Amperometric Gas Sensors as a Low Cost Emerging Technology Platform for Air Quality Monitoring Applications: A Review.

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 technology including its development toward specifically designed air quality sensors. We then review recent academic and research organizations' studies where this technology has been trialed for air quality monitoring applications: early studies showed the potential of electrochemical gas sensors when colocated with reference Air Quality Monitoring (AQM) stations. Spatially dense networks with fast temporal resolution provide information not available from sparse AQMs with longer recording intervals. We review how this technology is being offered as commercial urban air quality networks and consider the remaining challenges. Sensors must be sensitive, selective, and stable; air quality monitors/nodes must be electronically and mechanically well designed. Data correction is required and models with differing levels of sophistication are being designed. Data analysis and validation is possibly the biggest remaining hurdle needed to deliver reliable concentration readings. Finally, this review also considers the roles of companies, urban infrastructure requirements, and public research in the development of this technology.

[1]  M. I. Mead,et al.  A Portable Low-Cost High Density Sensor Network for Air Quality at London Heathrow Airport , 2013 .

[2]  Holger R. Maier,et al.  Integrating modelling and smart sensors for environmental and human health , 2015, Environ. Model. Softw..

[3]  Kwong-Sak Leung,et al.  A Survey of Wireless Sensor Network Based Air Pollution Monitoring Systems , 2015, Sensors.

[4]  Dan Stefan Tudose,et al.  Low-Cost Air Quality System for Urban Area Monitoring , 2015, 2015 20th International Conference on Control Systems and Computer Science.

[5]  Alena Bartonova,et al.  Can commercial low-cost sensor platforms contribute to air quality monitoring and exposure estimates? , 2017, Environment international.

[6]  Lothar Thiele,et al.  Deriving high-resolution urban air pollution maps using mobile sensor nodes , 2015 .

[7]  B. R. Gurjar,et al.  Human health risks in megacities due to air pollution , 2010 .

[8]  Laurent Francis,et al.  Assessment of air quality microsensors versus reference methods: The EuNetAir joint exercise , 2016 .

[9]  Gb Stewart,et al.  The use of electrochemical sensors for monitoring urban air quality in low-cost, high-density networks , 2013 .

[10]  E. Snyder,et al.  The changing paradigm of air pollution monitoring. , 2013, Environmental science & technology.

[11]  Michele Penza COST Action TD1105: Overview of Sensor-systems for Air-quality Monitoring , 2014 .

[12]  L. Morawska,et al.  The rise of low-cost sensing for managing air pollution in cities. , 2015, Environment international.

[13]  Alena Bartonova,et al.  An evaluation tool kit of air quality micro-sensing units. , 2017, The Science of the total environment.

[14]  Michael L. Wheeler,et al.  Performance Evaluation and Community Application of Low-Cost Sensors for Ozone and Nitrogen Dioxide , 2016, Sensors.

[15]  L. Spinelle,et al.  Sensors and Actuators B: Chemical Field calibration of a cluster of low-cost available sensors for air quality monitoring. Part A: Ozone and nitrogen dioxide (cid:2) , 2022 .

[16]  A. Lewis,et al.  Evaluating the performance of low cost chemical sensors for air pollution research. , 2016, Faraday discussions.

[17]  Yike Guo,et al.  Creating the Message Infrastructure , 2009 .

[18]  Ali Marjovi,et al.  Model-based rendezvous calibration of mobile sensor networks for monitoring air quality , 2015, 2015 IEEE SENSORS.

[19]  J. Stetter,et al.  Amperometric gas sensors. , 1993, Talanta.

[20]  P. Brynda,et al.  Trafficsensnet Sensor Network for Measuring Emissions from Transportation , 2015 .

[21]  Maja Pokric,et al.  ekoNET - Environmental Monitoring Using Low-Cost Sensors for Detecting Gases, Particulate Matter, and Meteorological Parameters , 2014, 2014 Eighth International Conference on Innovative Mobile and Internet Services in Ubiquitous Computing.

[22]  Manuel Aleixandre,et al.  Performance evaluation of amperometric sensors for the monitoring of O3 and NO2 in ambient air at ppb level , 2015 .

[23]  Chavez M. David,et al.  A low-cost, rapid-deployment and energy-autonomous wireless sensor network for air quality monitoring , 2015, 2015 9th International Conference on Sensing Technology (ICST).

[24]  Luis Felipe Gonzalez,et al.  Development and Validation of a UAV Based System for Air Pollution Measurements , 2016, Sensors.

[25]  S. De Vito,et al.  Dynamic neural network architectures for on field stochastic calibration of indicative low cost air quality sensing systems , 2016 .

[26]  Carlo Ratti,et al.  End-user perspective of low-cost sensors for outdoor air pollution monitoring. , 2017, The Science of the total environment.

[27]  G. Hagler,et al.  Community Air Sensor Network (CAIRSENSE) project: evaluation of low-cost sensor performance in a suburban environment in the southeastern United States. , 2016, Atmospheric measurement techniques.

[28]  Manuel Aleixandre,et al.  Review of Small Commercial Sensors for Indicative Monitoring of Ambient Gas , 2012 .

[29]  J. Stetter,et al.  Amperometric gas sensors--a review. , 2008, Chemical reviews.

[30]  Gemmer Marco,et al.  Air Quality Legislation and Standards in the European Union: Background, Status and Public Participation , 2013 .

[31]  Hao Huang,et al.  Development and Application of a Next Generation Air Sensor Network for the Hong Kong Marathon 2015 Air Quality Monitoring , 2016, Sensors.

[32]  A. Lewis,et al.  Clustering approaches to improve the performance of low cost air pollution sensors. , 2017, Faraday discussions.

[33]  Michael Hannigan,et al.  Quantification Method for Electrolytic Sensors in Long-Term Monitoring of Ambient Air Quality , 2015, Sensors.

[34]  L. Spinelle,et al.  Field calibration of a cluster of low-cost commercially available sensors for air quality monitoring. Part B: NO, CO and CO2 , 2017 .

[35]  J. Saffell,et al.  Differentiating NO2 and O3 at Low Cost Air Quality Amperometric Gas Sensors , 2016 .

[36]  Xavier Querol,et al.  Traffic pollution exposure is associated with altered brain connectivity in school children , 2016, NeuroImage.

[37]  Alastair C. Lewis,et al.  Electrochemical ozone sensors: A miniaturised alternative for ozone measurements in laboratory experiments and air-quality monitoring , 2017 .

[38]  D. H. Hagan Interactive comment on “Calibration and assessment of electrochemical air quality sensors by co-location with reference-grade instruments” , 2017 .

[39]  M. I. Mead,et al.  Source attribution of air pollution by spatial scale separation using high spatial density networks of low cost air quality sensors , 2015 .

[40]  Manuel Aleixandre,et al.  Calibration of a cluster of low-cost sensors for the measurement of air pollution in ambient air , 2014, IEEE SENSORS 2014 Proceedings.