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waves  

Vis-NIR Spectral Analysis Wrapper
View on CRAN: Click here


Download and install waves package within the R console
Install from CRAN:
install.packages("waves")

Install from Github:
library("remotes")
install_github("cran/waves")

Install by package version:
library("remotes")
install_version("waves", "0.2.5")



Attach the package and use:
library("waves")
Maintained by
Jenna Hershberger
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2020-09-17
Latest Update: 2023-12-12
Description:
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>.
How to cite:
Jenna Hershberger (2020). waves: Vis-NIR Spectral Analysis Wrapper. R package version 0.2.5, https://cran.r-project.org/web/packages/waves. Accessed 18 Feb. 2025.
Previous versions and publish date:
0.1.0 (2020-09-17 14:10), 0.1.1 (2021-04-21 11:30), 0.2.0 (2022-01-21 04:20), 0.2.1 (2022-02-03 22:00), 0.2.2 (2022-02-18 20:20), 0.2.3 (2022-03-07 08:50), 0.2.4 (2022-03-29 23:50)
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