Enhancing PM2.5 Prediction Using NARX-Based Combined CNN and LSTM Hybrid Model

ASAEA Moursi, N El-Fishawy, S Djahel, MA Shouman - Sensors, 2022 - mdpi.com
In a world where humanity's interests come first, the environment is flooded with pollutants
produced by humans' urgent need for expansion. Air pollution and climate change are side …

Development of equations to predict the concentration of air pollutants indicators in Yazd City, Iran

H Moradi, A Talaiekhozani, H Kamyab… - Journal of Inorganic and …, 2024 - Springer
Air pollution has become a major issue in all major cities throughout the world. Predicting air
pollution can help to mitigate its detrimental consequences. The purpose of this study is to …

Temporal and spatial characteristics of meteorological elements in the vertical direction at airports and hourly airport visibility prediction by artificial intelligence …

J Ding, G Zhang, J Yang, S Wang, B Xue, X Du, Y Tian… - Sustainability, 2022 - mdpi.com
Based on second-level L-band sounding data, the vertical distribution and variation of
meteorological elements at airports in 2010–2020 are investigated. At the same time, the …

Air quality modeling for effective environmental management in Uttarakhand, India: a comparison of logistic regression and naive bayes

A Pant, S Sharma, RC Joshi - Journal of Air Pollution and Health, 2022 - japh.tums.ac.ir
Introduction: Air pollution increases the load of hospitalization cases, especially for those
who have respiratory problems. For effective environmental management, this study aims to …

Relationship between visibility, air pollution index and annual mortality rate in association with the occurrence of rainfall—a probabilistic approach

G Majewski, B Szeląg, A Białek, M Stachura… - Energies, 2021 - mdpi.com
An innovative method was proposed to facilitate the analyses of meteorological conditions
and selected air pollution indices' influence on visibility, air quality index and mortality. The …