Regionalization of Multiscale Spatial Processes

Regionalization of multiscale spatial processes based on a criterion for spatial aggregation error. The multiscale representation is a truncated Karhunen-Loaeve expansion using Obled-Creutin eigenfunctions. The method is incorporated within a Bayesian framework using an MCMC implementation of a latent spatial model. Bradley, J. R., Wikle, C. K., and Holan, S. H. (2017) .


Reference manual

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1.1 by Shannon T. Holloway, 4 months ago

Browse source code at

Authors: Jonathan R. Bradley [aut] , Christopher K. Wikle [aut] , Scott H. Holan [aut] , Shannon T. Holloway [aut, cre]

Documentation:   PDF Manual  

GPL-2 license

Imports ClustGeo, MASS, fields, ggplot2, methods, pracma, raster, rgeos, sp, gridExtra, rlang, Matrix, sf, LaplacesDemon

Depends on ff

See at CRAN