Evidence map›Paper›PMID 41784401›Full record

ReviewACS applied materials & interfaces2026

Air Pollution Monitoring with Nanoscaled Materials in Chemoresistive Gas Sensors.

Reinaldo S Theodoro, Gustavo S M Santos, Matteo D'Andria, Henrique S Gropelo, Sebastian Kravecz, Andreas T Güntner, Diogo P Volanti

Abstract readReview
In one paragraph

Review in ACS applied materials & interfaces, 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

7 authors.

Reinaldo S TheodoroLaboratory of Materials for Sustainability, São Paulo State University, Rua Cristóvão Colombo 2265, 15054-000 São José do Rio Preto, Brazil.ORCID 0000-0002-6069-7167
Gustavo S M SantosLaboratory of Materials for Sustainability, São Paulo State University, Rua Cristóvão Colombo 2265, 15054-000 São José do Rio Preto, Brazil.ORCID 0000-0002-4894-5914
Matteo D'AndriaHuman-Centered Sensing Laboratory, Department of Mechanical and Process Engineering, ETH Zurich, CH-8092 Zurich, Switzerland.ORCID 0000-0002-8775-1573
Henrique S GropeloLaboratory of Materials for Sustainability, São Paulo State University, Rua Cristóvão Colombo 2265, 15054-000 São José do Rio Preto, Brazil.ORCID 0009-0002-7523-1228
Sebastian KraveczHuman-Centered Sensing Laboratory, Department of Mechanical and Process Engineering, ETH Zurich, CH-8092 Zurich, Switzerland.
Andreas T GüntnerHuman-Centered Sensing Laboratory, Department of Mechanical and Process Engineering, ETH Zurich, CH-8092 Zurich, Switzerland.ORCID 0000-0002-4127-752X
Diogo P VolantiLaboratory of Materials for Sustainability, São Paulo State University, Rua Cristóvão Colombo 2265, 15054-000 São José do Rio Preto, Brazil.ORCID 0000-0001-9315-9392

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Air pollution is a pressing global concern due to its negative effects on human health and our ecosystem. For instance, pollutants, including particulate matter, volatile organic compounds, nitrogen- and sulfur-based gases, and ozone, are known to increase the incidence rates of respiratory, cardiovascular, and various cancer types, among others. Comprehensive monitoring of key gaseous pollutants is, therefore, critical to enforce adherence to regulatory limits or to control personal exposure. In this review, we analyze the progress on nanostructured and porous chemoresistive gas sensors over the last five years and critically compare their performance to air pollution guidelines. We start with a discussion of the major outdoor and indoor pollutants, describing their main sources and the associated health effects arising from short- and long-term exposures to concentrations exceeding national and regional limits. Thereafter, we describe the working mechanism of chemoresistive gas sensors along with their key performance parameters, followed by a literature survey of several nanoscaled porous materials for such applications. We highlight different engineering strategies focused on structural, morphological, and electronic control through heterostructures, surface functionalization, and metal-organic framework templates that tune air pollutant adsorption, catalytic conversion on their surfaces, and sensor signal generation. Finally, we briefly discuss the integration of these gas-sensing technologies into functional devices to translate material and surface innovation into environmental monitoring platforms for consumer electronics, wearables, and smart-home solutions.

Indexed as

deviceselectronic materialsmetal oxidesnanotechnologysemiconductorstoxic gases

Identifiers

PMID41784401
PMCPMC13006963

What OpenQuestion holds

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LicenceCC BY
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Registered trials

None linked

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.