Spatio-temporal air quality analysis and PM2. 5 prediction over Hyderabad City, India using artificial intelligence techniques

PR Gokul, A Mathew, A Bhosale, AT Nair - Ecological Informatics, 2023 - Elsevier
Air pollution is one of the most serious environmental issues faced by humans, and it affects
the quality of life in cities. PM 2.5 forecasting models can be used to create strategies for …

Wavelet coherence analysis of PM2. 5 variability in response to meteorological changes in South Asian cities

MA Fattah, SR Morshed, AA Kafy, ZA Rahaman… - Atmospheric Pollution …, 2023 - Elsevier
Assessment of trends and variability of atmospheric particles can help set the target for
pollution reduction, robust air-pollution and climate change policy decision-making, and …

A comprehensive review on advancements in sensors for air pollution applications

T Seesaard, K Kamjornkittikoon… - Science of The Total …, 2024 - Elsevier
Air pollution, originating from both natural and human-made sources, presents significant
threats to human health and the environment. This review explores the latest technological …

Systematic Evaluation of Four Satellite AOD Datasets for Estimating PM2.5 Using a Random Forest Approach

J Handschuh, T Erbertseder, F Baier - Remote Sensing, 2023 - mdpi.com
The latest epidemiological studies have revealed that the adverse health effects of PM2. 5
have impacts beyond respiratory and cardio-vascular diseases and also affect the …

Cities of Central Asia: New hotspots of air pollution in the world

M Tursumbayeva, A Muratuly, N Baimatova… - Atmospheric …, 2023 - Elsevier
Central Asian cities are one of the hotspots for air pollution worldwide. There are limited
studies and knowledge regarding air quality variation in this region. This study investigated …

Long-Term Forecasting of Air Pollution Particulate Matter (PM2. 5) and Analysis of Influencing Factors

Y Zhang, Q Sun, J Liu, O Petrosian - Sustainability, 2023 - mdpi.com
Long-term forecasting and analysis of PM2. 5, a significant air pollution source, is vital for
environmental governance and sustainable development. We evaluated 10 machine …

[HTML][HTML] On the added value of satellite AOD for the investigation of ground-level PM2. 5 variability

J Handschuh, T Erbertseder, F Baier - Atmospheric Environment, 2024 - Elsevier
To assess and mitigate PM 2.5 pollution, it is imperative to accurately characterize its
spatiotemporal variability and distribution. As station measurements are spatially selective …

Analyzing meteorological factors for forecasting PM10 and PM2.5 levels: a comparison between MLR and MLP models

N Talepour, YT Birgani, FJ Kelly, N Jaafarzadeh… - Earth Science …, 2024 - Springer
Over the past twenty years, the Middle East has experienced a surge in air pollution and
dust, resulting in a range of issues affecting both people and the environment. Monitoring …

Using a Pollution-to-Risk Method to Evaluate the Impact of a Cold Front: A Case Study in a Downstream Region in Southeastern China

C Lin, W Zhang - Atmosphere, 2022 - mdpi.com
Cold fronts frequently intrude China in winter, causing air pollution episodes in downwind
regions. Fine particulate matter (PM2. 5) has been used as a major proxy of air pollution to …

Investigating Stagnant Air Conditions in Almaty: A WRF Modeling Approach

T Dedova, L Balakay, E Zakarin, K Bostanbekov… - Atmosphere, 2024 - mdpi.com
This study investigates stagnant atmospheric conditions in Almaty, Kazakhstan, a city
nestled within a complex terrain. These conditions, characterized by weak local winds and …