Spatiotemporal Monitoring of Urban Sprawl in a Coastal City Using GIS-Based Markov Chain and Artificial Neural Network (ANN).
Shawky MansourEman GhoneimAsmaa El-KershSayed SaidShimaa AbdelnabyPublished in: Remote. Sens. (2023)
Keyphrases
- markov chain
- artificial neural networks
- geographic information systems
- urban planning
- urban areas
- spatial analysis
- spatiotemporal databases
- data center
- steady state
- spatial data
- finite state
- neural network
- monte carlo
- random walk
- markov process
- geographical information systems
- markov model
- transition probabilities
- state space
- monte carlo method
- back propagation
- ann models
- monte carlo simulation
- stationary distribution
- genetic algorithm
- public transport
- cloud computing
- transition matrix
- considerable increase
- genetic algorithm ga
- urban land
- road network
- data management
- markov chain monte carlo
- remote sensing images
- neural network model
- cost effective