The influence of meteorological factors and terrain on air pollution concentration and migration: a geostatistical case study from Krakow, Poland

T Danek, E Weglinska, M Zareba - Scientific Reports, 2022 - nature.com
Despite the very restrictive laws, Krakow is known as the city with the highest level of air
pollution in Europe. It has been proven that, due to its location, air pollutants are transported …

Prediction of Monthly PM2.5 Concentration in Liaocheng in China Employing Artificial Neural Network

Z He, Q Guo, Z Wang, X Li - Atmosphere, 2022 - mdpi.com
Fine particulate matter (PM2. 5) affects climate change and human health. Therefore, the
prediction of PM2. 5 level is particularly important for regulatory planning. The main …

[HTML][HTML] Big-data-driven machine learning for enhancing spatiotemporal air pollution pattern analysis

M Zareba, H Dlugosz, T Danek, E Weglinska - Atmosphere, 2023 - mdpi.com
Air pollution is an important problem for public health. The spatiotemporal analysis is a
crucial step for understanding the complex characteristics of air pollution. Using many …

Air pollution seasons in urban moderate climate areas through big data analytics

M Zareba, E Weglinska, T Danek - Scientific Reports, 2024 - nature.com
High particulate matter (PM) concentrations have a negative impact on the overall quality of
life and health. The annual trends of PM can vary greatly depending on factors such as a …

High-resolution urban air quality mapping for multiple pollutants based on dense monitoring data and machine learning

R Guo, Y Qi, B Zhao, Z Pei, F Wen, S Wu… - International journal of …, 2022 - mdpi.com
Spatially explicit urban air quality information is important for urban fine-management and
public life. However, existing air quality measurement methods still have some limitations on …

[HTML][HTML] Machine learning-based analysis of heavy metal contamination in Chinese lake basin sediments: Assessing influencing factors and policy implications

L Wang, D Liu, Y Sun, Y Zhang, W Chen, Y Yuan… - Ecotoxicology and …, 2024 - Elsevier
Sediments are important heavy metal sinks in lakes, crucial for ensuring water environment
safety. Existing studies mainly focused on well-studied lakes, leaving gaps in understanding …

Verification of the perception of the local community concerning air quality using ADMS-roads modeling

K Szopińska, A Cienciała, A Bieda, J Kwiecień… - International journal of …, 2022 - mdpi.com
Road transport is one among the sources of air pollution in a city, which results in lowering
the comfort of life and increases the occurrence of respiratory diseases. The level of …

Spatial Analysis of SO2, PM10, CO, NO2, and O3 Pollutants: The Case of Konya Province, Turkey

I Bugdayci, O Ugurlu, F Kunt - Atmosphere, 2023 - mdpi.com
Geographical information systems are frequently used in analyses of air quality based on
location and time. They are also used in the creation of pollution distribution maps to …

Assessing the effectiveness of air quality improvements in polish cities aspiring to be sustainably smart

I Jonek-Kowalska - Smart Cities, 2023 - mdpi.com
Environmental and climate protection is one of the areas of development of modern smart
cities intensively exposed in the literature. Nevertheless, it often remains only a scientific …

The impact of air quality and meteorology on COVID-19 cases at Kuala Lumpur and Selangor, Malaysia and prediction using machine learning

J Jalaludin, WN Wan Mansor, NA Abidin, NF Suhaimi… - Atmosphere, 2023 - mdpi.com
Emissions from motor vehicles and industrial sources have contributed to air pollution
worldwide. The effect of chronic exposure to air pollution is associated with the severity of …