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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...
Autores principales: | , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2022
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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. |
format | Online Article Text |
id | pubmed-8838550 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
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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