Evidence map›Paper›PMID 42587941›Full record

ArticleFoods (Basel, Switzerland)2026

NIR Spectroscopy for Predicting Physicochemical and Functional Quality Attributes of Berry (Aronia, Haskap, and Goji) Fruits.

Juan Carlos Solomando, Patricia Calvo, María José Rodríguez, Noelia Nicolás, María Ramos, Lucía León, Alberto Ortiz

Abstract read
In one paragraph

Article in Foods (Basel, Switzerland), 2026. 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

7 authors.

Juan Carlos SolomandoCentro de Investigaciones Científicas y Tecnológicas de Extremadura (CICYTEX), Instituto Tecnológico Agroalimentario de Extremadura (INTAEX), Área de Postcosecha, Valorización Vegetal y Nuevas Tecnologías, Avenida Adolfo Suárez s/n, 06007 Badajoz, Spain.ORCID 0000-0002-9274-4693
Patricia CalvoCentro de Investigaciones Científicas y Tecnológicas de Extremadura (CICYTEX), Instituto Tecnológico Agroalimentario de Extremadura (INTAEX), Área de Postcosecha, Valorización Vegetal y Nuevas Tecnologías, Avenida Adolfo Suárez s/n, 06007 Badajoz, Spain.ORCID 0000-0001-7240-7115
María José RodríguezCentro de Investigaciones Científicas y Tecnológicas de Extremadura (CICYTEX), Instituto Tecnológico Agroalimentario de Extremadura (INTAEX), Área de Postcosecha, Valorización Vegetal y Nuevas Tecnologías, Avenida Adolfo Suárez s/n, 06007 Badajoz, Spain.ORCID 0000-0002-8403-1466
Noelia NicolásCentro de Investigaciones Científicas y Tecnológicas de Extremadura (CICYTEX), Centro de Agricultura Ecológica y de Montaña (CAEM), Área de Fruticultura Mediterránea, Avenida España 43, 10600 Plasencia, Spain.ORCID 0009-0001-4850-2742
María RamosCentro de Investigaciones Científicas y Tecnológicas de Extremadura (CICYTEX), Centro de Agricultura Ecológica y de Montaña (CAEM), Área de Fruticultura Mediterránea, Avenida España 43, 10600 Plasencia, Spain.
Lucía LeónCentro de Investigaciones Científicas y Tecnológicas de Extremadura (CICYTEX), Instituto de Investigaciones Agrarias "Finca La Orden", Área de Calidad de la Carne y Productos Cárnicos, A5 km 372, 06187 Badajoz, Spain.ORCID 0000-0003-1987-4501
Alberto OrtizCentro de Investigaciones Científicas y Tecnológicas de Extremadura (CICYTEX), Instituto de Investigaciones Agrarias "Finca La Orden", Área de Calidad de la Carne y Productos Cárnicos, A5 km 372, 06187 Badajoz, Spain.ORCID 0000-0003-2432-2373

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

This study evaluated the potential of a miniaturized portable near-infrared spectroscopy (NIRS) device for the non-destructive prediction of the physicochemical and functional quality attributes of red berries. A total of 145 samples from three berry species (aronia, haskap and goji), representing different harvest years and ripening stages, were analyzed. Spectra were acquired over the 908-1676 nm range using a MicroNIR™ 1700 OnSite-W spectrophotometer, and partial least squares regression models were developed to predict total soluble solids, moisture content, pH, total phenolic content and antioxidant capacity. The calibration models achieved coefficients of determination in cross-validation (R

Indexed as

aroniaemerging red berriesgojihaskapnon-destructive analysisportable spectrophotometer

Identifiers

PMID42587941
PMCPMC13464982

What OpenQuestion holds

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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.