Application of Landsat ETM+ and OLI Data for Foliage Fuel Load Monitoring Using Radiative Transfer Model and Machine Learning Method.
Xingwen QuanYanxi LiBinbin HeGeoff J. CaryGengke LaiPublished in: IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. (2021)
Keyphrases
- test data
- mathematical model
- input data
- statistical methods
- synthetic data
- prior knowledge
- machine learning
- prior information
- modeling method
- probability distribution
- data sets
- statistical model
- probabilistic model
- cost function
- data analysis
- machine learning methods
- objective function
- predictive model
- prediction model
- bayesian methods
- optimization model
- parameter estimation
- dimensional vector
- missing data
- high quality
- regression analysis
- data points
- data sources
- similarity measure
- bayesian networks
- learning models
- reinforcement learning
- pairwise
- experimental data
- data mining techniques
- em algorithm
- missing values
- image data
- monitoring system
- support vector machine
- mutual information
- training data
- learned models
- clustering method