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

TLDR
In this article, the authors illustrate the drivers behind current rises in the use of low-cost sensors for air pollution management in cities, whilst addressing the major challenges for their effective implementation.
Abstract
Ever growing populations in cities are associated with a major increase in road vehicles and air pollution. The overall high levels of urban air pollution have been shown to be of a significant risk to city dwellers. However, the impacts of very high but temporally and spatially restricted pollution, and thus exposure, are still poorly understood. Conventional approaches to air quality monitoring are based on networks of static and sparse measurement stations. However, these are prohibitively expensive to capture tempo-spatial heterogeneity and identify pollution hotspots, which is required for the development of robust real-time strategies for exposure control. Current progress in developing low-cost micro-scale sensing technology is radically changing the conventional approach to allow real-time information in a capillary form. But the question remains whether there is value in the less accurate data they generate. This article illustrates the drivers behind current rises in the use of low-cost sensors for air pollution management in cities, whilst addressing the major challenges for their effective implementation.

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Citations
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Sensors Network as an Added Value for the Characterization of Spatial and Temporal Air Quality Patterns at the Urban Scale

TL;DR: In this paper , an air quality monitoring network was installed in the city of Aveiro (Portugal), to evaluate the potential of sensors to characterize spatial and temporal patterns of air quality.
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High time-resolution fenceline air quality sensing and dispersion modeling for environmental justice-centered source attribution

TL;DR: In this paper , an application of low-cost air quality sensors (LCAQS) is used to facilitate exposure assessment for environmental justice communities and investigating the effects from nearby emitters, and the authors demonstrate an application at the Spring Valley High School (SVHS), located at the southern fenceline of an asphalt plant in Las Vegas, Nevada, from March through August 2019 to assess the plant's contributions to schoolchildren's PM2.5 and PM10 exposure.
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Three-dimensional spatial inhomogeneity of traffic-generated urban PM2.5 in street canyons

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Building the Bridge to a Participatory Citizenship: Curricular Integration of Communal Environmental Issues in School Projects Supported by the Internet of Things

TL;DR: In this paper , a study conducted by the authors in a secondary school from the outskirts of Aveiro, Portugal, during the 2019/2020 school year revealed a lack of citizenship and engagement in community issues.
Proceedings ArticleDOI

Water and air quality monitoring with multiparameter chemical sensors Managing non-idealities from lab to field

TL;DR: In this article , the authors discuss the challenges of real life deployment for chemical sensors with two examples, a carbon nanotubes chemistor array and a PEI-functionalized microwave resonator.
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