Evidence map›Paper›PMID 40255463›Full record

ArticleMethodsX2025

Lavender hydrosol analysis using UV spectroscopy data and partial least squares regression.

Sára Preiner, Bálint Levente Tarcsay, Dóra Pethő, Norbert Miskolczi

Abstract read
In one paragraph

Article in MethodsX, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

4 authors.

Sára PreinerResearch Centre for Biochemical, Environmental and Chemical Engineering, University of Pannonia, Egyetem st.10, Veszprém, 8200, Hungary.
Bálint Levente TarcsayResearch Centre for Biochemical, Environmental and Chemical Engineering, University of Pannonia, Egyetem st.10, Veszprém, 8200, Hungary.
Dóra PethőResearch Centre for Biochemical, Environmental and Chemical Engineering, University of Pannonia, Egyetem st.10, Veszprém, 8200, Hungary.
Norbert MiskolcziResearch Centre for Biochemical, Environmental and Chemical Engineering, University of Pannonia, Egyetem st.10, Veszprém, 8200, Hungary.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

The aim of our work was to estimate the composition of hydrosol produced as a byproduct of lavender steam distillation using UV-Vis spectrophotometry in the 200-600 nm wavelength range through a machine learning algorithm. The dissolved components of lavender essential oil (EO) from lavender hydrosol samples were extracted via liquid-liquid extraction, using three different solvents (pentane, heptane and diethyl ether). The UV-Vis absorbance spectra of the extracts were recorded and the composition analyzed using GC-MS. The composition data obtained allowed for the calculation of changes within the quantities of different EO components in the samples. The partial least squares regression technique (PLS) was utilized to establish a connection between changes in the composition of the hydrosol and the changes in the UV-Vis spectra. After optimization the established PLS model showed an

Indexed as

Hydrosol analysisLavenderLavender hydrosol analysis using UV–Vis spectroscopy and partial least squares regressionPartial least squares regressionUV–Vis

Identifiers

PMID40255463
PMCPMC12008665

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Registered trials

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.