A Method for Estimating the Sampling Error Applied to CM-SAF Monthly Mean Cloud Fractional Cover Data Retrieved From MSG SEVIRI.
Maximilian ReuterWerner ThomasSebastian MieruchRainer HollmannPublished in: IEEE Trans. Geosci. Remote. Sens. (2010)
Keyphrases
- synthetic data
- input data
- sampling methods
- test data
- error rate
- statistical methods
- information loss
- missing data
- data structure
- data sets
- significant improvement
- noisy data
- data points
- correlation analysis
- missing values
- objective function
- hypothesis tests
- sampling strategy
- database
- clustering method
- training samples
- data collection
- image data
- prior knowledge
- pairwise
- preprocessing
- training data
- semi supervised
- knowledge discovery
- spectral clustering
- probabilistic model
- data sources
- error analysis