Mapping sub-pixel corn distribution using MODIS time-series data and a random forest regression model.
Qiong HuWenbin WuMark A. FriedlPublished in: Agro-Geoinformatics (2017)
Keyphrases
- regression model
- random forest
- random forests
- decision trees
- regression methods
- feature set
- ensemble methods
- regression analysis
- model selection
- generalized linear models
- remote sensing
- decision tree learning algorithms
- ensemble learning
- explanatory variables
- multi label
- multivariate regression
- base classifiers
- probability distribution
- interval valued data
- machine learning
- input image
- change detection
- high dimensional
- ensemble classifier
- feature extraction
- naive bayes