Package: waves
Title: Vis-NIR Spectral Analysis Wrapper
Version: 0.1.0
Authors@R: c(
              person(given = "Jenna", family = "Hershberger", role = c("aut", "cre"),
                email = "jmh579@cornell.edu",
                comment = c(ORCID = "0000-0002-3147-6867")),
              person(given = "Michael", family = "Gore", role = "ths"),
              person("NSF BREAD IOS-1543958", role = "fnd")
              )
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. 
    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>.
URL: https://github.com/GoreLab/waves
Maintainer: Jenna Hershberger <jmh579@cornell.edu>
BugReports: https://github.com/GoreLab/waves/issues
Depends: R (>= 3.5)
License: MIT + file LICENSE
Encoding: UTF-8
LazyData: true
Imports: dplyr, prospectr, spectacles, caret, pls, randomForest,
        wesanderson, magrittr, tidyselect, ggplot2, tidyr (>= 1.0),
        stringr, rlang
RoxygenNote: 6.1.1
Suggests: testthat (>= 2.1.0)
NeedsCompilation: no
Packaged: 2020-09-10 14:54:09 UTC; Jenna
Author: Jenna Hershberger [aut, cre] (<https://orcid.org/0000-0002-3147-6867>),
  Michael Gore [ths],
  NSF BREAD IOS-1543958 [fnd]
Repository: CRAN
Date/Publication: 2020-09-17 12:10:02 UTC
Built: R 4.1.0; ; 2021-02-20 09:22:51 UTC; unix
