Amperometric gas sensors as a low cost emerging technology platform for air quality monitoring applications: A review

R Baron, J Saffell - ACS sensors, 2017 - ACS Publications
This review examines the use of amperometric electrochemical gas sensors for monitoring
inorganic gases that affect urban air quality. First, we consider amperometric gas sensor …

Low-cost sensors for the measurement of atmospheric composition: overview of topic and future applications

A Lewis, WR Peltier, E von Schneidemesser - 2018 - eprints.whiterose.ac.uk
Measurement of reactive air pollutants and greenhouse gases underpin a huge variety of
applications that span from academic research through to regulatory functions and services …

A machine learning calibration model using random forests to improve sensor performance for lower-cost air quality monitoring

N Zimmerman, AA Presto, SPN Kumar… - Atmospheric …, 2018 - amt.copernicus.org
Low-cost sensing strategies hold the promise of denser air quality monitoring networks,
which could significantly improve our understanding of personal air pollution exposure …

A survey on sensor calibration in air pollution monitoring deployments

B Maag, Z Zhou, L Thiele - IEEE Internet of Things Journal, 2018 - ieeexplore.ieee.org
Air pollution is a major concern for public health and urban environments. Conventional air
pollution monitoring systems install a few highly accurate, expensive stations at …

Low-cost sensors as an alternative for long-term air quality monitoring

X Liu, R Jayaratne, P Thai, T Kuhn, I Zing… - Environmental …, 2020 - Elsevier
Low-cost air quality sensors are increasingly being used in many applications; however,
many of their performance characteristics have not been adequately investigated. This study …

Use of electrochemical sensors for measurement of air pollution: correcting interference response and validating measurements

ES Cross, LR Williams, DK Lewis… - Atmospheric …, 2017 - amt.copernicus.org
The environments in which we live, work, and play are subject to enormous variability in air
pollutant concentrations. To adequately characterize air quality (AQ), measurements must …

On the formation of hydrogen peroxide in water microdroplets

A Gallo Jr, NH Musskopf, X Liu, Z Yang, J Petry… - Chemical …, 2022 - pubs.rsc.org
Recent reports on the formation of hydrogen peroxide (H2O2) in water microdroplets
produced via pneumatic spraying or capillary condensation have garnered significant …

Development of a general calibration model and long-term performance evaluation of low-cost sensors for air pollutant gas monitoring

C Malings, R Tanzer, A Hauryliuk… - Atmospheric …, 2019 - amt.copernicus.org
Assessing the intracity spatial distribution and temporal variability in air quality can be
facilitated by a dense network of monitoring stations. However, the cost of implementing …

[HTML][HTML] Improving data quality of low-cost IoT sensors in environmental monitoring networks using data fusion and machine learning approach

NU Okafor, Y Alghorani, DT Delaney - ICT Express, 2020 - Elsevier
Environmental monitoring has become an active research area due to the current rise in the
global climate change crises. Current environmental monitoring solutions, however, are …

Low cost sensor with IoT LoRaWAN connectivity and machine learning-based calibration for air pollution monitoring

S Ali, T Glass, B Parr, J Potgieter… - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
Air pollution poses significant risk to environment and health. Air quality monitoring stations
are often confined to a small number of locations due to the high cost of the monitoring …