A graph neural network trained on CCTV traffic flows, path signatures, and weather predicts hourly NO2 concentrations across London, but validation is limited and no baseline is reported.
Social Science & Medicine 75, 1469–1476 (2012)
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Transforming CCTV cameras into NO$_2$ sensors at city scale for adaptive policymaking
A graph neural network trained on CCTV traffic flows, path signatures, and weather predicts hourly NO2 concentrations across London, but validation is limited and no baseline is reported.