Publications

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2019

Li F, Li F, Li S, Long Y

Deciphering the recreational use of urban parks: Experiments using multi-source big data for all Chinese cities

Science of the Total Environment, 2019.

(Big Data, Housing and neighbourhood, Related publication)

Big Data, Housing and neighbourhood, Related publication

Zhang ZX, Long Y

Application of Wearable Cameras in Studying Individual Behaviors in Built Environments

Landscape Architecture Frontiers, 7 (2), pp. 22-37, 2019.

(Big Data, Housing and neighbourhood, Related publication)

Big Data, Housing and neighbourhood, Related publication

Suel E, Polak JW, Bennett JE, Ezzati M

Measuring social, environmental and health inequalities using deep learning and street imagery

Scientific Reports, 9 (6229), 2019.

(Big Data)

Big Data

Hong KY, Tsin PK, van den Bosch M, Brauer M, Henderson SB

Urban greenness extracted from pedestrian video and its relationship with surrounding air temperatures

Urban Forestry & Urban Greening, 38 , pp. 280-285, 2019.

(Big Data, Related publication)

Big Data, Related publication

Weichenthal S, Hatzopoulou M, Brauer M

A picture tells a thousand…exposures: Opportunities and challenges of deep learning image analyses in exposure science and environmental epidemiology

Environment International, 122 , pp. 3-10, 2019.

(Big Data, Measurement and Monitoring, Related publication)

Big Data, Measurement and Monitoring, Related publication

2018

Middel A, Lukasczyk J, Zakrzewski S, Arnold M, Maciejewski R

Urban form and composition of street canyons: A human-centric big data and deep learning approach

Landscape and Urban Planning, 183 , pp. 122-132, 2018.

(Big Data, Related publication)

Big Data, Related publication

Middel A, Lukasczyk J, Maciejewski R, Demuzere M, Rothe M

Sky View Factor footprints for urban climate modeling

Urban Climate, 25 , pp. 120-134, 2018.

(Big Data, Related publication)

Big Data, Related publication