sandwichr: Spatial Interpolation Based on Spatial Stratified Heterogeneity
Spatial interpolation is a common practice in social and environmental science. This package enables the implementation of SSH-based spatial interpolation proposed by Wang et al. (2013) <doi:10.1068/a44710>. It provides functions to (1) evaluate stratification schemes, (2) interpolate sampling data over user-defined reporting units, (3) assess interpolation uncertainties, and (4) evaluate overall accuracy using the k-fold cross-validation estimate.
Version: |
1.0.1 |
Depends: |
R (≥ 3.5.0) |
Imports: |
sf, ggplot2, gridExtra, geodetector, caret, lwgeom, tools, dplyr |
Suggests: |
rmarkdown, knitr, MASS, ggpubr |
Published: |
2022-02-08 |
Author: |
Yue Lin [aut, cre],
Chengdong Xu [aut, ctb],
Jinfeng Wang [aut, ctb] |
Maintainer: |
Yue Lin <lin.3326 at osu.edu> |
BugReports: |
https://github.com/linyuehzzz/sandwich_spatial_interpolator/issues |
License: |
GPL-2 | GPL-3 [expanded from: GPL (≥ 2)] |
URL: |
https://github.com/linyuehzzz/sandwich_spatial_interpolator/tree/master/r/sandwichr |
NeedsCompilation: |
no |
Materials: |
README NEWS |
CRAN checks: |
sandwichr results |
Documentation:
Downloads:
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