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ALUES: Agricultural Land Use Evaluation System

Evaluates land suitability for different crops production. The package is based on the Food and Agriculture Organization (FAO) and the International Rice Research Institute (IRRI) methodology for land evaluation. Development of ALUES is inspired by similar tool for land evaluation, Land Use Suitability Evaluation Tool (LUSET). The package uses fuzzy logic approach to evaluate land suitability of a particular area based on inputs such as rainfall, temperature, topography, and soil properties. The membership functions used for fuzzy modeling are the following: Triangular, Trapezoidal and Gaussian. The methods for computing the overall suitability of a particular area are also included, and these are the Minimum, Maximum and Average. Finally, ALUES is a highly optimized library with core algorithms written in C++.

Version: 0.2.1
Depends: R (≥ 3.5.0), Rcpp (≥ 0.10.6)
LinkingTo: Rcpp
Suggests: testthat, markdown, knitr, microbenchmark, ggmap, raster, reshape2
Published: 2022-01-12
DOI: 10.32614/CRAN.package.ALUES
Author: Al-Ahmadgaid B. Asaad ORCID iD [aut, cre], Arnold R. Salvacion ORCID iD [aut], Bui Tan Yen [aut]
Maintainer: Al-Ahmadgaid B. Asaad <alahmadgaid at gmail.com>
BugReports: https://github.com/alstat/ALUES/issues/
License: MIT + file LICENSE
URL: https://github.com/alstat/ALUES/
NeedsCompilation: yes
Materials: README
In views: Agriculture
CRAN checks: ALUES results

Documentation:

Reference manual: ALUES.pdf
Vignettes: Getting Started (source, R code)
Article 1: ALUES datasets (source, R code)
Article 2: Methodology used in ALUES (source, R code)
Article 3: Understanding the suit function (source, R code)
Article 4: Understanding the overall_suit function (source, R code)
Article 5: Custom input land units (source, R code)
Article 6: Custom crop requirements input (source, R code)
Article 7: Visualizing with maps (source, R code)

Downloads:

Package source: ALUES_0.2.1.tar.gz
Windows binaries: r-devel: ALUES_0.2.1.zip, r-release: ALUES_0.2.1.zip, r-oldrel: ALUES_0.2.1.zip
macOS binaries: r-release (arm64): ALUES_0.2.1.tgz, r-oldrel (arm64): ALUES_0.2.1.tgz, r-release (x86_64): ALUES_0.2.1.tgz, r-oldrel (x86_64): ALUES_0.2.1.tgz

Linking:

Please use the canonical form https://CRAN.R-project.org/package=ALUES 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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