waves
Vis-NIR Spectral Analysis Wrapper
Originally designed application in the context of resource-limited plant research and breeding programs, 'waves' provides an open-source solution to spectral data processing and model development by bringing useful packages together into a streamlined pipeline. This package is wrapper for functions related to the analysis of point visible and near-infrared reflectance measurements. It includes visualization, filtering, aggregation, preprocessing, cross-validation set formation, model training, and prediction functions to enable open-source association of spectral and reference data. This package is documented in a peer-reviewed manuscript in the Plant Phenome Journal doi:10.1002/ppj2.20012. Specialized cross-validation schemes are described in detail in Jarquín et al. (2017) doi:10.3835/plantgenome2016.12.0130. Example data is from Ikeogu et al. (2017) doi:10.1371/journal.pone.0188918.
- Version0.2.5
- R versionunknown
- LicenseMIT
- LicenseLICENSE
- Needs compilation?No
- waves citation info
- Last release12/12/2023
Documentation
Team
Jenna Hershberger
Michael Gore
Show author detailsRolesThesis advisorNSF BREAD IOS-1543958
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- Imports16 packages
- Suggests3 packages