Evidence map›Paper›PMID 41951761›Full record

ArticleScientific reports2026

Seasonal controls on groundwater irrigation quality in a semi-arid granitic watershed of Telangana, India: an integrated IWQI-GIS-multivariate approach.

Mamatha Ullengula, Ratnakar Dhakate, N Subba Rao, Pradeep Kumar Badapalli, K V Suryabhagavan, Sakram Gugulothu, Nandita Mahanta

Abstract read
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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

7 authors.

Mamatha UllengulaDepartment of Geology, Osmania University, Hyderabad, 500007, India.
Ratnakar DhakateCSIR-National Geophysical Research Institute, Hyderabad, 500007, India.
N Subba RaoDepartment of Geology, Andhra University, Visakhapatnam, 530003, India.ORCID http://orcid.org/0000-0002-4686-3480
Pradeep Kumar BadapalliCSIR-National Geophysical Research Institute, Hyderabad, 500007, India.
K V SuryabhagavanSchool of Earth Sciences, Addis Ababa University, P.O. Box 1176, Addis Ababa, Ethiopia. drsuryabhagavan@gmail.com.ORCID http://orcid.org/0000-0003-2528-9106
Sakram GugulothuCSIR-National Geophysical Research Institute, Hyderabad, 500007, India.
Nandita MahantaDepartment of Geology, Utkal University, Vani Vihar, Bhubaneswar, Odisha, 751004, India.ORCID http://orcid.org/0000-0002-2569-9319

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Groundwater is a vital resource for irrigation in arid and semi-arid regions. This study evaluates groundwater suitability for irrigation in the granitic watershed of Dilawarpur Mandal, Nirmal District, Telangana, India, using 61 groundwater samples collected during pre- and post-monsoon seasons. Major physicochemical parameters (pH, EC, TDS, Ca

Indexed as

GISGranite terrainGroundwater qualityIWQIMultivariate analysisSeasonal variation

Identifiers

PMID41951761
PMCPMC13219466

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LicenceCC BY-NC-ND
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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.