Window Regression for Image Stacks - Script and Sample Data

TR Number

Date

2014

Journal Title

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Volume Title

Publisher

Abstract

Description

This submission contains material for implementing window regression (WR) on a multitemporally stacked set of images. The submission consists of two files. The first is an R script for running the algorithm. The second is an archive file containing sample data from the Manhattan, NY, USA area from 2010 and 2011. The R script is based on the work by J. C. de Oliveira et al., published in Remote Sensing with the title "Window Regression: A Spatial-Temporal Analysis to Estimate Pixels Classified as Low-Quality in MODIS NDVI Time Series". (DOI 10.3390/rs6043123) Questions and comments about this implementation of WR may be directed to Evan Brooks, evbrooks@vt.edu

Keywords

multitemporal, imputation, preprocessing

Citation

Version History

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VersionDateSummary
2019-02-05 15:08:37
WREG v2.0.3
1*
2014-11-14 17:10:20
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