Package: rosettaPTF 0.1.5
rosettaPTF: R Frontend for Rosetta Pedotransfer Functions
Access Python rosetta-soil pedotransfer functions in an R environment. Rosetta is a neural network-based model for predicting unsaturated soil hydraulic parameters from basic soil characterization data. The model predicts parameters for the van Genuchten unsaturated soil hydraulic properties model, using sand, silt, and clay, bulk density and water content. The codebase is now maintained by Dr. Todd Skaggs and other U.S. Department of Agriculture employees. This R package is intended to provide for use cases that involve many thousands of calls to the pedotransfer function. Less demanding use cases are encouraged to use the web interface or API endpoint. There are additional wrappers of the API endpoints provided by the soilDB R package `ROSETTA()` method.
Authors:
rosettaPTF_0.1.5.tar.gz
rosettaPTF_0.1.5.zip(r-4.5)rosettaPTF_0.1.5.zip(r-4.4)rosettaPTF_0.1.5.zip(r-4.3)
rosettaPTF_0.1.5.tgz(r-4.4-any)rosettaPTF_0.1.5.tgz(r-4.3-any)
rosettaPTF_0.1.5.tar.gz(r-4.5-noble)rosettaPTF_0.1.5.tar.gz(r-4.4-noble)
rosettaPTF_0.1.5.tgz(r-4.4-emscripten)rosettaPTF_0.1.5.tgz(r-4.3-emscripten)
rosettaPTF.pdf |rosettaPTF.html✨
rosettaPTF/json (API)
NEWS
| # Install 'rosettaPTF' in R: |
| install.packages('rosettaPTF', repos = c('https://brownag.r-universe.dev', 'https://cloud.r-project.org')) |
Bug tracker:https://github.com/ncss-tech/rosettaptf/issues
- MUKEY_PROP - Sample SSURGO Mapunit Properties by 'mukey'
- MUKEY_WCS - Sample SSURGO Mapunit Web Coverage Service Data: _matrix_ of 'mukey'
hydraulichydrologyksatpedotransferpythonreticulaterosettasoil
Last updated 6 months agofrom:94634a5945. Checks:OK: 2 NOTE: 3 WARNING: 2. Indexed: no.
| Target | Result | Date |
|---|---|---|
| Doc / Vignettes | OK | Oct 25 2024 |
| R-4.5-win | NOTE | Oct 25 2024 |
| R-4.5-linux | NOTE | Oct 25 2024 |
| R-4.4-win | NOTE | Oct 25 2024 |
| R-4.4-mac | WARNING | Oct 25 2024 |
| R-4.3-win | OK | Oct 25 2024 |
| R-4.3-mac | WARNING | Oct 25 2024 |
Exports:ann_predictfind_pythonget_rosetta_moduleinstall_rosettaRosettarosetta_module_availablerun_rosettaSoilDataFromArray
Dependencies:herejsonlitelatticeMatrixpngrappdirsRcppRcppTOMLreticulaterlangrprojrootterrawithr
Readme and manuals
Help Manual
| 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 |
| 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 |
