[HTML][HTML] The Role of Machine Learning in Enhancing Particulate Matter Estimation: A Systematic Literature Review

A Alkhodaidi, A Attiah, A Mhawish, A Hakeem - Technologies, 2024 - mdpi.com
As urbanization and industrial activities accelerate globally, air quality has become a
pressing concern, particularly due to the harmful effects of particulate matter (PM), notably …

Spatiotemporally continuous PM2. 5 dataset in the Mekong River Basin from 2015 to 2022 using a stacking model

D Chen, X Gu, H Guo, T Cheng, J Yang, Y Zhan… - Science of the Total …, 2024 - Elsevier
With the potential to cause millions of deaths, PM 2.5 pollution has become a global
concern. In Southeast Asia, the Mekong River Basin (MRB) is experiencing heavy PM 2.5 …

The Spatial–Temporal Emission of Air Pollutants from Biomass Burning during Haze Episodes in Northern Thailand

P Paluang, W Thavorntam, W Phairuang - Fire, 2024 - mdpi.com
Air pollutants from biomass burning, including forest fires and agricultural trash burning,
have contributed significantly to the pollution of the Asian atmosphere. Burned area …

Spatiotemporal Estimation of Black Carbon Concentration in Tehran Using Aerosol Optical Depth Remote Sensing Data and Meteorological Parameters: Health Risk …

S Norzaee, M Kermani, A Ghorbanian… - Sustainable Cities and …, 2024 - Elsevier
Black Carbon (BC) is an atmospheric pollutant with considerable adverse effects on human
health, increasing the chance of cardiovascular disorders, respiratory issues, and cancers in …

Estimation of hourly one square kilometer fine particulate matter concentration over Thailand using aerosol optical depth

P Punpukdee, E Winijkul, PP Kyaw… - Frontiers in …, 2024 - frontiersin.org
In the recent years, concentration of fine particulate matter that are 2.5 microns or less in
diameter (PM2. 5) in Thailand has consistently exceeded the national ambient air quality …

Estimation of Daily Seamless PM2.5 Concentrations with Climate Feature in Hubei Province, China

W Ni, Y Ding, S Li, M Teng, J Yang - Remote Sensing, 2023 - mdpi.com
The urgent necessity for precise and uninterrupted PM2. 5 datasets of high spatial–temporal
resolution is underscored by the significant influence of PM2. 5 on weather, climate, and …

Estimating Ground-level Hourly PM2.5 Concentrations in Thailand using Satellite Data: A Log-linear Model with Sum Contrast Analysis

S Buya, H Gokon, HC Dam… - IEEE Journal of …, 2024 - ieeexplore.ieee.org
This study introduces a novel method for estimating hourly concentrations of particulate
matter 2.5 μm (PM 2.5) using satellite data. The pollution control department of Thailand …

The future of urban air quality management in Thailand: the cutting-edge platform for monitoring and management of public health and sustainable development

C Sukawattanavijit, J Kruasilp… - … and Applications in …, 2023 - spiedigitallibrary.org
Thailand has experienced rapid urbanization and industrialization, resulting in increased air
pollution. Urban air pollution is a major environmental issue contributing to respiratory …

[PDF][PDF] Determination of Background PM2. 5 Pollution levels in Nigeria using Hidden Markov Model

T Igbawua, AA Tyovenda, T Sombo, IM Echi - Reading Time - worldscientificnews.com
ABSTRACT Determining Background Particulate Matter equal to or less than 2.5 microns
(BPM2. 5) is crucial for understanding population exposure levels and devising mitigation …

[PDF][PDF] Particulate Matters from Rice Straw Burning with Kao-lin

R Srivoraphantu, N Boonmee, T Aroonsrisopon… - conference.frappehub.com
For over a decade, Thai government has been combating the air pollution problem,
especially Particulate Matter (PM), which impacts on environmental and health risks. PM …