![]() ![]() Chapman and Hall: New York, NY, USA, 1995. Principles of Seed Science and Technology, 3rd ed. The authors declare no conflict of interest. Finally, this review will focus on the future outlook for promoting and accelerating crop improvement and sustainability. It will also discuss the advantages and limitations that need to be solved for each technique and how each method could help breeders and industry with trait identification, measurement, classification, and screening or sorting of seed nutritive traits. The potential applications of NIR spectroscopy are expected to continue to rise as more seed researchers, breeders, and growers successfully adopt it as a powerful non-destructive method for seed quality phenomics. ![]() This review highlights recent advances in non-destructive seed phenomics techniques, including Fourier Transform near infrared (FT-NIR), Dispersive-Diode Array (DA-NIR), Single-Kernel (SKNIR), Micro-Electromechanical Systems (MEMS-NIR) spectroscopy, Hyperspectral Imaging (HSI), and Micro-Computed Tomography Imaging (micro-CT). ![]() There has been considerable progress in the past 20 years in various non-destructive methods to uncover and understand plant seed phenomics. Consequently, the development of robust, rapid, and high-throughput methods is required for seed quality evaluation and acceleration of crop improvement. There is great biodiversity in plant seed content traits worldwide. ![]() Seeds play a critical role in ensuring food security for the earth’s 8 billion people. ![]()
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