Air quality mapping and visualisation: An affordable solution based on a vehicle-mounted sensor network

JOURNAL OF CLEANER PRODUCTION

卷:315

Article

Santana, Pedro^1,2  Almeida, Alexandre^1,3  Mariano, Pedro⁴  Correia, Carolina⁴  Martins, Vania⁴  Almeida, Susana Marta⁴ 

[1] Inst Univ Lisboa ISCTE IUL, Lisbon, Portugal

[2] Informat Sci & Technol & Architecture Res Ctr ISr, Lisbon, Portugal

[3] Inst Telecomunicacoes, Lisbon, Portugal

[4] Inst Super Tecn, Ctr Ciencias & Tecnol Nucl C2TN, Lisbon, Portugal

关键词: Air pollution;    Air quality;    Human exposure;    Mobile sensor networks;    Scientific data visualisation;    Awareness;   

DOI  :  10.1016/j.jclepro.2021.128194

来源: Elsevier

【 摘 要 】

This paper describes a prototype of the ExpoLIS system, which aims at: (1) informing citizens regarding the air quality of their surroundings and how to cope with it (e.g., choosing commuting routes according to a health model); and (2) gathering dense spatiotemporal air quality data to support the empirical work of environmental experts. The system is composed of: (1) an affordable and custom vehicle-mounted sensor network for air quality monitoring; (2) a server to store, process, and map all gathered geo-referenced sensory data; and (3) a set of user-centred visualisation and prediction services tailored for citizens and environmental experts. Experimental validation of each component of the proposed system shows that the current prototype is capable of tracking spatiotemporal air quality changes and of providing users with access to these events via a set of interfaces. The results show evidence of a strong correlation in static situations (R2 of 0.96 for PM2.5) between the proposed low-cost all-weather system and a high-cost equipment with no weather protection. The results also show a weaker correlation (R2 of 0.57 for PM2.5), but still satisfactory, in dynamic settings. In short, this paper presents experimental evidence that supports the claim that the ExpoLIS system is feasible and valuable to both citizens and environmental scientists.

【 授权许可】

Free