Monitoring of Urban Black-Odor Water Based on Nemerow Index and Gradient Boosting Decision Tree Regression Using UAV-Borne Hyperspectral Imagery.
Lifei WeiCan HuangZhengxiang WangZhou WangXiaocheng ZhouLiqin CaoPublished in: Remote. Sens. (2019)
Keyphrases
- gradient boosting
- hyperspectral imagery
- decision trees
- kernel ridge regression
- loss function
- multispectral
- hyperspectral images
- hyperspectral
- remote sensing
- base learners
- target detection
- spatial resolution
- logistic regression
- change detection
- machine learning algorithms
- infrared
- machine learning
- random forest
- video sequences
- ensemble methods
- reinforcement learning
- single feature
- training data
- feature selection
- learning algorithm