Automated classification of time-activity-location patterns for improved estimation of personal exposure to air pollution

• Main Authors: Lia Chatzidiakou (Author), Anika Krause (Author), Mike Kellaway (Author), Yiqun Han (Author), Yilin Li (Author), Elizabeth Martin (Author), Frank J. Kelly (Author), Tong Zhu (Author), Benjamin Barratt (Author), Roderic L. Jones (Author)
• Format: Book
• Published: BMC, 2022-12-01T00:00:00Z.
• Subjects: article
• Online Access: Connect to this object online.

Abstract Background Air pollution epidemiology has primarily relied on measurements from fixed outdoor air quality monitoring stations to derive population-scale exposure. Characterisation of individual time-activity-location patterns is critical for accurate estimations of personal exposure and dos...