Other packages > Find by keyword >

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]
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 05 May. 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)
Other packages that cited waves R package
View waves citation profile
Other R packages that waves depends, imports, suggests or enhances
Complete documentation for waves
Downloads during the last 30 days
04/0504/0604/0704/0804/0904/1004/1104/1204/1304/1404/1504/1604/1704/1804/1904/2004/2104/2204/2304/2404/2504/2604/2704/2804/2904/3005/0105/0205/0305/04Downloads for waves02468101214161820TrendBars

Today's Hot Picks in Authors and Packages

ClickHouseHTTP  
A Simple HTTP Database Interface to 'ClickHouse'
'ClickHouse' () is an open-source, high performance columnar OLAP (online ...
Download / Learn more Package Citations See dependency  
quickcode  
Quick and Essential 'R' Tricks for Better Scripts
The NOT functions, 'R' tricks and a compilation of some simple quick plus often used 'R' codes to im ...
Download / Learn more Package Citations See dependency  
helloJavaWorld  
Hello Java World
A dummy package to demonstrate how to interface to a jar file that resides inside an R package. ...
Download / Learn more Package Citations See dependency  
affinitymatrix  
Estimation of Affinity Matrix
Tools to study sorting patterns in matching markets and to estimate the affinity matrix of both the ...
Download / Learn more Package Citations See dependency  
aspline  
Spline Regression with Adaptive Knot Selection
Perform one-dimensional spline regression with automatic knot selection. This package uses a penali ...
Download / Learn more Package Citations See dependency  
frailtypack  
Shared, Joint (Generalized) Frailty Models; Surrogate Endpoints
The following several classes of frailty models using a penalized likelihood estimation on the hazar ...
Download / Learn more Package Citations See dependency  

24,205

R Packages

207,311

Dependencies

65,312

Author Associations

24,206

Publication Badges

© Copyright since 2022. All right reserved, rpkg.net.  Based in Cambridge, Massachusetts, USA