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May 18, 2026Bulletin of University of Agricultural Sciences and Veterinary Medicine Cluj-Napoca HorticultureOpen Access

Using Exploratory Pattern-Recognition Tools on the Yield and Yield Parameters of Hydroponically Grown Rose Geranium (Pelargonium graveolens L’Hér.): Exploration Study

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Authors

ZKZenzile Peter KhetshaLBLubabalo Bila

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Overview

Exploration study investigates essential oil yield in hydroponically grown rose geranium, suggesting predictive modeling potential.

Key Points

  • This exploration study aims to predict changes in essential oil biosynthesis in rose geranium using data mining techniques.
  • Rose geranium grown hydroponically in a 72 m² greenhouse tunnel during separate seasons.
  • Data mining algorithms, MANOVA, and Pearson's correlation coefficient were utilized for analysis.
  • The study emphasizes the application of MARS and CART algorithms for predictive modeling.
  • Higher essential oil yield and quality were associated with shorter, bushier plants and smaller leaf area.
  • Foliar fresh mass exceeded 1,129 g, yielding approximately 2.7 g of essential oil.
  • PCA indicated a potential relationship between the C:G ratio, oil yield, and foliar fresh mass.

Cite This Study

Khetsha et al. (2026) studied this question.

synapsesocial.com/papers/6a0aabc25ba8ef6d83b6f78bhttps://doi.org/10.15835/buasvmcn-hort:2026.0008
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Also Consider

Synapse has enriched 5 closely related papers on similar clinical questions. Consider them for comparative context:

  1. 1Cultivation of rose-scented geranium (Pelargonium graveolens L.) as a multi-harvest perennial crop under the sub-tropical condition of northern Indian plains2024
  2. 2Plant growth regulators affecting the agro-physiological and phytochemical traits of Damask rose (Rosa damascena Mill.)2026
  3. 3Pelargonium graveolens: Towards In-Depth Metabolite Profiling, Antioxidant and Enzyme-Inhibitory Potential2024 · 13 citations
  4. 4Effect of some plant growth biostimulants on growth and Volatile oils productivity of Pelargonium graveolens plants2024 · 1 citations
  5. 5Pelargonium graveolens (L'Hér) essential oil, antioxidants, anticyanobacterial and antialgal compounds: A solar-based extraction technique and yield prediction using linear regression2026