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Simulates individual-based models of agricultural pest management and the evolution of pesticide resistance. Management occurs on a spatially explicit landscape that is divided into an arbitrary number of farms that can grow one of up to 10 crops and apply one of up to 10 pesticides. Pest genomes are modelled in a way that allows for any number of pest traits with an arbitrary covariance structure that is constructed using an evolutionary algorithm in the mine_gmatrix() function. Simulations are then run using the run_farm_sim() function. This package thereby allows for highly mechanistic social-ecological models of the evolution of pesticide resistance under different types of crop rotation and pesticide application regimes.
Version: | 0.3.4.0 |
Depends: | R (≥ 4.0.0) |
Imports: | stats (≥ 4.0.0), utils (≥ 4.0.0) |
Suggests: | knitr, rmarkdown, testthat, markdown |
Published: | 2023-11-30 |
DOI: | 10.32614/CRAN.package.resevol |
Author: | A. Bradley Duthie [aut, cre], Rose McKeon [aut, ctr], Rosie Mangan [ctr], Luc Bussiére [ctr], Matthew Tinsley [ctr] |
Maintainer: | A. Bradley Duthie <brad.duthie at gmail.com> |
BugReports: | https://github.com/bradduthie/resevol/issues |
License: | GPL-2 | GPL-3 [expanded from: GPL (≥ 2)] |
URL: | https://bradduthie.github.io/resevol/ |
NeedsCompilation: | yes |
Materials: | README NEWS |
In views: | Agriculture |
CRAN checks: | resevol results |
Reference manual: | resevol.pdf |
Vignettes: |
Advanced techniques The evolutionary algorithm resevol: an R package for spatially explicit models of pesticide resistance given evolving pest genomes |
Package source: | resevol_0.3.4.0.tar.gz |
Windows binaries: | r-devel: resevol_0.3.4.0.zip, r-release: resevol_0.3.4.0.zip, r-oldrel: resevol_0.3.4.0.zip |
macOS binaries: | r-release (arm64): resevol_0.3.4.0.tgz, r-oldrel (arm64): resevol_0.3.4.0.tgz, r-release (x86_64): resevol_0.3.4.0.tgz, r-oldrel (x86_64): resevol_0.3.4.0.tgz |
Old sources: | resevol archive |
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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.