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Mega-enviromental_Flores.pdf

  1. 1. Mega-Scale Environmental Monitoring for Future Smart Cities Huber Flores ASSOCIATE PROFESSOR 1 November 18, 2022, Tartu, Estonia https://dps.cs.ut.ee
  2. 2. Drone technology 2 [source] https://www.mercurynews.com/2018/04/16/sidewalk-robots-smacked-down-in-s-f- coming-to-san-jose-company/ [source] https://hitek.fr/actualite/pizza-dominos-livrer-drone-_10474
  3. 3. Are we living in a smart city? 3
  4. 4. Are we living in a smart city? 4 [source] https://delta.ut.ee/en/ Communications Internet of Things Data [source] Pihelo, P., Kuusk, K., & Kalamees, T. (2020). Development and performance assessment of prefabricated insulation elements for deep energy renovation of apartment buildings. Energies, 13(7), 2020. [source] https://www.tartu.ee/et/node/11046
  5. 5. City view 5 Natural and recreational areas Urban areas
  6. 6. City view 6 [source] https://et.wikipedia.org/wiki/Vaksali_park [source] https://et.wikipedia.org/wiki/Emaj%C3%B5gi [source] https://www.visitestonia.com/en/emajoe- city-beach
  7. 7. Environmental pollution is a silent killer 7 [source] https://www.nih.gov/news-events/nih-research- matters/combatting-epigenetic-effects-outdoor-air-pollution [source] https://www.runnersworld.com/news/a29503442/ running-has-a-cup-problem/ [source] https://www.plasticsoupfoundation.org/en/plastic- problem/plastic-affect-animals/animals-eat-plastic/ [source] https://petsitters.org/page/WhyDoesmyCatEatPlasticRe asonsPrevention [source] https://www.k9magazinefree.com/my-dog-ate-plastic-bag/ [source] https://www.bbc.com/news/science-environment-63012180
  8. 8. Environmental monitoring 8 [source] Motlagh, N. H., Zaidan, M. A., Fung, P. L., Lagerspetz, E., Aula, K., Varjonen, S., ... & Tarkoma, S. (2021). Transit pollution exposure monitoring using low-cost wearable sensors. Transportation Research Part D: Transport and Environment, 98, 102981. [source] Hutengs, C., Ludwig, B., Jung, A., Eisele, A., & Vohland, M. (2018). Comparison of portable and bench-top spectrometers for mid-infrared diffuse reflectance measurements of soils. Sensors, 18(4), 993. [source] https://acwi.gov/methods/watersensors/field_deploy/examples.ht ml
  9. 9. City view 9 [source] https://et.wikipedia.org/wiki/Vaksali_park [source] https://et.wikipedia.org/wiki/Emaj%C3%B5gi [source] https://www.visitestonia.com/en/emajoe- city-beach Indicators?
  10. 10. City view 10 [source] https://et.wikipedia.org/wiki/Vaksali_park [source] https://et.wikipedia.org/wiki/Emaj%C3%B5gi [source] https://www.visitestonia.com/en/emajoe- city-beach Indicators?
  11. 11. City view 11
  12. 12. Cities are getting bigger (Mega sizes)  Increased population  Urban infrastructure  Hong Kong  Melbourne  Frankfurt  London  Helsinki 12 Mega problem
  13. 13. 13 [source] https://news.err.ee/1608676510/environmental-board-jogeva-county-silage- farm-river-pollution-receding [source] https://news.err. ee/1146314/lung -cancer-mostly- affects-men- from-industrial- regions-of-ida- viru-county [source] https://news.err.ee/1608721318/historic- ship-leaking-fuel-into-parnu-river
  14. 14. Autonomous drones Research challenges • Sensor data collection • Data quality and decision making with AI • Trustworthy operations • Recurring issues (Energy, Navigation, Localization) 14
  15. 15. Autonomous drones 15 [IEEE CEMAG] Mothlagh, N., Irjala, M., Zuniga, A., Lagerspetz, E., Rantala, V., Flores, H., Tarkoma, S. and Nurmi, P: Towards Blue Skies: City-scale pollution monitoring using UAVs, IEEE Consumer Electronics Magazine, 2022. [IEEE-PC] Z. Yin, M. Olapade, M. Liyanage, F. Dar, A. Zuniga, N. H. Motlagh, X. Su, S. Tarkoma, P. Hui, P. Nurmi, H. Flores: Toward City-Scale Litter Monitoring using Autonomous Ground Vehicles, IEEE Pervasive Computing Magazine [IEEE-IoT] Flores, H., Motlagh, N. H., Zuniga, A., Liyanage, M., Passananti, M., Tarkoma, S., ... & Nurmi, P. (2021). Toward large-scale autonomous marine pollution monitoring. IEEE Internet of Things Magazine, 4(1), 40-45
  16. 16. Autonomous drones 16 [IEEE CEMAG] Mothlagh, N., Irjala, M., Zuniga, A., Lagerspetz, E., Rantala, V., Flores, H., Tarkoma, S. and Nurmi, P: Towards Blue Skies: City-scale pollution monitoring using UAVs, IEEE Consumer Electronics Magazine, 2022.
  17. 17. City view 17
  18. 18. City view 18
  19. 19. 19 Mega solution
  20. 20. Future smart cities 20 [source] https://www.launch-marketing.com/b2b-marketing-dashboard/ Environmental indicators in a city - Regulatory entities - Governmental institutions - NGOs Autonomous drones collecting environmental data at city-scale
  21. 21. Thank you! Questions huber.flores@ut.ee http://huberflores.com https://dps.cs.ut.ee 21

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