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Air Pollution Risk Assessment using Air Quality Index (AQI)
Open Access Journal of Pulmonary & Respiratory Sciences, 2017 openaire +1 more source
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Predicting Air Quality Index using Ensemble Machine Learning
ADI Journal on Recent Innovation (AJRI), 2023This study focuses on utilizing Ensemble Machine Learning to predict and forecast the Air Quality Index (AQI). The research is motivated by the adverse effects of industrialization and population growth on air quality, leading to detrimental impacts on ...
Marviola Hardini +4 more
semanticscholar +1 more source
International Journal of Environment and Pollution, 2009
In an attempt to meet the public's needs for information on air quality a variety of indexes have been developed and they continue to evolve. To show the complexity and the diversity of such indices, a variety of current air quality indices are described here and compared in regard to their performance and ability to deliver quality information.
Shooter, D, Brimblecombe, P
openaire +1 more source
In an attempt to meet the public's needs for information on air quality a variety of indexes have been developed and they continue to evolve. To show the complexity and the diversity of such indices, a variety of current air quality indices are described here and compared in regard to their performance and ability to deliver quality information.
Shooter, D, Brimblecombe, P
openaire +1 more source
Analysis and forecasting of air quality index based on satellite data
Inhalation Toxicology, 2023Objective The air quality index (AQI) forecasts are one of the most important aspects of improving urban public health and enabling society to remain sustainable despite the effects of air pollution. Pollution control organizations deploy ground stations
Tinku Singh +3 more
semanticscholar +1 more source
Atmospheric Environment (1967), 1975
Abstract Publication of a daily Air Quality Index, provided by the New Jersey State Department of Environmental Protection, Bureau of Air Pollution Control, began on 15 May 1972. The Index is intended to provide both interested citizens and persons with a professional interest in air pollution with the best available information on levels of four ...
V J, Marchesani +5 more
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Abstract Publication of a daily Air Quality Index, provided by the New Jersey State Department of Environmental Protection, Bureau of Air Pollution Control, began on 15 May 1972. The Index is intended to provide both interested citizens and persons with a professional interest in air pollution with the best available information on levels of four ...
V J, Marchesani +5 more
openaire +2 more sources
Science of The Total Environment, 2015
Vehicle emissions are responsible for a considerable share of urban air pollution concentrations. The traffic air quality index (TAQI) is proposed as a useful tool for evaluating air quality near roadways. The TAQI associates air quality with the equivalent emission from traffic sources and with street structure (roadway structure) as anthropogenic ...
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Vehicle emissions are responsible for a considerable share of urban air pollution concentrations. The traffic air quality index (TAQI) is proposed as a useful tool for evaluating air quality near roadways. The TAQI associates air quality with the equivalent emission from traffic sources and with street structure (roadway structure) as anthropogenic ...
openaire +2 more sources
A Machine Learning Framework for Forecasting Air Quality Index
2025 International Russian Smart Industry Conference (SmartIndustryCon)Air pollution involves complex interactions between meteorological factors, emissions, geographical features, and human activities. Traditional statistical models often struggle to capture these non-linear and multi-dimensional relationships, while ...
S. Akhatkulov, Islom Yalgoshev
semanticscholar +1 more source
Prediction and Analysis of Air Quality Index using Machine Learning Algorithms
2022 IEEE International Conference on Data Science and Information System (ICDSIS), 2022Pollution is the most indispensable and upsetting issues faced in today’s day to day life in the world. Over 5000 individuals will lose their life daily due to the various infections of pollution. Air contamination has been perceptible as one of the main
B. Parameshachari +5 more
semanticscholar +1 more source