uFTIR: An R package to process hyperspectral images of environmental samples captured with mu FTIR microscopes
Abstract
uFTIR is an R package that implements an automatic approach to analyze μFTIR hyperspectral images with a strong focus on microplastic recognition in environmental samples. The package performs image classification using a Spectral Angle Mapper algorithm in a library search approach. It interacts with other R packages used for spectral analysis. It exports its output as raster and vector files that can be post-processed in common Geographical Information Systems software. The package was designed around the principles of modular development, compatibility, and open-source software. We hope our contribution will serve researchers to size the occurrence of microplastics in ecosystems.
Más información
| Título según WOS: | uFTIR: An R package to process hyperspectral images of environmental samples captured with mu FTIR microscopes |
| Título según SCOPUS: | uFTIR: An R package to process hyperspectral images of environmental samples captured with μFTIR microscopes |
| Título de la Revista: | SoftwareX |
| Volumen: | 16 |
| Editorial: | Elsevier B.V. |
| Fecha de publicación: | 2021 |
| Idioma: | English |
| DOI: |
10.1016/j.softx.2021.100857 |
| Notas: | ISI, SCOPUS |