This package is considered a duplicate. The official version of this package is found at:https://stscl.r-universe.dev/spEDM

Package: spEDM 1.5

Wenbo Lv

spEDM: Spatial Empirical Dynamic Modeling

Inferring causal associations in cross-sectional earth system data through empirical dynamic modeling (EDM), with extensions to convergent cross mapping from Sugihara et al. (2012) <doi:10.1126/science.1227079>, partial cross mapping as outlined in Leng et al. (2020) <doi:10.1038/s41467-020-16238-0>, and cross mapping cardinality as described in Tao et al. (2023)<doi:10.1016/j.fmre.2023.01.007>.

Authors:Wenbo Lv [aut, cre, cph]

spEDM_1.5.tar.gz
spEDM_1.5.tar.gz(r-4.5-noble)spEDM_1.5.tar.gz(r-4.4-noble)
spEDM_1.5.tgz(r-4.4-emscripten)spEDM_1.5.tgz(r-4.3-emscripten)
spEDM.pdf |spEDM.html✨
spEDM/json (API)
NEWS

# Install 'spEDM' in R:

install.packages('spEDM', repos = c('https://cran.r-universe.dev', 'https://cloud.r-project.org'))

Bug tracker:https://github.com/stscl/spedm/issues

Pkgdown site:https://stscl.github.io

Uses libs:

openblas– Optimized BLAS
c++– GNU Standard C++ Library v3
openmp– GCC OpenMP (GOMP) support library

On CRAN:

openblas cpp openmp

3.40 score 303 downloads 6 exports 55 dependencies

Last updated 14 days agofrom:a67dab0c54. Checks:3 OK. Indexed: no.

Target	Result	Latest binary
Doc / Vignettes	OK	Mar 12 2025
R-4.5-linux-x86_64	OK	Mar 12 2025
R-4.4-linux-x86_64	OK	Mar 12 2025

Exports:detectThreads embedded gccm multiview simplex smap

Dependencies:boot class classInt cli colorspace DBI deldir digest dplyr e1071 fansi farver generics geosphere ggplot2 glue gtable isoband KernSmooth labeling lattice lifecycle magrittr MASS Matrix mgcv munsell nlme pander pillar pkgconfig proxy purrr R6 RColorBrewer Rcpp RcppArmadillo RcppThread rlang s2 scales sdsfun sf sp spData spdep terra tibble tidyselect units utf8 vctrs viridisLite withr wk

Geographical Convergent Cross Mapping (GCCM)

Wenbo Lv

Rendered fromGCCM.Rmdusingknitr::rmarkdownon Mar 12 2025.

Last update: 2025-03-12
Started: 2024-12-16

Citation

Readme and manuals

Help Manual

Help page	Topics
detect the number of available threads	detectThreads
embedding spatial cross sectional data	embedded embedded,sf-method embedded,SpatRaster-method
geographical convergent cross mapping	gccm gccm,sf-method gccm,SpatRaster-method
multiview embedding forecast	multiview multiview,sf-method multiview,SpatRaster-method
simplex forecast	simplex simplex,sf-method simplex,SpatRaster-method
smap forecast	smap smap,sf-method smap,SpatRaster-method