Downscaling Sentinel-3 Chlorophyll-a Concentration for Inland Lakes Based on Multivariate Analysis and Gradient Boosting Decision Trees Regression.
Simin ZhangNanfeng LiuMing LuoTao JiangTing On ChanCynthia Sin Ting YauYeran SunPublished in: IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. (2023)
Keyphrases
- gradient boosting
- decision trees
- kernel ridge regression
- base learners
- loss function
- naive bayes
- decision rules
- ensemble methods
- random forests
- training data
- random forest
- machine learning algorithms
- base classifiers
- rule sets
- machine learning
- imitation learning
- reinforcement learning
- logistic regression
- relational databases
- pairwise