Property valuation using machine learning algorithms on statistical areas in Greater Sydney, Australia

Q Gao, V Shi, C Pettit, H Han - Land Use Policy, 2022 - Elsevier
Property valuation plays a significant role in urban economics and is of great importance to
various stakeholders who interact and shape the city, including property owners, buyers …

Fast Geographically Weighted Regression (FastGWR): a scalable algorithm to investigate spatial process heterogeneity in millions of observations

Z Li, AS Fotheringham, W Li… - International Journal of …, 2019 - Taylor & Francis
ABSTRACT Geographically Weighted Regression (GWR) is a widely used tool for exploring
spatial heterogeneity of processes over geographic space. GWR computes location-specific …

Assessing the role of the built environment and sociodemographic characteristics on walking travel distances in Bogotá

LA Guzman, J Peña, JA Carrasco - Journal of transport geography, 2020 - Elsevier
Planning for more sustainable mobility is an important goal for public authorities worldwide.
Setting better conditions for pedestrians and cyclists has been related to many social …

Co-evolution of the built environment and travel behaviour in Shenzhen, China

M Zhou, D Wang, X Guan - Transportation research part D: transport and …, 2022 - Elsevier
The impact of the built environment on travel behaviour may change over time especially
over the course of urban expansion. There is a long-time debate on the existence of a …

Examining the spatially heterogeneous effects of the built environment on walking among older adults

L Cheng, K Shi, J De Vos, M Cao, F Witlox - Transport policy, 2021 - Elsevier
Understanding the relationship between the built environment and walking among older
adults could offer important insights into land use and transport policies which seek to …

Walking, cycling, and public transport for commuting and non-commuting travels across 5 European urban regions: Modal choice correlates and motivations

H Charreire, C Roda, T Feuillet, A Piombini… - Journal of transport …, 2021 - Elsevier
The objective of this study was to explore individual and contextual-level characteristics
associated with active (walking and cycling) and public transport as main travel modes for …

Spatially varying relationships of soil Se concentration and rice Se concentration in Guangxi, China: A geographically weighted regression approach

B Li, X Liu, C Zhang, T Yu, T Wu, X Zhuo, C Li, L Wang… - Chemosphere, 2023 - Elsevier
In recent years, the biogeochemical behavior and environmental impact of Selenium (Se) on
soil-plant systems have received widespread attention, and traditional statistical methods …

Spatial determinants of excess all-cause mortality during the first wave of the COVID-19 epidemic in France

H Pilkington, T Feuillet, S Rican, JG de Bouillé… - BMC public health, 2021 - Springer
Background The first wave of the COVID-19 pandemic in France was associated with high
excess mortality, and anecdotal evidence pointed to differing excess mortality patterns …

Bikeability: assessing the objectively measured environment in relation to recreation and transportation bicycling

AK Porter, HW Kohl III, A Pérez… - Environment and …, 2020 - journals.sagepub.com
The objectives of this study were to examine the association between objectively measured
environmental variables and transportation and recreation bicycling frequency, and to …

One approach does not fit all settings: Exploring the effects of natural and built environments on running pleasantness across places

D Huang, M Kyttä, A Kajosaari, X Xie, J Zhang - Building and Environment, 2023 - Elsevier
Running is one of the most frequently practiced exercises worldwide. Perceived
pleasantness of running contributes to exercise motivation and thereby can promote running …