Mapping sub-pixel corn distribution using MODIS time-series data and a random forest regression model.

Qiong Hu Wenbin Wu Mark A. Friedl

Published 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