Urban Growth Forecast Using Machine Learning Algorithms and GIS-Based Novel Techniques: A Case Study Focusing on Nasiriyah City, Southern Iraq.
Sadeq Khaleefah HanoonAhmad Fikri AbdullahHelmi Z. M. ShafriAimrun WayayokPublished in: ISPRS Int. J. Geo Inf. (2023)
Keyphrases
- machine learning algorithms
- urban growth
- urban planning
- geographic information systems
- benchmark data sets
- learning algorithm
- urban areas
- land cover
- geographical information systems
- spatial analysis
- machine learning
- decision trees
- passenger flow
- cellular automata model
- predictive accuracy
- learning problems
- machine learning methods
- random forests
- machine learning approaches
- machine learning models
- spatial patterns
- standard machine learning algorithms
- machine learning systems
- public space
- spatial databases
- spatial reasoning
- statistical machine learning
- data modeling
- training data
- spatial data
- data mining
- remote sensing
- data streams
- image analysis
- cellular automata