Forecasting of air pollution with time series and multiple regression models in Sofia, Bulgaria

Forecasting of air pollution with time series and multiple regression models in Sofia, Bulgaria

Air pollution is one of the serious environmental problems. The high concentrations of particulate matter can have a serious impact over human health and ecosystems, especially in highly urbanized areas. In this regard, the present study employs a combined ARIMA-Multiple Linear Regression modelling...

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Bibliographic Details
Main Authors: Nikolay Stoyanov, Antonia Pandelova, Tzanko Georgiev, Julia Kalapchiiska, Bozhidar Dzhudzhev
Format: Article
Language:English
Published: Vilnius Gediminas Technical University 2023-08-01
Series:Journal of Environmental Engineering and Landscape Management
Subjects:
Integrated Autoregressive Moving Average (ARIMA)
multiple linear regression
air pollution
PM10
meteorological variables
Online Access:https://journals.vilniustech.lt/index.php/JEELM/article/view/19467

Internet

https://journals.vilniustech.lt/index.php/JEELM/article/view/19467

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