Evidence map›Paper›PMID 41861250›Full record

ArticleAnalytical chemistry2026

Shedding Light on the Past: Temporal Classification of Zoological Specimens from Museum Collections with Portable NIR Sensors and Multivariate Error Modeling.

Jordi Riu, Barbara Giussani, Manuel Monti, Lorenzo Baruffaldi, Marc Campeny, Javier Quesada

Abstract read
In one paragraph

Article in Analytical chemistry, 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

6 authors.

Jordi RiuUniversitat Rovira i Virgili, Department of Analytical Chemistry and Organic Chemistry, Carrer Marcel·lí Domingo 1, Tarragona 43007, Spain.ORCID 0000-0001-5823-9223
Barbara GiussaniDipartimento di Scienza e Alta Tecnologia, Università degli Studi dell'Insubria, Via Valleggio 9, Como 22100, Italy.ORCID 0000-0001-7986-882X
Manuel MontiDipartimento di Scienza e Alta Tecnologia, Università degli Studi dell'Insubria, Via Valleggio 9, Como 22100, Italy.ORCID 0009-0009-5442-5307
Lorenzo BaruffaldiDipartimento di Scienza e Alta Tecnologia, Università degli Studi dell'Insubria, Via Valleggio 9, Como 22100, Italy.
Marc CampenyMuseu de Ciències Naturals de Barcelona, Castell dels Tres Dragons, Passeig Picasso s/n, Barcelona 08003, Spain.
Javier QuesadaMuseu de Ciències Naturals de Barcelona, Castell dels Tres Dragons, Passeig Picasso s/n, Barcelona 08003, Spain.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Museum scientific collections preserve invaluable biological archives that provide insights into historical biodiversity and environmental change. Determining the age of specimens often relies on destructive, labor-intensive, and costly methods, limiting their use on rare or valuable materials. In this study, we present a fully nondestructive and rapid approach for classifying the temporal origin of zoological skeletal specimens using portable near-infrared spectroscopy combined with an advanced chemometric framework, exemplified by red squirrel (

Indexed as

Bone and BonesMuseumsAnimalsDiscriminant AnalysisLeast-Squares AnalysisMultivariate AnalysisPrincipal Component AnalysisSciuridaeSpectroscopy, Near-Infrared

Identifiers

PMID41861250
PMCPMC13063218

What OpenQuestion holds

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LicenceCC BY
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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.