Fourth Edition of the International Conference on Research in Applied Mathematics and Computer Science ICRAMCS 2022
 March 24-25-26, 2022
Online and Face-to-Face Conference

ICRAMCS, 4 (2022) | Proceedings ISSN: 2605-7700

Research Communication | Open Access
Volume 2022 | Communication ID 58
Forecasting concentration PM2.5 levels with a hybrid CNN-LSTM model.
Abdellatif Bekkar
Academic Editor: Youssef EL FOUTAYENI
Received
Accepted
Published
December 26, 2021
March 03, 2060
April 15, 2060

Abstract: During the last many years, with the development of the urban industry. Air quality problems directly affect the normal life of residents. Among air pollutants, fine particles (PM2.5) consist of suspended particles with a diameter of 2.5 μm or less. This pollutant can damage the respiratory and cardiovascular systems of the human body. A good forecasting model, to predict the level of PM2.5 concentration, can alert and help decision-makers adopt better prevention and safety strategies in order to save citizens' lives. In this paper, a CNN-LSTM hybrid model is proposed to predict the hourly ...