Open PRAIRIE: Open Public Research Access Institutional Repository and Information Exchange

Title

SAMSTS Satellite Time Series Gap Filling Source Codes - Landsat

Authors

Lin Yan, South Dakota State UniversityFollow
David P. Roy, South Dakota State UniversityFollow

Document Type

Other

Publication Date

5-5-2020

Description

• SAMSTS is open-source software (coded in C) for gap filling of Landsat multispectral time series developed by Drs. Lin Yan and David Roy.
• SAMSTS 1.1.1 release includes source codes, user manual and test data.
• The test data are year-2013 time series of Landsat 7 ETM+ and Landsat 8 OLI ARD surface reflectance products (http://landsat.usgs.gov/ard) over Kansas and Iowa. Each ARD tile is composed of 5000 x 5000 30m pixels with six bands (blue, red, green, NIR, SWIR 1, SWIR 2).
• Major Software functionality:
  
  • Automatic gap filling of Landsat multispectral time series caused by clouds, shadows, SLC-off (for Landsat-7 post May 2003 data) and no sensor observations.
  • Generation of gap-free time series data.
  • Time series segmentation and clustering functions generically applicable to satellite time series data containing gaps.

Funder(s)

USGS, NASA

Grant Number(s)

(USGS) G12PC00069, G17PS00256. (NASA) NNX17AB34G

File Size:

Main download (source codes and manual): 59 KB

File Format

application/zip

Language

en

Rights

In Copyright - Non-Commercial Use Permitted
http://rightsstatements.org/vocab/InC-NC/1.0/

Publisher

South Dakota State University

Recommended Citation

Yan, L., Roy, D.P. (2018). Robust large-area gap filling of Landsat reflectance time series by spectral-angle-mapper based spatio-temporal similarity (SAMSTS). Remote Sensing. 10(4), 609; doi:10.3390/rs10040609 (http://www.mdpi.com/2072-4292/10/4/609). *Yan, L., Roy, D.P (2018). SAMSTS Satellite Time Series Gap Filling Source Codes – Landsat, version 1.0. https://openprairie.sdstate.edu/samsts_satellite_gap_filling/1