2690-6791ISSN (Online)
2769-786XISSN (Print)
Volume 9 , Issue 2 , PP: 239-248, 2023 | Cite this article as | XML | Html | PDF | Full Length Article
Rasha Almajed 1 * , Abedallah Zaid Abualkishik 2 , Laiali Almazaydeh 3 , Sameh Ghwanmeh 4
Doi: https://doi.org/10.54216/JISIoT.090218
Smart cities represent a transformative vision of urban living, where technology seamlessly integrates with the urban landscape to enhance sustainability and quality of life. Central to this vision is the effective management of environmental factors, particularly air quality and temperature. This paper presents a comprehensive study on real-time environmental pollution detection within smart cities, utilizing Internet of Things (IoT) sensors. We explore the intricate relationships between air pollutant indicators (o3_AQI, no2_AQI, co_AQI, and pm25_AQI) and temperature, shedding light on the dynamic interactions that underlie urban atmospheric conditions. Our research employs a robust dataset and employs statistical analysis, including Ordinary Least Squares (OLS) regression, to uncover significant correlations between key environmental variables. These insights not only contribute to a deeper understanding of urban pollution dynamics but also enable the development of predictive models for temperature fluctuations based on pollutant levels. Such models hold promise for proactive environmental management and public health interventions. Furthermore, our study highlights the pivotal role of IoT sensors in revolutionizing smart city governance, offering real-time data-driven solutions for sustainable urban living. As cities worldwide strive to enhance their environmental resilience, this research provides valuable insights and tools for harnessing the potential of IoT technologies in the pursuit of cleaner and more livable urban environments.
Internet of Things (IoT) , Smart Cities , Environmental Pollution , Real-time Monitoring , Air Quality , Sensor Networks , Environmental Sensors , Data Analytics , Urban Sustainability
[1] Zhang, D., & Woo, S. S. (2020). Real time localized air quality monitoring and prediction through mobile and fixed IoT sensing network. IEEE Access, 8, 89584-89594.
[2] Montanaro, T., Sergi, I., Basile, M., Mainetti, L., & Patrono, L. (2022). An iot-aware solution to support governments in air pollution monitoring based on the combination of real-time data and citizen feedback. Sensors, 22(3), 1000.
[3] Saha, H. N., Auddy, S., Chatterjee, A., Pal, S., Pandey, S., Singh, R., ... & Maity, A. (2017, August). Pollution control using internet of things (IoT). In 2017 8th Annual Industrial Automation and Electromechanical Engineering Conference (IEMECON) (pp. 65-68). IEEE.
[4] Karabatak, M., Mustafa, T., & Hamaali, C. (2020, June). Remote monitoring real time air pollution-IoT (cloud based). In 2020 8th International Symposium on Digital Forensics and Security (ISDFS) (pp. 1-6). IEEE.
[5] Moharana, B. K., Anand, P., Kumar, S., & Kodali, P. (2020, July). Development of an IoT-based real-time air quality monitoring device. In 2020 International conference on communication and signal processing (ICCSP) (pp. 191-194). IEEE.
[6] Cynthia, J., Saroja, M. N., Sultana, P., & Senthil, J. (2019). IoT-based real time air pollution monitoring system. International Journal of Grid and High Performance Computing (IJGHPC), 11(4), 28-41.
[7] A. Abdel-Monem et al, “A Machine Learning Solution for Securing the Internet of Things Infrastructures”, SMIJ, vol. 1, Oct. 2022.
[8] Li, W., Batty, M., & Goodchild, M. F. (2020). Real-time GIS for smart cities. International Journal of Geographical Information Science, 34(2), 311-324.
[9] Janani, R. P., Renuka, K., & Aruna, A. (2021). IoT in smart cities: A contemporary survey. Global Transitions Proceedings, 2(2), 187-193.
[10] Pau, G., & Arena, F. (2022). Smart city: the different uses of IoT sensors. Journal of Sensor and Actuator Networks, 11(4), 58.
[11] Kalajdjieski, J., Stojkoska, B. R., & Trivodaliev, K. (2020, November). IoT based framework for air pollution monitoring in smart cities. In 2020 28th Telecommunications Forum (TELFOR) (pp. 1-4). IEEE.
[12] Kaivonen, S., & Ngai, E. C. H. (2020). Real-time air pollution monitoring with sensors on city bus. Digital Communications and Networks, 6(1), 23-30.
[13] Ali, T., Irfan, M., Alwadie, A. S., & Glowacz, A. (2020). IoT-based smart waste bin monitoring and municipal solid waste management system for smart cities. Arabian Journal for Science and Engineering, 45, 10185- 10198.
[14] Gehlot, A., Alshamrani, S. S., Singh, R., Rashid, M., Akram, S. V., AlGhamdi, A. S., & Albogamy, F. R.
(2021). Internet of things and long-range-based smart lampposts for illuminating smart cities. Sustainability, 13(11), 6398.
[15] Al‐Turjman, F., Zahmatkesh, H., & Shahroze, R. (2022). An overview of security and privacy in smart cities' IoT communications. Transactions on Emerging Telecommunications Technologies, 33(3), e3677.
[16] Gupta, A., Pachauri, A., Pachauri, P., Singh, S. V., Chaturvedi, P., & Sharma, S. (2021, November). A review on conglomeration of Technologies for Smart Cities. In 2021 International Conference on Technological Advancements and Innovations (ICTAI) (pp. 526-530). IEEE.
[17] Rao, P. V., Azeez, P. M. A., Peri, S. S., Kumar, V., Devi, R. S., Rengarajan, A., ... & Praveenkumar, P. (2020, January). IoT based waste management for smart cities. In 2020 International Conference on Computer Communication and Informatics (ICCCI) (pp. 1-5). IEEE.
