Spatial planning of urban communities via deep reinforcement learning

Y Zheng, Y Lin, L Zhao, T Wu, D Jin, Y Li - Nature Computational …, 2023 - nature.com
Effective spatial planning of urban communities plays a critical role in the sustainable
development of cities. Despite the convenience brought by geographic information systems …

A systematic review of urban form generation and optimization for performance-driven urban design

X Zhang, X Wang, S Du, S Tian, A Jia, Y Ye… - Building and …, 2024 - Elsevier
To address the increased energy demands and carbon emissions caused by global
urbanization, it is imperative to seek high-performance urban design solutions. Urban form …

Modeling urban land-use changes using a landscape-driven patch-based cellular automaton (LP-CA)

J Lin, X Li, Y Wen, P He - Cities, 2023 - Elsevier
Cellular automaton (CA) is a widely-used tool for modeling land-use changes that can
enhance our understanding of past and future urban development. Previous studies have …

Simulating urban land-use changes at a large scale by integrating dynamic land parcel subdivision and vector-based cellular automata

Y Yao, X Liu, X Li, P Liu, Y Hong… - International Journal of …, 2017 - Taylor & Francis
Cellular automata (CA) have been widely used to simulate complex urban development
processes. Previous studies indicated that vector-based cellular automata (VCA) could be …

GIS-based assessment of banana residual biomass potential for ethanol production and power generation: a case study

AB Guerrero, PL Aguado, J Sánchez… - Waste and biomass …, 2016 - Springer
Purpose Banana is one of the most important fruit crops in the world. The plant bears one
bunch in its life, leaving behind a large amount of agricultural residues (starchy and …

Characterization of neighborhood sensitivity of an irregular cellular automata model of urban growth

KR Dahal, TE Chow - International Journal of Geographical …, 2015 - Taylor & Francis
The neighborhood definition, which determines the influence on a cell from its nearby cells
within a localized region, plays a critical role in the performance of a cellular automaton (CA) …

Modelling future impacts of urban development in Kuwait with the use of ABM and GIS

N Alghais, D Pullar - Transactions in GIS, 2018 - Wiley Online Library
During the last six decades, Kuwait has experienced rapid and unprecedented population
growth with only a small increase in the urban areas. The alarming rise in urban density in …

[HTML][HTML] Leveraging Smart City Technologies for Enhanced Real Estate Development: An Integrative Review

T Al-Rimawi, M Nadler - Smart Cities, 2025 - mdpi.com
Highlights: What are the main findings? Smart technologies are mature enough to leave
academic shelves and be utilized in the practical field; A total of 131 added values were …

Urban hypotheses and spatiotemporal characterization of urban growth in the Treasure Valley of Idaho, USA

KR Dahal, S Benner, E Lindquist - Applied Geography, 2017 - Elsevier
Spatiotemporal patterns of urban growth can help identify impacts of urbanization, assess
conceptual models of that growth, help predict future change, and inform associated urban …

Simulation of urban expansion based on cellular automata and maximum entropy model

Y Zhang, X Liu, G Chen, G Hu - Science China Earth Sciences, 2020 - Springer
Urban expansion is a hot topic in land use/land cover change (LUCC) researches. In this
paper, maximum entropy model and cellular automata (CA) model are coupled into a new …