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A Novel Bike-Mounted Sensing Device with Cloud Connectivity for Dynamic Air-Quality Monitoring by Urban Cyclists

We present a device based on low-cost electrochemical and optical sensors, designed to be attached to bicycle handlebars, with the aim of monitoring the air quality in urban environments. The system has three electrochemical sensors for measuring NO(2) and O(3) and an optical particle-matter (PM) se...

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Detalles Bibliográficos
Autores principales: Gómez-Suárez, Jaime, Arroyo, Patricia, Alfonso, Raimundo, Suárez, José Ignacio, Pinilla-Gil, Eduardo, Lozano, Jesús
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8838550/
https://www.ncbi.nlm.nih.gov/pubmed/35162017
http://dx.doi.org/10.3390/s22031272
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author Gómez-Suárez, Jaime
Arroyo, Patricia
Alfonso, Raimundo
Suárez, José Ignacio
Pinilla-Gil, Eduardo
Lozano, Jesús
author_facet Gómez-Suárez, Jaime
Arroyo, Patricia
Alfonso, Raimundo
Suárez, José Ignacio
Pinilla-Gil, Eduardo
Lozano, Jesús
author_sort Gómez-Suárez, Jaime
collection PubMed
description We present a device based on low-cost electrochemical and optical sensors, designed to be attached to bicycle handlebars, with the aim of monitoring the air quality in urban environments. The system has three electrochemical sensors for measuring NO(2) and O(3) and an optical particle-matter (PM) sensor for PM(2).(5) and PM(10) concentrations. The electronic instrumentation was home-developed for this application. To ensure a constant air flow, the input fan of the particle sensor is used as an air supply pump to the rest of the sensors. Eight identical devices were built; two were collocated in parallel with a reference urban-air-quality-monitoring station and calibrated using a neural network (R(2) > 0.83). Several bicycle routes were carried out throughout the city of Badajoz (Spain) to allow the device to be tested in real field conditions. An air-quality index was calculated to facilitate the user’s understanding. The results show that this index provides data on the spatiotemporal variability of pollutants between the central and peripheral areas, including changes between weekdays and weekends and between different times of the day, thus providing valuable information for citizens through a dedicated cloud-based data platform.
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spelling pubmed-88385502022-02-13 A Novel Bike-Mounted Sensing Device with Cloud Connectivity for Dynamic Air-Quality Monitoring by Urban Cyclists Gómez-Suárez, Jaime Arroyo, Patricia Alfonso, Raimundo Suárez, José Ignacio Pinilla-Gil, Eduardo Lozano, Jesús Sensors (Basel) Article We present a device based on low-cost electrochemical and optical sensors, designed to be attached to bicycle handlebars, with the aim of monitoring the air quality in urban environments. The system has three electrochemical sensors for measuring NO(2) and O(3) and an optical particle-matter (PM) sensor for PM(2).(5) and PM(10) concentrations. The electronic instrumentation was home-developed for this application. To ensure a constant air flow, the input fan of the particle sensor is used as an air supply pump to the rest of the sensors. Eight identical devices were built; two were collocated in parallel with a reference urban-air-quality-monitoring station and calibrated using a neural network (R(2) > 0.83). Several bicycle routes were carried out throughout the city of Badajoz (Spain) to allow the device to be tested in real field conditions. An air-quality index was calculated to facilitate the user’s understanding. The results show that this index provides data on the spatiotemporal variability of pollutants between the central and peripheral areas, including changes between weekdays and weekends and between different times of the day, thus providing valuable information for citizens through a dedicated cloud-based data platform. MDPI 2022-02-08 /pmc/articles/PMC8838550/ /pubmed/35162017 http://dx.doi.org/10.3390/s22031272 Text en © 2022 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Gómez-Suárez, Jaime
Arroyo, Patricia
Alfonso, Raimundo
Suárez, José Ignacio
Pinilla-Gil, Eduardo
Lozano, Jesús
A Novel Bike-Mounted Sensing Device with Cloud Connectivity for Dynamic Air-Quality Monitoring by Urban Cyclists
title A Novel Bike-Mounted Sensing Device with Cloud Connectivity for Dynamic Air-Quality Monitoring by Urban Cyclists
title_full A Novel Bike-Mounted Sensing Device with Cloud Connectivity for Dynamic Air-Quality Monitoring by Urban Cyclists
title_fullStr A Novel Bike-Mounted Sensing Device with Cloud Connectivity for Dynamic Air-Quality Monitoring by Urban Cyclists
title_full_unstemmed A Novel Bike-Mounted Sensing Device with Cloud Connectivity for Dynamic Air-Quality Monitoring by Urban Cyclists
title_short A Novel Bike-Mounted Sensing Device with Cloud Connectivity for Dynamic Air-Quality Monitoring by Urban Cyclists
title_sort novel bike-mounted sensing device with cloud connectivity for dynamic air-quality monitoring by urban cyclists
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8838550/
https://www.ncbi.nlm.nih.gov/pubmed/35162017
http://dx.doi.org/10.3390/s22031272
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