ArticleFrontiers in plant science2021
Application of Phenotyping Methods in Detection of Drought and Salinity Stress in Basil (
Article in Frontiers in plant science, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 31 papers.
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Who cites it
31 citing papers in PubMed, 79 citations in OpenAlex.
- Integrated phenotyping reveals coordinated physiological responses to cold, freezing, and recovery inAoB PLANTS · 2026Article
- Mulberry Drought Diagnosis: Integrating Proximal Sensing and Metabolomics for Remote Monitoring.Plants (Basel, Switzerland) · 2026Article
- Spatial stability of photosynthetic and optical traits in common bean leaves under moderate drought revealed by imaging-based phenotyping.BMC plant biology · 2026Article
- Macronutrient deficiency reduces growth and influences vegetation indices of greenhouse grown ornamental and vegetable plants as measured by the TraitFinder digital phenotyping system.Frontiers in plant science · 2026Article
- Evaluation of morpho-physiological responses to drought and salt stress in two ornamental alternatives to InvasiveFrontiers in plant science · 2026Article
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- Optimized substrate selection for enhanced orchid growth based on high-throughput lysimetric arrays.Journal of Zhejiang University. Science. B · 2025Article
- Transplanting drought-Protective Bacteria to enhance clove basil's (Ocimum gratissimum) drought tolerance.Scientific reports · 2025Article
- Homoeolog expression divergence contributes to time of day changes in transcriptomic and glucosinolate responses to prolonged water limitation in Brassica napus.The Plant journal : for cell and molecular biology · 2025Article
- StatFaRmer: cultivating insights with an advanced R shiny dashboard for digital phenotyping data analysis.Frontiers in plant science · 2025Article
- ExtractingFrontiers in plant science · 2025Article
- Phenotypic Diversity Analysis in the Sect.Plants (Basel, Switzerland) · 2024Article
- Research Progress of Spectral Imaging Techniques in Plant Phenotype Studies.Plants (Basel, Switzerland) · 2024Review
- Quantifying aluminum toxicity effects on corn phenotype using advanced imaging technologies.Plant direct · 2024Article
- What to Choose for Estimating Leaf Water Status-Spectral Reflectance or In vivo Chlorophyll Fluorescence?Plant phenomics (Washington, D.C.) · 2024Article
- Article
- Investigating the water availability hypothesis of pot binding: small pots and infrequent irrigation confound the effects of drought stress in potato (Frontiers in plant science · 2024Article
- Evaluation of basil (Ocimum basilicum) accessions under different drought conditions based on yield and physio-biochemical traits.BMC plant biology · 2023Article
- Garlic Ecotypes Utilise Different Morphological, Physiological and Biochemical Mechanisms to Cope with Drought Stress.Plants (Basel, Switzerland) · 2023Article
Corrections and comments
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Authors and funding
7 authors at 2 institutions in 1 country.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Basil is one of the most widespread aromatic and medicinal plants, which is often grown in drought- and salinity-prone regions. Often co-occurrence of drought and salinity stresses in agroecosystems and similarities of symptoms which they cause on plants complicates the differentiation among them. Development of automated phenotyping techniques with integrative and simultaneous quantification of multiple morphological and physiological traits enables early detection and quantification of different stresses on a whole plant basis. In this study, we have used different phenotyping techniques including chlorophyll fluorescence imaging, multispectral imaging, and 3D multispectral scanning, aiming to quantify changes in basil phenotypic traits under early and prolonged drought and salinity stress and to determine traits which could differentiate among drought and salinity stressed basil plants.
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