A simple method for measuring pollen germination rate using machine learning

The pollen germination rate decreases under various abiotic stresses, such as high-temperature stress, and it is one of the causes of inhibition of plant reproduction. Thus, measuring pollen germination rate is vital for understanding the reproductive ability of plants. However, measuring the pollen...

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Veröffentlicht in:	Plant reproduction 2023-12, Vol.36 (4), p.355-364
Hauptverfasser:	Yamazaki, Akira, Takezawa, Ao, Nagasaka, Kyoka, Motoki, Ko, Nishimura, Kazusa, Nakano, Ryohei, Nakazaki, Tetsuya
Format:	Artikel
Sprache:	eng
Schlagworte:	Abiotic stress Accuracy Agricultural production Agriculture Automation Biomedical and Life Sciences Capsicum Capsicum annuum Capsicum chinense Cell Biology Deep learning Fertility Genetic analysis Genome-wide association studies Genome-Wide Association Study Genomes Germination High temperature Learning algorithms Life Sciences Machine learning Measurement Measurement methods Methods Methods Paper Peppers Pixels Plant reproduction Plant Sciences Plant species Plants (botany) Pollen Pollen - genetics Population studies Reproduction Temperature Tomatoes Transfer learning
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