Crowdsourcing urban air temperatures from smartphone battery temperatures

Journal Article (2013)
Author(s)

A. Overeem (Royal Netherlands Meteorological Institute (KNMI), Wageningen University & Research)

J. C. R. Robinson (OpenSignal)

H. Leijnse (Royal Netherlands Meteorological Institute (KNMI))

G. J. Steeneveld (Wageningen University & Research)

B. K. P. Horn (Massachusetts Institute of Technology)

R. Uijlenhoet (Wageningen University & Research)

DOI related publication
https://doi.org/10.1002/grl.50786 Final published version
More Info
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Publication Year
2013
Language
English
Issue number
15
Volume number
40
Pages (from-to)
4081-4085
Downloads counter
198

Abstract

Accurate air temperature observations in urban areas are important for meteorology and energy demand planning. They are indispensable to study the urban heat island effect and the adverse effects of high temperatures on human health. However, the availability of temperature observations in cities is often limited. Here we show that relatively accurate air temperature information for the urban canopy layer can be obtained from an alternative, nowadays omnipresent source: smartphones. In this study, battery temperatures were collected by an Android application for smartphones. A straightforward heat transfer model is employed to estimate daily mean air temperatures from smartphone battery temperatures for eight major cities around the world. The results demonstrate the enormous potential of this crowdsourcing application for real-time temperature monitoring in densely populated areas.