[HTML][HTML] Street view imagery in urban analytics and GIS: A review

F Biljecki, K Ito - Landscape and Urban Planning, 2021 - Elsevier
Street view imagery has rapidly ascended as an important data source for geospatial data
collection and urban analytics, deriving insights and supporting informed decisions. Such …

Big data and IoT-based applications in smart environments: A systematic review

Y Hajjaji, W Boulila, IR Farah, I Romdhani… - Computer Science …, 2021 - Elsevier
This paper reviews big data and Internet of Things (IoT)-based applications in smart
environments. The aim is to identify key areas of application, current trends, data …

Analyzing the effects of Green View Index of neighborhood streets on walking time using Google Street View and deep learning

D Ki, S Lee - Landscape and Urban Planning, 2021 - Elsevier
Previous research has reported that greenery is an important factor in walking activities, with
greenery existing in various forms, including trees, gardens, green walls, and other …

Urban climates and climate change

V Masson, A Lemonsu, J Hidalgo… - Annual Review of …, 2020 - annualreviews.org
Cities are particularly vulnerable to extreme weather episodes, which are expected to
increase with climate change. Cities also influence their own local climate, for example …

[HTML][HTML] Using deep learning to examine street view green and blue spaces and their associations with geriatric depression in Bei**g, China

M Helbich, Y Yao, Y Liu, J Zhang, P Liu… - Environment international, 2019 - Elsevier
Background Residential green and blue spaces may be therapeutic for the mental health.
However, solid evidence on the linkage between exposure to green and blue spaces and …

Revealing spatio-temporal evolution of urban visual environments with street view imagery

X Liang, T Zhao, F Biljecki - Landscape and Urban Planning, 2023 - Elsevier
The visual landscape plays a pivotal role in urban planning and healthy cities. Recent
studies of visual evaluation focus on either objective or subjective approach, while …

Urban greenery and mental wellbeing in adults: Cross-sectional mediation analyses on multiple pathways across different greenery measures

R Wang, M Helbich, Y Yao, J Zhang, P Liu, Y Yuan… - Environmental …, 2019 - Elsevier
Background Multiple mechanisms have been proposed to explain how greenery in the
vicinity of people's homes enhances their mental health and wellbeing. Mediation studies …

Classification of urban morphology with deep learning: Application on urban vitality

W Chen, AN Wu, F Biljecki - Computers, Environment and Urban Systems, 2021 - Elsevier
There is a prevailing trend to study urban morphology quantitatively thanks to the growing
accessibility to various forms of spatial big data, increasing computing power, and use cases …

Micrometeorological determinants of pedestrian thermal exposure during record-breaking heat in Tempe, Arizona: Introducing the MaRTy observational platform

A Middel, ES Krayenhoff - Science of the total environment, 2019 - Elsevier
We report the first set of urban micrometeorological measurements for assessment of
pedestrian thermal exposure during extreme heat in a dry climate. Hourly measurements of …

Map** Europe into local climate zones

M Demuzere, B Bechtel, A Middel, G Mills - PloS one, 2019 - journals.plos.org
Cities are major drivers of environmental change at all scales and are especially at risk from
the ensuing effects, which include poor air quality, flooding and heat waves. Typically, these …