ArticlePlants (Basel, Switzerland)2023
Monitoring Drought Stress in Common Bean Using Chlorophyll Fluorescence and Multispectral Imaging.
Article in Plants (Basel, Switzerland), 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 9 papers.
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Who cites it
9 citing papers in PubMed.
- Spatial stability of photosynthetic and optical traits in common bean leaves under moderate drought revealed by imaging-based phenotyping.BMC plant biology · 2026Article
- Nitrogen fertilizer modulated the effect of drought priming on photosynthesis, antioxidant defense, nitrogen metabolism, yield in summer maize.Frontiers in plant science · 2026Article
- The Green Index: A Widely Accessible Method to Quantify the Degree of Greenness of Photosynthetic Organisms.Plant, cell & environment · 2025Article
- StatFaRmer: cultivating insights with an advanced R shiny dashboard for digital phenotyping data analysis.Frontiers in plant science · 2025Article
- Research Progress of Spectral Imaging Techniques in Plant Phenotype Studies.Plants (Basel, Switzerland) · 2024Review
- Comparative Effects of Water Scarcity on the Growth and Development of Two Common Bean (Plants (Basel, Switzerland) · 2024Article
- Quantifying aluminum toxicity effects on corn phenotype using advanced imaging technologies.Plant direct · 2024Article
- High-throughput phenotyping reveals multiple drought responses of wild and cultivated Phaseolinae beans.Frontiers in plant science · 2024Article
- High-Throughput Phenotyping for Revealing Key Morpho-Physiological Traits for Drought Tolerance in Pea (Pisum sativum and Wild Relatives).Physiologia plantarumArticle
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Authors and funding
5 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Drought is a significant constraint in bean production. In this study, we used high-throughput phenotyping methods (chlorophyll fluorescence imaging, multispectral imaging, 3D multispectral scanning) to monitor the development of drought-induced morphological and physiological symptoms at an early stage of development of the common bean. This study aimed to select the plant phenotypic traits which were most sensitive to drought. Plants were grown in an irrigated control (C) and under three drought treatments: D70, D50, and D30 (irrigated with 70, 50, and 30 mL distilled water, respectively). Measurements were performed on five consecutive days, starting on the first day after the onset of treatments (1 DAT-5 DAT), with an additional measurement taken on the eighth day (8 DAT) after the onset of treatments. Earliest detected changes were found at 3 DAT when compared to the control. D30 caused a decrease in leaf area index (of 40%), total leaf area (28%), reflectance in specific green (13%), saturation (9%), and green leaf index (9%), and an increase in the anthocyanin index (23%) and reflectance in blue (7%). The selected phenotypic traits could be used to monitor drought stress and to screen for tolerant genotypes in breeding programs.
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