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A comprehensive set of geostatistical, visual, and analytical methods, in conjunction with the expanded version of the acclaimed J.E. Klovan's mining dataset, are included in 'klovan'. This makes the package an excellent learning resource for Principal Component Analysis (PCA), Factor Analysis (FA), kriging, and other geostatistical techniques. Originally published in the 1976 book 'Geological Factor Analysis', the included mining dataset was assembled by Professor J. E. Klovan of the University of Calgary. Being one of the first applications of FA in the geosciences, this dataset has significant historical importance. As a well-regarded and published dataset, it is an excellent resource for demonstrating the capabilities of PCA, FA, kriging, and other geostatistical techniques in geosciences. For those interested in these methods, the 'klovan' datasets provide a valuable and illustrative resource. Note that some methods require the 'RGeostats' package. Please refer to the README or Additional_repositories for installation instructions. This material is based upon research in the Materials Data Science for Stockpile Stewardship Center of Excellence (MDS3-COE), and supported by the Department of Energy's National Nuclear Security Administration under Award Number DE-NA0004104.
Version: | 0.1.0 |
Depends: | R (≥ 2.10) |
Imports: | MASS, dplyr, fields, GGally, ggforce, ggplot2, ggrepel, gstat, metR, pracma, sp, tibble, magrittr, tidyselect |
Suggests: | testthat (≥ 3.0.0), sf, spelling, knitr, rmarkdown, RGeostats |
Published: | 2024-02-01 |
DOI: | 10.32614/CRAN.package.klovan |
Author: | Jonathan E Gordon |
Maintainer: | Roger H French <rxf131 at case.edu> |
License: | MIT + file LICENSE |
NeedsCompilation: | no |
Additional_repositories: | http://rgeostats.free.fr |
Language: | en-US |
Materials: | README NEWS |
CRAN checks: | klovan results |
Reference manual: | klovan.pdf |
Vignettes: |
Rgeo_Klovan Klovan_Data v0.0.9 |
Package source: | klovan_0.1.0.tar.gz |
Windows binaries: | r-devel: klovan_0.1.0.zip, r-release: klovan_0.1.0.zip, r-oldrel: klovan_0.1.0.zip |
macOS binaries: | r-release (arm64): klovan_0.1.0.tgz, r-oldrel (arm64): klovan_0.1.0.tgz, r-release (x86_64): klovan_0.1.0.tgz, r-oldrel (x86_64): klovan_0.1.0.tgz |
Please use the canonical form https://CRAN.R-project.org/package=klovan to link to this page.
These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.
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