Evidence map›Paper›PMID 41426628›Full record

ArticleEcology and evolution2025

Two Decades of Human-Elephant Conflict in Jharkhand: Spatial and Ecological Drivers of Human Fatalities.

Kalpana Roy, Ramesh Kumar Pandey, Athira N Ganesan, Ananya Dutta, Dheeraj Mittal, Parag Nigam, Anukul Nath, Bilal Habib

Abstract read
In one paragraph

Article in Ecology and evolution, 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

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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

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

8 authors.

Kalpana RoyWildlife Institute of India Dehradun India.
Ramesh Kumar PandeyWildlife Institute of India Dehradun India.
Athira N GanesanWildlife Institute of India Dehradun India.
Ananya DuttaWildlife Institute of India Dehradun India.
Dheeraj MittalMinistry of Environment Forest and Climate Change (MoEFCC) New Delhi India.
Parag NigamWildlife Institute of India Dehradun India.
Anukul NathWildlife Institute of India Dehradun India.ORCID https://orcid.org/0000-0003-3668-2640
Bilal HabibWildlife Institute of India Dehradun India.ORCID https://orcid.org/0000-0003-0040-6214

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Human-Elephant Conflict (HEC) is a major issue in South Asia, especially in India, where rapid development and increased human-elephant overlap intensify the problem. We analyzed human fatality and injury patterns over 23 years (2000-2023) in Jharkhand, identified influencing factors, and prioritized villages for targeted mitigation. We collected data from 22 Forest Divisions, comprising 1740 incidents, including 1340 fatalities and 400 injuries, predominantly in Ranchi, Khunti, and East Singhbhum. The rise in conflict incidents during the monsoon season could be associated with poor visibility. Spatial analysis revealed that conflict hotspots are concentrated near protected areas and fragmented forest habitats. High-conflict villages exhibit greater cropland and built-up areas, while medium- and low-conflict villages show variability in land use patterns. Landscape fragmentation metrics, such as forest patch density, are significantly associated with conflict intensity, emphasizing the role of habitat degradation and fragmentation. Proximity to forests, water sources, roads, and elephant reserves strongly influences conflict risks. While urbanization disrupts elephant corridors, forest-edge areas near agricultural zones are critical conflict zones. Therefore, mitigation strategies must prioritize high-conflict villages, including villages Ramua, Chatambari, Gerapokhar, Gagi, Bhatin, and Koderma, through targeted interventions. Our study highlights the necessity of integrating ecological and socio-economic dimensions into conflict mitigation, emphasizing habitat restoration, land use, and targeted infrastructure planning, and community engagement. By implementing such measures, it is possible to reduce the underlying drivers of HEC, thereby safeguarding human lives while ensuring elephant conservation and contributing to broader biodiversity and ecosystem health goals.

Indexed as

conflictelephanthuman fatalitiesmonsoonRanchi

Identifiers

PMID41426628
PMCPMC12713083

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LicenceCC BY
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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.