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Prediction of PM2.5 concentration based on the weighted RF-LSTM model
Accurate prediction of PM2.5 concentrations can provide a solid foundation for preventing and controlling air pollution. When the Long Short-Term...
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Exploring the Feasibility of ERA5 ECWMF Reanalysis Data for Estimation of PM10 Surface Concentration Over a Complex Terrain
In an attempt to overcome challenges in PM10 surface concentration estimation imposed by sparse ground-based observations over the complex terrain of...
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Enhancing PM2.5 Predictions in Dakar Through Automated Data Integration into a Data Assimilation Model
The objective of this work is to predict daily PM2.5 air quality in Dakar, Senegal using data from an automated measurement station integrated into a...
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Particulate Matter/PM2.5
This chapter describes the health effects of particulate air pollution based on toxicological and epidemiological evidence. Ambient particles are...
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A Development of PM2.5 Forecasting System in South Korea Using Chemical Transport Modeling and Machine Learning
Ambient exposure to PM2.5 can adversely affect public health, and forecasting PM2.5 is essential for implementing protection measures in advance....
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Retrieving PM10 Surface Concentration from AERONET Aerosol Optical Depth: The Cairo and Delhi Megacities Case Studies
Large concentrations of air-suspended particulate matter (PM) in megacities represent an important health risk for their populations, but PM time...
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Particulate Matter/PM2.5
This chapter describes the health effects of particulate air pollution based on toxicological and epidemiological evidence. Ambient particles are...
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Research on time series change point detection and influencing factors under machine learning: based on PM2.5 concentration data in Hefei city
To analyze the temporal variation characteristics of PM 2.5 concentration and its influencing factors in Hefei, this paper utilizes mixed frequency...
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Effect of COVID-19 pandemic restrictions on air pollution at a local scale in urban areas affected by high-intensity vehicle traffic in Poland
The lockdown in 2020 implemented due to the SARS-CoV-2 pandemic has resulted in a significant improvement in air quality at a global scale....
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Chemical Speciation of PM10 Emissions from Peat Burning Emission in Central Kalimantan, Indonesia
Biomass burning is a significant source of particulate matter (PM10) in Central Kalimantan, Indonesia. However, only limited data exist on the...
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RETRACTED ARTICLE: Prediction of PM2.5 concentration in ambient air and safety of sports training based on Android dynamic monitoring
This paper presents a dynamic monitoring solution for Android. It is not invasive and can be deployed quickly. It also uses plug-in technology to...
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Burning of Municipal Solid Waste: An Invitation for Aerosol Black Carbon and PM2.5 Over Mid–Sized City in India
Waste management is the main concern of most cities in develo** countries. The proper procedure is needed to reduce Municipal solid waste, that’s...
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RETRACTED ARTICLE: PM2.5 environmental detection and air pollution control based on improved and upgraded network
Environmental inspection is to use GIS technology to design an environmental inspection network. The information collected through environmental...
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Quantifying the Effects of the National Clean Air Programme on Air Quality Parameters in Chandigarh: A Scientific Assessment
Air pollution is a pressing contemporary concern, particularly in urban areas. While various strategies have been deployed to address this issue, the...
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RETRACTED ARTICLE: Analysis of PM2.5 air pollution sources based on image recognition and tracking of sports training process
With the rapid development of social economy and the acceleration of urbanization, air quality is also facing many challenges. Recently, through...
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Investigation of Saharan dust influence on PM10 concentration using two methods in Gabès, Tunisia
Our main concern through this research is the extent of the contribution of desert dust on PM10 concentration, depending on two methods in the...
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A Literature Review of the Impact of COVID-19 Pandemic on Land Surface Temperature and Air Quality of India
The unprecedented upsurge of the COVID-19Covid-19 has disrupted human life in many ways. Although the pandemic has severely crashed the global...
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Impact of Lockdown on Air Quality During COVID-19 Pandemic: A Case Study of India
It is crucial to study air quality and its impact on human health, as it can leave not only short-term effects but also have long-term effects,...
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Modeling the stubble burning generated airborne contamination with air pollution components through MATLAB
Air pollution is one of the significant environmental issues. It can cause adverse health effects such as cancer, cardiovascular diseases, and high...
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Regional and Urban Air Quality in East Asia: South Korea
Air quality in South Korea has improved substantially over the past 30 years, which can be clearly seen from the long-term data from various types of...