Package: PhenoSpectra 0.1.0
PhenoSpectra: Multispectral Data Analysis and Visualization
Provides tools for processing, analyzing, and visualizing spectral data collected from 3D laser-based scanning systems. Supports applications in agriculture, forestry, environmental monitoring, industrial quality control, and biomedical research. Enables evaluation of plant growth, productivity, resource efficiency, disease management, and pest monitoring. Includes statistical methods for extracting insights from multispectral and hyperspectral data and generating publication-ready visualizations. See Zieschank & Junker (2023) <doi:10.3389/fpls.2023.1141554> and Saric et al. (2022) <doi:10.1016/J.TPLANTS.2021.12.003> for related work.
Authors:
PhenoSpectra_0.1.0.tar.gz
PhenoSpectra_0.1.0.zip(r-4.5)PhenoSpectra_0.1.0.zip(r-4.4)PhenoSpectra_0.1.0.zip(r-4.3)
PhenoSpectra_0.1.0.tgz(r-4.5-any)PhenoSpectra_0.1.0.tgz(r-4.4-any)PhenoSpectra_0.1.0.tgz(r-4.3-any)
PhenoSpectra_0.1.0.tar.gz(r-4.5-noble)PhenoSpectra_0.1.0.tar.gz(r-4.4-noble)
PhenoSpectra_0.1.0.tgz(r-4.4-emscripten)PhenoSpectra_0.1.0.tgz(r-4.3-emscripten)
PhenoSpectra.pdf |PhenoSpectra.html✨
PhenoSpectra/json (API)
| # Install 'PhenoSpectra' in R: |
| install.packages('PhenoSpectra', repos = c('https://medhat-mahmoud.r-universe.dev', 'https://cloud.r-project.org')) |
This package does not link to any Github/Gitlab/R-forge repository. No issue tracker or development information is available.
Last updated 12 days agofrom:ed47850803. Checks:9 OK. Indexed: yes.
| Target | Result | Latest binary |
|---|---|---|
| Doc / Vignettes | OK | Mar 06 2025 |
| R-4.5-win | OK | Mar 06 2025 |
| R-4.5-mac | OK | Mar 06 2025 |
| R-4.5-linux | OK | Mar 06 2025 |
| R-4.4-win | OK | Mar 06 2025 |
| R-4.4-mac | OK | Mar 06 2025 |
| R-4.4-linux | OK | Mar 06 2025 |
| R-4.3-win | OK | Mar 06 2025 |
| R-4.3-mac | OK | Mar 06 2025 |
Exports:feature_selectionpredict_SDSqaqcsreadssetup_environment
Dependencies:backportsbroomcellrangerclicpp11crayondata.tabledplyrfansigenericsgluehmslifecyclelubridatemagrittropenxlsxpillarpkgconfigprettyunitsprogresspurrrR6Rcppreadxlrematchrlangstringistringrtibbletidyrtidyselecttimechangeutf8vctrswithrwritexlzip
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| Feature Selection for Spectral Data | feature_selection |
| Predict Spectral Disease Severity (SDS) | predict_SDS |
| Perform QA/QC on spectral data while preserving original column names | qaqcs |
| Read and merge spectral data using data.table exclusively | reads |
| Setup Environment for PhenoSpectra | setup_environment |
