in localized areas. The Water Quality Index classified parts of the area as good to poor, with poorer quality concentrated near industrial and high-density residential zones. Hence, the findings demonstrate a clear linkage between urban expansion, recharge suppression, and emerging groundwater quality deterioration, providing a basis for sustainable land-use planning and groundwater protection strategies.

Indexed as

GISGroundwater rechargeLand cover changeRemote sensing indicesUrbanization

Identifiers

PMID42103988
PMCPMC13341892

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC-ND
Read underepoch 390

Registered trials

None linked

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.