Spectroscopy Imaging Techniques as In Vivo Analytical Tools to Detect Plant Traits

Abstract

The efficiency of hyper- and multispectral imaging (HSI and MSI) has gained considerable attention in research on plant phenotyping. This is due to their ease of use while being considered a nondestructive technology. Unlike current point-scanned spectroscopy, both HSI and MSI extract spatial and spectral information while covering a wide range of a plant body. Moreover, it is necessary to equip the extracted information with multivariate calibration techniques, followed by model evaluation. To date, the application of HSI and MSI for monitoring plant growth under a controlled environment is emerging and showing a good trend. Our systematic literature review discusses spectroscopy imaging techniques and their chemometric approaches as a sustainable sensor technology to detect plant traits. In conclusion, we also explore the possibility of carrying out HSI and MSI during plant trait analysis.

Plant phenotyping relevance

植物形質検出のためのHSI/MSI画像分光法とケモメトリクスを扱う系統的レビューであり、フェノタイピング手法が中心です。

Code and data availability

This is a systematic literature review of HSI/MSI plant phenotyping. The supplied blocks contain no authors' phenotype datasets, images, code, models, or supplements; all data and models discussed belong to cited prior works, and no availability statements or repository URLs appear.

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