{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,7,29]],"date-time":"2026-07-29T11:00:06Z","timestamp":1785322806347,"version":"3.55.0"},"reference-count":22,"publisher":"MDPI AG","issue":"12","license":[{"start":{"date-parts":[[2025,6,15]],"date-time":"2025-06-15T00:00:00Z","timestamp":1749945600000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by\/4.0\/"}],"funder":[{"name":"SOCIO-BEE Horizon Europe project","award":["101037648"],"award-info":[{"award-number":["101037648"]}]},{"name":"DEUSTEK5 (IT1582-22) Basque University system\u2019s A grade research team","award":["101037648"],"award-info":[{"award-number":["101037648"]}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["Sensors"],"abstract":"<jats:p>Air pollution is a major environmental and public health challenge, especially in urban areas where fine-grained air quality data are essential to effective interventions. Traditional monitoring networks, while accurate, often lack spatial resolution and public engagement. This study presents a novel wearable wireless sensor node (WSN) that was developed within the Horizon Europe SOCIO-BEE project to support air quality monitoring through citizen science (CS). The low-cost, body-mounted WSN measures NO2, O3, and PM2.5. Three pilot campaigns were conducted in Ancona (Italy), Maroussi (Greece), and Zaragoza (Spain), and involved diverse user groups\u2014seniors, commuters, and students, respectively. PM2.5 sensor data were validated through two approaches: direct comparison with reference stations and spatial clustering analysis using K-means. The results show strong correlation with official PM2.5 data (R2 = 0.75), with an average absolute error of 0.54 \u00b5g\/m3 and a statistical confidence interval of \u00b13.3 \u00b5g\/m3. In Maroussi and Zaragoza, where no reference stations were available, the clustering approach yielded low intra-cluster coefficients of variation (CV = 0.50 \u00b1 0.40 in Maroussi, CV = 0.28 \u00b1 0.30 in Zaragoza), indicating that the measurements had high internal consistency and spatial homogeneity. Beyond technical validation, user engagement and perceptions were evaluated through pre-\/post-campaign surveys. Across all pilots, over 70% of participants reported satisfaction with the system\u2019s usability and inclusiveness. The findings demonstrate that wearable low-cost sensors, when supported by a structured engagement and data validation framework, can provide reliable, actionable air quality data, empowering citizens and informing evidence-based environmental policy.<\/jats:p>","DOI":"10.3390\/s25123739","type":"journal-article","created":{"date-parts":[[2025,6,16]],"date-time":"2025-06-16T06:40:27Z","timestamp":1750056027000},"page":"3739","update-policy":"https:\/\/doi.org\/10.3390\/mdpi_crossmark_policy","source":"Crossref","is-referenced-by-count":5,"title":["A Wearable Sensor Node for Measuring Air Quality Through Citizen Science Approach: Insights from the SOCIO-BEE Project"],"prefix":"10.3390","volume":"25","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-3682-5659","authenticated-orcid":false,"given":"Nicole","family":"Morresi","sequence":"first","affiliation":[{"name":"Department of Industrial Engineering and Mathematical Sciences, Polytechnic University of Marche, 60131 Ancona, Italy"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-0632-5768","authenticated-orcid":false,"given":"Maite","family":"Puerta-Beldarrain","sequence":"additional","affiliation":[{"name":"DeustoTech, University of Deusto, 48007 Bilbao, Spain"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-8055-6823","authenticated-orcid":false,"given":"Diego","family":"L\u00f3pez-de-Ipi\u00f1a","sequence":"additional","affiliation":[{"name":"DeustoTech, University of Deusto, 48007 Bilbao, Spain"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Alex","family":"Barco","sequence":"additional","affiliation":[{"name":"DeustoTech, University of Deusto, 48007 Bilbao, Spain"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-7439-2551","authenticated-orcid":false,"given":"Oihane","family":"G\u00f3mez-Carmona","sequence":"additional","affiliation":[{"name":"DeustoTech, University of Deusto, 48007 Bilbao, Spain"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0009-0009-1906-3216","authenticated-orcid":false,"given":"Carlos","family":"L\u00f3pez-Gomollon","sequence":"additional","affiliation":[{"name":"Ayuntamiento de Zaragoza, 50003 Zaragoza, Spain"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-1070-7494","authenticated-orcid":false,"given":"Diego","family":"Casado-Mansilla","sequence":"additional","affiliation":[{"name":"DeustoTech, University of Deusto, 48007 Bilbao, Spain"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Maria","family":"Kotzagianni","sequence":"additional","affiliation":[{"name":"Municipality of Amaroussion, 15100 Athens, Greece"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-9909-0816","authenticated-orcid":false,"given":"Sara","family":"Casaccia","sequence":"additional","affiliation":[{"name":"Department of Industrial Engineering and Mathematical Sciences, Polytechnic University of Marche, 60131 Ancona, Italy"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Sergi","family":"Udina","sequence":"additional","affiliation":[{"name":"Data Science Team, Bettair Cities SL, 08907 Barcelona, Spain"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-3372-7543","authenticated-orcid":false,"given":"Gian Marco","family":"Revel","sequence":"additional","affiliation":[{"name":"Department of Industrial Engineering and Mathematical Sciences, Polytechnic University of Marche, 60131 Ancona, Italy"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"1968","published-online":{"date-parts":[[2025,6,15]]},"reference":[{"key":"ref_1","unstructured":"European Commission (2025, February 24). 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