[HTML][HTML] Reviewing the application of machine learning methods to model urban form indicators in planning decision support systems: Potential, issues and …

SCK Tekouabou, EB Diop, R Azmi, R Jaligot… - Journal of King Saud …, 2022 - Elsevier
Modern cities dynamically face several challenges including digitalization, sustainability,
resilience and economic development. Urban planners and designers must develop urban …

[HTML][HTML] Spatial pattern evolution and prediction scenario of habitat quality in typical fragile ecological region, China: A case study of the Yellow River floodplain area

H Zhao, X Xu, J Tang, Z Wang, C Miao - Heliyon, 2023 - cell.com
Abstract The Yellow River basin is an important area for China to implement ecological
protection policies. Studying the habitat quality of the Yellow River floodplain area is of great …

Networking and sustainable development of urban spatial planning: Influence of rail transit

X Liu, H Xia - Sustainable Cities and Society, 2023 - Elsevier
Urban rail transit supports the development of megacities, while changes in urban spatial
structure affect the structure of urban rail transit networks and the carbon emissions of …

[HTML][HTML] A new modelling framework to assess changes in groundwater level

I Kalu, CE Ndehedehe, O Okwuashi, AE Eyoh… - Journal of Hydrology …, 2022 - Elsevier
Abstract Study region The Southern African region consists of ten countries including,
Angola, Zambia, Malawi, Namibia, Botswana, Zimbabwe, Mozambique, South Africa …

[HTML][HTML] Multi-temporal analysis of past and future land cover change in the highly urbanized state of Selangor, Malaysia

M Azari, L Billa, A Chan - Ecological Processes, 2022 - Springer
Background This study analysed the multi-temporal trend in land cover, and modelled a
future scenario of land cover for the year 2030 in the highly urbanized state of Selangor …

Artificial intelligence based methods for smart and sustainable urban planning: a systematic survey

SC Koumetio Tekouabou, EB Diop, R Azmi… - … Methods in Engineering, 2023 - Springer
The world's cities are facing various challenges such as rapid urbanization, poverty, climate
change, pollution, sustainable and inclusive development. Building futuristic smart and …

[HTML][HTML] A random forest-based CA-Markov Model to Examine the Dynamics of Land Use/Cover Change Aided with remote sensing and GIS

Z Zhang, G Hörmann, J Huang, N Fohrer - Remote Sensing, 2023 - mdpi.com
Understanding the land use/cover change (LUCC) in watersheds is essential for sustainable
development. The CA-Markov model has been proven to be an effective method for land use …

Modeling vibrant areas at nighttime: A machine learning-based analytical framework for urban regeneration

MJ Shi, Q Cao, A van Rompaey, M Pu, B Ran - Sustainable cities and …, 2023 - Elsevier
Enhancing vibrant areas at nighttime (VAN) is important for promoting urban regeneration.
However, the process simulation of the potential impact of urban renewal initiatives on VANs …

A user-friendly assessment of six commonly used urban growth models

Y Zhang, MP Kwan, J Yang - Computers, Environment and Urban Systems, 2023 - Elsevier
An accurate grasp of urban expansion patterns is conducive to efficient urban management
and planning. Various urban growth models have been developed to meet this need in the …

Spatio-temporal modeling of parcel-level land-use changes using machine learning methods

E Tepe, A Safikhani - Sustainable Cities and Society, 2023 - Elsevier
Spatio-temporal modeling of parcel-level land development dynamics is essential to
maintain sustainable urban growth. Modeling parcel-level urban development controlling …