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Applications of machine learning & Internet of Things for outdoor air pollution monitoring and prediction: A systematic literature review
Abstract According to the World Health Organization (WHO), air pollution kills seven million
people every year. Outdoor air pollution is a major environmental health problem affecting …
people every year. Outdoor air pollution is a major environmental health problem affecting …
[HTML][HTML] Study on the spatiotemporal dynamic of ground-level ozone concentrations on multiple scales across China during the blue sky protection campaign
Abstract Surface ozone (O 3), one of the harmful air pollutants, generated significantly
negative effects on human health and plants. Existing O 3 datasets with coarse …
negative effects on human health and plants. Existing O 3 datasets with coarse …
The impact of COVID-19 lockdowns on surface urban heat island changes and air-quality improvements across 21 major cities in the Middle East
This study investigates changes in air quality conditions during the restricted COVID-19
lockdown period in 2020 across 21 metropolitan areas in the Middle East and how these …
lockdown period in 2020 across 21 metropolitan areas in the Middle East and how these …
A review about COVID-19 in the MENA region: environmental concerns and machine learning applications
H Meskher, SB Belhaouari, AK Thakur… - … Science and Pollution …, 2022 - Springer
Abstract Coronavirus disease 2019 (COVID-19) has delayed global economic growth, which
has affected the economic life globally. On the one hand, numerous elements in the …
has affected the economic life globally. On the one hand, numerous elements in the …
Long-term AOD trend assessment over the Eastern Mediterranean region: A comparative study including a new merged aerosol product
A Shaheen, R Wu, M Aldabash - Atmospheric Environment, 2020 - Elsevier
This study conducts a comprehensive estimation of aerosol optical depth (AOD) trend and a
classification of types of aerosols over the Eastern Mediterranean (EM) region using the …
classification of types of aerosols over the Eastern Mediterranean (EM) region using the …
Seasonal dynamics in land surface temperature in response to land use land cover changes using Google Earth Engine
L Feng, S Hussain, NG Pricope… - IEEE Journal of …, 2024 - ieeexplore.ieee.org
Changes in land use and land cover (LULC) are critical for evaluating global spatiotemporal
trends, especially regarding climate change and urbanization. This study investigates the …
trends, especially regarding climate change and urbanization. This study investigates the …
Performance characterization of low-cost air quality sensors for off-grid deployment in rural Malawi
Low-cost gas and particulate sensor packages offer a compact, lightweight, and easily
transportable solution to address global gaps in air quality (AQ) observations. However …
transportable solution to address global gaps in air quality (AQ) observations. However …
A high-performance convolutional neural network for ground-level ozone estimation in eastern China
S Wang, Y Huo, X Mu, P Jiang, S Xun, B He, W Wu… - Remote Sensing, 2022 - mdpi.com
Having a high-quality historical air pollutant dataset is critical for environmental and
epidemiological research. In this study, a novel deep learning model based on convolutional …
epidemiological research. In this study, a novel deep learning model based on convolutional …
Investigating decadal changes of multiple hydrological products and land-cover changes in the Mediterranean Region for 2009–2018
Land-cover change is a critical concern due to its climatic, ecological, and socioeconomic
consequences. In this study, we used multiple variables including precipitation, vegetation …
consequences. In this study, we used multiple variables including precipitation, vegetation …
Assessment of air quality during worst wildfires in Mugla and Antalya regions of Turkey
Recently, a worse and large-scale forest fire broke out across Turkey, which adversely
affected the country's air quality level and caused a tremendous loss. Mugla and Antalya …
affected the country's air quality level and caused a tremendous loss. Mugla and Antalya …