Evidence map›Paper›PMID 41840029›Full record

ArticleScientific reports2026

Modeling the impact of aerial water spray on the dynamics of anthropogenic pollutants to sustain industrialization.

Gauri Agrawal, A K Misra, Alok Kumar Agrawal, Mohammad Sajid

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

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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

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

4 authors.

Gauri AgrawalAmity School of Applied Sciences, Amity University Uttar Pradesh, Lucknow Campus, 226028, Uttar Pradesh, India.
A K MisraDepartment of Mathematics, Institute of Science, Banaras Hindu University, Varanasi, 221005, Uttar Pradesh, India.
Alok Kumar AgrawalAmity School of Applied Sciences, Amity University Uttar Pradesh, Lucknow Campus, 226028, Uttar Pradesh, India.
Mohammad SajidDepartment of Mechanical Engineering, College of Engineering, Qassim University, Buraydah, Saudi Arabia. msajd@qu.edu.sa.

Funding

Qassim University QU-APC-2026
6 · The paper itself

Abstract

This study introduces a novel nonlinear mathematical model by considering three dynamic variables: densities of human population and industries, and concentration of atmospheric pollutants. The formulated model assumes that the industries are established proportional to the density of human population for their livelihood, posing serious health risks due to the emission of pollutants. Also, due to atmospheric pollutants, the government mandates the relocation of industries. The formulated model exhibits a unique, two or three-interior equilibria depending on parameter values, which further elicits the robust behavior and rich dynamics. Bifurcation analysis shows the emergence of transcritical, saddle-node, and supercritical Hopf bifurcations when the establishment rate of industries crosses a critical threshold. The model is further extended using a sustainable pollution mitigation strategy 'water spraying', revealing the results that when water is sprayed proportional to the atmospheric pollutants, the equilibrium value of concentration of pollutants decreases under a specific condition; this minimizes the negative effect of pollution on human population and terminates the limit cycle oscillations, which leads to gain stability along with the industrialization. Also, at the fixed establishment rate of industries, the stability region enhances on increasing the spraying rate of water. It is also obtained that to reduce the atmospheric pollutants, the natural depletion rate of pollutants as well as scavenging rate of pollutants due to sprayed water should be large; and if the relocation of industries is unattainable then the minimization of pollutant's emission due to anthropogenic or industrial activities or both together also work effectively.

Indexed as

Atmospheric pollutantsBifurcationsHuman populationMathematical modelWater spraying

Identifiers

PMID41840029
PMCPMC13125461

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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.