[HTML][HTML] Integration of machine learning and remote sensing for above ground biomass estimation through Landsat-9 and field data in temperate forests of the …

SA Anees, K Mehmood, WR Khan, M Sajjad… - Ecological …, 2024 - Elsevier
Accurately estimating aboveground biomass (AGB) in forest ecosystems facilitates efficient
resource management, carbon accounting, and conservation efforts. This study examines …

[HTML][HTML] Gender differences in active travel among older adults: Non-linear built environment insights

Y Yang, K Sasaki, L Cheng, X Liu - Transportation research part D: transport …, 2022 - Elsevier
Although many studies have revealed the relationship between the built environment and
active travel among older adults, limited studies offer insights into gender differences. Using …

Transit-Oriented Development and Sustainable Cities: A Visual Analysis of the Literature Based on CiteSpace and VOSviewer

Q Fang, T Inoue, D Li, Q Liu, J Ma - Sustainability, 2023 - mdpi.com
In the last three decades, relevant research has rapidly increased in tandem with the global
popularity of TOD (transit-oriented development) initiatives. It is vital to thoroughly …

Spatiotemporal characteristics and driving factors of CO2 emissions from road freight transportation

P Zhao, Z Li, Z Xiao, S Jiang, Z He, M Zhang - Transportation Research Part …, 2023 - Elsevier
Urban freight emissions play a vital role in the overall CO 2 emissions of the transportation
sector. However, previous studies have mainly focused on the CO 2 emissions of the entire …

[HTML][HTML] Data-driven interpretation on interactive and nonlinear effects of the correlated built environment on shared mobility

K Gao, Y Yang, J Gil, X Qu - Journal of Transport Geography, 2023 - Elsevier
Understanding the usage demand of shared mobility systems in different areas of a city and
its determinants is crucial for planning, operation and management of the systems. This …

Illustrating nonlinear effects of built environment attributes on housing renters' transit commuting

C Ding, T Liu, X Cao, L Tian - … Research Part D: Transport and Environment, 2022 - Elsevier
The empirical relationships between the built environment and transit use can support policy
interventions for transit promotion. Limited studies have emphasized housing renters who …

Nonlinear effects of factors on dockless bike-sharing usage considering grid-based spatiotemporal heterogeneity

Y Wang, Z Zhan, Y Mi, A Sobhani, H Zhou - Transportation Research Part D …, 2022 - Elsevier
To better understand dockless bike-sharing (DBS) usage and advance the knowledge on
shared bicycle service, this study empirically investigated the riding behavior in the time and …

Machine learning techniques for evaluating the nonlinear link between built-environment characteristics and travel behaviors: a systematic review

M Aghaabbasi, S Chalermpong - Travel behaviour and society, 2023 - safetylit.org
For years, linearity assumptions have been used to assess the relationship between the built
environment and travel behavior. However, recent investigations have revealed that these …

Exploring nonlinear effects of built environment on jogging behavior using random forest

Y Liu, Y Li, W Yang, J Hu - Applied geography, 2023 - Elsevier
Outdoor jogging is a beneficial and replicable physical activity (PA). The nonlinear effects of
the built environment (BE) on jogging fitness received little attention, compared with the …

Associations between the streetscape built environment and walking to school among primary schoolchildren in Beijing, China

X Wang, Y Liu, C Zhu, Y Yao, M Helbich - Journal of transport geography, 2022 - Elsevier
Active travel to school is considered one of the channels for improving schoolchildren's daily
physical activity level. The built environment is increasingly recognized as a factor likely to …