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Atmospheric Chemistry and Physics An interactive open-access journal of the European Geosciences Union
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We explore using the percent of Facebook posters mentioning smoke or air quality to assess exposure to wildfire smoke in the western US during summer 2015. We compare this de-identified, aggregated Facebook dataset to satellite observations, surface measurements, and model-simulated concentrations, and we find good agreement in smoke-impacted regions. Our results suggest that aggregate social media data can be used to supplement traditional datasets to estimate smoke exposure.
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Articles | Volume 17, issue 12
Atmos. Chem. Phys., 17, 7541–7554, 2017
https://doi.org/10.5194/acp-17-7541-2017
Atmos. Chem. Phys., 17, 7541–7554, 2017
https://doi.org/10.5194/acp-17-7541-2017

Research article 22 Jun 2017

Research article | 22 Jun 2017

Status update: is smoke on your mind? Using social media to assess smoke exposure

Bonne Ford et al.

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Latest update: 17 Jan 2021
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Short summary
We explore using the percent of Facebook posters mentioning smoke or air quality to assess exposure to wildfire smoke in the western US during summer 2015. We compare this de-identified, aggregated Facebook dataset to satellite observations, surface measurements, and model-simulated concentrations, and we find good agreement in smoke-impacted regions. Our results suggest that aggregate social media data can be used to supplement traditional datasets to estimate smoke exposure.
Citation
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Final-revised paper
Preprint