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A framework for advancing independent air quality sensor measurements via transparent data generating process classification

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dc.contributor.authorDiez, Sebastian
dc.contributor.authorBannan, Thomas
dc.contributor.authorChacón, Miriam
dc.contributor.authorEdwards, Pete
dc.contributor.authorFerracci, Valerio
dc.contributor.authorKılıç, Doğuşhan
dc.contributor.authorLewis, Alastair
dc.contributor.authorMalings, Carl
dc.contributor.authorMartin, Nicholas
dc.contributor.authorPopoola, Olalekan
dc.contributor.authorRosales, Colleen
dc.contributor.authorSchmitz, Sean
dc.contributor.authorSchneider, Philipp
dc.contributor.authorVon Schneidemesser, Erika
dc.date.accessioned2026-10-05T19:11:36Z
dc.date.available2026-10-05T19:11:36Z
dc.date.issued2026
dc.description.abstractWe propose operational definitions and a classification framework for air quality sensor-derived data, thereby aiding users in interpreting and selecting suitable data products for their applications. We focus on differentiating independent sensor measurements (ISM) from other data products, emphasizing transparency and traceability. Recommendations are provided for manufacturers, academia,andstandardizationbodiestoadoptthesedefinitions,fosteringdataproductdifferentiation and incentivizing the development of more robust, reliable sensor hardware
dc.description.versionVersión Publicada
dc.identifier.citationDiez, S., Bannan, T.J., Chacón-Mateos, M. et al. A framework for advancing independent air quality sensor measurements via transparent data generating process classification. npj Clim Atmos Sci 8, 285 (2025). https://doi.org/10.1038/s41612-025-01161-2
dc.identifier.doihttps://doi.org/10.1038/s41612-025-01161-2
dc.identifier.urihttps://hdl.handle.net/11447/11222
dc.language.isoen
dc.subjectQuality sensor measurements
dc.titleA framework for advancing independent air quality sensor measurements via transparent data generating process classification
dc.typeArticle
dcterms.accessRightsAcceso Abierto
dcterms.sourcenpj climate and atmospheric science
dspace.entity.typePublication
relation.isAuthorOfPublication2cef645a-40db-4f74-9e5a-7cdcf7f2b9d0
relation.isAuthorOfPublication.latestForDiscovery2cef645a-40db-4f74-9e5a-7cdcf7f2b9d0

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