Article

Integrating Artificial Intelligence and Machine Learning to Forecast Air Pollution Impacts on Climate Variability and Public Health

2025-11-03

Abstract excerpt

<h4>ABSTRACT</h4> This study presents a machine learning based simulation for predicting air pollution impact on climate temperature fluctuations and human health. Using synthetic data generated through statistical modeling, seven types of air pollution sources and seven key pollutants were simulated. Machine learning models, including Random Forest, XGBoost, Neural Networks, and others, were applied to evaluate...

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Identifiers and source

Literature Corpus work: 5ff40e99-fe20-5966-80f3-59001295ff32
DOI: 10.1101/2025.10.31.685968

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