Data quality in IoT-based air quality monitoring systems: a systematic mapping study

J Buelvas, D Múnera, DP Tobón V, J Aguirre… - Water, Air, & Soil …, 2023 - Springer
With the development of new technologies, particularly Internet of Things (IoT), there has
been an increase in the deployment of low-cost air quality monitoring systems. Compared to …

[HTML][HTML] Estimating PM2. 5 concentration using the machine learning GA-SVM method to improve the land use regression model in Shaanxi, China

P Zhang, W Ma, F Wen, L Liu, L Yang, J Song… - Ecotoxicology and …, 2021 - Elsevier
With rapid economic growth, urbanization and industrialization, fine particulate matter with
aerodynamic diameters≤ 2.5 µm (PM 2.5) has become a major pollutant and shows …

Network of low-cost air quality sensors for monitoring indoor, outdoor, and personal PM2. 5 exposure in Seattle during the 2020 wildfire season

J He, CH Huang, N Yuan, E Austin, E Seto… - Atmospheric …, 2022 - Elsevier
The increased frequency of wildfires in the Western United States has raised public
awareness of the impact of wildfire smoke on air quality and human health. Exposure to …

Evaluation of low-cost particulate matter sensors OPC N2 and PM Nova for aerosol monitoring

R Dubey, AK Patra, J Joshi, D Blankenberg… - Atmospheric Pollution …, 2022 - Elsevier
Low-cost sensors have the potential to revolutionize air pollution research by providing high
spatial resolution data. However, data accuracy from the low-cost sensors remains a major …

Application of low-cost particulate matter sensors for air quality monitoring and exposure assessment in underground mines: A review

NA Amoah, G Xu, Y Wang, J Li, Y Zou, B Nie - International Journal of …, 2022 - Springer
Exposure to mining-induced particulate matter (PM) including coal dust and diesel
particulate matter (DPM) causes severe respiratory diseases such as coal workers' …

Laboratory and field evaluation of a low-cost optical particle sizer

M Tang, Y Shen, Y Ge, J Gao, C Wang, L Wu… - Journal of Environmental …, 2024 - Elsevier
Low-cost sensors are widely used to collect high-spatial-resolution particulate matter data
that traditional reference monitoring devices cannot. In addition to the mass concentration …

[HTML][HTML] Generalized linear modelling based monitoring methods for air quality surveillance

T Mahmood - Journal of King Saud University-Science, 2024 - Elsevier
Rising industrial pollution, exacerbated by climate change, underscores the need for
effective environmental monitoring. Leveraging sensor advancements and Birnbaum …

Assessment of aerosol persistence in ICUs via low-cost sensor network and zonal models

K Glenn, J He, R Rochlin, S Teng, JG Hecker… - Scientific Reports, 2023 - nature.com
The COVID-19 pandemic raised public awareness about airborne particulate matter (PM)
due to the spread of infectious diseases via the respiratory route. The persistence of …

New approach in evaluating mask filtration efficiency using low-cost PM2. 5 sensor and mobile mannequin method

M Adrian, ID Aditya, MM Munir - Atmospheric Pollution Research, 2023 - Elsevier
Technological and industrial developments have resulted in air pollution, which can have
severe health implications, particularly in the form of respiratory disease caused by …

Determination of water-soluble nitrate ions in PM2. 5 particles using UiO-67 modified glassy carbon electrode

Y Zhu, Z Lv - International Journal of Electrochemical Science, 2022 - Elsevier
NO 3-is the main component of PM2. 5. NO 3-will be converted into carcinogenic and
teratogenic nitrite by microorganisms in the intestine after ingestion by human body …