Package: rosettaPTF 0.2.0

Andrew Brown

rosettaPTF: R Frontend for Rosetta Pedotransfer Functions

Access the rosetta-soil Python pedotransfer functions from R. Rosetta is a neural network-based model for predicting unsaturated soil hydraulic parameters from basic soil characterization data (sand, silt, clay, bulk density, and water content). Predictions are made for the van Genuchten unsaturated hydraulic properties model, with uncertainty quantification via bootstrap ensemble. Designed for efficient batch processing of large datasets through vectorized computation and optional parallel processing.

Authors:Andrew Brown [aut, cre]

rosettaPTF_0.2.0.tar.gz
rosettaPTF_0.2.0.zip(r-4.7)rosettaPTF_0.2.0.zip(r-4.6)rosettaPTF_0.2.0.zip(r-4.5)
rosettaPTF_0.2.0.tgz(r-4.6-any)rosettaPTF_0.2.0.tgz(r-4.5-any)
rosettaPTF_0.2.0.tar.gz(r-4.7-any)rosettaPTF_0.2.0.tar.gz(r-4.6-any)
rosettaPTF_0.2.0.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
DESCRIPTION |NEWS
card.svg |card.png
rosettaPTF/json (API)

# Install 'rosettaPTF' in R:

install.packages('rosettaPTF', repos = c('https://ncss-tech.r-universe.dev', 'https://cloud.r-project.org'))

Bug tracker:https://github.com/ncss-tech/rosettaptf/issues

Pkgdown/docs site:https://ncss-tech.github.io

Datasets:

MUKEY_PROP - Sample SSURGO Mapunit Properties by 'mukey'
MUKEY_WCS - Sample SSURGO Mapunit Web Coverage Service Data: _matrix_ of 'mukey'

On CRAN:

hydraulic hydrology ksat pedotransfer python reticulate rosetta soil

4.29 score 13 stars 10 scripts 10 exports 13 dependencies

Last updated from:6e69f3073d. Checks:9 OK. Indexed: yes.

Target	Result	Time
linux-devel-x86_64	OK	201
source / vignettes	OK	180
linux-release-x86_64	OK	202
macos-release-arm64	OK	139
macos-oldrel-arm64	OK	157
windows-devel	OK	211
windows-release	OK	222
windows-oldrel	OK	443
wasm-release	OK	116

Exports:ann_predict find_python get_rosetta_module install_rosetta rosesoil Rosetta rosetta_module_available run_rosetta SoilDataFromArray UnsaturatedK

Dependencies:here jsonlite lattice Matrix png rappdirs Rcpp RcppTOML reticulate rlang rprojroot terra withr

High-Throughput Raster Processing

Rendered fromperformance-raster.Rmdusinglitedown::vignette

Last update: 2026-03-06
Started: 2026-03-06

Help page	Topics
Extended _Rosetta_ Predictions, Parameter Distributions and Summary Statistics after Zhang & Schaap (2017)	ann_predict ann_predict.default ann_predict.Rosetta
Heuristics to Find Python	find_python
Get Rosetta module object reference	get_rosetta_module
Install Rosetta Python package	install_rosetta
Sample SSURGO Mapunit Properties by 'mukey'	MUKEY_PROP
Sample SSURGO Mapunit Web Coverage Service Data: _matrix_ of 'mukey'	MUKEY_WCS
Predict Rosetta Parameter Values and Standard Deviations from a _Rosetta_ instance	predict.Rosetta
Predict K0 and L from retention parameters	predict.UnsaturatedK
Run rosesoil() from rosetta-soil >= 0.3.0	rosesoil
Make a Rosetta object instance for running 'predict()' methods	Rosetta
Check if Rosetta module is available for import from local Python environment	rosetta_module_available
Run 'rosetta()' method from Python module	run_rosetta run_rosetta.data.frame run_rosetta.default run_rosetta.matrix run_rosetta.RasterBrick run_rosetta.RasterStack run_rosetta.SpatRaster
Convert list of numeric vectors to _SoilData_ Python object	py_to_r.rosetta.rosetta.SoilData SoilDataFromArray
Make an UnsaturatedK object instance	UnsaturatedK

Package: rosettaPTF 0.2.0

rosettaPTF: R Frontend for Rosetta Pedotransfer Functions

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Readme and manuals

Help Manual

Usage by other packages (reverse dependencies)