landsat106

landsat2

A dataset containing observation values of a 31x31 pixcels 
landsat image observed between year 1982 and 2015.

datasets

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

Spatio-Temporal Functional Imputation Tool

landsat106 function

A data frame with 990 rows and 963 columns:<ul>
<li>year year</li>
<li>doy day of the year</li>
<li>pixeli pixel value for the i-th pixel of the image</li>
</ul>An object of class <code>tbl_df</code> (inherits from <code>tbl</code>, <code>data.frame</code>) with 990 rows and 963 columns.

Format

Landsat data example — landsat106

A data frame with 990 rows and 963 columns:<ul>
<li>year year</li>
<li>doy day of the year</li>
<li>pixeli pixel value for the i-th pixel of the image</li>
</ul>

An object of class <code>tbl_df</code> (inherits from <code>tbl</code>, <code>data.frame</code>) with 990 rows and 963 columns.

landsat106: Landsat data example

Description

Usage

Arguments

Format