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Plant Phenomics

Abstract

The article examines various aspects of the plant phenomics development which is a new field of omics research that studies the characteristics of plant phenotypes in relation to their physiological responses, gene expression, protein activity, and the presence of metabolite assemblies.

About the Authors

V. Demidchik
Институт экспериментальной ботаники им. В.Ф. Купревича НАН Беларуси
Belarus

Vadim Demidchik



M. Mysleyko
Институт экспериментальной ботаники им. В.Ф. Купревича НАН Беларуси
Belarus

Margarita Mysleyko



V. Bondarenko
Белорусский государственный университет
Belarus

Vladislav Bondarenko



M. Patrin
Московский государственный университет им. М.В. Ломоносова
Russian Federation

Maxim Patrin



V. Artishevskaya
БГУ
Belarus

Veronika Artishevskaya



D. Afonnikov
Сибирское отделение Российской академии наук
Russian Federation

Dmitry Afonnikov



M. Chernysh
БГУ
Belarus

Maria Chernysh



References

1. Hayes C.N. From Omics to Multi-Omics: A Review of Advantages and Tradeoffs / C.N. Hayes [etal.] // Genes. 2024. Vol. 15, №12. P.1551.

2. Dai X. Advances and Trends in Omics Technology Development / X. Dai, L. Shen // Frontiers in Medicine. 2022. Vol. 9. P. 911861.

3. Демидчик В.В. Феномика растений: фундаментальные основы, программно-аппаратные платформы и методы машинного обучения / В. В. Демидчик [и др.] // Физиология растений. 2020. Т. 67, №3. С. 227–245.

4. Zhang R. Integration of multi-omics technologies for crop improvement: Status and prospects / R.Zhang [etal.] // Frontiers in Bioinformatics. 2022. Vol. 2. P.1027457.

5. Johannsen W.The genotype conception of heredity / W. Johannsen // Am Nat. 1911. Vol. 45. P.129–159.

6. Davis B.D.The Isolation of Biochemically Deficient Mutants of Bacteria by Means of Penicillin / B.D. Davis // Proceedings of the National Academy of Sciences of the United States of America. 1949. Vol. 35, №1. P.1–10.

7. Awada L.The evolution of plant phenomics: global insights, trends, and collaborations (2000–2021) / L. Awada, P.W.B. Phillips, A.M. Bodan // Frontiers in Plant Science. 2024. Vol. 15. P.1410738.

8. Walter А. Smar t farming is key to developing sustainable agriculture / A. Walter [et al.] // Proceedings of the National Academy of Sciences of the United States of America. 2017. Vol. 114. P. 6148–6150.

9. Li L. A Review of Imaging Techniques for Plant Phenotyping / L. Li, Q. Zhang, D. Huang // Sensors. 2014. Vol. 14, №11. P.20078–20111.

10. SinghDeep A. K.Learning for Plant Stress Phenotyping: Trends and Future Perspectives / A. K.Singh [etal.] // Trends in Plant Science. 2018. Vol. 23, №10. P.883–898.

11. Chiaiese P. Renewable Sources of Plant Biostimulation: Microalgae as aSustainable Means to Improve Crop Performance / P.Chiaiese [etal.] // Frontiers in Plant Science. 2018. Vol. 9. P.1782.

12. Chen D. Dissecting the Phenotypic Components of Crop Plant Growth and Drought Responses Based on High-Throughput Image Analysis / D.Chen [etal.] // The Plant Cell. 2015. Vol. 26, №12. P.4636–4655.

13. Relationship between the Characteristics of Bread Wheat Grains, Storage Time and Germination / D.A. Afonnikov [etal.] // Plants. 2021. Vol. 11, №1. P.35.

14. Arif M.A.R. QTL Analysis for Bread Wheat Seed Size, Shape and Color Characteristics Estimated by Digital Image Processing / M.A.R. Arif [etal.] // Plants. 2022. Vol. 11, №16. P.2105.

15. Nabwire S. Review: Application of Artificial Intelligence in Phenomics / S. Nabwire [et al.] // Sensors. 2021.Vol. 21, №13. P. 4363.

16. Murphy K. M. Deep Learning in Image-Based Plant Phenotyping / K. M. Murphy [etal.] // Annual Review of Plant Biology. 2024. Vol. 75, №1. P.771–795.

17. LeCun Y. Deep learning / Y. LeCun, Y. Bengio, G. Hinton // Nature. 2015. Vol. 521, №7553. P.436–444.

18. Astani M.A diverse ensemble classifier for tomato disease recognition / M. Astani, M. Hasheminejad, M. Vaghefi // Computers and Electronics in Agriculture. 2022. Vol. 198. Art. 107054.


Review

For citations:


Demidchik V., Mysleyko M., Bondarenko V., Patrin M., Artishevskaya V., Afonnikov D., Chernysh M. Plant Phenomics. Science and Innovations. 2025;(11):39-49. (In Russ.)

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ISSN 1818-9857 (Print)
ISSN 2412-9372 (Online)