Evidence map›Paper›PMID 41162452›Full record

ArticleScientific reports2025

Assessing groundwater vulnerability in the intermountain plains of Metro Hilir watershed Malang.

Ferryati Masitoh, Alfi Nur Rusydi, Fatwa Ramdani

Abstract read
In one paragraph

Article in Scientific reports, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing 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

1 citing paper in PubMed.

  1. Article
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

3 authors.

Ferryati MasitohDepartment of Geography, Faculty of Social Sciences, Universitas Negeri Malang, Malang, Indonesia.
Alfi Nur RusydiDepartment of Information Systems, Faculty of Computer Science, Universitas Brawijaya, Malang, Indonesia.
Fatwa RamdaniDepartment of International Public Policy, Graduate School of Humanities and Social Sciences, University of Tsukuba, Tsukuba, Japan. fatwa.ramdani.gw@u.tsukuba.ac.jp.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Groundwater vulnerability assessment is crucial, particularly in developing regions. The Metro Hilir Watershed is located in an intermountain plain area dominated by rural agricultural land. The purpose of this study is to identify, map, and analyze the vulnerability of groundwater to pollution through the DRASTIC Landuse Model in the Metro Hilir watershed. The DRASTIC Landuse model was employed, a highly suitable approach for groundwater vulnerability assessment. Surveys on shallow dug wells were conducted to obtain depth to water table information, and well water samples were collected to determine Nitrate levels. Geoelectric tests were also used to gather aquifer information and hydraulic conductivity. Secondary data was utilized to acquire rainfall, soil media, and topography information. Google Earth Engine analysis was employed to obtain 2024 Landuse data. The DRASTIC Landuse analysis was classified to determine groundwater vulnerability classes for the aquifer. Results indicate that 91.63% of the study area falls within the moderate to high vulnerability class. Moderate vulnerability classes are distributed in the eastern and southwestern parts, while high classes are located from the northwest extending to the southern area of the study region. Model validation was conducted using water quality parameters, specifically Nitrate, and the model was deemed valid. Sensitivity analysis revealed that the Hydraulic Conductivity and Impact on the Vadose Zone parameters show sensitivity to input changes and have a substantial impact on vulnerability. The findings of this research can inform decision-making processes for groundwater quality management in the Metro Hilir Watershed.

Indexed as

DRASTIC landuseGroundwaterGroundwater vulnerabilityLanduse

Identifiers

PMID41162452
PMCPMC12572267

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.