Post-disturbance regrowth monitoring using Landsat Time Series (LTS).
bfastSpatial is required for rgrowth. Both can be installed using devtools:
library(devtools)
install_github('dutri001/bfastSpatial')
install_github('bendv/rgrowth')
library(rgrowth)If you use rgrowth, please cite the following paper:
DeVries, B., M. Decuyper, J. Verbesselt, A. Zeileis, M. Herold and S. Joseph. 2015. Tracking disturbance-regrowth dynamics in the tropics using structural change detection and Landsat time series. Remote Sensing of Environment 169:320-334. DOI: 10.1016/j.rse.2015.08.020.
A short tutorial is available here. At the moment, the tutorial only covers single-pixel time series. Check back later for updates to the tutorial, including a mapping component!