Smart City Gnosys

Smart city article details

Title	Disaster Management In Smart Cities Using Iot And Big Data
ID_Doc	20450
Authors	Ramesh A.; Rajkumar S.; Livingston J.L.M.
Year	2021
Published	Journal of Physics: Conference Series, 1716, 1
DOI	http://dx.doi.org/10.1088/1742-6596/1716/1/012060
Abstract	Disasters are the most vulnerable factors which are affecting the human life and environment. Smart cities are mainly affected by disasters. This shows the requirement of an efficient disaster management system in smart cities. This paper deals with disaster management technique used in smart cities to detect disasters like building fire, pollution in atmosphere, route blockage using Big Data Analysis and Internet of Things (IoT). A combination of Hadoop environment is used in disaster reliant smart cities. IoT is used as a front end for collecting real time data sets and Big data analysis for data pre-processing and aggregation. This work evaluates the threshold capacity of each data which is collected for these disasters using Z-score normalization and if collected parameter exceed above the threshold value, then alert message is sent to public service sector such as fire station, police station and hospital. Different challenges faced by this evaluation are discussed in this manuscript. © 2021 Institute of Physics Publishing. All rights reserved.
Author Keywords	Ad-hoc network; Big data analysis; Cloud computing; Disaster; Fog computing; IoT; Public services; Z-score normalization

Similar Articles

Id	Similarity	Authors	Title	Published
58102	0.932	Shah, SA; Seker, DZ; Rathore, MM; Hameed, S; Ben Yahia, S; Draheim, D	Towards Disaster Resilient Smart Cities: Can Internet Of Things And Big Data Analytics Be The Game Changers?	IEEE ACCESS, 7 (2019)
8603	0.896	Ding Z.; Jiang S.; Xu X.; Han Y.	An Internet Of Things Based Scalable Framework For Disaster Data Management	Journal of Safety Science and Resilience, 3, 2 (2022)
48449	0.894	Zeng F.; Pang C.; Tang H.	Sensors On The Internet Of Things Systems For Urban Disaster Management: A Systematic Literature Review	Sensors, 23, 17 (2023)
60106	0.889	Rathore, MM; Ahmad, A; Paul, A; Rho, S	Urban Planning And Building Smart Cities Based On The Internet Of Things Using Big Data Analytics	COMPUTER NETWORKS, 101 (2016)
917	0.888	Han C.; Zang S.	A Comprehensive Review Of Disruptive Technologies In Disaster Risk Management Of Smart Cities	Climate Risk Management, 48 (2025)
36258	0.88	Kaleem S.; Talha M.; Babar M.	Managing And Processing Information In The Internet Of Things-Based Smart City Environment Using Big Data Analytics	EAI/Springer Innovations in Communication and Computing (2019)
4297	0.88	Kasubi J.W.; D.h M.; Demewez G.D.	A Review On The Internet Of Things And Big Data Analytics Based On Smart Cities	Proceedings - International Conference on Artificial Intelligence and Smart Systems, ICAIS 2021 (2021)
19042	0.878	Hossain M.F.; Talukder R.; Rahman A.; Khan A.; Ahamed I.; Ahmed A.	Designing A Smart Building Fire Disaster Management System For Smart Cities	2023 26th International Conference on Computer and Information Technology, ICCIT 2023 (2023)
33955	0.872	Rathore M.M.; Paul A.; Ahmad A.; Jeon G.	Iot-Based Big Data: From Smart City Towards Next Generation Super City Planning	Securing the Internet of Things: Concepts, Methodologies, Tools, and Applications (2019)
20548	0.869	Munawar H.S.; Mojtahedi M.; Hammad A.W.A.; Kouzani A.; Mahmud M.A.P.	Disruptive Technologies As A Solution For Disaster Risk Management: A Review	Science of the Total Environment, 806 (2022)