Evidence map›Paper›PMID 41646914›Full record

ArticleEnvironmental engineering science2025

Enhanced Identification of Weathered Plastics Through the Improvement of Infrared Spectral Libraries.

Andrea Arredondo-Navarro, Xuewen Wang, Kendra Hess, Dulce Gallardo-Owens, Eliane El Hayek, José M Cerrato, Jorge Gonzalez-Estrella

Abstract read
In one paragraph

Article in Environmental engineering science, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing 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

2 citing papers in PubMed.

  1. Review
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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.

Andrea Arredondo-NavarroSchool of Civil and Environmental Engineering, EN0059, OK State University, Stillwater, Oklahoma, USA.
Xuewen WangSchool of Civil and Environmental Engineering, EN0059, OK State University, Stillwater, Oklahoma, USA.
Kendra HessSchool of Civil and Environmental Engineering, EN0059, OK State University, Stillwater, Oklahoma, USA.
Dulce Gallardo-OwensSchool of Civil and Environmental Engineering, EN0059, OK State University, Stillwater, Oklahoma, USA.
Eliane El HayekDepartment of Pharmaceutical Sciences, MSC09 5360, College of Pharmacy, University of New Mexico, Albuquerque, New Mexico, USA.
José M CerratoGerald May Department of Civil, Construction & Environmental Engineering, MSC01 1070, University of New Mexico, Albuquerque, New Mexico, USA.
Jorge Gonzalez-EstrellaSchool of Civil and Environmental Engineering, EN0059, OK State University, Stillwater, Oklahoma, USA.

Funding

Role of open dumping and open burning of solid waste in the generation of microplastics and products of incomplete combustion on tribal landsP50MD015706 · NIMHD · UNIVERSITY OF NEW MEXICO HEALTH SCIS CTR · PI LUO, LI · 2020 to 2024
$6.8M
NIMHD NIH HHS P50 MD015706
6 · The paper itself

Abstract

Accurately identifying microplastics (MPs) poses a challenge because environmental and human activities, like thermal oxidation (common in wildfires, urban fires, and waste burning) and mechanical abrasion (common in riverine and marine environments), chemically modify the plastic structure. Conventional Fourier transform infrared (FTIR) libraries lack the accuracy to identify these plastics because degradation alters their spectra-thermal oxidation adds new peaks, and abrasion causes characteristic peaks to fade. This creates a knowledge gap, leading to MP misidentification and flawed risk assessments for plastic pollution. To address this, we developed a new, environmentally relevant spectral library that significantly improved identification, increasing match rates by 7.3% for thermally oxidized plastics and by 23.8% for mechanically abraded plastics. We did this by subjecting seven commercial polymers (polypropylene [PP], polystyrene, rayon, low-density polyethylene [LDPE], linear low-density polyethylene, high-density polyethylene, and polyethylene terephthalate) to controlled thermal oxidation (100-200°C for 1-24 h) and by exposing PP and LDPE preproduction pellets to 40 days of mechanical abrasion (33 rpm; 3.41 rad s - 1). We then collected attenuated total reflectance (ATR)-FTIR spectra from these altered plastics and incorporated them into two newly developed spectral libraries. We tested these new libraries on 62 environmental MP samples (thermally oxidized) and 15 lab-generated particles (abraded), confirming a significant improvement in identification accuracy. Our findings underscore the importance of incorporating spectra obtained from plastics exposed to environmentally weathering processes into FTIR libraries, which represent a scientific advancement and a practical tool for more accurate MP identification and monitoring in environmental research.

Indexed as

abrasionATR-FTIRmicroplasticsspectral librarythermal oxidation

Identifiers

PMID41646914
PMCPMC12872227

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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.