stfit-package

<p>The stfit package provides functions to impute missing values for a 
sequence of observed images for the same location using functional
data analysis technique</p>

A general spatiotemporal satellite image imputation method based on sparse functional data analytic techniques. The imputation method applies and extends the Functional Principal Analysis by Conditional Estimation (PACE). The underlying idea for the proposed procedure is to impute a missing pixel by borrowing information from temporally and spatially contiguous pixels based on the best linear unbiased prediction.

Weicheng Zhu

stfit-package: stfit: Spatial-Temporal Functional Imputation Tool

Description

Arguments