Impact of COVID-19 Lockdowns on air quality in Bangladesh : Analysis and AQI forecasting with support vector regression

• Main Authors: Hossain, Mohammed Tahmid, Hossain, Afra, Meem, Sabrina Masum, Monir, Md Fahad, Miah, Md Saef Ullah, Talha, Sarwar
• Format: Conference or Workshop Item
• Language: English; English
• Published: Institute of Electrical and Electronics Engineers Inc. 2023
• Subjects: QA75 Electronic computers. Computer science; QA76 Computer software; T Technology (General); TA Engineering (General). Civil engineering (General)
• Online Access: http://umpir.ump.edu.my/id/eprint/38768/1/Impact%20of%20COVID-19%20lockdowns%20on%20air%20quality%20in%20Bangladesh.pdf; http://umpir.ump.edu.my/id/eprint/38768/2/Impact%20of%20COVID-19%20Lockdowns%20on%20air%20quality%20in%20Bangladesh_Analysis%20and%20AQI%20forecasting%20with%20support%20vector%20regression_ABS.pdf; http://umpir.ump.edu.my/id/eprint/38768/; https://doi.org/10.1109/INCET57972.2023.10169997

Over the past few decades, air pollution has emerged as a significant environmental hazard, causing premature deaths in Southeast Asia. The proliferation of industrialization and deforestation has resulted in an alarming increase in pollution levels. However, the COVID-19 pandemic has significantly...