Evidence map›Paper›PMID 41986495›Full record

ArticleScientific reports2026

Spatio-temporal profiling of coastal hazard / vulnerability assessment along the Gujarat coast, India, over a period of 35 years.

Chandra Shekhar Dwivedi, Ananya Modak, Manali Santra, Arvind Chandra Pandey, Prem Chandra Pandey, Debashis Mitra, Navneet Kumar, Komali Kantamaneni

Abstract read
PubMed Full text at PMC Publisher
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

8 authors.

Chandra Shekhar DwivediDepartment of Geoinformatics, Central University of Jharkhand, Ranchi, Jharkhand, 835205, India.
Ananya ModakDepartment of Geoinformatics, Central University of Jharkhand, Ranchi, Jharkhand, 835205, India.
Manali SantraDepartment of Geoinformatics, Central University of Jharkhand, Ranchi, Jharkhand, 835205, India.
Arvind Chandra PandeyDepartment of Geoinformatics, Central University of Jharkhand, Ranchi, Jharkhand, 835205, India. arvind.pandey@cuj.ac.in.
Prem Chandra PandeyDepartment of Life Sciences, School of Natural Sciences, Shiv Nadar Institution of Eminence (deemed to be University), Greater Noida, Uttar Pradesh, India.
Debashis MitraMarine and Atmospheric Sciences Department, Indian Institute of Remote Sensing, (IIRS-ISRO), Dehradun, Uttarakhand, India.
Navneet KumarDivision of Ecology and Natural, Resources Management, Center for Development Research (ZEF), University of Bonn, 53113, Bonn, Germany. nkumar@uni-bonn.de.
Komali KantamaneniSchool of Engineering and Computing, University of Lancashire, Preston, PR1 2HE, UK.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

PubMed holds no abstract for this paper.

Indexed as

Coastal Vulnerability Index (CVI)Geospatial modellingGujarat coastSea level riseShoreline change

Identifiers

PMID41986495
PMCPMC13320165

What OpenQuestion holds

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Registered trials

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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.