Long-term variability of dust events in southwestern Iran and its relationship with the drought
Dust storms represent a major environmental challenge in the Middle East. The southwest
part of Iran is highly affected by dust events transported from neighboring desert regions …
part of Iran is highly affected by dust events transported from neighboring desert regions …
High spatiotemporal resolution estimation of AOD from Himawari-8 using an ensemble machine learning gap-filling method
The data incompleteness of aerosol optical depth (AOD) products and their lack of
availability in highly urbanized areas limit their great potential of application in air quality …
availability in highly urbanized areas limit their great potential of application in air quality …
Elevating hourly PM2. 5 forecasting in Istanbul, Türkiye: Leveraging ERA5 reanalysis and genetic algorithms in a comparative machine learning model analysis
S Gündoğdu, T Elbir - Chemosphere, 2024 - Elsevier
Rapid urbanization and industrialization have intensified air pollution, posing severe health
risks and necessitating accurate PM 2.5 predictions for effective urban air quality …
risks and necessitating accurate PM 2.5 predictions for effective urban air quality …
Investigating the long-term trends in aerosol optical depth and its association with meteorological parameters and enhanced vegetation index over Turkey
Aerosol optical depth (AOD) provides useful information on particulate matter pollution at
both regional and global levels. In this study, the long-term datasets of aerosols …
both regional and global levels. In this study, the long-term datasets of aerosols …
Evaluation of MERRA-2 aerosol optical and component properties over China using SONET and PARASOL/GRASP data
The Modern-Era Retrospective analysis for Research and Applications, Version 2 (MERRA-
2) is widely used as an advanced model dataset for the understanding of global climate …
2) is widely used as an advanced model dataset for the understanding of global climate …
A comprehensive review delineates advancements in retrieving particulate matter utilising satellite aerosol optical depth: Parameter consideration, data processing …
Particulate matter (PM), one of the major air pollutants, is generated by variety of natural or
man-made sources, leading to acute and chronic diseases in humans since the last few …
man-made sources, leading to acute and chronic diseases in humans since the last few …
Estimation of particulate matter concentrations in Türkiye using a random forest model based on satellite AOD retrievals
G Tuna Tuygun, T Elbir - Stochastic Environmental Research and Risk …, 2023 - Springer
This study estimates intra-daily PM10 concentrations at 213 inland and coastal monitoring
sites in Türkiye from 2008 to 2019 using satellite-based aerosol optical depth (AOD) from the …
sites in Türkiye from 2008 to 2019 using satellite-based aerosol optical depth (AOD) from the …
[HTML][HTML] The Role of Machine Learning in Enhancing Particulate Matter Estimation: A Systematic Literature Review
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 …
pressing concern, particularly due to the harmful effects of particulate matter (PM), notably …
Estimating daily PM2.5 concentrations using an extreme gradient boosting model based on VIIRS aerosol products over southeastern Europe
The performance of aerosol optical depth (AOD) products from the visible infrared imaging
radiometer suite (VIIRS) instrument to estimate ground-level PM2. 5 concentrations has …
radiometer suite (VIIRS) instrument to estimate ground-level PM2. 5 concentrations has …
[HTML][HTML] Spatio-temporal analysis of aerosol optical depth using rotated empirical orthogonal function over the Maritime Continent from 2001 to 2020
The deterioration in the annual air quality of the Maritime Continent (MC) is mainly caused
by biomass burning haze (BBH) and the surrounding atmospheric conditions. This study …
by biomass burning haze (BBH) and the surrounding atmospheric conditions. This study …