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Bayesian inversion of leaf wax hydrogen isotopes to reconstruct precipitation isotopes using hierarchical spatial models. Provides fourteen Bayesian models that vary in their use of spatial Gaussian processes and ancillary covariates (precipitation amount, plant functional type, C4 fraction). Models are pre-computed using 'Stan' and stored as posterior distributions, so prediction does not require 'Stan' to be installed. A 100-draw fixture ships with the package; full 1000-draw posteriors are downloaded from a versioned 'Zenodo' deposit on first use; see Bradley (2026) <doi:10.5281/zenodo.20085465>.
| Version: | 0.2.7 |
| Depends: | R (≥ 3.5.0) |
| Imports: | jsonlite, stats, utils |
| Suggests: | rappdirs, knitr, rmarkdown, testthat (≥ 3.0.0) |
| Published: | 2026-06-15 |
| DOI: | 10.32614/CRAN.package.leafwax |
| Author: | Alex Bradley |
| Maintainer: | Alex Bradley <abradley at wustl.edu> |
| BugReports: | https://github.com/bradleylab/leafwax/issues |
| License: | MIT + file LICENSE |
| URL: | https://github.com/bradleylab/leafwax, https://bradleylab.github.io/leafwax/ |
| NeedsCompilation: | no |
| Language: | en-US |
| Materials: | README, NEWS |
| CRAN checks: | leafwax results |
| Reference manual: | leafwax.html , leafwax.pdf |
| Vignettes: |
When can a leaf-wax record support a precipitation-isotope claim? (source, R code) |
| Package source: | leafwax_0.2.7.tar.gz |
| Windows binaries: | r-devel: leafwax_0.2.7.zip, r-release: leafwax_0.2.7.zip, r-oldrel: leafwax_0.2.7.zip |
| macOS binaries: | r-release (arm64): leafwax_0.2.7.tgz, r-oldrel (arm64): leafwax_0.2.7.tgz, r-release (x86_64): leafwax_0.2.7.tgz, r-oldrel (x86_64): leafwax_0.2.7.tgz |
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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.