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April 17, 2026Physiologia Plantarum0 citationsOpen Access

High‐Throughput Phenotyping for Revealing Key Morpho‐Physiological Traits for Drought Tolerance in Pea ( Pisum sativum and Wild Relatives)

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MBMaryam BagheriHZH.J. van de ZeddeDRDiego Rubiales

Key Points

  • The research aims to identify key morpho-physiological traits associated with drought tolerance in pea and its wild relatives.
  • Evaluated 180 Pisum accessions using high-throughput phenotyping under control and drought conditions.
  • Applied digital phenotyping and manual measurements for assessing biomass-related and physiological traits.
  • Conducted principal component analysis to analyze trait variation and associations.
  • Drought stress resulted in significant reductions in biomass traits: fresh weight (47%), total leaf area (43%), and dry weight (41%).
  • PSII photochemical efficiency and other traits showed lower sensitivity to drought, implying stability under stress.
  • High heritability value (0.87) for water use efficiency suggests its potential for distinguishing drought responses.

Abstract

Pea (Pisum sativum) production is challenged by drought stress. Traditional methods for assessing drought tolerance are limited, and high-throughput phenotyping (HTP) can facilitate the rapid and automated assessment of plant traits. Herein, 180 Pisum spp. accessions were evaluated using an indoor HTP platform under two irrigation treatments, control (70% field capacity) and drought stress (30% field capacity), for 50 days. A combination of digital phenotyping via imaging and manual measurements was used to analyse biomass-related, architectural, and physiological traits. Drought conditions resulted in significant reductions in biomass-related traits including fresh weight (47%), total leaf area (43%), and dry weight (41%). In contrast, PSII photochemical efficiency, leaf weight ratio, and solidity showed negative sensitivity index values (ranging from -7% to -1%), indicating comparatively lower sensitivity to drought and suggesting relative stability of these traits under water-limited conditions. The high heritability value for water use efficiency (0.87) suggests that this parameter may be useful for distinguishing pea's responses to suboptimal soil moisture levels. Principal component analysis (PCA) highlighted patterns of trait variation and associations among biomass-related traits, such as fresh weight, dry weight, and leaf area, which were sensitive to drought conditions. This suggests that the plants may use a combination of strategies to cope with water limitations. Furthermore, studying the significant variation in drought response among the diverse Pisum species and subspecies revealed distinct adaptation strategies. These findings support the development of crops that are resilient to the negative effects of climate change.

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Cite This Study

Bagheri et al. (2026) studied this question.

synapsesocial.com/papers/69e1ce895cdc762e9d857900https://doi.org/10.1111/ppl.70863
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