Root system architecture, physiological and transcriptional traits of soybean (Glycine max L.) in response to water deficit: A review

R ** and metabolomics: A case study on tomato
K Paul, M Sorrentino, L Lucini, Y Rouphael… - Frontiers in plant …, 2019 - frontiersin.org
Designing and develo** new biostimulants is a crucial process which requires an
accurate testing of the product effects on the morpho-physiological traits of plants and a …

Phenomics based prediction of plant biomass and leaf area in wheat using machine learning approaches

B Singh, S Kumar, A Elangovan, D Vasht… - Frontiers in Plant …, 2023 - frontiersin.org
Introduction Phenomics has emerged as important tool to bridge the genotype-phenotype
gap. To dissect complex traits such as highly dynamic plant growth, and quantification of its …

Characterization of Biostimulant Mode of Action Using Novel Multi-Trait High-Throughput Screening of Arabidopsis Germination and Rosette Growth

L Ugena, A Hýlová, K Podlešáková… - Frontiers in plant …, 2018 - frontiersin.org
Environmental stresses have a significant effect on agricultural crop productivity worldwide.
Exposure of seeds to abiotic stresses, such as salinity among others, results in lower seed …

High-throughput phenoty** to dissect genotypic differences in safflower for drought tolerance

S Joshi, E Thoday-Kennedy, HD Daetwyler… - PLoS …, 2021 - journals.plos.org
Drought is one of the most severe and unpredictable abiotic stresses, occurring at any
growth stage and affecting crop yields worldwide. Therefore, it is essential to develop …

The use of chitosan oligosaccharide to improve artemisinin yield in well-watered and drought-stressed plants

AL García-García, AR Matos, E Feijão… - Frontiers in Plant …, 2023 - frontiersin.org
Introduction Artemisinin is a secondary metabolite well-known for its use in the treatment of
malaria. It also displays other antimicrobial activities which further increase its interest. At …

Integration of phenomics and metabolomics datasets reveals different mode of action of biostimulants based on protein hydrolysates in Lactuca sativa L. and Solanum …

M Sorrentino, K Panzarová, I Spyroglou… - Frontiers in Plant …, 2022 - frontiersin.org
Plant phenomics is becoming a common tool employed to characterize the mode of action of
biostimulants. A combination of this technique with other omics such as metabolomics can …

Development of a mobile, high-throughput, and low-cost image-based plant growth phenoty** system

L Yu, H Sussman, O Khmelnitsky… - Plant …, 2024 - academic.oup.com
Nondestructive plant phenoty** forms a key technique for unraveling molecular processes
underlying plant development and response to the environment. While the emergence of …

Use of Phenomics for Differentiation of Mungbean (Vigna radiata L. Wilczek) Genotypes Varying in Growth Rates Per Unit of Water

J Rane, SK Raina, V Govindasamy… - Frontiers in Plant …, 2021 - frontiersin.org
In the human diet, particularly for most of the vegetarian population, mungbean (Vigna
radiata L. Wilczek) is an inexpensive and environmentally friendly source of protein. Being a …

From Pixels to Phenotypes: Quest of Machine Vision for Drought Tolerance Traits in Plants

V Hegde, MS Sowmya, PS Basavaraj… - Russian Journal of Plant …, 2024 - Springer
Drought stress poses a significant threat to global agricultural productivity and food security.
Understanding how plants adapt to drought conditions is crucial for develo** drought …