Evidence map›Paper›PMID 42674659›Full record

ArticleEnvironmental science & technology2026

Carbonyl Index Variability and Trends in Marine Meso-Microplastics: Implications of Instrumental Effects and Spectral Preprocessing.

Argyro Adamopoulou, Ana Isabel Catarino, Elli Pitta, Mariana N Miranda, Win Cowger, Giuseppe Suaria, Andrea Paluselli, Georgios Bountas, Christina Zeri

Abstract read
In one paragraph

Article in Environmental science & technology, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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0citing papers in PubMed
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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

9 authors.

Argyro AdamopoulouInstitute of Oceanography, Hellenic Centre for Marine Research (HCMR), 46.7 km Athinon-Souniou ave., Anavyssos19013, Greece.ORCID 0009-0002-4372-7309
Ana Isabel CatarinoFlanders Marine Institute (VLIZ), Jacobsenstraat 1, Ostend8400, Belgium.ORCID 0000-0002-8796-0869
Elli PittaInstitute of Oceanography, Hellenic Centre for Marine Research (HCMR), 46.7 km Athinon-Souniou ave., Anavyssos19013, Greece.
Mariana N MirandaFlanders Marine Institute (VLIZ), Jacobsenstraat 1, Ostend8400, Belgium.ORCID 0000-0002-3766-7680
Win CowgerMoore Institute for Plastic Pollution Research, 120 N Marina Dr, Long Beach, California90803, United States.ORCID 0000-0001-9226-3104
Giuseppe SuariaCNR-ISMAR, Istituto di Scienze Marine-Consiglio Nazionale delle Ricerche, Forte Santa Teresa, Pozzuolo di Lerici, La Spezia19032, Italy.ORCID 0000-0002-4290-349X
Andrea PaluselliCNR-ISMAR, Istituto di Scienze Marine-Consiglio Nazionale delle Ricerche, Forte Santa Teresa, Pozzuolo di Lerici, La Spezia19032, Italy.
Georgios BountasInstitute of Oceanography, Hellenic Centre for Marine Research (HCMR), 46.7 km Athinon-Souniou ave., Anavyssos19013, Greece.ORCID 0009-0005-0410-0353
Christina ZeriInstitute of Oceanography, Hellenic Centre for Marine Research (HCMR), 46.7 km Athinon-Souniou ave., Anavyssos19013, Greece.

Funding

European Union, Horizon Europe NAFlanders Marine Institute (VLIZ), Belgium NAMcPike Zima Charitable Foundation NAThe EuroMarine Association NA
6 · The paper itself

Abstract

This study addresses the critical need to understand variability in the carbonyl index (CI) of marine plastics to effectively assess their environmental fate. Standardization is essential to ensure data interoperability and comparability across different research laboratories. We evaluated the effect of spectral preprocessing on the comparability of four carbonyl indices derived from analyses of marine meso- and microplastics across three ATR-FTIR instruments. The fillpeaks baseline spectral preprocessing correction yielded the highest consistency and interlaboratory correlation, thus supporting its adoption as a standard for environmental CI determination. Moreover, when used with the CI-SAUB index, defined as the ratio of the carbonyl peak area to the methylene peak area, instrumental differences are effectively smoothed out. We also demonstrated that index-specific CI values derived from spectra processed differently are not directly comparable, further underscoring the need for harmonized protocols. Our analysis supports the use of the CI as a reliable proxy for surface oxidation resulting from weathering mechanisms. To enhance reproducibility in future research, we provide a cross-validated, open-access spectral library of weathered plastics, along with a reference database for estimating the CI of weathered particles. Our results emphasize the importance of standardized approaches for improving the reliability and reproducibility of plastic pollution research and monitoring.

Indexed as

MicroplasticsEnvironmental MonitoringPlasticsSpectroscopy, Fourier Transform InfraredWater Pollutants, ChemicalMicroplasticsPlasticsWater Pollutants, Chemicaldata harmonizationenvironmentally weathered plasticsFT-IR spectral librariesinterlaboratory comparisonopen access datapolyethylenepolypropylene

Identifiers

PMID42674659
PMCPMC13523685

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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.