Simulating emergent urban form using agent-based modeling: Desakota in the Suzhou-Wuxian region in China

Y Xie, M Batty, K Zhao - Annals of the Association of American …, 2007 - Taylor & Francis
We propose that the emergent phenomenon know as “desakota,” the rapid urbanization of
densely populated rural populations in the newly developed world, particularly China, can …

Brains versus brawn—comparative strategies for the calibration of a cellular automata-based urban growth model

NC Goldstein - GeoDynamics, 2004 - taylorfrancis.com
One popular urban growth model is the SLEUTH, created by Dr. Keith Clarke at UCSB
Geography (Clarke et al., 1996, 1997). SLEUTH is composed of a series of growth rules …

The effect of disaggregating land use categories in cellular automata during model calibration and forecasting

C Dietzel, K Clarke - Computers, environment and urban systems, 2006 - Elsevier
Spatial models of urban growth have the ability to play an important role in the planning
process; if not in aiding in policy decisions, then in processes such as visioning, storytelling …

Patch-based cellular automata model of urban growth simulation: Integrating feedback between quantitative composition and spatial configuration

J Yang, J Gong, W Tang, C Liu - Computers, Environment and Urban …, 2020 - Elsevier
Urban land use change modeling can enhance our understanding of processes and
patterns of urban growth that emerge from human-environment interactions. Cellular …

A coupled cellular automaton model for land use/land cover dynamics

J Candau, S Rasmussen, KC Clarke - 2000 - portal.findresearcher.sdu.dk
Abstract The Clarke Urban Growth Model (UGM), a cellular automaton (CA) that simulates
urban growth through time, is coupled with the Deltatron Land Use/Land Cover Model …

Modeling urban dynamics through GIS-based cellular automata

M Batty, Y Xie, Z Sun - Computers, environment and urban systems, 1999 - Elsevier
In urban systems modeling, there are many elaborate dynamic models based on intricate
decision processes whose simulation must be based on customized software if their space …

Replication of spatio-temporal land use patterns at three levels of aggregation by an urban cellular automata

C Dietzel, KC Clarke - International conference on cellular automata, 2004 - Springer
The SLEUTH urban growth model [1] is a cellular automata model that has been widely
applied throughout the geographic literature to examine the historic settlement patterns of …

Modelling and simulating 'informal urbanization': An integrated agent-based and cellular automata model of urban residential growth in Ghana

FSK Agyemang, E Silva, S Fox - Environment and Planning …, 2023 - journals.sagepub.com
The global urban population is expected to grow by 2.5 billion over the next three decades,
and 90% of this growth will occur in African and Asian countries. Urban expansion in these …

Exploring the DNA of our regions: Classification of outputs from the SLEUTH model

N Gazulis, KC Clarke - International Conference on Cellular Automata, 2006 - Springer
The SLEUTH urban growth model is a cellular automata model that has been widely used
by geographers to examine the rural to urban transition as a physical process and to …

Exploring the historical determinants of urban growth patterns through cellular automata

K Stanilov, M Batty - Transactions in GIS, 2011 - Wiley Online Library
We have adapted METRONAMICA, an established cellular automata (CA) modelling
system, to simulate the historical growth of a section of a large world city. Our model is tuned …