Binary and Fractional MODIS Snow Cover Mapping Boosted by Machine Learning and Big Landsat Data.
Wenbo LuanXueliang ZhangPengfeng XiaoHuadong WangSiyong ChenPublished in: IEEE Trans. Geosci. Remote. Sens. (2022)
Keyphrases
- machine learning
- data sets
- remote sensing data
- data collection
- data analysis
- data sources
- dot product
- multispectral
- data points
- data structure
- database
- knowledge discovery
- image data
- data processing
- supervised classification
- satellite images
- statistical analysis
- prior knowledge
- big data
- missing data
- high dimensional data
- decision trees
- original data
- machine learning methods
- synthetic data
- pattern recognition
- knowledge acquisition
- multi class
- image analysis