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Air Quality Index Prediction [PDF]
E3S Web of Conferences, 2023 Falling back past few years rapid progress in Air pollution has become a life-threatening concern in many nations throughout the world due to human activity, industrialisation, and urbanisation..
Avvari Pavithra +5 more
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Environmental Challenges, 2021 Ahmedabad is the 5th biggest city and 7th most populated city in India. It is the largest city in Gujarat. The city is spread over a further 450 sq. km. of area.
Dipsha Paresh Shah +1 more
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Prognosis of air quality index and air pollution using machine learning techniques [PDF]
Scientific ReportsAir pollution constitutes a significant challenge for both public health and environmental sustainability. Pollutants like PM, O3, NO2, SO2, and CO cause serious health problems and ecological damage. This study utilizes five machine learning (ML) models,
Mostafa M. Abdelmalek +2 more
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Nonconformance probability of an air quality index. [PDF]
J Appl Stat, 2020 Air pollution is one of the most important global environmental issues. Taiwan Environmental Protection Agency (EPA) is currently using an Air Quality Index (AQI) to measure and monitor its national air quality. The main objective of this study is to assess the air quality per hour every month in Taichung City of Taiwan from 2014 to 2016 based on the ...
Lin TY, Liao CT, Liao YY.
europepmc +3 more sources
Optimized air quality management based on air quality index prediction and air pollutants identification in representative cities in China [PDF]
Scientific ReportsWith the ongoing challenge of air pollution posing serious health and environmental threats, particularly in rapidly industrializing regions, accurate forecasting and effective pollutant identification are crucial for enhancing public health and ...
Zhilong Guo +6 more
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Determination of Air Quality Index and Its Relationship With Meteorological Parameters in City of Mashhad [PDF]
Iranica Journal of Energy and Environment, 2022 The aim of this study was to determine the air quality index (AQI) and to investigate its relationship with meteorological parameters in Mashhad for 2014.
Z. Poormolaie +3 more
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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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An ensembled method for air quality monitoring and control using machine learning
Measurement: Sensors, 2023 Air quality monitoring is a significant job in our everyday life and affects the vitality of a human. It paves a better way of understanding the sources, effects and levels of pollutants in the air inhaled by the population of the region.
S John Livingston +4 more
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Evaluation of Air Quality based on Air Quality Index in Kerman City, 2015 [PDF]
Pizhūhish dar Bihdāsht-i Muḥīṭ., 2017 Background: Air pollution and its health effects is a principal challenge in Iran. One of the effective measures to control air quality is to determine the actual amount of pollutants and describe the air quality in comparison with standard conditions ...
Mohsen heidari +6 more
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