Package: geosimilarity 3.10

Wenbo Lyu

geosimilarity: Geographically Optimal Similarity

Understanding spatial association is essential for spatial statistical inference, including factor exploration and spatial prediction. Geographically optimal similarity (GOS) model is an effective method for spatial prediction, as described in Yongze Song (2022) <doi:10.1007/s11004-022-10036-8>. GOS was developed based on the geographical similarity principle, as described in Axing Zhu (2018) <doi:10.1080/19475683.2018.1534890>. GOS has advantages in more accurate spatial prediction using fewer samples and critically reduced prediction uncertainty.

Authors:Yongze Song [aut, cph], Wenbo Lyu [aut, cre]

geosimilarity_3.10.tar.gz
geosimilarity_3.10.zip(r-4.7)geosimilarity_3.10.zip(r-4.6)geosimilarity_3.10.zip(r-4.5)
geosimilarity_3.10.tgz(r-4.6-any)geosimilarity_3.10.tgz(r-4.5-any)
geosimilarity_3.10.tar.gz(r-4.7-any)geosimilarity_3.10.tar.gz(r-4.6-any)
geosimilarity_3.10.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
card.svg |card.png
geosimilarity/json (API)
NEWS

# Install 'geosimilarity' in R:
install.packages('geosimilarity', repos = c('https://ausgis.r-universe.dev', 'https://cloud.r-project.org'))

Bug tracker:https://github.com/ausgis/geosimilarity/issues

Pkgdown/docs site:https://ausgis.github.io

Datasets:
  • grid - Spatial grid data of explanatory variables.
  • zn - Spatial datasets of trace element Zn.

On CRAN:

Conda:

geoinformaticsgeospatial-analyticsspatial-predictionsspatial-statistics

5.00 score 10 stars 6 scripts 506 downloads 4 exports 28 dependencies

Last updated from:cd3b796d54. Checks:9 OK. Indexed: yes.

TargetResultTimeFilesSyslog
linux-devel-x86_64OK281
source / vignettesOK204
linux-release-x86_64OK183
macos-release-arm64OK125
macos-oldrel-arm64OK177
windows-develOK126
windows-releaseOK143
windows-oldrelOK139
wasm-releaseOK147

Exports:%>%gosgos_bestkapparemoveoutlier

Dependencies:clicpp11dplyrfarvergenericsggplot2ggrepelgluegtableisobandlabelinglifecyclemagrittrpillarpkgconfigpurrrR6RColorBrewerRcpprlangS7scalestibbletidyselectutf8vctrsviridisLitewithr

Geographically Optimal Similarity (GOS) and the Third Law of Geography in R

Rendered fromgeosimilarity.Rmdusingknitr::rmarkdownon May 28 2026.

Last update: 2025-09-22
Started: 2024-08-20