R package for estimating map accuracy

Installation

# install pak
if (!require(pak)) install.packages("pak")

# load pak package
library(pak)

# install mapac package from gitlab
pak::pak("git::https://scm.cms.hu-berlin.de/pflugmad/mapac.git")

Gitlab repository

https://scm.cms.hu-berlin.de/pflugmad/mapac

Vignettes

https://pages.cms.hu-berlin.de/pflugmad/mapac

Web-GUI version

https://d-pflugmacher.shinyapps.io/map-accuracy/

References

Olofsson, P., Foody, G.M., Herold, M., Stehman, S.V., Woodcock, C.E., & Wulder, M.A. (2014). Good practices for estimating area and assessing accuracy of land change. Remote Sensing of Environment, 148, 42-57

Olofsson, P., Foody, G.M., Stehman, S.V., & Woodcock, C.E. (2013). Making better use of accuracy data in land change studies: Estimating accuracy and area and quantifying uncertainty using stratified estimation. Remote Sensing of Environment, 129, 122-131

Pflugmacher, D., Rabe, A., Peters, M., & Hostert, P. (2019). Mapping pan-European land cover using Landsat spectral-temporal metrics and the European LUCAS survey. Remote Sensing of Environment, 221, 583-595

Stehman, S.V. (2014). Estimating area and map accuracy for stratified random sampling when the strata are different from the map classes. International Journal of Remote Sensing, 35, 4923-4939