Aerosol and Air Quality Research, 2020 Both the air quality index (AQI) and indicatory air pollutants of Anqing, Hefei, and Suzhou near central China from 2017 to 2019, and the impact of COVID-19 epidemic prevention and control actions on air quality were investigated.
Kaijie Xu +6 more
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Association between air quality index and effects on emergency department visits for acute respiratory and cardiovascular diseases. [PDF]
PLoS One, 2023 Background and objective Several studies suggest that air pollution, particularly PM2.5, increases morbidity and mortality, Emergency Department (ED) visits, and hospitalizations for acute respiratory and cardiovascular diseases.
Surit P +3 more
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Assessment of Air Quality through Multiple Air Quality Index Models – A Comparative Study [PDF]
Journal of Ecological Engineering, 2023 It is important to indicate air quality level in metropolitan areas as it is harmful to public health. Air quality index (AQI) is a useful tool to convert air quality pollutants concentrations into a single number representing air quality level.
Abdulmuhsin S. Shihab
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Prediction of air quality index based on the SSA-BiLSTM-LightGBM model. [PDF]
Sci Rep, 2023 The air quality index (AQI), as an indicator to describe the degree of air pollution and its impact on health, plays an important role in improving the quality of the atmospheric environment.
Zhang X, Jiang X, Li Y.
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A novel encoder-decoder model based on Autoformer for air quality index prediction. [PDF]
PLoS One, 2023 Rapid economic development has led to increasingly serious air quality problems. Accurate air quality prediction can provide technical support for air pollution prevention and treatment.
Feng H, Zhang X.
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Optimized machine learning model for air quality index prediction in major cities in India. [PDF]
Sci RepIndustrial advancements and utilization of large amount of fossil fuels, vehicle pollution, and other calamities increases the Air Quality Index (AQI) of major cities in a drastic manner.
Natarajan SK +4 more
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An air quality index prediction model based on CNN-ILSTM. [PDF]
Sci Rep, 2022 Air quality index (AQI) is an essential measure of air pollution evaluation, which describes the air pollution degree and its impact on health, so the accurate prediction of AQI is significant.
Wang J +5 more
europepmc +2 more sources
An Overview of Experiences Made and Tools Used to Inform the Public on Ambient Air Quality
Atmosphere, 2021 Legislative regulations on atmospheric pollution have been established in different parts of the world for addressing air quality management. An important public commitment, common among all nations, is to ensure environmental safety and health ...
Alessandra Fino +3 more
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Frontiers in Public Health, 2023 IntroductionAir pollution imposes a significant burden on public health. Compared with the popular air quality index (AQI), the air quality health index (AQHI) provides a more comprehensive approach to measuring mixtures of air pollutants and is suitable
Yu Wang +8 more
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Machine learning-based forecasting of air quality index under long-term environmental patterns: A comparative approach with XGBoost, LightGBM, and SVM. [PDF]
PLoS OneTırınk S.
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