Timely regional air quality forecasting in a city is crucial and beneficial for supporting
environmental management decisions as well as averting serious accidents caused by air …

An accurate and effective air quality index (AQI) forecasting is one of the necessary
conditions for the promotion of urban public health, and to help society to be sustainable …

Accurate and reliable air quality index (AQI) forecasting is extremely crucial for ecological
environment and public health. A novel optimal-hybrid model, which fuses the advantage of …

Abstract Recurrent Neural Networks (RNNs) and Long Short-Term Memory (LSTM) networks
are utilized to capture the dynamic trends of 15 environmental parameters including …

This review is part of a series synthesizing peer‐reviewed literature from the past decade on
environmental monitoring in the oil sands region (OSR) of northeastern Alberta. It focuses on …

Accurate prediction of PM2. 5 and other air pollutants concentration can provide early
warning information for sustainable urban pollution control, urban construction and travel …

The fine particulate matter (PM2. 5) concentration has been a vital source of info and an
essential indicator for measuring and studying the concentration of other air pollutants. It is …

Exposure to high concentration PM2. 5 will increase the risk of human illness and death, so
it is of great significance to establish a high-accuracy PM2. 5 prediction model. Because …

Volatile organic compounds (VOCs) has consistently been linked to ozone (O 3) and
secondary organic aerosol (SOA) formation, and ongoing emission policies are primarily …

Tropospheric ozone (O 3) is an important air pollutant that affects human health,
ecosystems, and climate. The contributions of O 3 precursor emissions from different …