A Comparison of Estimating Crop Residue Cover from Sentinel-2 Data Using Empirical Regressions and Machine Learning Methods.
Yanling DingHongyan ZhangZhongqiang WangQiaoyun XieYeqiao WangLin LiuChristopher C. HallPublished in: Remote. Sens. (2020)
Keyphrases
- machine learning methods
- machine learning
- statistical methods
- data sets
- raw data
- data analysis
- data structure
- complex data
- database
- machine learning algorithms
- knowledge discovery
- small number
- data processing
- training data
- experimental data
- statistical analysis
- computer systems
- input data
- end users
- ensemble methods
- network structure
- machine learning approaches
- empirical data
- data distribution
- data mining algorithms
- synthetic data
- data collection
- data points
- domain knowledge
- database systems
- learning algorithm