IoT-based decision support system for monitoring and mitigating atmospheric pollution in smart cities

Journal of Decision Systems

Volumn 27, Issue , 2018, Pages 56-67

  Miles, A ^a   Zaslavsky, A ^b   Browne, C ^a  

^a AUSTRALIAN NATIONAL UNIVERSITY   (Australia)

^b CSIRO   (Australia)

Author keywords

air quality management; atmospheric pollution; mitigation measures; modelling framework; Traffic management

Indexed keywords

AIR QUALITY; ATMOSPHERIC MOVEMENTS; COSTS; DECISION MAKING; DECISION SUPPORT SYSTEMS; HIGHWAY ADMINISTRATION; INTERNET OF THINGS; QUALITY MANAGEMENT; ROADS AND STREETS; SMART CITY; TRAFFIC CONGESTION;

ATMOSPHERIC DISPERSION MODELING; ATMOSPHERIC POLLUTION; DECISION SUPPORT SYSTEM (DSS); LOW-COST SENSORS; MITIGATION MEASURES; MITIGATION STRATEGY; MODELLING FRAMEWORK; TRAFFIC MANAGEMENT;

POLLUTION DETECTION;

EID: 85046635599     PISSN: 12460125     EISSN: 21167052     Source Type: Journal    
DOI: 10.1080/12460125.2018.1468696     Document Type: Article

References (26)

1. Amirjamshidi, G., Mostafa, T. S., Misra, A., & Roorda, M. J., (2013). Integrated model for microsimulating vehicle emissions, pollutant dispersion and population exposure. Transportation Research Part D: Transport and Environment, 18, 16–24. doi:10.1016/j.trd.2012.08.003
2. Artı́ñano, B., Salvador, P., Alonso, D. G., Querol, X., & Alastuey, A., (2004). Influence of traffic on the PM10 and PM2.5 urban aerosol fractions in Madrid (Spain). Science of The Total Environment, 334–335, 111–123. doi:10.1016/j.scitotenv.2004.04.032
3. Australian Government. (2017). Vehicle emission standards. Retrieved from https://infrastructure.gov.au/roads/environment/emission/index.aspx
4. Australian Government–Climate Change Authority. (2016). Opputunities to reduce light vehicle emissions in Australia. Retrieved from http://www.climatechangeauthority.gov.au/reviews/light-vehicle-emissions-standards-australia/opportunities-reduce-light-vehicle-emissions
5. Barceló, J., Montero, L., Marqués, L., & Carmona, C., (2010). Travel time forecasting and dynamic origin-destination estimation for freeways based on bluetooth traffic monitoring. Transportation Research Record: Journal of the Transportation Research Board, (2175), 19–27.10.3141/2175-03
6. Fallah-Shorshani, M., Shekarrizfard, M., & Hatzopoulou, M., (2017). Evaluation of regional and local atmospheric dispersion models for the analysis of traffic-related air pollution in urban areas. Atmospheric Environment, 167(Supplement C), 270–282. doi:10.1016/j.atmosenv.2017.08.025
7. Greenup, A., (2015). You work where? Where Australians Lived and Worked, 2006 and 2011. Retrieved from http://www.aph.gov.au/About_Parliament/Parliamentary_Departments/Parliamentary_Library/FlagPost/2015/September/You_work_where
8. Gutenschwager, K., Völker, S., Radtke, A., & Zeller, G., (2012). The shortest path: Comparison of different approaches and implementations for the automatic routing of vehicles. Paper presented at the Simulation Conference (WSC), Proceedings of the 2012 Winter.
9. Iankov, I., Taylor, M. A. P., & Scrafton, D., (2017). Forecasting greenhouse gas emissions performance of the future Australian light vehicle traffic fleet. Transportation Research Part A: Policy and Practice, 99, 125–146. doi:10.1016/j.tra.2017.03.011
10. Int Panis, L., Broekx, S., & Liu, R., (2006). Modelling instantaneous traffic emission and the influence of traffic speed limits. Science of The Total Environment, 371(1), 270–285. doi:10.1016/j.scitotenv.2006.08.017
11. Karagulian, F., Belis, C. A., Dora, C. F. C., Prüss-Ustün, A. M., Bonjour, S., Adair-Rohani, H., & Amann, M., (2015). Contributions to cities’ ambient particulate matter (PM): A systematic review of local source contributions at global level. Atmospheric Environment, 120, 475–483. doi:10.1016/j.atmosenv.2015.08.087
12. Mees, P., O’Connell, G., & Stone, J., (2008). Travel to work in Australian capital cities, 1976–2006.
13. National Heavy Vehicle Regulator. (2017). Heavy vehicle national law. Retrieved from https://www.nhvr.gov.au/law-policies/heavy-vehicle-national-law-and-regulations
14. Noland, R. B., & Quddus, M. A., (2006). Flow improvements and vehicle emissions: Effects of trip generation and emission control technology. Transportation Research Part D: Transport and Environment, 11(1), 1–14. doi:10.1016/j.trd.2005.06.003
15. Peffers, K., Tuunanen, T., Rothenberger, M. A., & Chatterjee, S., (2007). A design science research methodology for information systems research. Journal of Management Information Systems, 24(3), 45–77.10.2753/MIS0742-1222240302
16. Roser, M., & Ortiz-Ospina, E., (2017). World Population Growth. Retrieved from https://ourworldindata.org/world-population-growth/
17. Schulze, R. H., (2012). Improving the accuracy of dispersion models. Retrieved 23th July.
18. Smit, R., Brown, A. L., & Chan, Y. C., (2008). Do air pollution emissions and fuel consumption models for roadways include the effects of congestion in the roadway traffic flow? Environmental Modelling & Software, 23(10), 1262–1270. doi:10.1016/j.envsoft.2008.03.001
19. Smit, R., Casas Vilaró, J., & Torday, A., (2013). Simulating fuel consumption and vehicle emissions in an Australian context.
20. Tsubota, T., Bhaskar, A., Chung, E., & Billot, R., (2011). Arterial traffic congestion analysis using Bluetooth Duration data.
21. Turner, W.R., Nakamura, T., & Dinetti, M., (2004). Global urbanization and the separation of humans from nature. AIBS Bulletin, 54(6), 585–590.
22. U.S. Energy Information Administration. (2016). International Energy Outlook 2016. Retrieved from https://www.eia.gov/outlooks/ieo/transportation.php
23. VicRoads. (2017). Bluetooth Sites. Retrieved from https://vicroadsopendata-vicroadsmaps.opendata.arcgis.com/datasets/48fd4d7e1127453ea5f9bdc757ab00e7_0
24. Wang, Y., & Prevedouros, P. D., (1996). Synopsis of traffic simulation models. Department of Civil Engineering, University of Hawaii: Honolulu.
25. World Health Organisation. (2014, March 25). 7 million premature deaths annually linked to air pollution. Retrieved from http://www.who.int/mediacentre/news/releases/2014/air-pollution/en/
26. Zhang, K., & Batterman, S., (2013). Air pollution and health risks due to vehicle traffic. The Science of the total environment, 307–316. doi:10.1016/j.scitotenv.2013.01.074