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AgriFusionR: An Integration Framework for Agricultural Analytics

Assembles agricultural analyses around a single unit of observation, the management unit within a season, and keeps climate, soil and remote-sensing covariates aligned to it. Covariates are aggregated over phenological windows derived from accumulated growing degree days rather than calendar months, following McMaster and Wilhelm (1997) <doi:10.1016/S0168-1923(97)00027-0>. Models are validated with spatial resampling by default, since random cross-validation inflates apparent skill when observations are spatially autocorrelated, as shown by Roberts and others (2017) <doi:10.1111/ecog.02881>. Prediction intervals use split conformal inference after Lei and others (2018) <doi:10.1080/01621459.2017.1307116>. Data sources and learning algorithms are supplied through registries so that new providers and methods can be added without modifying the package.

Version: 0.1.0
Depends: R (≥ 4.1.0)
Imports: graphics, grDevices, stats, utils
Suggests: testthat (≥ 3.0.0), ranger, xgboost, Cubist, glmnet, kernlab, mgcv, treeshap, nasapower, chirps, daymetr, geodata, terra, agridat, knitr, rmarkdown
Published: 2026-08-26
DOI: 10.32614/CRAN.package.AgriFusionR
Author: Muhammad Farooqi ORCID iD [aut, cre]
Maintainer: Muhammad Farooqi <mqfarooqi at gmail.com>
BugReports: https://github.com/mqfarooqi1/AgriFusionR/issues
License: MIT + file LICENSE
URL: https://github.com/mqfarooqi1/AgriFusionR
NeedsCompilation: no
Language: en-GB
Materials: NEWS
CRAN checks: AgriFusionR results

Documentation:

Reference manual: AgriFusionR.html , AgriFusionR.pdf
Vignettes: Getting started with AgriFusionR (source, R code)

Downloads:

Package source: AgriFusionR_0.1.0.tar.gz
Windows binaries: r-devel: AgriFusionR_0.1.0.zip, r-release: AgriFusionR_0.1.0.zip, r-oldrel: AgriFusionR_0.1.0.zip
macOS binaries: r-release (arm64): AgriFusionR_0.1.0.tgz, r-oldrel (arm64): AgriFusionR_0.1.0.tgz, r-release (x86_64): AgriFusionR_0.1.0.tgz, r-oldrel (x86_64): AgriFusionR_0.1.0.tgz

Linking:

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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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