Determining representative sample size for validation of continuous, large continental remote sensing data.
Megan Leigh BlatchfordChris M. MannaertsYijian ZengPublished in: Int. J. Appl. Earth Obs. Geoinformation (2021)
Keyphrases
- sample size
- remote sensing data
- remote sensing
- multispectral
- model selection
- small sample size
- remote sensing images
- small sample
- land cover
- covariance matrix
- hyperspectral
- random sampling
- statistical power
- variance reduction
- worst case
- statistical hypothesis testing
- upper bound
- small samples
- progressive sampling
- pac learning
- hyperspectral images
- pattern recognition
- change detection
- infrared
- image data
- high resolution
- image processing