Evidence map›Paper›PMID 40852763›Full record

ArticleACS applied materials & interfaces2025

Biopolymer Optical Fibers for High-Sensitivity Quantitative Humidity Monitoring.

Jani Patrakka, Ville Hynninen, Petteri Huttunen, Nonappa

Abstract read
In one paragraph

Article in ACS applied materials & interfaces, 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. Biosynthetic optical waveguide interface integration using biomimetic -Computational and structural biotechnology journal · 2026
    Article
  2. 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

4 authors.

Jani PatrakkaFaculty of Engineering and Natural Sciences, Tampere University, Korkeakoulunkatu 6, Tampere FI-33720, Finland.
Ville HynninenFaculty of Engineering and Natural Sciences, Tampere University, Korkeakoulunkatu 6, Tampere FI-33720, Finland.
Petteri HuttunenFaculty of Built Environment, Tampere University, Korkeakoulunkatu 5, Tampere FI-33720, Finland.
NonappaFaculty of Engineering and Natural Sciences, Tampere University, Korkeakoulunkatu 6, Tampere FI-33720, Finland.ORCID 0000-0002-6804-4128

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Because of their tunable refractive index and surface functionalities, biopolymers have emerged as excellent candidates for the fabrication of sustainable optical fibers. To date, the focus has been on identifying suitable biopolymers for optical fiber fabrication and their associated waveguiding properties. Despite a few studies showing their potential for short-distance applications and humidity sensing, the quantitative sensing of environmental parameters using biopolymer optical fibers has not been reported. Herein, for the first time, we report the quantitative determination of relative humidity (RH) across the visible and near-infrared region of the electromagnetic spectra using fully biopolymer optical fibers. Specifically, we demonstrate that methylcellulose and methylcellulose-alginate composite optical fibers exhibit sensitivity of up to 0.33 dB/%RH. Notably, the sensitivity of our fibers is equal to or greater than most of the optical sensors reported in recent literature and exceeds the reported values for capacitance-based humidity sensors. The sensitivity, response time, and dynamic range can be readily tuned by changing the fiber composition and coagulation methods, with ethanol coagulated composite fibers displaying a 6-fold increase in sensitivity compared to ionically coagulated composite fibers. Our results suggest that the humidity sensing properties of fiber sensors are insensitive to temperature changes. Dynamic Vapor Sorption analysis reveals that the fiber composition regulates the sorption-desorption kinetics, thereby affecting the humidity sensing behavior. The fully biopolymer optical fibers open a new avenue for sustainable sensors that enable the quantitative sensing of environmental parameters for condition monitoring applications.

Indexed as

biopolymerscompositeshumidity sensorsoptical fibersquantitative sensing

Identifiers

PMID40852763
PMCPMC12412099

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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.