Influence of the urban morphology on the urban heat island intensity: an approach based on the Local Climate Zone classification.
Nathalie LongThomas GardesJulia HidalgoValéry MassonRobert SchoetterPublished in: PeerJ Prepr. (2018)
Keyphrases
- urban growth
- climate change
- urban areas
- machine learning
- classification accuracy
- pattern recognition
- classification algorithm
- support vector machine
- feature vectors
- decision trees
- urban planning
- public transport
- carbon dioxide
- urban land
- automatic classification
- classification models
- pattern classification
- support vector machine svm
- model selection
- support vector
- image processing
- feature selection
- neural network
- decision rules
- cellular automata
- data sets
- training set
- classification process
- feature space
- preprocessing
- cellular automata model