Evidence map›Paper›PMID 41022911›Full record

ArticleScientific data2025

Indoor and ambient air pollution dataset using a multi-instrument approach and total event monitoring.

Mario Lovrić, Valentino Petrić, Dejan Strbad, Teo Terzić, Sanja Frka, Ana Cvitešić Kušan, Jose Fermoso, Sebastian Düsing, Honey Dawn Alas, Mila Dobrić Ladavac and 23 more

Abstract readDataset
In one paragraph

Article in Scientific data, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing 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

1 citing paper in PubMed.

  1. 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

33 authors.

Mario Lovrić *Lisbon Council, 1040, Brussels, Belgium. mario.lovric@lisboncouncil.net.ORCID 0000-0002-3541-9624
Valentino Petrić *Ascalia d.o.o., 40000, Čakovec, Croatia.
Dejan StrbadAscalia d.o.o., 40000, Čakovec, Croatia.
Teo TerzićAscalia d.o.o., 40000, Čakovec, Croatia.
Sanja FrkaRuđer Bošković Institute, 10000, Zagreb, Croatia.
Ana Cvitešić KušanRuđer Bošković Institute, 10000, Zagreb, Croatia.
Jose FermosoCARTIF Technology Center, 47151, Boecillo, Valldolid, Spain.
Sebastian DüsingLeibniz Institute for Tropospheric Research, 04318, Leipzig, Germany.
Honey Dawn AlasLeibniz Institute for Tropospheric Research, 04318, Leipzig, Germany.
Mila Dobrić LadavacKobis d.o.o, 10000, Zagreb, Croatia.
Ivan BilićKobis d.o.o, 10000, Zagreb, Croatia.
Marko BatracKobis d.o.o, 10000, Zagreb, Croatia.
Simonas KecoriusInstitute of Epidemiology, Helmholtz Zentrum München, 85764, Neuherberg, Germany.
Gordana PehnecInstitute for Medical Research and Occupational Health, 10000, Zagreb, Croatia.
Tajana HorvatInstitute for Medical Research and Occupational Health, 10000, Zagreb, Croatia.
Ivana JakovljevićInstitute for Medical Research and Occupational Health, 10000, Zagreb, Croatia.
Nikolina RačićInstitute for Medical Research and Occupational Health, 10000, Zagreb, Croatia.
Ivan BešlićInstitute for Medical Research and Occupational Health, 10000, Zagreb, Croatia.
Darijo BrzojaCroatian Meteorological and Hydrological Service, 10000, Zagreb, Croatia.
Vesna GugecCroatian Meteorological and Hydrological Service, 10000, Zagreb, Croatia.
Maria FigolsinBiot Monitoring SL, 31192, Mutilva, Navarra, Spain.
Xabier AláezinBiot Monitoring SL, 31192, Mutilva, Navarra, Spain.
Hana MatanovićSMART SENSE d.o.o., 10000, Zagreb, Croatia.
Anđelko ŽigmanSMART SENSE d.o.o., 10000, Zagreb, Croatia.
Michael ForsmannCOPSAC, Copenhagen Prospective Studies on Asthma in Childhood, Herlev and Gentofte Hospital, University of Copenhagen, 2820, Gentofte, Denmark.
Anneli ToomisThinnect, 11624, Tallinn, Estonia.
Jürgo-Sören PredenThinnect, 11624, Tallinn, Estonia.
Alessandro BattagliaLabservice Analytica srl, 40011, Anzola Dell'Emilia, Italy.
Ivano BattagliaLabservice Analytica srl, 40011, Anzola Dell'Emilia, Italy.
Gianna KaranasiouWINGS ICT Solutions, 17121, Athens, Greece.
Frederik WeisPalas GmbH, 76187, Karlsruhe, Germany.
Jon SwittersLisbon Council, 1040, Brussels, Belgium.
Francesco MuredduLisbon Council, 1040, Brussels, Belgium.

Funding

European Commission (EC) 101057497European Commission (EC) 101057693
6 · The paper itself

Abstract

Indoor air quality (IAQ) significantly influences human health, as individuals spend up to 90% of their time indoors, where air pollutants can accumulate and interact dynamically. Despite advancements in monitoring technology, challenges remain in capturing the temporal and spatial variability of pollutants and understanding the interaction between indoor and outdoor environments. This study addresses these gaps by introducing a comprehensive dataset from a controlled experimental room in Croatia, leveraging a multi-instrumental approach to monitor IAQ across various real-life scenarios. The dataset integrates measurements from low-cost sensors, reference-grade devices, and auxiliary systems to track pollutants such as particulate matter (PM), black carbon (BC), volatile organic compounds (VOC), and indoor events deemed relevant for the assessment of pollutant levels. Key experiments simulated household activities, including cooking, cleaning, human presence, and ventilation, capturing their impacts on IAQ with high temporal resolution. The resulting dataset comprises over 19 subsets. This work contributes to the Horizon EDIAQI project, supporting the development of evidence-driven strategies to improve IAQ.

Indexed as

Air PollutantsAir Pollution, IndoorEnvironmental MonitoringAir PollutionCroatiaHumansParticulate MatterVolatile Organic CompoundsAir PollutantsParticulate MatterVolatile Organic Compounds

Identifiers

PMID41022911
PMCPMC12480661

What OpenQuestion holds

Textmetadata
LicenceCC BY
Read underepoch 390

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.