Spatial Early Warning Signals of Ecosystem Degradation

Tools to compute and assess significance of early-warnings signals (EWS) of ecosystem degradation. EWS are spatial metrics derived from raster data -- e.g. spatial autocorrelation -- that increase before an ecosystem undergoes a non-linear transition (Genin et al. (2018) ).


Reference manual

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install.packages("spatialwarnings")

3.1.2 by Alexandre Genin, 3 months ago


https://github.com/spatial-ews/spatialwarnings


Report a bug at https://github.com/spatial-ews/spatialwarnings/issues


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


Authors: Alain Danet [aut] , Alexandre Genin [aut, cre] (ORCID: , Vishwesha Guttal [aut] , Sonia Kefi [aut] , Sabiha Majumder [aut] , Sumithra Sankaran [aut] , Florian Schneider [aut]


Documentation:   PDF Manual  


MIT + file LICENSE license


Imports Rcpp, ggplot2, plyr, stats, utils, future.apply, gsl, segmented

Depends on future

Suggests moments, poweRlaw, reshape2, testthat, covr, acss, acss.data, mgcv, gstat, sp, raster

Linking to Rcpp, RcppArmadillo


Suggested by chouca.


See at CRAN