Stochastic cellular automata modeling of urban land use dynamics: empirical development and estimation
An increasing number of models for predicting land use change in rapidly urbanizing
regions are being proposed and built using ideas from cellular automata (CA). Calibrating …
regions are being proposed and built using ideas from cellular automata (CA). Calibrating …
Calibration of stochastic cellular automata: the application to rural-urban land conversions
F Wu - International journal of geographical information …, 2002 - Taylor & Francis
Despite the recognition of cellular automata (CA) as a flexible and powerful tool for urban
growth simulation, the calibration of CA had been largely heuristic until recent efforts to …
growth simulation, the calibration of CA had been largely heuristic until recent efforts to …
A review of assessment methods for cellular automata models of land-use change and urban growth
Cellular automata (CA) models are in growing use for land-use change simulation and
future scenario prediction. It is necessary to conduct model assessment that reports the …
future scenario prediction. It is necessary to conduct model assessment that reports the …
Modelling urban change with cellular automata: Contemporary issues and future research directions
The study of land use change in urban and regional systems has been dramatically
transformed in the last four decades by the emergence and application of cellular automata …
transformed in the last four decades by the emergence and application of cellular automata …
The use of constrained cellular automata for high-resolution modelling of urban land-use dynamics
A cellular automaton is specified to give a spatially detailed representation of the evolution
of urban land-use patterns. Cell states represent land uses, and transition rules express the …
of urban land-use patterns. Cell states represent land uses, and transition rules express the …
A cellular automata model for urban land-use simulation
This paper presents an urban land-use simulation model using cellular automata (CA). In
the model urban growth is regarded as the result of a global process underpinned by local …
the model urban growth is regarded as the result of a global process underpinned by local …
Using neural networks and cellular automata for modelling intra‐urban land‐use dynamics
CM Almeida, JM Gleriani, EF Castejon… - International Journal …, 2008 - Taylor & Francis
Empirical models designed to simulate and predict urban land‐use change in real situations
are generally based on the utilization of statistical techniques to compute the land‐use …
are generally based on the utilization of statistical techniques to compute the land‐use …
A comparative analysis of cellular automata models for simulation of small urban areas in Galicia, NW Spain
Urban growth models developed in the second half of the 20th century have allowed for a
better understanding of the dynamics of urban growth. Among these models, cellular …
better understanding of the dynamics of urban growth. Among these models, cellular …
Modeling urban growth using a variable grid cellular automaton
Constrained cellular automata (CA) are frequently used for modeling land use change and
urban growth. In these models land use dynamics are generated by a set of cell state …
urban growth. In these models land use dynamics are generated by a set of cell state …
The impact of variation in scale on the behavior of a cellular automata used for land use change modeling
Y Pan, A Roth, Z Yu, R Doluschitz - Computers, Environment and Urban …, 2010 - Elsevier
The cellular automata (CA) model is an important tool in land use studies. Scale is a central
concept in both land use research and CA models. To better understand the connection …
concept in both land use research and CA models. To better understand the connection …