Kerry Nice

Identifying safe intersection design through unsupervised feature extraction from satellite imagery

Jasper S Wijnands, Haifeng Zhao, Kerry A Nice, Jason Thompson, Katherine Scully, Jingqiu Guo, Mark Stevenson

Journal article  |  2020  |  Computer-Aided Civil and Infrastructure Engineering

The World Health Organization has listed the design of safer intersections as a key intervention to reduce global road trauma. Thi..

Streetscape augmentation using generative adversarial networks: Insights related to health and wellbeing

Jasper S Wijnands, Kerry A Nice, Jason Thompson, Haifeng Zhao, Mark Stevenson

Journal article  |  2020  |  Sustainable Cities and Society

Deep learning using neural networks has provided advances in image style transfer, merging the content of one image (e.g., a photo..

An urban ecohydrological model to quantify the effect of vegetation on urban climate and hydrology (UT&C v1.0)

Naika Meili, Gabriele Manoli, Paolo Burlando, Elie Bou-Zeid, Winston TL Chow, Andrew M Coutts, Edoardo Daly, Kerry A Nice, Matthias Roth, Nigel J Tapper, Erik Velasco, Enrique R Vivoni, Simone Fatichi

Journal article  |  2020  |  Geoscientific Model Development

Abstract. Increasing urbanization is likely to intensify the urban heat island effect, decrease outdoor thermal comfort, and enhan..

Mean radiant temperature modeling outdoors: A comparison of three approaches

Csilla V Gál, Kerry Nice

Conference Proceedings  |  2020  |  100th Annual Meeting of the American Meteorological Society (AMS) jointly with the 15th Symposium on the Urban Environment

The "Paris-end" of Town?: Deriving Urban Typologies Using Three Imagery Types

Kerry Nice, Jason Thompson, Jasper Wijnands, Gideon Aschwanden, Mark Stevenson

Journal article  |  2020  |  Urban Science

Urban typologies allow areas to be categorised according to form and the social, demographic, and political uses of the areas. The..

A global analysis of urban design types and road transport injury: an image processing study.

Jason Thompson, Mark Stevenson, Jasper S Wijnands, Kerry A Nice, Gideon Dpa Aschwanden, Jeremy Silver, Mark Nieuwenhuijsen, Peter Rayner, Robyn Schofield, Rohit Hariharan, Christopher N Morrison

Journal article  |  2020  |  Lancet Planetary Health

BACKGROUND: Death and injury due to motor vehicle crashes is the world's fifth leading cause of mortality and morbidity. City and ..

Salisbury case study final report: water sensitive outcomes for infill development

MA Renouf, SJ Kenway, N Bertram, G London, O Sainsbury, T Todorovic, Kerry Nice, S Surendran, M Moravej

Report  |  2020

Models for Water-sensitive Middle Suburban Infill Development

Tatjana Todorovic, Geoffrey London, Nigel Bertram, Oscar Sainsbury, Marguerite A Renouf, Steven J Kenway, Kerry Nice

Conference Proceedings  |  2020  |  State of Australian Cities Conference 2019, 3-5 December 2019

Infill development in Australian cities over the coming decades is expected to have considerable negative influence on the hydrolo..

Reducing Cyclist Crashes by Assessing the Road Environment: An Application of Google Imagery and Machine Learning

Haifeng Zhao, Jasper Wijnands, Kerry Nice, Jason Thompson, Gideon Aschwanden, Jingqiu Guo, Mark Stevenson

Journal article  |  2019  |  Journal of Transport & Health

Background: Cycling is an active and sustainable transportation mode, and is associated with health, environmental and societal be..

REDUCING CYCLIST CRASHES BY ASSESSING THE ROAD ENVIRONMENT: AN APPLICATION OF GOOGLE IMAGERY AND MACHINE LEARNING

Haifeng Zhao, Jasper Wijnands, Kerry Nice, Jason Thompson, Gideon Aschwanden, Jingqiu Guo, Mark Stevenson

Journal article  |  2019  |  JOURNAL OF TRANSPORT & HEALTH