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Applications of machine learning in plant biotechnology

Discover Artificial Intelligence
Machine learning (ML) is rapidly reshaping plant biotechnology, yet current literature remains fragmented across subfields and often emphasizes applications without critically examining a systemic integration into agricultural workflows (methodological ...
Israel Ogwuche Ogra, Yardjouma Silue, Olaniyi Amos Fawole, Adeyemi Oladapo Aremu, Umezuruike Linus Opara   +4 more
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Describe of Arabidopsis Thaliana Plant as a Model Plant in Biotechnology

NTU Journal of Pure Sciences, 2022
Arabidopsis thaliana plant has appeared as a promising model because it is self-fertilizing, which makes it preserve its characteristics and can produce thousands of seeds, which makes it ideal for conducting mutagenesis experiments.
Rana Tariq Yahya
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Plant Virology Delivers Diverse Toolsets for Biotechnology

Viruses, 2020
Over a hundred years of research on plant viruses has led to a detailed understanding of viral replication, movement, and host–virus interactions. The functions of vast viral genes have also been annotated.
Mo Wang, Shilei Gao, Wenzhi Zeng, Yongqing Yang, Junfei Ma, Ying Wang   +5 more
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Early warning of Diaporthe infection in kiwifruit soft rot by plasmonic dimer-enhanced Raman spectroscopy

iScience, 2022
Summary: Diaporthe genus is the dominant pathogens of kiwifruit soft rot with long incubation period and rapid onset and very hard to detect in advance.
Ting Yu, Huanhuan Li, Baomei Zhou, Kui Liu, Hao Jiang, Min Xu, Mengke Su, Yongsheng Liu, Min Miao, Honglin Liu   +9 more
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Research Progress of Biotechnology in Plant Materials [PDF]

E3S Web of Conferences
Utilizing renewable biomass resources and biocatalytic conversion processes to develop advanced industrial biotechnology is of great significance for building a green, low-carbon and sustainable economy. Research on the preparation of bio-composites from
Sun Xiang-ping, Zhuo Wang, Lv Jiang-nan, Won Sung Wook   +3 more
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Application of Plant Viruses in Biotechnology, Medicine, and Human Health

Viruses, 2021
Plant-based nanotechnology programs using virus-like particles (VLPs) and virus nanoparticles (VNPs) are emerging platforms that are increasingly used for a variety of applications in biotechnology and medicine.
Srividhya Venkataraman, Kathleen Hefferon   +1 more
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Recent advances and novelties in the thin cell layer-based plant biotechnology – a mini-review

BioTechnologia, 2019
Plant thin cell layers (TCLs), which consist of a few layers of cells, are typically 0.5–1 mm thick. After the first application of TCLs to tobacco in 1943, and after 45 years of their practical application to plant tissue culture, TCLs have proven to be
Jaime da Silva, Judit Dobránszki
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Plant Biotechnology: Transgenic Crops

, 2008
Transgenesis is an important adjunct to classical plant breeding, in that it allows the targeted manipulation of specific characters using genes from a range of sources. The current status of crop transformation is reviewed, including methods of gene transfer, the selection of transformed plants and control of transgene expression.
Shewry, P. R., Jones, H. D., Halford, N. G.   +2 more
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Plant Genetic Improvement by Biotechnology

Biotecnología Vegetal, 2006
Plant Genetic Improvement by ...
Instituto Biología de las Plantas
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Biotechnology and Plant Breeding

Biotechnology & Biotechnological Equipment, 1993
ABSTRACTPlant breeding is an integrative discipline that is defined by the product, i. e., a crop cultivar. Principles of breeding provide the framework, while technologies (including biotechnology) provide the tools for implementation. The successful execution of plant breeding depends on: availability of genetically variable populations, effective ...
openaire   +1 more source