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A Review on Applications of Big Data for Disaster Management

Muhammad Arslan, Ana-Maria Roxin, Christophe Cruz, Dominique Ginhac
2017 2017 13th International Conference on Signal-Image Technology & Internet-Based Systems (SITIS)  
Thus, big data applications in the field of disaster management should adopt a modular view, going from a component to nation scale.  ...  This paper aims presenting a systematic literature review on the applications of big data in disaster management.  ...  As large scale events covers large venues that consists of many people and traffic offer big datasets to generate interactive 3D models for simulating disaster situations.  ... 
doi:10.1109/sitis.2017.67 dblp:conf/sitis/ArslanRCG17 fatcat:ogt2c7euhnbr5m5gohnstyftee

3D GEOSPATIAL INDOOR NAVIGATION FOR DISASTER RISK REDUCTION AND RESPONSE IN URBAN ENVIRONMENT

T. Ghawana, M. Aleksandrov, S. Zlatanova
2018 ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences  
The paper highlights the need for assessment and explores the role of 3D geospatial information and modeling regarding the indoor structure and navigational routes which can be utilized as disaster risk  ...  Readily available technologies embedded in smartphones allow development of mobile applications for data collection, visualization and navigation enabling access by masses at low cost.  ...  Proper pre-planning in complex infrastructures considering predefined escape plans, escape routes and response of occupants is required in rapid evacuations due to big fires and earthquake incidents (  ... 
doi:10.5194/isprs-annals-iv-4-49-2018 fatcat:5njlfodwzbfoxi5l2lay76ouaq

Power System Resilience: Current Practices, Challenges, and Future Directions

Narayan Bhusal, Michael Abdelmalak, MD Kamruzzaman, Mohammed Benidris
2020 IEEE Access  
The frequency of extreme events (e.g., hurricanes, earthquakes, and floods) and man-made attacks (cyber and physical attacks) has increased dramatically in recent years.  ...  This paper provides a comprehensive and critical review of current practices of power system resilience metrics and evaluation methods and discusses future directions and recommendations to contribute  ...  TABLE 1 . 1 Scaling of resilience metrics.  ... 
doi:10.1109/access.2020.2968586 fatcat:ym3opz6ijbaujhyrhzpiqk5kxa

Interoperability and Information Brokers in Public Safety: An Approach toward Seamless Emergency Communications

Andreas Kuehn, Michael Kaschewsky, Andreas Kappeler, Andreas Spichiger, Reinhard Riedl
2011 Journal of Theoretical and Applied Electronic Commerce Research  
When a disaster occurs, the rapid gathering and sharing of crucial information among public safety agencies, emergency response units, and the public can save lives and reduce the scope of the problem;  ...  This general architecture addresses the question of how an information broker can overcome obstacles, breach boundaries for seamless communication, and empower the public to become active participants  ...  Utilizing vast amounts of data and transforming it into valuable information for disaster management requires intelligent storing and analyzing of mass data.  ... 
doi:10.4067/s0718-18762011000100005 fatcat:35uumilg2zfspllvdrsitkq7r4

Spatial Aided Decision-making System for E-Government [chapter]

Liang Wang, Rong Zhao, Bin Li, Jiping Liu, Qingpu Zhang
2010 E-learning Experiences and Future  
and it provides decision support environment of analysis, model construction, decision-making simulation, decision evaluation for managers.  ...  It transforms spatial data, extracts facts and relations which hides in the spatial data and expresses these using forms of graphics, tables, character, provide scientific and reasonable decision-making  ...  earthquake disaster, disaster information, as well as statistics and analysis of economic losses in disasters regional.  ... 
doi:10.5772/8801 fatcat:3dogw5oitzay3o2h45reg7hlhu

Understanding risk: what makes a risk assessment successful?

Richard Murnane, Alanna Simpson, Brenden Jongman
2016 International Journal of Disaster Resilience in the Built Environment  
However, all these efforts need to achieve scale and sustainability to ensure that exposure data are available to explain the impacts of disasters and climate change at different scales. / / / Vulnerability  ...  The 2011 Tohoku earthquake and tsunami slowed the Japanese and global economies.  ...  This publication highlights some of the influential efforts-by technical specialists, institutions, and governments around the world-to create and communicate risk information quickly and at low cost,  ... 
doi:10.1108/ijdrbe-06-2015-0033 fatcat:v3qekkinbzfwhagau5bmars4fe

Big Data and cloud computing: innovation opportunities and challenges

Chaowei Yang, Qunying Huang, Zhenlong Li, Kai Liu, Fei Hu
2016 International Journal of Digital Earth  
This paper surveys the two frontiers -Big Data and cloud computingand reviews the advantages and consequences of utilizing cloud computing to tackling Big Data in the digital earth and relevant science  ...  At the same time, Big Data presents challenges for digital earth to store, transport, process, mine and serve the data.  ...  Acknowledgements We thank the anonymous reviewers for their insightful comments and reviews. Dr George Taylor reviewed a previous version of this manuscript.  ... 
doi:10.1080/17538947.2016.1239771 fatcat:qbcgqj2pcvbgja6dnnakoj2saa

Volume 19 : 2021 Issue 1

MIP Malaysia
2021 PLANNING MALAYSIA JOURNAL  
The views expressed in this publication are those of the author(s) and do not necessarily represent the views of MIP. This journal is a refereed journal.  ...  Acknowledgment of Funding Sources Sources of funding for the research reported in the article should be duly acknowledged at the end of the article.  ...  By 2020, 70% of the work has been completed. The line is expected to be fully operational in 2023. This study aims to evaluate the performance of Malaysia's TOD implementation at the MRT line.  ... 
doi:10.21837/pm.v19i15.919 fatcat:f65dpqryazfspfuubwwxpaedae

Applications of big data to smart cities

Eiman Al Nuaimi, Hind Al Neyadi, Nader Mohamed, Jameela Al-Jaroodi
2015 Journal of Internet Services and Applications  
Effective analysis and utilization of big data is a key factor for success in many business and service domains, including the smart city domain.  ...  It discusses and compares different definitions of the smart city and big data and explores the opportunities, challenges and benefits of incorporating big data applications for smart cities.  ...  Smart city applications generate huge amounts of date while big data systems utilize this data to provide information to enhance smart cities Table 1 Definitions of smart city and the differences and  ... 
doi:10.1186/s13174-015-0041-5 fatcat:fb2gubvaljaqxekdjathw62xci

5G Mobile Communication Applications: A Survey and Comparison of Use Cases

Olaonipekun Oluwafemi Erunkulu, Adamu Murtala Zungeru, Caspar K Lebekwe, Modisa Mosalaosi, Joseph Chuma
2021 IEEE Access  
Emergency and disaster relief: provides antimeasures against disasters and emergencies (earthquakes, traffic accidents, floods, fires, sudden illnesses, and typhoons) by providing support. F.  ...  Seamless wide-area coverage: focuses on the provision of seamless mobile communications service to end-users at any time and anywhere.  ...  International University of Science and Technology.  ... 
doi:10.1109/access.2021.3093213 fatcat:62h3fz5arvhp3cte3rdopm2b5i

Smart shires: The revenge of countrysides

Stefano Ferretti, Gabriele D'Angelo
2016 2016 IEEE Symposium on Computers and Communication (ISCC)  
An important aspect for the real deployment of these smart shires is their simulation.  ...  These solutions would have an important social impact for people leaving in these countrysides, and might slow down the constant migration of citizens towards metropolis.  ...  execution of large scale simulation runs.  ... 
doi:10.1109/iscc.2016.7543827 dblp:conf/iscc/FerrettiD16 fatcat:7hdcsx2zr5dyhnex5jig6hlawy

From social simulation to integrative system design

D. Helbing, S. Balietti
2011 The European Physical Journal Special Topics  
and economy and integrate them within a "Living Earth Simulator".  ...  effects for a number of model variants, and determine the reliability of their implications (given the validity of the underlying models).  ...  science simulation see Chap. 1 of Ref  ... 
doi:10.1140/epjst/e2011-01402-7 fatcat:zolchmuenzeglh2c2keblytdjy

Understanding And Mapping Big Data

Rajendra Akerkar, Guillermo Vega-Gorgojo, Grunde Løvoll, Stephane Grumbach, Aurelien Faravelon, Rachel Finn, Kush Wadhwa, Anna Donovan, Lorenzo Bigagli
2015 Zenodo  
Understanding and mapping big data. Deliverable D1.1 BYTE Project.  ...  List of Tables Table 1 Traditional ABSTRACT Big data is an IT buzzword nowadays. Data is being collected at an extraordinary scale in very wide-ranging application areas.  ...  The definition described in "Expand your digital horizon with big data" 1 :"Big data: techniques and technologies that make handling data at extreme scale economical."  ... 
doi:10.5281/zenodo.49161 fatcat:wz3cwet3wfbmvfzucivu3t64eq

Evolution towards Smart and Software-Defined Internet of Things

Muhammad Aneeq Abid, Naokhaiz Afaqui, Muazzam A. Khan, Muhammad Waseem Akhtar, Asad Waqar Malik, Arslan Munir, Jawad Ahmad, Balawal Shabir
2022 AI  
The Internet of Things (IoT) is a mesh network of interconnected objects with unique identifiers that can transmit data and communicate with one another without the need for human intervention.  ...  Software-Defined Networking (SDN) and virtualization are two promising technologies for cost-effectively handling the scale and versatility required for IoT.  ...  Analyzing big data can effectively be used for disaster management [42] . Home Automation and Personal IoT IoT devices can be remotely managed without human intervention.  ... 
doi:10.3390/ai3010007 fatcat:ysdpg2g6qbfsloh67tcj46gyfe

"Квад 2.0": четырехсторонний диалог для контрбалансирования КНР в Индо-Тихоокеанском регионе

Александра Худайкулова, Мирзет Рамич
2020 Polis. Political Studies  
., Japan Bring Big Data and Data Analytics to Disaster Response." R&D. March 31, 2015. https://www.rdmag.com/news/2015/03/us-japan-bring-big-data-and-data-analytics-disaster-response.  ...  data available during a disaster and how to utilize it to craft an effective response.  ...  In this new collection of policy briefs, emerging experts from each of the Quad nations examine the potential benefits of and obstacles to rebuilding the Quad to focus on disaster response.  ... 
doi:10.17976/jpps/2020.03.03 fatcat:jdzuzj32ozcqtgnzhmvvcknp2q
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