Document Type

Other

Publication Date

5-15-2018

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 1.0 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) 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/

SAMSTS_1.0_testdata_Kansas_ARD_014011_gapfilled.zip (2016560 kB)
Kansas test dataset gap filling results

SAMSTS_1.0_testdata_Iowa_ARD_017007_gapfilled.zip (2012158 kB)
Iowa test dataset gap filling results

SAMSTS_1.0_testdata_Iowa_ARD_017007.zip (1393758 kB)
SAMSTS_1.0_testdata_Kansas_ARD_014011.zip (1830619 kB)

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