This R package assists breeders in linking data systems with their analytic pipelines, a crucial step in digitizing breeding processes. It supports querying and retrieving phenotypic and genotypic data from systems like 'EBS' <https://ebs.excellenceinbreeding.org/>, 'BMS' <https://bmspro.io>, 'BreedBase' <https://breedbase.org>, 'GIGWA' <https://github.com/SouthGreenPlatform/Gigwa2> (using 'BrAPI' <https://brapi.org> calls), , and 'Germinate' <https://germinateplatform.github.io/get-germinate/>. Extra helper functions support environmental data sources, including 'TerraClimate' <https://www.climatologylab.org/terraclimate.html> and 'FAO' 'HWSDv2' <https://gaez.fao.org/pages/hwsd> soil database.
| Version: | 2.0.0 | 
| Depends: | R (≥ 3.1.0) | 
| Imports: | httr2, jsonlite, tcltk, utils, RNetCDF, stats, terra, RSQLite, DBI, future, future.apply | 
| Suggests: | knitr, rmarkdown, remotes | 
| Published: | 2025-07-31 | 
| DOI: | 10.32614/CRAN.package.QBMS | 
| Author: | Khaled Al-Shamaa [aut, cre], Mariano Omar Crimi [ctb], Zakaria Kehel [ctb], Johan Aparicio [ctb], ICARDA [cph] | 
| Maintainer: | Khaled Al-Shamaa <k.el-shamaa at cgiar.org> | 
| BugReports: | https://github.com/icarda/QBMS/issues | 
| License: | GPL (≥ 3) | 
| URL: | https://icarda.github.io/QBMS/ | 
| NeedsCompilation: | no | 
| Citation: | QBMS citation info | 
| Materials: | README, NEWS | 
| In views: | Agriculture | 
| CRAN checks: | QBMS results | 
| Reference manual: | QBMS.html , QBMS.pdf | 
| Vignettes: | BMS Example (source) BreedBase Example (source) EBS Example (source) Germinate Example (source) GIGWA Example (source) FAO HWSD v2 Example (source) TerraClimate Example (source) | 
| Package source: | QBMS_2.0.0.tar.gz | 
| Windows binaries: | r-devel: QBMS_2.0.0.zip, r-release: QBMS_2.0.0.zip, r-oldrel: QBMS_2.0.0.zip | 
| macOS binaries: | r-release (arm64): QBMS_2.0.0.tgz, r-oldrel (arm64): QBMS_2.0.0.tgz, r-release (x86_64): QBMS_2.0.0.tgz, r-oldrel (x86_64): QBMS_2.0.0.tgz | 
| Old sources: | QBMS archive | 
| Reverse imports: | qrlabelr | 
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