Big data in natural disaster management: a review

M Yu, C Yang, Y Li - Geosciences, 2018 - mdpi.com
Undoubtedly, the age of big data has opened new options for natural disaster management,
primarily because of the varied possibilities it provides in visualizing, analyzing, and …

Disaster resilience through big data: Way to environmental sustainability

MNI Sarker, Y Peng, C Yiran, RC Shouse - International Journal of Disaster …, 2020 - Elsevier
Disaster management is a growing concern and priority throughout the world and
“resilience” is increasingly viewed as a key capacity related to disaster and post-disaster …

Big data and disaster management: a systematic review and agenda for future research

S Akter, SF Wamba - Annals of Operations Research, 2019 - Springer
The era of big data and analytics is opening up new possibilities for disaster management
(DM). Due to its ability to visualize, analyze and predict disasters, big data is changing the …

Big data and emergency management: concepts, methodologies, and applications

X Song, H Zhang, R Akerkar, H Huang… - … Transactions on Big …, 2020 - ieeexplore.ieee.org
Recent decades have seen a significant increase in the frequency, intensity, and impact of
natural disasters and other emergencies, forcing the governments around the world to make …

Evaluating the role of big data in us disaster mitigation and response: a geological and business perspective

MT Majemite, A Obaigbena, MA Dada, JS Oliha… - Engineering Science & …, 2024 - fepbl.com
Navigating the complex nexus of big data's application in US disaster mitigation and
response, this study embarks on an intellectual odyssey to unravel the dynamic interplay …

Crisis analytics: big data-driven crisis response

J Qadir, A Ali, R ur Rasool, A Zwitter… - Journal of International …, 2016 - Springer
Disasters have long been a scourge for humanity. With the advances in technology (in terms
of computing, communications, and the ability to process, and analyze big data), our ability …

Big data and its applications in smart real estate and the disaster management life cycle: A systematic analysis

HS Munawar, S Qayyum, F Ullah… - Big Data and Cognitive …, 2020 - mdpi.com
Big data is the concept of enormous amounts of data being generated daily in different fields
due to the increased use of technology and internet sources. Despite the various …

The rising role of big data analytics and IoT in disaster management: recent advances, taxonomy and prospects

SA Shah, DZ Seker, S Hameed, D Draheim - IEEE Access, 2019 - ieeexplore.ieee.org
The recent development of big data analytics (BDA) and the Internet of Things (IoT)
technologies create a huge opportunity for both disaster management systems and disaster …

[HTML][HTML] A review on application of data mining techniques to combat natural disasters

S Goswami, S Chakraborty, S Ghosh… - Ain Shams Engineering …, 2018 - Elsevier
Thousands of human lives are lost every year around the globe, apart from significant
damage on property, animal life, etc., due to natural disasters (eg, earthquake, flood …

[HTML][HTML] Managing natural disasters: An analysis of technological advancements, opportunities, and challenges

M Krichen, MS Abdalzaher, M Elwekeil… - Internet of Things and …, 2023 - Elsevier
Natural disasters (NDs) have always been a major threat to human lives and infrastructure,
causing immense damage and loss. In recent years, the increasing frequency and severity …