Establishing A Sustainable Low-Cost Air Quality Monitoring Setup: A Survey of the State-of-the-Art

Low-Cost Outdoor Air Quality Monitoring and Sensor Calibration

(2021) Francesco Concas et al.   ACM Transactions on Sensor Networks

Calibration Method for Particulate Matter Low-Cost Sensors Used in Ambient Air Quality Monitoring and Research

(2021) Janani Venkatraman Jagatha et al.   SENSORS

‘Envilution™’ chamber for performance evaluation of low-cost sensors

(2020) Hamid Omidvarborna et al.   ATMOSPHERIC ENVIRONMENT

Field performance of a low-cost sensor in the monitoring of particulate matter in Santiago, Chile

(2020) Matías Tagle et al.   ENVIRONMENTAL MONITORING AND ASSESSMENT

Validation of Low-Cost Sensors in Measuring Real-Time PM10 Concentrations at Two Sites in Delhi National Capital Region

(2020) Ravi Sahu et al.   SENSORS

Laboratory Comparison of Low-Cost Particulate Matter Sensors to Measure Transient Events of Pollution

(2020) Florentin Michel Jacques Bulot et al.   SENSORS

Multisensor Data Fusion Calibration in IoT Air Pollution Platforms

(2020) Pau Ferrer-Cid et al.   IEEE Internet of Things Journal

Long-term Calibration Models to Estimate Ozone Concentrations with a Metal Oxide Sensor

(2020) Tofigh Sayahi et al.   ENVIRONMENTAL POLLUTION

Development of low-cost indoor air quality monitoring devices: Recent advancements

(2020) H. Chojer et al.   SCIENCE OF THE TOTAL ENVIRONMENT

Monitoring road traffic participants' exposure to PM10 using a low-cost system

(2020) Krzysztof Brzozowski et al.   SCIENCE OF THE TOTAL ENVIRONMENT

Effect of Relative Humidity and Air Temperature on the Results Obtained from Low-Cost Gas Sensors for Ambient Air Quality Measurements

(2020) Abdul Samad et al.   SENSORS

Investigation of Low-Cost and Optical Particulate Matter Sensors for Ambient Monitoring

(2020) Mariusz Rogulski et al.   Atmosphere

Field Evaluation of Low-Cost PM Sensors (Purple Air PA-II) Under Variable Urban Air Quality Conditions, in Greece

(2020) Iasonas Stavroulas et al.   Atmosphere

A novel light scattering method with size analysis and correction for on-line measurement of particulate matter concentration

(2020) Jinke Han et al.   JOURNAL OF HAZARDOUS MATERIALS

Low-cost sensors for measuring airborne particulate matter: Field evaluation and calibration at a South-Eastern European site

(2020) G. Kosmopoulos et al.   SCIENCE OF THE TOTAL ENVIRONMENT

A Review of Low-Cost Particulate Matter Sensors from the Developers’ Perspectives

(2020) Brigida Alfano et al.   SENSORS

The effectiveness of drones in measuring particulate matter

(2020) Hayden A. Hedworth et al.   JOURNAL OF AEROSOL SCIENCE

City Scale Particulate Matter Monitoring Using LoRaWAN Based Air Quality IoT Devices

(2019) Steven J. Johnston et al.   SENSORS

Recent Advances in Electrochemical Sensors for Detecting Toxic Gases: NO2, SO2 and H2S

(2019) Md Khan et al.   SENSORS

Analysing the performance of low-cost air quality sensors, their drivers, relative benefits and calibration in cities—a case study in Sheffield

(2019) Said Munir et al.   ENVIRONMENTAL MONITORING AND ASSESSMENT

Real-Time Data Recovery in Wireless Sensor Networks Using Spatiotemporal Correlation Based on Sparse Representation

(2019) Jingfei He et al.   WIRELESS COMMUNICATIONS & MOBILE COMPUTING

IoT Implementation of Kalman Filter to Improve Accuracy of Air Quality Monitoring and Prediction

(2019) Xiaozheng Lai et al.   Applied Sciences-Basel

Fine particle mass monitoring with low-cost sensors: Corrections and long-term performance evaluation

(2019) Carl Malings et al.   AEROSOL SCIENCE AND TECHNOLOGY

Distributed Multi-Scale Calibration of Low-Cost Ozone Sensors in Wireless Sensor Networks

(2019) Jose M. Barcelo-Ordinas et al.   SENSORS

Long-term field comparison of multiple low-cost particulate matter sensors in an outdoor urban environment

(2019) Florentin M. J. Bulot et al.   Scientific Reports

In search of an optimal in-field calibration method of low-cost gas sensors for ambient air pollutants: Comparison of linear, multilinear and artificial neural network approaches

(2019) Dušan B. Topalović et al.   ATMOSPHERIC ENVIRONMENT

Calibration of low-cost NO2 sensors in an urban air quality network

(2019) Vera van Zoest et al.   ATMOSPHERIC ENVIRONMENT

Review of the Performance of Low-Cost Sensors for Air Quality Monitoring

(2019) Federico Karagulian et al.   Atmosphere

Extensive evaluation and classification of low‐cost dust sensors in laboratory using a newly developed test method

(2019) Kang‐Ho Ahn et al.   INDOOR AIR

Cause and Age-specific premature mortality attributable to PM2.5 Exposure: An analysis for Million-Plus Indian cities

(2019) Prateek Saini et al.   SCIENCE OF THE TOTAL ENVIRONMENT

Design and Validation of a Holographic Particle Counter

(2019) Georg Brunnhofer et al.   SENSORS

Performance characteristics of the low-cost Plantower PMS optical sensor

(2019) Meilu He et al.   AEROSOL SCIENCE AND TECHNOLOGY

Development of a calibration chamber to evaluate the performance of low-cost particulate matter sensors

(2019) T. Sayahi et al.   ENVIRONMENTAL POLLUTION

The use of low-cost sensors for air quality analysis in road intersections

(2019) Krzysztof Brzozowski et al.   TRANSPORTATION RESEARCH PART D-TRANSPORT AND ENVIRONMENT

Reliability Validation of a Low-Cost Particulate Matter IoT Sensor in Indoor and Outdoor Environments Using a Reference Sampler

(2019) Sergio Trilles et al.   Sustainability

A Distributed Low-Cost Pollution Monitoring Platform

(2019) Thomas Becnel et al.   IEEE Internet of Things Journal

Aerosol Chamber Characterization for Commercial Particulate Matter (PM) Sensor Evaluation

(2018) Dian Ahmad Hapidin et al.   Aerosol and Air Quality Research

Using a gradient boosting model to improve the performance of low-cost aerosol monitors in a dense, heterogeneous urban environment

(2018) Nicholas E. Johnson et al.   ATMOSPHERIC ENVIRONMENT

Applications of low-cost sensing technologies for air quality monitoring and exposure assessment: How far have they gone?

(2018) Lidia Morawska et al.   ENVIRONMENT INTERNATIONAL

Node-to-node field calibration of wireless distributed air pollution sensor network

(2018) Fadi Kizel et al.   ENVIRONMENTAL POLLUTION

Localized real-time information on outdoor air quality at kindergartens in Oslo, Norway using low-cost sensor nodes

(2018) Nuria Castell et al.   ENVIRONMENTAL RESEARCH

Impact Analysis of Temperature and Humidity Conditions on Electrochemical Sensor Response in Ambient Air Quality Monitoring

(2018) Peng Wei et al.   SENSORS

Development and On-Field Testing of Low-Cost Portable System for Monitoring PM2.5 Concentrations

(2018) Konstantinos N. Genikomsakis et al.   SENSORS

Using statistical methods to carry out in field calibrations of low cost air quality sensors

(2018) José María Cordero et al.   SENSORS AND ACTUATORS B-CHEMICAL

A Survey on Sensor Calibration in Air Pollution Monitoring Deployments

(2018) Balz Maag et al.   IEEE Internet of Things Journal

Assessment of air quality microsensors versus reference methods: The EuNetAir Joint Exercise – Part II

(2018) C. Borrego et al.   ATMOSPHERIC ENVIRONMENT

A Miniaturized Particulate Matter Sensing Platform Based on CMOS Imager and Real-Time Image Processing

(2018) Zijian Du et al.   IEEE SENSORS JOURNAL

Field and Laboratory Evaluations of the Low-Cost Plantower Particulate Matter Sensor

(2018) Misti Levy Zamora et al.   ENVIRONMENTAL SCIENCE & TECHNOLOGY

Calibration Model of a Low-Cost Air Quality Sensor Using an Adaptive Neuro-Fuzzy Inference System

(2018) Kemal Alhasa et al.   SENSORS

Developing a Modular Unmanned Aerial Vehicle (UAV) Platform for Air Pollution Profiling

(2018) Qijun Gu et al.   SENSORS

Recent Advances in MAC Protocols for the Energy Harvesting Based WSN: A Comprehensive Review

(2018) Pardeep Kaur et al.   WIRELESS PERSONAL COMMUNICATIONS

Evaluation of Low-Cost Sensors for Ambient PM2.5 Monitoring

(2018) Marek Badura et al.   Journal of Sensors

Mobile monitoring of air pollution using low cost sensors to visualize spatio-temporal variation of pollutants at urban hotspots

(2018) Shiva Nagendra SM et al.   Sustainable Cities and Society

Long-term field evaluation of the Plantower PMS low-cost particulate matter sensors

(2018) T. Sayahi et al.   ENVIRONMENTAL POLLUTION

Mapping urban air quality in near real-time using observations from low-cost sensors and model information

(2017) Philipp Schneider et al.   ENVIRONMENT INTERNATIONAL

Can commercial low-cost sensor platforms contribute to air quality monitoring and exposure estimates?

(2017) Nuria Castell et al.   ENVIRONMENT INTERNATIONAL

The Imperial County Community Air Monitoring Network: A Model for Community-based Environmental Monitoring for Public Health Action

(2017) Paul B. English et al.   ENVIRONMENTAL HEALTH PERSPECTIVES

Characteristics and applications of small, portable gaseous air pollution monitors

(2017) Grant R. McKercher et al.   ENVIRONMENTAL POLLUTION

Ambient and laboratory evaluation of a low-cost particulate matter sensor

(2017) K.E. Kelly et al.   ENVIRONMENTAL POLLUTION

Validating novel air pollution sensors to improve exposure estimates for epidemiological analyses and citizen science

(2017) Michael Jerrett et al.   ENVIRONMENTAL RESEARCH

Low-cost mobile air pollution monitoring in urban environments: a pilot study in Lubbock, Texas

(2017) Grant R. McKercher et al.   ENVIRONMENTAL TECHNOLOGY

HazeEst: Machine Learning Based Metropolitan Air Pollution Estimation From Fixed and Mobile Sensors

(2017) Ke Hu et al.   IEEE SENSORS JOURNAL

Performance calibration of low-cost and portable particular matter (PM) sensors

(2017) Di Liu et al.   JOURNAL OF AEROSOL SCIENCE

Evaluation of new low-cost particle monitors for PM2.5 concentrations measurements

(2017) Nadezda Zikova et al.   JOURNAL OF AEROSOL SCIENCE

Low-cost sensors and crowd-sourced data: Observations of siting impacts on a network of air-quality instruments

(2017) Georgia Miskell et al.   SCIENCE OF THE TOTAL ENVIRONMENT

Use of a dense monitoring network of low-cost instruments to observe local changes in the diurnal ozone cycles as marine air passes over a geographically isolated urban centre

(2017) L.F. Weissert et al.   SCIENCE OF THE TOTAL ENVIRONMENT

End-user perspective of low-cost sensors for outdoor air pollution monitoring

(2017) Aakash C. Rai et al.   SCIENCE OF THE TOTAL ENVIRONMENT

Development and Evaluation of A Novel and Cost-Effective Approach for Low-Cost NO2 Sensor Drift Correction

(2017) Li Sun et al.   SENSORS

Review of Portable and Low-Cost Sensors for the Ambient Air Monitoring of Benzene and Other Volatile Organic Compounds

(2017) Laurent Spinelle et al.   SENSORS

Wireless Distributed Environmental Sensor Networks for Air Pollution Measurement—The Promise and the Current Reality

(2017) David Broday et al.   SENSORS

Electrochemical ozone sensors: A miniaturised alternative for ozone measurements in laboratory experiments and air-quality monitoring

(2017) Xiaobing Pang et al.   SENSORS AND ACTUATORS B-CHEMICAL

Field calibration of a cluster of low-cost commercially available sensors for air quality monitoring. Part B: NO, CO and CO 2

(2017) Laurent Spinelle et al.   SENSORS AND ACTUATORS B-CHEMICAL

Personal exposure to fine particulate matter concentrations in central business district of a tropical coastal city

(2017) Jyothi S. Menon et al.   JOURNAL OF THE AIR & WASTE MANAGEMENT ASSOCIATION

Air quality monitoring using mobile microscopy and machine learning

(2017) Yi-Chen Wu et al.   Light-Science & Applications

Development of a baseline-temperature correction methodology for electrochemical sensors and its implications for long-term stability

(2016) Olalekan A.M. Popoola et al.   ATMOSPHERIC ENVIRONMENT

Assessment of air quality microsensors versus reference methods: The EuNetAir joint exercise

(2016) C. Borrego et al.   ATMOSPHERIC ENVIRONMENT

Statistical modelling of particle number concentration in Zurich at high spatio-temporal resolution utilizing data from a mobile sensor network

(2016) M.D. Mueller et al.   ATMOSPHERIC ENVIRONMENT

Characterization of a Quadrotor Unmanned Aircraft System for Aerosol-Particle-Concentration Measurements

(2016) James M. Brady et al.   ENVIRONMENTAL SCIENCE & TECHNOLOGY

Evaluating the performance of low cost chemical sensors for air pollution research

(2016) Alastair C. Lewis et al.   FARADAY DISCUSSIONS

Laboratory assessment of low-cost PM monitors

(2016) Abhisek Manikonda et al.   JOURNAL OF AEROSOL SCIENCE

Real-time sensors for indoor air monitoring and challenges ahead in deploying them to urban buildings

(2016) Prashant Kumar et al.   SCIENCE OF THE TOTAL ENVIRONMENT

Next Generation Air Quality Platform: Openness and Interoperability for the Internet of Things

(2016) Alexander Kotsev et al.   SENSORS

Calibration transfer and drift compensation of e-noses via coupled task learning

(2016) Ke Yan et al.   SENSORS AND ACTUATORS B-CHEMICAL

Personal monitoring of ozone exposure: A fully portable device for under $150 USD cost

(2016) Tingting Cao et al.   SENSORS AND ACTUATORS B-CHEMICAL

Calibration transfer and drift counteraction in chemical sensor arrays using Direct Standardization

(2016) J. Fonollosa et al.   SENSORS AND ACTUATORS B-CHEMICAL

Dynamic neural network architectures for on field stochastic calibration of indicative low cost air quality sensing systems

(2016) E. Esposito et al.   SENSORS AND ACTUATORS B-CHEMICAL

Data aggregation and recovery in wireless sensor networks using compressed sensing

(2016) Guangming Cao et al.   International Journal of Sensor Networks

Mobile monitoring of particulate matter: State of art and perspectives

(2016) Fernando Gozzi et al.   Atmospheric Pollution Research

Evaluating the performance of low cost chemical sensors for air pollution research

(2016) Alastair C. Lewis et al.   FARADAY DISCUSSIONS

Laboratory Evaluation and Calibration of Three Low-Cost Particle Sensors for Particulate Matter Measurement

(2015) Yang Wang et al.   AEROSOL SCIENCE AND TECHNOLOGY

New directions: Air pollution challenges for developing megacities like Delhi

(2015) Prashant Kumar et al.   ATMOSPHERIC ENVIRONMENT

Source attribution of air pollution by spatial scale separation using high spatial density networks of low cost air quality sensors

(2015) I. Heimann et al.   ATMOSPHERIC ENVIRONMENT

The rise of low-cost sensing for managing air pollution in cities

(2015) Prashant Kumar et al.   ENVIRONMENT INTERNATIONAL

A distributed network of low-cost continuous reading sensors to measure spatiotemporal variations of PM2.5 in Xi'an, China

(2015) Meiling Gao et al.   ENVIRONMENTAL POLLUTION

Light scattering: A review of particle characterization applications

(2015) Renliang Xu   Particuology

On the feasibility of measuring urban air pollution by wireless distributed sensor networks

(2015) Sharon Moltchanov et al.   SCIENCE OF THE TOTAL ENVIRONMENT

Approach for quantification of metal oxide type semiconductor gas sensors used for ambient air quality monitoring

(2015) N. Masson et al.   SENSORS AND ACTUATORS B-CHEMICAL

Urban air quality management-A review

(2015) Sunil Gulia et al.   Atmospheric Pollution Research

Deriving high-resolution urban air pollution maps using mobile sensor nodes

(2015) David Hasenfratz et al.   Pervasive and Mobile Computing

Calibration transfer between electronic nose systems for rapid In situ measurement of pulp and paper industry emissions

(2014) Sharvari Deshmukh et al.   ANALYTICA CHIMICA ACTA

Nature of air pollution, emission sources, and management in the Indian cities

(2014) Sarath K. Guttikunda et al.   ATMOSPHERIC ENVIRONMENT

Cyclist exposure to UFP and BC on urban routes in Antwerp, Belgium

(2014) Jan Peters et al.   ATMOSPHERIC ENVIRONMENT

High Density Ozone Monitoring Using Gas Sensitive Semi-Conductor Sensors in the Lower Fraser Valley, British Columbia

(2014) Mark Bart et al.   ENVIRONMENTAL SCIENCE & TECHNOLOGY

The Discoloration of the Taj Mahal due to Particulate Carbon and Dust Deposition

(2014) M. H. Bergin et al.   ENVIRONMENTAL SCIENCE & TECHNOLOGY

The use of electrochemical sensors for monitoring urban air quality in low-cost, high-density networks

(2013) M.I. Mead et al.   ATMOSPHERIC ENVIRONMENT

Quantity is Nothing without Quality: Automated QA/QC for Streaming Environmental Sensor Data

(2013) John L. Campbell et al.   BIOSCIENCE

Validation of low-cost ozone measurement instruments suitable for use in an air-quality monitoring network

(2013) David E Williams et al.   MEASUREMENT SCIENCE and TECHNOLOGY

Enabling a transferable calibration model for metal-oxide type electronic noses

(2013) Marcel Bruins et al.   SENSORS AND ACTUATORS B-CHEMICAL

Using a new, low-cost air quality sensor to quantify second-hand smoke (SHS) levels in homes

(2013) Sean Semple et al.   TOBACCO CONTROL

Effect of Air Pollution Control on Life Expectancy in the United States

(2012) Andrew W. Correia et al.   EPIDEMIOLOGY

Semi-Supervised Learning Techniques in Artificial Olfaction: A Novel Approach to Classification Problems and Drift Counteraction

(2012) S. De Vito et al.   IEEE SENSORS JOURNAL

Field evaluation of particulate matter measurements using tapered element oscillating microbalance in a layer house

(2012) Qian-Feng Li et al.   JOURNAL OF THE AIR & WASTE MANAGEMENT ASSOCIATION

Estimated Short-Term Effects of Coarse Particles on Daily Mortality in Stockholm, Sweden

(2011) Kadri Meister et al.   ENVIRONMENTAL HEALTH PERSPECTIVES

Metal Oxide Semi-Conductor Gas Sensors in Environmental Monitoring

(2010) George F. Fine et al.   SENSORS

A hyperbolic model for the effects of urbanization on air pollution

(2009) E. Barbera et al.   APPLIED MATHEMATICAL MODELLING

Micro Sensor Node for Air Pollutant Monitoring: Hardware and Software Issues

(2009) Sukwon Choi et al.   SENSORS

Review of solutions to global warming, air pollution, and energy security

(2008) Mark Z. Jacobson   Energy & Environmental Science

Human health effects of air pollution

(2007) Marilena Kampa et al.   ENVIRONMENTAL POLLUTION