Citizen Sensing of Environmental Nuisance: Field Study of Data Quality Against Regulatory Instruments

Authors

  • Ivo-Marten Loodus Centre for Open Research Practice, Matsalu Institute for Future Science, Lihula, Estonia Author
  • Christen-J Elmelund Centre for Open Research Practice, Rold Institute for Future Science, Skorping, Denmark Author
  • Hermina Focsaneanu Department of Standards, Macin Centre for Anticipatory Research, Macin, Romania Author

DOI:

https://doi.org/10.5281/zenodo.22677571

Keywords:

Citizen Sensing of Environmental Nuisance; Future science and technology; Evidence synthesis; Reproducibility; Research methodology

Abstract

There is real interest in citizen sensing of environmental nuisance right now, and real uncertainty about exactly where it delivers
the most value. We pull together the current evidence for citizen sensing of environmental nuisance, covering the methodological,
practical, regulatory and cost angles, with an eye on where practice has genuinely settled and where researchers and reviewers
are still largely working it out for themselves. Selective, context-specific pursuit looks better supported by the evidence gathered
here than either broad rollout or blanket avoidance.

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Castellani R, Ristic C, et al. "Citizen Sensing of Environmental Nuisance: a comparative analysis". Nuclear Fusion 32(2014): 432-443. DOI: 10.1093/medlaw/fwad013

Dumitrescu A, Andric D, et al. "Citizen Sensing of Environmental Nuisance: a pilot demonstration". Nature Energy 34(2017): 443-455. DOI: 10.2196/89834

Eriksdottir B, Brankovic E, et al. "Citizen Sensing of Environmental Nuisance: a longitudinal field study". Journal of Geophysical Research 36(2020): 454-467. DOI: 10.1007/s10916-024-02104-9

Farkas I, Ionescu F, et al. "Citizen Sensing of Environmental Nuisance: a feasibility study". Ocean Science 38(2023): 465-479. DOI: 10.3389/fdgth.2026.1896184

Grabowski P, Petrescu G, et al. "Citizen Sensing of Environmental Nuisance: a case study". Nature Climate Change 40(2014): 476-482. DOI: 10.3390/diagnostics15162117

Hendriksen W, Wojcik H, et al. "Citizen Sensing of Environmental Nuisance: a meta-analysis". Nature Communications 42(2017): 487-494. DOI: 10.4103/jrpp.jrpp_20_65

Ionescu F, Foscarini I, et al. "Citizen Sensing of Environmental Nuisance: a cross-platform survey". Science Policy 44(2020): 498-506. DOI: 10.3389/fdgth.2026.1763884

Jankowiak G, Grabowski J, et al. "Citizen Sensing of Environmental Nuisance: a methods-comparison study". Research Policy 46(2023): 509-518. DOI: 10.2196/48297

Kowalczyk N, Novotna K, et al. "Citizen Sensing of Environmental Nuisance: a benchmark study". Space Policy 8(2014): 520-530. DOI: 10.1007/s00330-025-12031-z

Lindqvist U, Urbanek L, et al. "Citizen Sensing of Environmental Nuisance: a systematic review". Acta Astronautica 10(2017): 531-542. DOI: 10.3389/fdgth.2026.1699005

Marchetti D, Doncheva M, et al. "Citizen Sensing of Environmental Nuisance: a comparative analysis". PNAS 12(2020): 542-554. DOI: 10.3389/fdgth.2026.1834800

Novotna E, Eriksdottir N, et al. "Citizen Sensing of Environmental Nuisance: a pilot demonstration". eLife 14(2023): 553-566. DOI: 10.2196/69678

Ostrowski L, Lindqvist O, et al. "Citizen Sensing of Environmental Nuisance: a longitudinal field study". Nature Biotechnology 16(2014): 564-578. DOI: 10.7759/cureus.46454

Petrescu S, Szabo P, et al. "Citizen Sensing of Environmental Nuisance: a feasibility study". Nature Neuroscience 18(2017): 575-581. DOI: 10.1016/j.ssci.2025.107028

Quintero B, Balogh Q, et al. "Citizen Sensing of Environmental Nuisance: a case study". Journal of Medical Ethics 20(2020): 586-593. DOI: 10.2196/48633

Ristic C, Castellani R, et al. "Citizen Sensing of Environmental Nuisance: a meta-analysis". Reviews of Modern Physics 22(2023): 597-605. DOI: 10.1371/journal.pone.0305949

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Published

2026-08-30