A Computationally Efficient Method for Updating Fuel Inputs for Wildfire Behavior Models Using Sentinel Imagery and Random Forest Classification.
Amy DeCastroTimothy W. JulianoBranko KosovicHamed EbrahimianJennifer K. BalchPublished in: Remote. Sens. (2022)
Keyphrases
- random forest
- decision trees
- classification models
- feature set
- fold cross validation
- random forests
- machine learning algorithms
- cancer classification
- image classification
- classification algorithm
- classification accuracy
- machine learning methods
- artificial neural networks
- ensemble classifier
- text classification
- data sets
- feature importance
- information extraction
- feature extraction
- data mining
- nearest neighbor
- unsupervised learning
- support vector machine svm
- support vector machine
- prior knowledge
- support vector
- image processing
- feature selection
- machine learning
- neural network