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Spatial Empirical Dynamic Modeling

State Space Reconstructions

embedded(<sf>) embedded(<SpatRaster>)
embedding spatial cross sectional data
fnn(<sf>) fnn(<SpatRaster>)
false nearest neighbours

Mutual Cross Mapping

simplex(<sf>) simplex(<SpatRaster>)
optimal parameter search for simplex forecasting
smap(<sf>) smap(<SpatRaster>)
optimal parameter search for smap forecasting
ic(<sf>) ic(<SpatRaster>)
optimal parameter search for intersection cardinality
pc(<sf>) pc(<SpatRaster>)
optimal parameter search for pattern causality
gccm(<sf>) gccm(<SpatRaster>)
geographical convergent cross mapping
gcmc(<sf>) gcmc(<SpatRaster>)
geographical cross mapping cardinality
gpc(<sf>) gpc(<SpatRaster>)
geographical pattern causality

Nonlinear forecasting

multiview(<sf>) multiview(<SpatRaster>)
multiview embedding forecast

Spatiotemporal Chaos

slm(<sf>) slm(<SpatRaster>)
spatial logistic map

Causality in Information Flux (for Comparison)

sc.test(<sf>) sc.test(<SpatRaster>)
spatial causality test

Miscellaneous Utility Functions

detectThreads()
detect the number of available threads