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spatialwarnings  

Spatial Early Warning Signals of Ecosystem Degradation
View on CRAN: Click here


Download and install spatialwarnings package within the R console
Install from CRAN:
install.packages("spatialwarnings")

Install from Github:
library("remotes")
install_github("cran/spatialwarnings")

Install by package version:
library("remotes")
install_version("spatialwarnings", "3.1.0")



Attach the package and use:
library("spatialwarnings")
Maintained by
Alexandre Genin
[Scholar Profile | Author Map]
First Published: 2017-11-03
Latest Update: 2022-03-21
Description:
Tools to compute and assess significance of early-warnings signals (EWS) of ecosystem degradation on raster data sets. EWS are metrics derived from the observed spatial structure of an ecosystem – e.g. spatial autocorrelation – that increase before an ecosystem undergoes a non-linear transition (Genin et al. (2018) <doi:10.1111/2041-210X.13058>).
How to cite:
Alexandre Genin (2017). spatialwarnings: Spatial Early Warning Signals of Ecosystem Degradation. R package version 3.1.0, https://cran.r-project.org/web/packages/spatialwarnings. Accessed 18 Apr. 2025.
Previous versions and publish date:
1.0 (2017-11-03 19:29), 1.1 (2018-06-04 11:03), 1.2 (2018-06-18 00:37), 1.3.1 (2018-12-20 22:00), 2.0.0 (2020-05-14 19:10), 3.0.0 (2021-05-20 02:30), 3.0.2 (2021-12-16 11:00), 3.0.3 (2022-03-21 14:00)
Other packages that cited spatialwarnings R package
View spatialwarnings citation profile
Other R packages that spatialwarnings depends, imports, suggests or enhances
Complete documentation for spatialwarnings
Functions, R codes and Examples using the spatialwarnings R package
Some associated functions: arizona . coarse_grain . convert_to_matrix . create_indicator . display_matrix . extract_spectrum . extract_variogram . flowlength_sews . forestgap . generic_sews . generic_spews-deprecated . indicator_moran . indicator_plrange . indicator_psdtype . indicator_sdr . indicator_skewness . indicator_variance . indictest . kbdm_sews . label . patchdistr_sews . patchdistr_sews_plot . patchdistr_sews_predict . patchdistr_spews-deprecated . patchsizes . pl_fit . plot_spectrum . raw_cg_moran . raw_cg_skewness . raw_cg_variance . raw_flowlength_uniform . raw_kbdm . raw_moran . raw_plrange . raw_sdr . raw_structvar . raw_variogram_metrics . reexports . rspectrum . serengeti . simple_sews . simple_sews_methods . spatialwarnings-deprecated . spatialwarnings . spectral_sews . spectral_spews-deprecated . variogram_sews . variogram_sews_plot . variogram_sews_predict . xmin_estim . 
Some associated R codes: 000_package_options.R . RcppExports.R . arizona.R . checks.R . coarse_graining.R . convert_matrix.R . deprecation.R . display_matrix.R . extra_doc.R . fitpsd.R . forestgap.R . helpers.R . indicator_plrange.R . indicator_psdtype.R . indictest.R . label.R . null_model_helpers.R . roxygen-tags.R . serengeti.R . simple_indic.R . simple_indic_indictest.R . simple_indic_methods.R . spatialwarnings-deprecated.R . spatialwarnings.R . task_flowlength.R . task_generic_indic.R . task_kbdm.R . task_patch_indic.R . task_patch_indic_indictest.R . task_patch_indic_methods.R . task_spectral_indic.R . task_spectral_indic_methods.R . task_variogram_indic.R . task_variogram_indic_indictest.R .  Full spatialwarnings package functions and examples
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