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

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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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Applications of low-cost sensing technologies for air quality monitoring and exposure assessment: How far have they gone?

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Journal Article

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References
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Practical Field Calibration of Portable Monitors for Mobile Measurements of Multiple Air Pollutants

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A Measurement-Driven Approach to Understand Urban Greenhouse Gas Emissions in Nordic Cities

TL;DR: The rationale and the design of the Carbon Track and Trace project (CTT) is described that aims to develop an automated system for greenhouse gas emissions monitoring through a low-cost city-level sensor network.
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The role of materials selection in the urban heat island effect in dry mid-latitude climates

TL;DR: In this article, the role of materials selected for different urban surfaces (e.g. on building walls, roofs and pavements) in the intensity of the urban heat island (UHI) phenomenon was investigated.
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A Traffic-Based Method to Predict and Map Urban Air Quality

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