World air particulate matter: sources, distribution and health effects
A Mukherjee, M Agrawal - Environmental chemistry letters, 2017 - Springer
Particulate matter (PM) is both a major driver of climate change and a source of toxicity for
health. In the upper atmosphere, particulate matter modifies the earth radiation budget …
health. In the upper atmosphere, particulate matter modifies the earth radiation budget …
PM10 and PM2. 5 real-time prediction models using an interpolated convolutional neural network
S Chae, J Shin, S Kwon, S Lee, S Kang, D Lee - Scientific Reports, 2021 - nature.com
In this paper, we propose a real-time prediction model that can respond to particulate
matters (PM) in the air, which are an indication of poor air quality. The model applies …
matters (PM) in the air, which are an indication of poor air quality. The model applies …
Markov chain model development for forecasting air pollution index of Miri, Sarawak
A Markov chain is commonly used in stock market analysis, manpower planning, and in
many other areas because of its efficiency in predicting long run behavior. However, the Air …
many other areas because of its efficiency in predicting long run behavior. However, the Air …
Forecasting PM10 concentrations using time series models: a case of the most polluted cities in Turkey
HO Cekim - Environmental Science and Pollution Research, 2020 - Springer
Particulate matter (PM), which is one of the most important parameters in the area of air
pollution, has widespread impacts on human health. Hence, the prediction of the probable …
pollution, has widespread impacts on human health. Hence, the prediction of the probable …
Majority voting based multi-task clustering of air quality monitoring network in Turkey
G Tuysuzoglu, D Birant, A Pala - Applied Sciences, 2019 - mdpi.com
Air pollution, which is the result of the urbanization brought by modern life, has a dramatic
impact on the global scale as well as local and regional scales. Since air pollution has …
impact on the global scale as well as local and regional scales. Since air pollution has …
Major air pollutants in Bursa, Turkey: their levels, temporal changes, interactions, and sources
Bursa is one of the largest cities of Turkey and it hosts 17 organized industrial zones.
Parallel to the increase in population, rapidly growing energy consumption, and increased …
Parallel to the increase in population, rapidly growing energy consumption, and increased …
Comparison of three prediction strategies within PM2. 5 and PM10 monitoring networks
W Lu - Atmospheric Pollution Research, 2020 - Elsevier
An air pollution monitoring network is a primary tool for measuring, managing and assessing
air quality in urban areas. But plenty of equipment in monitoring network inevitably result in …
air quality in urban areas. But plenty of equipment in monitoring network inevitably result in …
The role of large-scale atmospheric circulations on long-term variations of PM10 concentrations over Turkey
PM10 is widely identified as an important atmospheric pollutant posing a serious threat to
human health and environment as well as it influences the climate system. To unearth the …
human health and environment as well as it influences the climate system. To unearth the …
Model building for regional ecological risk prediction and evaluation of prediction accuracy
J Shao, B Li, W Liu, M Chen - Advances in Civil Engineering, 2021 - Wiley Online Library
The regional ecological risk model is built to predict the regional ecological risk level more
accurately by using principal component analysis and optimizing standard BP neural …
accurately by using principal component analysis and optimizing standard BP neural …
On the problem of forecasting air pollutant concentration with morphological models
In this paper we present a study about the time series generator phenomenon from air
pollutant concentration forecasting problems. It provides several evidences suggesting that …
pollutant concentration forecasting problems. It provides several evidences suggesting that …