Harmonization and Visualization of Data from a Transnational Multi-Sensor Personal Exposure Campaign - Archive ouverte HAL Accéder directement au contenu
Article Dans Une Revue International Journal of Environmental Research and Public Health Année : 2021

Harmonization and Visualization of Data from a Transnational Multi-Sensor Personal Exposure Campaign

Rok Novak
  • Fonction : Auteur
  • PersonId : 1138657
Ioannis Petridis
  • Fonction : Auteur
  • PersonId : 1115911
David Kocman
  • Fonction : Auteur
  • PersonId : 1138658
Johanna Amalia Robinson
  • Fonction : Auteur
  • PersonId : 1138659
Tjaša Kanduč
  • Fonction : Auteur
  • PersonId : 1138660
Dimitris Chapizanis
  • Fonction : Auteur
  • PersonId : 1138661
Spyros Karakitsios
  • Fonction : Auteur
  • PersonId : 1115912

Résumé

Use of a multi-sensor approach can provide citizens with holistic insights into the air quality of their immediate surroundings and their personal exposure to urban stressors. Our work, as part of the ICARUS H2020 project, which included over 600 participants from seven European cities, discusses the data fusion and harmonization of a diverse set of multi-sensor data streams to provide a comprehensive and understandable report for participants. Harmonizing the data streams identified issues with the sensor devices and protocols, such as non-uniform timestamps, data gaps, difficult data retrieval from commercial devices, and coarse activity data logging. Our process of data fusion and harmonization allowed us to automate visualizations and reports, and consequently provide each participant with a detailed individualized report. Results showed that a key solution was to streamline the code and speed up the process, which necessitated certain compromises in visualizing the data. A thought-out process of data fusion and harmonization of a diverse set of multi-sensor data streams considerably improved the quality and quantity of distilled data that a research participant received. Though automation considerably accelerated the production of the reports, manual and structured double checks are strongly recommended.
Fichier principal
Vignette du fichier
Novak_et_al_2021_IJERPH.pdf (915.02 Ko) Télécharger le fichier
Origine : Fichiers éditeurs autorisés sur une archive ouverte

Dates et versions

hal-03415993 , version 1 (05-11-2021)

Identifiants

Citer

Rok Novak, Ioannis Petridis, David Kocman, Johanna Amalia Robinson, Tjaša Kanduč, et al.. Harmonization and Visualization of Data from a Transnational Multi-Sensor Personal Exposure Campaign. International Journal of Environmental Research and Public Health, 2021, 18, ⟨10.3390/ijerph182111614⟩. ⟨hal-03415993⟩
25 Consultations
88 Téléchargements

Altmetric

Partager

Gmail Facebook X LinkedIn More