Evidence map›Paper›PMID 42515478›Full record

ArticleSensors (Basel, Switzerland)2026

A Multispectral Pulsed-Transmission Laser-Diode Sensor Concept for Real-Time In Situ Assessment of Microplastics in Water.

Georgi V Vladimirov, Ekaterina Iordanova, Georgi Yankov, Victoria Atanassova, Dimitar Filipov

Abstract read
In one paragraph

Article in Sensors (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

5 authors.

Georgi V VladimirovGeorgi Nadjakov Institute of Solid-State Physics, Bulgarian Academy of Sciences, 1784 Sofia, Bulgaria.ORCID 0009-0003-2392-170X
Ekaterina IordanovaGeorgi Nadjakov Institute of Solid-State Physics, Bulgarian Academy of Sciences, 1784 Sofia, Bulgaria.
Georgi YankovGeorgi Nadjakov Institute of Solid-State Physics, Bulgarian Academy of Sciences, 1784 Sofia, Bulgaria.
Victoria AtanassovaGeorgi Nadjakov Institute of Solid-State Physics, Bulgarian Academy of Sciences, 1784 Sofia, Bulgaria.
Dimitar FilipovAquaLID Ltd., 1784 Sofia, Bulgaria.

Funding

European Union Contract No. PVU-16 dated 04.06.2024 IFTT/BG-RRP-2.012-0003-C01
6 · The paper itself

Abstract

Microplastic monitoring needs methods that operate directly in water with minimal sample handling. Conventional techniques such as infrared and Raman spectroscopy and pyrolysis-GC/MS provide polymer-specific information but require sample preparation and delayed laboratory analysis. We propose an optical sensor concept for real-time, in situ microplastic assessment, based on multispectral pulsed transmission in the visible range using synchronized laser-diode lines and the directly transmitted signal through an active sensor volume. After calibration on particle-free water, each particle event reduces to a water-normalized transmission whose deficit is set by geometrical beam-particle overlap and the wavelength-dependent extinction efficiency. The weak polymer absorption is represented by the Urbach-tail formalism, the refractive-index-related redirection of light by a Fresnel-based, surface- and orientation-averaged probability of direct transmission, and particle size and shape are decoupled through an effective optical length. The coupled nonlinear system is solved for the bounds of the polymer absorption coefficient per candidate geometry. Because each polymer occupies a bounded region in multi-wavelength absorption space fixed by its band gap and structural state, the method can, in principle, separate structural modifications of identical composition, such as low- and high-density polyethylene. This is a sensor concept with a model-based proof of concept, not full environmental validation. Experimental verification on real reference particles is reported separately; the present article establishes the measurement model and inversion scheme that this verification builds on.

Indexed as

active sensor volumedirect-transmission probabilityextinction efficiencyin situ optical sensinglaser-diode sensingmicroplasticsmultispectral transmissionportable optical devicereal-time water monitoringUrbach tail

Identifiers

PMID42515478
PMCPMC13431368

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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.