Evidence map›Paper›PMID 40528035›Full record

ArticleAnalytical and bioanalytical chemistry2025

Database of diffuse reflectance infrared Fourier transform spectroscopy (DRIFTS) and hyperspectral imaging (HSI) spectra of pigments and dyes for historical document analysis.

Anna Sofia Reichert, Ana Belén López-Baldomero, Francisco Moronta-Montero, Ana López-Montes, Eva María Valero, Carolina Cardell

Abstract read
In one paragraph

Article in Analytical and bioanalytical chemistry, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing 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

1 citing paper in PubMed.

  1. Article
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.

Anna Sofia ReichertDepartment of Painting, Faculty of Fine Arts, University of Granada, Av. Andalucía s/n, 18071, Granada, Spain. areichert@correo.ugr.es.ORCID http://orcid.org/0009-0004-9773-4138
Ana Belén López-BaldomeroDepartment of Optics, Faculty of Sciences, University of Granada, Campus Fuentenueva, s/n, 18071, Granada, Spain.ORCID http://orcid.org/0000-0001-9775-915X
Francisco Moronta-MonteroDepartment of Optics, Faculty of Sciences, University of Granada, Campus Fuentenueva, s/n, 18071, Granada, Spain.ORCID http://orcid.org/0009-0009-1284-8731
Ana López-MontesDepartment of Painting, Faculty of Fine Arts, University of Granada, Av. Andalucía s/n, 18071, Granada, Spain.ORCID http://orcid.org/0000-0002-2538-7972
Eva María ValeroDepartment of Optics, Faculty of Sciences, University of Granada, Campus Fuentenueva, s/n, 18071, Granada, Spain.ORCID http://orcid.org/0000-0002-4671-5533
Carolina CardellDepartment of Mineralogy and Petrology, Faculty of Sciences, University of Granada, Campus Fuentenueva, s/n, 18071, Granada, Spain.ORCID http://orcid.org/0000-0001-6771-0195

Funding

Agencia Estatal de Investigación MICIU/AEI /10.13039/501100011033Consejería de Economía, Innovación, Ciencia y Empleo, Junta de Andalucía Research Group RNM-179European Social Fund Plus PRE2022-101352Ministerio de Ciencia, Innovación y Universidades PID2021-124446NB-I00Ministerio de Ciencia, Innovación y Universidades PID2022-142431NB-100Ministerio de Economía y Competitividad P12-FQM-1889Ministerio de Educación y Formación Profesional Beca de Colaboración (2023/2024)Ministerio de Universidades FPU2020-05532
6 · The paper itself

Abstract

Characterizing pigments and dyes in historical manuscripts is challenging due to the fragility of materials, the complex composition of low-concentration elements, and sampling limitations. Consequently, complementary non-invasive analytical techniques and non-contact measurement methods are often required. This study presents the most comprehensive spectral database to date, combining diffuse reflectance infrared Fourier transform spectroscopy (DRIFTS) and hyperspectral imaging (HSI) to aid in identifying pigments, dyes, and binders historically used in illuminated and decorated manuscripts. A total of 156 painting mock-ups were created using traditional techniques, incorporating variations in binders, pigment particle sizes, support types, surface roughness, and application methods. Spectral imaging was performed in the visible and near infrared (VNIR) and short-wave infrared (SWIR) regions, while DRIFTS analysis covered the middle wave infrared (MWIR) region. For DRIFTS, both contact and non-contact measurements were tested. Using the samples in the database, the influence of binder, support, and grain size on the sample spectra and color were analyzed and discussed. This database facilitates pigment and dye identification using DRIFTS or HSI data independently or in combination through data fusion, applying techniques ranging from direct spectral comparison to advanced methods such as machine learning and spectral unmixing. By making this database publicly available, the study underscores the value of DRIFTS and HSI in identifying painting materials and contributes to the preservation of historical manuscripts.

Indexed as

Diffuse reflectance Fourier transform infrared spectroscopy (DRIFTS)Hyperspectral Imaging (HSI)Illuminated and decorated manuscriptsNon-contact analysesPainting mock-upsSpectral library

Identifiers

PMID40528035
PMCPMC12283775

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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.