Determination Model of Epidermal Wettability for Apple Rootstock Cutting Based on the Improved U-Net DOI Creative Commons
Xu Wang, Lixing Liu, Jing-Wei ZOU

et al.

Agriculture, Journal Year: 2024, Volume and Issue: 14(12), P. 2223 - 2223

Published: Dec. 5, 2024

Keeping the epidermis of apple rootstock cuttings moist is important for maintaining physiological activities. It necessary to monitor moisture in real time during growth process cuttings. A machine vision-based discrimination model degree cuttings’ was designed. This optimizes structure semantic segmentation U-Net. The takes Saturation channel and Value information cutting images HSV color space as characteristics moisture, so that has good performance blue-purple supplementary light environment. average accuracy improved 95.07% dry wet without light, 84.83% with light. humidification system implanted can control atomizer complete task moisturizing epidermis. retention rate 92.5%. Compared original model, effect increased by 26.87%. experimental results show U-Net generalization high accuracy, which provides a method design an accurate system.

Language: Английский

Hydro propagation: Harnessing water for sustainable plant propagation and growth DOI Open Access
Vishakha Saini, Gurjeet Singh,

Pankaj Saha

et al.

International Journal of Advanced Biochemistry Research, Journal Year: 2024, Volume and Issue: 8(3), P. 975 - 981

Published: Jan. 1, 2024

Hydro propagation is a novel strategy for plant multiplication, and essential sustainable agriculture. This approach does not require any soil at all; portions especially cuttings are simply immersed in nutrient-rich water solutions. It has many advantages including root development, conservation, effective nutrient delivery. promising easy multiplication quality production of crops. exact control over growing conditions, increasing success rates. Moreover, this technique also helpful environment as it involve kind pesticides application borne diseases. abstract reveals the fundamentals hydro propagation, emphasizing how can completely transform traditional way cultivation. The objective review paper to compile conclusions results regarding till date. involves future directions necessary further research awareness.

Language: Английский

Citations

0
Determination Model of Epidermal Wettability for Apple Rootstock Cutting Based on the Improved U-Net DOI Creative Commons
Xu Wang, Lixing Liu, Jing-Wei ZOU

et al.

Agriculture, Journal Year: 2024, Volume and Issue: 14(12), P. 2223 - 2223

Published: Dec. 5, 2024

Keeping the epidermis of apple rootstock cuttings moist is important for maintaining physiological activities. It necessary to monitor moisture in real time during growth process cuttings. A machine vision-based discrimination model degree cuttings’ was designed. This optimizes structure semantic segmentation U-Net. The takes Saturation channel and Value information cutting images HSV color space as characteristics moisture, so that has good performance blue-purple supplementary light environment. average accuracy improved 95.07% dry wet without light, 84.83% with light. humidification system implanted can control atomizer complete task moisturizing epidermis. retention rate 92.5%. Compared original model, effect increased by 26.87%. experimental results show U-Net generalization high accuracy, which provides a method design an accurate system.

Language: Английский

Citations

0