Vector Fields from Spatial Time Series of Population Abundance

Functions for converting time series of spatial abundance or density data in raster format to vector fields of population movement using the digital image correlation technique. More specifically, the functions in the package compute cross-covariance using discrete fast Fourier transforms for computational efficiency. Vectors in vector fields point in the direction of highest two dimensional cross-covariance. The package has a novel implementation of the digital image correlation algorithm that is designed to detect persistent directional movement when image time series extend beyond a sequence of two raster images.


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install.packages("ICvectorfields")

0.1.1 by Devin Goodsman, 13 days ago


Report a bug at https://github.com/goodsman/ICvectorfields/issues


Browse source code at https://github.com/cran/ICvectorfields


Authors: Devin Goodsman [aut, cre]


Documentation:   PDF Manual  


GPL (>= 3) license


Imports fftwtools, Rcpp, terra

Suggests ggnewscale, ggplot2, knitr, metR, ncf, rmarkdown, testthat

Linking to Rcpp


See at CRAN