The Use of Multilayer Perceptrons to Model PM2.5 Concentrations at Air Monitoring Stations in Poland
S Hoffman, R Jasiński - Atmosphere, 2023 - mdpi.com
The biggest problem facing air protection in Poland is the high levels of suspended
particular matter concentrations. Air monitoring reports show that air quality standards …
particular matter concentrations. Air monitoring reports show that air quality standards …
[HTML][HTML] Life cycle assessment of common urban trees-The environmental performance of three Mediterranean cities
D Muscas, R Petrucci, F Orlandi, L Torre… - Science of the Total …, 2024 - Elsevier
Given the increasing pressure from extreme events due to climate change, the planting of
new trees has become a priority in the political agendas of cities. However, the rush to plant …
new trees has become a priority in the political agendas of cities. However, the rush to plant …
Study of the Dynamical Relationships between PM2.5 and PM10 in the Caribbean Area Using a Multiscale Framework
T Plocoste, A Sankaran, L Euphrasie-Clotilde - Atmosphere, 2023 - mdpi.com
The Caribbean basin is a geographical area with a high prevalence of asthma due to
mineral dust. As such, it is crucial to analyze the dynamic behavior of particulate pollutants in …
mineral dust. As such, it is crucial to analyze the dynamic behavior of particulate pollutants in …
PM2.5 and PM10-related carcinogenic and non-carcinogenic risk assessment in Iran
High levels of particulate matters in the air are a major health issue in Middle East leading to
adverse health effects. In this study, we have simultaneously investigated (i) the spatio …
adverse health effects. In this study, we have simultaneously investigated (i) the spatio …
Investigation of and Dynamics in the Caribbean Basin Using a Multifractal Framework
In response to increased desertification in Africa due to climate change, understanding the
behavior of particulate matter with aerodynamic diameters less than or equal to 2.5 and 10 μ …
behavior of particulate matter with aerodynamic diameters less than or equal to 2.5 and 10 μ …
[HTML][HTML] An outlier detection framework for Air Quality Index prediction using linear and ensemble models
PK Dongre, V Patel, U Bhoi, NN Maltare - Decision Analytics Journal, 2025 - Elsevier
Abstract The Air Quality Index (AQI) is a key indicator for assessing air quality and its
associated health impacts. Accurate AQI calculations are crucial for reliable air quality …
associated health impacts. Accurate AQI calculations are crucial for reliable air quality …
High dimensional variable selection through group Lasso for multiple function‐on‐function linear regression: A case study in PM10 monitoring
Analyzing the effect of chemical and local meteorological variables over the behaviour in PM
10 PM _ 10 concentrations in the Abruzzo region (Italy), with the objective of forecasting and …
10 PM _ 10 concentrations in the Abruzzo region (Italy), with the objective of forecasting and …
A supervised machine learning approach to classify traffic-derived PM sources based on their magnetic properties.
S Letaïef, P Camps, C Carvallo - Environmental Research, 2023 - Elsevier
Environmental magnetism techniques are increasingly used to map the deposition of
particulate pollutants on any type of accumulative surfaces. The present study is part of a …
particulate pollutants on any type of accumulative surfaces. The present study is part of a …
Regression Modeling of Daily PM2.5 Concentrations with a Multilayer Perceptron
S Hoffman, R Jasiński, J Baran - Energies, 2024 - mdpi.com
Various types of energetic fuel combustion processes emit dangerous pollutants into the air,
including aerosol particles, marked as PM10. Routine air quality monitoring includes …
including aerosol particles, marked as PM10. Routine air quality monitoring includes …
Identification of particulate matter (PM10 and PM2.5) sources using bivariate polar plots and k-means clustering in a South American megacity: Metropolitan Area of …
JA Espinoza-Guillen, MB Alderete-Malpartida… - Environmental …, 2025 - Springer
The identification of different air pollution sources is essential to effectively control
atmospheric pollution, particularly in megacities of emerging countries with rapid economic …
atmospheric pollution, particularly in megacities of emerging countries with rapid economic …