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>.
Versions across snapshots
| Version | Repository | File | Size |
|---|---|---|---|
0.2.6 |
rolling linux/jammy R-4.5 | waves_0.2.6.tar.gz |
3.5 MiB |
0.2.6 |
rolling linux/noble R-4.5 | waves_0.2.6.tar.gz |
3.5 MiB |
0.2.6 |
rolling source/ R- | waves_0.2.6.tar.gz |
2.9 MiB |
0.2.6 |
latest linux/jammy R-4.5 | waves_0.2.6.tar.gz |
3.5 MiB |
0.2.6 |
latest linux/noble R-4.5 | waves_0.2.6.tar.gz |
3.5 MiB |
0.2.6 |
latest source/ R- | waves_0.2.6.tar.gz |
2.9 MiB |
0.2.6 |
2026-04-26 source/ R- | waves_0.2.6.tar.gz |
2.9 MiB |
0.2.6 |
2026-04-23 source/ R- | waves_0.2.6.tar.gz |
2.9 MiB |
0.2.6 |
2026-04-09 windows/windows R-4.5 | waves_0.2.6.zip |
3.5 MiB |
0.2.5 |
2025-04-20 source/ R- | waves_0.2.5.tar.gz |
2.9 MiB |