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 …
Graph theory in ecological network analysis: A systematic review for connectivity assessment
Graph theory (GT) has become an indispensable tool for exploring environmental
interconnections and elucidating ecological relationships. The integration of GT with …
interconnections and elucidating ecological relationships. The integration of GT with …
Simulating urban land use change by integrating a convolutional neural network with vector-based cellular automata
Vector-based cellular automata (VCA) models have been applied in land use change
simulations at fine scales. However, the neighborhood effects of the driving factors are rarely …
simulations at fine scales. However, the neighborhood effects of the driving factors are rarely …
A novel spatio-temporal cellular automata model coupling partitioning with CNN-LSTM to urban land change simulation
Y Zhou, C Huang, T Wu, M Zhang - Ecological Modelling, 2023 - Elsevier
Land use change (LUC) has gained attention as a core topic of global ecological
environment change research. The cellular automata (CA) model affects the global layout …
environment change research. The cellular automata (CA) model affects the global layout …
[HTML][HTML] Combining a land parcel cellular automata (LP-CA) model with participatory approaches in the simulation of disruptive future scenarios of urban land use …
Urban development is a process that becomes increasingly complex as the city evolves and
in which unexpected events can happen which may alter the envisaged trend over time. To …
in which unexpected events can happen which may alter the envisaged trend over time. To …
Urban growth modeling using cellular automata model and AHP (case study: Qazvin city)
N Falah, A Karimi, AT Harandi - Modeling Earth Systems and Environment, 2020 - Springer
Irregular growth in the surrounding lands is one of the most important issues for the city
managers and programmers at various levels. Whereas nowadays study the process of land …
managers and programmers at various levels. Whereas nowadays study the process of land …
Simulating urban land-use changes at a large scale by integrating dynamic land parcel subdivision and vector-based cellular automata
Cellular automata (CA) have been widely used to simulate complex urban development
processes. Previous studies indicated that vector-based cellular automata (VCA) could be …
processes. Previous studies indicated that vector-based cellular automata (VCA) could be …
Capturing the varying effects of driving forces over time for the simulation of urban growth by using survival analysis and cellular automata
Cellular automata (CA) have been widely used for simulating realistic urban growth. With the
increasing availability of multitemporal land-use data, there remains challenges in how to …
increasing availability of multitemporal land-use data, there remains challenges in how to …
Simulating multiple urban land use changes by integrating transportation accessibility and a vector-based cellular automata: a case study on city of Toronto
The accessibility provided by the transportation system plays an essential role in driving
urban growth and urban functional land use changes. Conventional studies on land use …
urban growth and urban functional land use changes. Conventional studies on land use …
Urban sprawl on natural lands: Analyzing and predicting the trend of land use changes and sprawl in Mazandaran city region, Iran
Land use changes, sprawl and its implications for natural lands (garden, agricultural and
cultivated lands) have received increasing consideration in many countries and regions over …
cultivated lands) have received increasing consideration in many countries and regions over …