Extent and Depth of Flooding Using SAR Sentinel-1 and Machine Learning Algorithms.
Jesus Soria-RuizYolanda Margarita Fernandez-OrdonezJuan P. Ambrosio-AmbrosioPublished in: IGARSS (2023)
Keyphrases
- machine learning algorithms
- benchmark data sets
- learning algorithm
- decision trees
- machine learning
- learning problems
- machine learning methods
- synthetic aperture radar
- predictive accuracy
- random forests
- machine learning approaches
- input features
- learning tasks
- multiclass classification
- learning models
- sar images
- machine learning models
- machine learning systems
- parameter estimation
- standard machine learning algorithms
- feature selection
- machine learning and data mining algorithms
- data sets
- transfer learning
- logistic regression
- depth map
- domain specific
- support vector
- neural network