Evidence map›Paper›PMID 39860945›Full record

ArticleSensors (Basel, Switzerland)2025

Development of a Sustainable Flexible Humidity Sensor Based on

Ezekiel Edward Nettey-Oppong, Riaz Muhammad, Emmanuel Ackah, Hojun Yang, Ahmed Ali, Hyun-Woo Jeong, Seong-Wan Kim, Young-Seek Seok, Seung Ho Choi

Abstract read
In one paragraph

Article in Sensors (Basel, Switzerland), 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
  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

9 authors.

Ezekiel Edward Nettey-OppongDepartment of Biomedical Engineering, Yonsei University, Wonju 26493, Republic of Korea.ORCID 0000-0003-1492-7731
Riaz MuhammadDepartment of Biomedical Engineering, Yonsei University, Wonju 26493, Republic of Korea.ORCID 0000-0001-8284-7114
Emmanuel AckahDepartment of Biomedical Engineering, Yonsei University, Wonju 26493, Republic of Korea.
Hojun YangDepartment of Biomedical Engineering, Yonsei University, Wonju 26493, Republic of Korea.
Ahmed AliDepartment of Biomedical Engineering, Yonsei University, Wonju 26493, Republic of Korea.ORCID 0000-0002-2645-7258
Hyun-Woo JeongDepartment of Biomedical Engineering, Eulji University, Seongnam 13135, Republic of Korea.ORCID 0000-0002-5320-1231
Seong-Wan KimDepartment of Agricultural Biology, National Institute of Agricultural Sciences, Rural Development Administration, Wanju 55365, Republic of Korea.
Young-Seek SeokGangwon-do Agricultural Product Registered Seed Station, Chuncheon 24410, Republic of Korea.
Seung Ho ChoiDepartment of Biomedical Engineering, Yonsei University, Wonju 26493, Republic of Korea.

Funding

National Research Foundation of Korea 2022R1C1C1011328Research Program for Agriculture Science & Technology Development RS-2024-00399478
6 · The paper itself

Abstract

This study presents the fabrication of a sustainable flexible humidity sensor utilizing chitosan derived from mealworm biomass as the primary sensing material. The chitosan-based humidity sensor was fabricated by casting chitosan and polyvinyl alcohol (PVA) films with interdigitated copper electrodes, forming a laminate composite suitable for real-time, resistive-type humidity detection. Comprehensive characterization of the chitosan film was performed using Fourier-transform infrared (FTIR) spectroscopy, contact angle measurements, and tensile testing, which confirmed its chemical structure, wettability, and mechanical stability. The developed sensor exhibited a broad range of measurements from 6% to 97% relative humidity (RH), a high sensitivity of 2.43 kΩ/%RH, and a rapid response time of 18.22 s with a corresponding recovery time of 22.39 s. Moreover, the chitosan-based humidity sensor also demonstrated high selectivity for water vapor when tested against various volatile organic compounds (VOCs). The superior performance of the sensor is attributed to the structural properties of chitosan, particularly its ability to form reversible hydrogen bonds with water molecules. This mechanism was further elucidated through molecular dynamics simulations, revealing that the conductivity in the sensor is modulated by proton mobility, which operates via the Grotthuss mechanism under high-humidity and the packed-acid mechanism under low-humidity conditions. Additionally, the chitosan-based humidity sensor was further seamlessly integrated into an Internet of Things (IoT) framework, enabling wireless humidity monitoring and real-time data visualization on a mobile device. Comparative analysis with existing polymer-based resistive-type sensors further highlighted the superior sensing range, rapid dynamic response, and environmental sustainability of the developed sensor. This eco-friendly, biomass-derived, eco-friendly sensor shows potential for applications in environmental monitoring, smart agriculture, and industrial process control.

Indexed as

Biosensing TechniquesChitosanHumidityTenebrioAnimalsBiomassElectrodesLarvaMolecular Dynamics SimulationPolyvinyl AlcoholSpectroscopy, Fourier Transform InfraredChitosanPolyvinyl Alcoholbiomasschitosanhumidity sensormolecular dynamics

Identifiers

PMID39860945
PMCPMC11769542

What OpenQuestion holds

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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.