ArticlePlant methods2015
Quantifying spatial heterogeneity of chlorophyll fluorescence during plant growth and in response to water stress.
Article in Plant methods, 2015. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 32 papers.
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Who cites it
32 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
- Safflower gas exchange, leaf water potential, and water-saving irrigation in surface and subsurface drip irrigation systems at different lateral spacings.BMC plant biology · 2025Article
- Application of Wine and Olive Oil Production Residues as Substrates for the Cultivation ofPlants (Basel, Switzerland) · 2025Article
- Recent advances in plant stress analysis using chlorophyllPhotosynthetica · 2025Review
- Early-Stage Detection of Biotic and Abiotic Stress on Plants by Chlorophyll Fluorescence Imaging Analysis.Biosensors · 2023Review
- Monitoring Drought Stress in Common Bean Using Chlorophyll Fluorescence and Multispectral Imaging.Plants (Basel, Switzerland) · 2023Article
- A Hormetic Spatiotemporal Photosystem II Response Mechanism of Salvia to Excess Zinc Exposure.International journal of molecular sciences · 2022Article
- Balancing Damage via Non-Photochemical Quenching, Phenolic Compounds and Photorespiration inInternational journal of molecular sciences · 2022Article
- The genetic interaction of REVOLUTA and WRKY53 links plant development, senescence, and immune responses.PloS one · 2022Article
- Handheld Multifunctional Fluorescence Imager for Non-invasive Plant Phenotyping.Frontiers in plant science · 2022Article
- Leaf Age-Dependent Photosystem II Photochemistry and Oxidative Stress Responses to Drought Stress inMolecules (Basel, Switzerland) · 2021Article
- Postharvest Water Loss of Wine Grape: When, What and Why.Metabolites · 2021Review
- Application of Phenotyping Methods in Detection of Drought and Salinity Stress in Basil (Frontiers in plant science · 2021Article
- Phytotoxic Activity of the Natural Compound Norharmane on Crops, Weeds and Model Plants.Plants (Basel, Switzerland) · 2020Article
- Optimal Duration of Drought Stress Near Harvest for Promoting Bioactive Compounds and Antioxidant Capacity in Kale with or without UV-B Radiation in Plant Factories.Plants (Basel, Switzerland) · 2020Article
- A Computation Method Based on the Combination of Chlorophyll Fluorescence Parameters to Improve the Discrimination of Visually Similar Phenotypes Induced by Bacterial Virulence Factors.Frontiers in plant science · 2020Article
- Hydrogen sulphide partly involves in thiamine-induced tolerance to cadmium toxicity in strawberry (Fragaria x ananassa Duch) plants.Environmental science and pollution research international · 2020Article
- Drought resistance is mediated by divergent strategies in closely related Brassicaceae.The New phytologist · 2019Article
- Time-Series Chlorophyll Fluorescence Imaging Reveals Dynamic Photosynthetic Fingerprints ofSensors (Basel, Switzerland) · 2019Article
- Spatiotemporal heterogeneity of photosystem II function during acclimation to zinc exposure and mineral nutrition changes in the hyperaccumulator Noccaea caerulescens.Environmental science and pollution research international · 2019Article
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6 authors.
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Abstract
backgroundEffects of abiotic and biotic stresses on plant photosynthetic performance lead to fitness and yield decrease. The maximum quantum efficiency of photosystem II (F v/F m) is a parameter of chlorophyll fluorescence (ChlF) classically used to track changes in photosynthetic performance. Despite recent technical and methodological advances in ChlF imaging, the spatio-temporal heterogeneity of F v/F m still awaits for standardized and accurate quantification.
resultsWe developed a method to quantify the dynamics of spatial heterogeneity of photosynthetic efficiency through the distribution-based analysis of F v/F m values. The method was applied to Arabidopsis thaliana grown under well-watered and severe water deficit (survival rate of 40%). First, whole-plant F v/F m shifted from unimodal to bimodal distributions during plant development despite a constant mean F v/F m under well-watered conditions. The establishment of a bimodal distribution of F v/F m reflects the occurrence of two types of leaf regions with contrasted photosynthetic efficiency. The distance between the two modes (called S) quantified the whole-plant photosynthetic heterogeneity. The weighted contribution of the most efficient/healthiest leaf regions to whole-plant performance (called W max) quantified the spatial efficiency of a photosynthetically heterogeneous plant. Plant survival to water deficit was associated to high S values, as well as with strong and fast recovery of W max following soil rewatering. Hence, during stress surviving plants had higher, but more efficient photosynthetic heterogeneity compared to perishing plants. Importantly, S allowed the discrimination between surviving and perishing plants four days earlier than the mean F v/F m. A sensitivity analysis from simulated dynamics of F v/F m showed that parameters indicative of plant tolerance and/or stress intensity caused identifiable changes in S and W max. Finally, an independent comparison of six Arabidopsis accessions grown under well-watered conditions indicated that S and W max are related to the genetic variability of growth.
conclusionsThe distribution-based analysis of ChlF provides an efficient tool for quantifying photosynthetic heterogeneity and performance. S and W max are good indicators to estimate plant survival under water stress. Our results suggest that the dynamics of photosynthetic heterogeneity are key components of plant growth and tolerance to stress.
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