uFTIR: An R package to process hyperspectral images of environmental samples captured with μFTIR microscopes
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.
Main Authors: | , , , |
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Format: | Article/Letter to editor biblioteca |
Language: | English |
Subjects: | Environmental monitoring, Hyperspectral images, IR microscopy, Microplastics, Plastic pollution, |
Online Access: | https://research.wur.nl/en/publications/uftir-an-r-package-to-process-hyperspectral-images-of-environment |
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