ArticleFrontiers in plant science2022
Confirmatory detection and identification of biotic and abiotic stresses in wheat using Raman spectroscopy.
Article in Frontiers in plant science, 2022. 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.
- Rapid monitoring of drought and salinity stress responses in wheat via potential Raman-derived biomarkers and traditional biochemical indicators.Scientific reports · 2026Article
- Viral Challenges in Wheat: Comprehensive Diagnosis and Innovative Management Approaches.Current microbiology · 2025Review
- Harnessing Raman spectroscopy for the analysis of plant diversity.Scientific reports · 2024Article
- Elucidation of sex from mature Palmer amaranth (RSC advances · 2024Article
- Diagnosing arsenic-mediated biochemical responses in rice cultivars using Raman spectroscopy.Frontiers in plant science · 2024Article
- Contemporary applications of vibrational spectroscopy in plant stresses and phenotyping.Frontiers in plant science · 2024Review
- Raman-based diagnostics of drought, heat and light-induced stresses in three different varieties of hemp.Planta · 2023Article
- Non-invasive identification of combined salinity stress and stalk rot disease caused by Colletotrichum graminicola in maize using Raman spectroscopy.Scientific reports · 2023Article
- Using Raman spectroscopy for early detection of resistance-breaking strains of tomato spotted wilt orthotospovirus in tomatoes.Frontiers in plant science · 2023Article
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Authors and funding
5 authors.
Funding
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Abstract
Wheat is one of the oldest and most widely cultivated staple food crops worldwide. Wheat encounters an array of biotic and abiotic stresses during its growth that significantly impact the crop yield and consequently global food security. Molecular and imaging methods that can be used to detect such stresses are laborious and have numerous limitations. This catalyzes the search for alternative techniques that can be used to monitor plant health. Raman spectroscopy (RS) is a modern analytical technique that is capable of probing structure and composition of samples non-invasively and non-destructively. In this study, we investigate the accuracy of RS in confirmatory diagnostics of biotic and abiotic stresses in wheat. Specifically, we modelled nitrogen deficiency (ND) and drought, key abiotic stresses, and Russian wheat aphid (Diuraphis noxia) infestation and viral diseases: wheat streak mosaic virus (WSMV) and Triticum mosaic virus (TriMV), economically significant biotic stresses in common bread wheat. Raman spectra as well as high pressure liquid chromatography (HPLC)-based analyses revealed drastically distinct changes in the intensity of carotenoid vibration (1185 cm
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