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Application of Internet of Things Systems for Aerosol Monitoring of Quarries in Morocco

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Abstract

Climate change is currently being considered as one of the most worrying problems of humanity. It can be stated today that the impacts of human activities are changing the Earth’s climate on a global scale. Aerosols disturb the Earth’s radioactive balance through their direct effects. It is now recognized that the role of anthropogenic embers on the climate evolution is significant compared to greenhouse gases. Despite the intensification of investigations on this subject, the assessment of anthropogenic aerosols’ radiative forcing and the impact on physical variables are still very uncertain. The major causes of uncertainty stem from our poor knowledge of the emission sources of aerosols but also of their process of formation, conversion, and storage. Emerging aerosols released by the quarries are largely made up of a mixture of dust, sulphates, and nitrates and are discernible in the Hemisphere. In situ, satellite, and ground-based measurements all need to be improved. The precise methods by which aerosols interact with the natural environment, on the other hand, are extremely complicated and remain largely unknown. Our research is a comparative study between our system of the internet of things and the satellite atmospheric models to have the performance and the spatial-temporal variability of the concentrations of fine particles of diameter lower (PM10) and lower (PM2.5) at the level of site of study in Morocco, the tested system gives favorable results and for the system sheltering a great number of quarries of extraction and thus offering a system of capture of particles to high- resolution.

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References

  1. Agarwal, A., Agarwal, N., Rajasekhar, C., & Patel, R. (2012). Performance analysis of 2-D optical codes with cross correlation value of one and two in optical CDMA system. International Journal of Electrical Engineering and Communication Engineering for Applied Research, 52(1), 21–29.

    Google Scholar 

  2. Azrour, M., Ouanan, M., Farhaoui, Y., & Guezzaz, A. (2018). Security analysis of Ye et al. authentication protocol for Internet of Things. In International conference on big data and smart digital environment (pp. 67–74). Springer.

    Google Scholar 

  3. Azrour, M., Mabrouki, J., & Chaganti, R. (2021). New efficient and secured authentication protocol for remote healthcare systems in cloud-IoT. Security and Communication Networks, 2021, 5546334.

    Article  Google Scholar 

  4. Azrour, M., Mabrouki, J., Guezzaz, A., & Kanwal, A. (2021). Internet of things security: Challenges and key issues. Security and Communication Networks, 2021, 1–11.

    Google Scholar 

  5. Azrour, M., Mabrouki, J., Fattah, G., Guezzaz, A., & Aziz, F. (2021). Machine learning algorithms for efficient water quality prediction. Modeling Earth Systems and Environment, 8, 2793–2801.

    Article  Google Scholar 

  6. Baker, A. R. (2005). Marine aerosol iodine chemistry: The importance of soluble organic iodine. Environmental Chemistry, 2(4), 295–298.

    Article  MathSciNet  Google Scholar 

  7. Benmakhlouf, M., & Chalouan, A. (1992). Mise en évidence d’une distension tardimétamorphique précoce dans les Sebtides inférieures (Rif interne, Maroc). Newsletter Mémoires de Géologie, 2(10), 33–42.

    Google Scholar 

  8. Boppana, R. V., Chaganti, R., & Vedula, V. (2019). Analyzing the vulnerabilities introduced by ddos mitigation techniques for software-defined networks. In National cyber summit (pp. 169–184). Springer.

    Google Scholar 

  9. Buonanno, G., Morawska, L., Stabile, L., Wang, L., & Giovinco, G. (2012). Une comparaison de la dose de particules submicrométriques entre les Australiens et les Italiens. Pollution de l’environnement, 169, 183–189.

    Article  Google Scholar 

  10. Chaganti, R., Bhushan, B., Nayyar, A., & Mourade, A. (2021). Recent trends in social engineering scams and case study of gift card scam. arXiv preprint arXiv:2110.06487, 1–17.

    Google Scholar 

  11. Coscollà, C., Yusà, V., Beser, M. I., & Pastor, A. (2009). Analyse multi-résidus de 30 pesticides actuellement utilisés dans les particules fines en suspension dans l’air (PM 2,5) par extraction assistée par micro-ondes et chromatographie liquide-spectrométrie de masse en tandem. Journal of Chromatography A, 1216(51), 8817–8827.

    Article  Google Scholar 

  12. Ding, Y., Mirao, J., Redol, P., Dias, L., Moita, P., Angellini, E., et al. (2019). Une approche métrologique pétrographique et géochimique combinée pour évaluer la provenance du calcaire de construction utilisé dans le monastère de Batalha (Portugal). In 2019 IMEKO TC-4 international conference on metrology for archaeology and cultural heritage. IMEKO.

    Google Scholar 

  13. Douiba, M., et al. (2022). An improved anomaly detection model for IoT security using decision tree and gradient boosting. The Journal of Supercomputing, 79, 3392–3411.

    Article  Google Scholar 

  14. El Kadiri, K., Linares, A., & Oloriz, F. (1992). La Dorsale Calcaire rifaine (Maroc septentrional): Evolution stratigraphique et géodynamique durant le Jurassique-Crétacé. Notes et Mémoires du Service Géologique, 366, 217–265.

    Google Scholar 

  15. Fattah, G., Ghrissi, F., Mabrouki, J., & Kabriti, M. (2021). Control of physicochemical parameters of spring waters near quarries exploiting limestone rock. In E3S web of conferences (Vol. 234, p. 00018). EDP Sciences.

    Google Scholar 

  16. Fattah, G., Ghrissi, F., Mabrouki, J., & Al-Jadabi, N. (2021). Modeling and assessment of the impact of land use in the western Rif region, Morocco, on water quality. The International Archives of Photogrammetry, Remote Sensing and Spatial Information Sciences, 46, 225–230.

    Article  Google Scholar 

  17. Ghizlane, F., Mabrouki, J., Ghrissi, F., & Azrour, M. (2022). Proposal for a high-resolution particulate matter (PM10 and PM2.5) capture system, comparable with hybrid system-based internet of things: Case of quarries in the western Rif, Morocco. Pollution, 8(1), 169–180.

    Google Scholar 

  18. Gholipour, H. F., Farzanegan, M. R., & Javadian, M. (2023). Air pollution and internal migration: Evidence from Iranian household survey. Empirical Economics, 64, 223–247.

    Article  Google Scholar 

  19. Guezzaz, A., Benkirane, S., & Azrour, M. (2022). A novel anomaly network intrusion detection system for internet of things security. In IoT and smart devices for sustainable environment (pp. 129–138). Springer.

    Chapter  Google Scholar 

  20. Gutiérrez, C., Somot, S., Nabat, P., Mallet, M., Corre, L., Van Meijgaard, E., et al. (2020). Future evolution of surface solar radiation and photovoltaic potential in Europe: Investigating the role of aerosols. Environmental Research Letters, 15(3), 034035.

    Article  Google Scholar 

  21. Hazman, C., Guezzaz, A., Benkirane, S., & Azrour, M. (2022). lIDS-SIoEL: Intrusion detection framework for IoT-based smart environments security using ensemble learning. Cluster Computing, 1–15. https://doi.org/10.1007/s10586-022-03810-0

  22. Kushnir, D., & Sandén, B. A. (2008). Energy requirements of carbon nanoparticle production. Journal of Industrial Ecology, 12(3), 360–375.

    Article  Google Scholar 

  23. Laj, P., & Sellegri, K. (2003). Les aérosols atmosphériques: Impacts locaux, effet g lobaux. Revue Française des Laboratoires, 2003(349), 23–34., ISSN 0338-9898. https://doi.org/10.1016/S0338-9898(03)80466-3

    Article  Google Scholar 

  24. Lesser, D., Katra, I., Dorman, M., Harari, H., & Kloog, I. (2020). Validating and comparing highly resolved commercial “off the shelf” PM monitoring sensors with satellite based hybrid models, for improved environmental exposure assessment. Sensors, 21(1), 63.

    Article  Google Scholar 

  25. Mabrouki, J., Azrour, M., Farhaoui, Y., & El Hajjaji, S. (2019). Intelligent system for monitoring and detecting water quality. In International conference on big data and networks technologies (pp. 172–182). Springer.

    Google Scholar 

  26. Mabrouki, J., Azrour, M., & Hajjaji, S. E. (2021). Use of internet of things for monitoring and evaluating water’s quality: A comparative study. International Journal of Cloud Computing, 10(5–6), 633–644.

    Article  Google Scholar 

  27. Mabrouki, J., Fattah, G., Al-Jadabi, N., Abrouki, Y., Dhiba, D., Azrour, M., & Hajjaji, S. E. (2022). Study, simulation and modulation of solar thermal domestic hot water production systems. Modeling Earth Systems and Environment, 8(2), 2853–2862.

    Article  Google Scholar 

  28. Mabrouki, J., Azoulay, K., Elfanssi, S., Bouhachlaf, L., Mousli, F., Azrour, M., & Hajjaji, S. E. (2022). Smart system for monitoring and controlling of agricultural production by the IoT. In IoT and smart devices for sustainable environment (pp. 103–115). Springer.

    Chapter  Google Scholar 

  29. Malm, W. C., Sisler, J. F., Huffman, D., Eldred, R. A., & Cahill, T. A. (1994). Spatial and seasonal trends in particle concentration and optical extinction in the United States. Journal of Geophysical Research: Atmospheres, 99, 1347–1370.

    Article  Google Scholar 

  30. Molnár, J., Lorinc, T., & Slavko, O. (2019). Design and implementation of an intelligent air quality sensor. In 2019 IEEE international conference on modern electrical and energy systems (MEES) (pp. 74–77). IEEE.

    Chapter  Google Scholar 

  31. Nejjari, C., Mechakra Tahiri, S., & Tessier, J. F. (2016). La pollution atmosphérique: qu’en est-il au Maroc? Pollution Atmosphérique, 165, 91–96. http://lodel.irevues.inist.fr/pollutionatmospherique/index.php?id=2991

    Google Scholar 

  32. Planat, N., Gehring, J., Vignon, É., & Berne, A. (2020). Identification of snowfall microphysical processes from vertical gradients of polarimetric radar variables. Atmospheric Measurement Techniques Discussions, 1–34. https://doi.org/10.5194/amt-2020-463

  33. Rotstayn, L. D., & Penner, J. E. (2001). Forçage indirect des aérosols, quasi-forçage et réponse climatique. Journal du climat, 14(13), 2960–2975.

    Article  Google Scholar 

  34. Samad, A., Melchor Mimiaga, F. E., Laquai, B., & Vogt, U. (2021). Investigating a low-cost dryer designed for low-cost PM sensors measuring ambient air quality. Sensors, 21(3), 804.

    Article  Google Scholar 

  35. Sanfeliu Montolio, T., Vicente, A. B., & Jordán Vidal, M. M. (2012). Assesment of PM10 pollution episodes in a ceramic cluster (NE Spain): Proposal of a new quality index for PM10, As, Cd, Ni and Pb. Journal of Environmental Management, 108, 92–101.

    Google Scholar 

  36. Tanaka, I. (1987). Distributions granulométriques dans les poumons et les ganglions lymphatiques broncho-pulmonaires en raison d’une exposition à long terme à l’aérosol de cendres volantes de charbon chez le rat. Journal de l’UOEH, 9(4), 361–367.

    Google Scholar 

  37. Urkude, S., Vaidya, P., & Rajguru, S. (2015). Visual cryptography authentication for locker systems using biometric input. International Journal of Computer Applications, 975, 8887.

    Google Scholar 

  38. Vemprala, N., Gudigantala, N., & Chaganti, R. (2021). Debunking misinformation using a game theoretic approach. In 27th Annual Americas conference on information systems, AMCIS 2021. Association for Information Systems.

    Google Scholar 

  39. Wargan, K., Labow, G., Frith, S., Pawson, S., Livesey, N., & Partyka, G. (2017). Evaluation of the ozone fields in NASA’s MERRA – 2 Reanalysis. Journal of Climate, 30(8), 2961–2988. https://journals.ametsoc.org/view/journals/clim/30/8/jcli-d-16-0699.1.xml

    Article  Google Scholar 

  40. Wolff, G. T., & Heuss, J. M. (2012). Review and critique of US EPA’s assessment of the health effects of particulate matter (PM). Prepared for The American Coalition for Clean Coal Electricity.

    Google Scholar 

  41. Yuan, X., Lee, J. G., Yun, H., Deng, S., Kim, Y. J., Lee, J. E., Kwak, S. K., & Lee, K. B. (2020). Solving two environmental issues simultaneously: Waste polyethylene terephthalate plastic bottle-derived microporous carbons for capturing CO2. Chemical Engineering Journal, 397, 125350.

    Article  Google Scholar 

  42. Zhang, T., Shen, Z., Zhang, L., Tang, Z., Zhang, Q., Chen, Q., et al. (2020). PM2.5 Humic-like substances over Xi’an, China: Optical properties, chemical functional group, and source identification. Atmospheric Research, 234, 104784.

    Article  Google Scholar 

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Fattah, G., Mabrouki, J., Ghrissi, F., Azrour, M., Elouardi, M. (2024). Application of Internet of Things Systems for Aerosol Monitoring of Quarries in Morocco. In: Goundar, S., Anandan, R. (eds) Integrating Blockchain and Artificial Intelligence for Industry 4.0 Innovations. EAI/Springer Innovations in Communication and Computing. Springer, Cham. https://doi.org/10.1007/978-3-031-35751-0_15

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  • DOI: https://doi.org/10.1007/978-3-031-35751-0_15

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