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Author

Susumu Hiraga

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Open access Aug 2026

Time-resolved volatile organic compound profiling enables non-invasive detection of phenological progression in soybean

Background and aims Plant volatile organic compounds (VOCs) change dynamically with plant development and in response to environmental conditions. However, their potential as non-invasive indicators of phenological progression remains poorly explored. In this study, we developed a framework integrating automated VOC sa...

Ryu Nakata, Susumu Hiraga, Masao Ishimoto · 0 citations

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