Spread of harmful substances in the atmosphere of industrial cities of Kazakhstan: modeling and data refinement
Temirbekov N. Tamabay D. Tanashova M.
January 2025Institute of Advanced Engineering and Science
Indonesian Journal of Electrical Engineering and Computer Science
2025#37Issue 1636 - 647 pp.
In Kazakhstan, air pollution in industrial cities poses a significant challenge that requires urgent attention. This study investigates the dispersion of harmful pollutants in the air across nine prominent industrial cities in Kazakhstan. The research involves modeling the emissions from major pollution sources for each city, which provides a comprehensive view of how these substances spread through the atmosphere. The study also examines the distribution patterns of these pollutants to gauge their concentration levels in each urban area. Additionally, it addresses the inverse problem of data assimilation from automated monitoring stations (AMS), aiming to refine the information on pollution sources. By utilizing the conjugate equations method, the study successfully converged to an accurate solution. Detailed visualizations for Almaty, Ust-Kamenogorsk, and Pavlodar illustrate the pollution dynamics and pinpoint the most affected regions. These findings are crucial for formulating strategies to mitigate the adverse effects of industrial emissions on both the environment and public health.
Conjugate equations method , Data assimilation , Distribution of harmful , Industrial cities of Kazakhstan , substances , Transport equation
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National Engineering Academy of RK, Almaty, Kazakhstan
Department of Mathematical and Computer Modeling, Faculty of Mechanics and Mathematics, Al-Farabi Kazakh National University, Almaty, Kazakhstan
National Engineering Academy of RK
Department of Mathematical and Computer Modeling
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