Social media for intelligent public information and warning in disasters: An interdisciplinary review

C Zhang, C Fan, W Yao, X Hu, A Mostafavi - International Journal of …, 2019 - Elsevier
Social media offers participatory and collaborative structure and collective knowledge
building capacity to the public information and warning approaches. Therefore, the author …

How computer vision can facilitate flood management: A systematic review

U Iqbal, P Perez, W Li, J Barthelemy - International Journal of Disaster Risk …, 2021 - Elsevier
Better prediction and monitoring of flood events are key factors contributing to the reduction
of their impact on local communities and infrastructure assets. Flood management involves …

Natural disasters detection in social media and satellite imagery: a survey

N Said, K Ahmad, M Riegler, K Pogorelov… - Multimedia Tools and …, 2019 - Springer
The analysis of natural disaster-related multimedia content got great attention in recent
years. Being one of the most important sources of information, social media have been …
[Free GPT-4]
Y Feng, C Brenner, M Sester - ISPRS Journal of Photogrammetry and …, 2020 - Elsevier
With increasing urbanization, in recent years there has been a growing interest and need in
monitoring and analyzing urban flood events. Social media, as a new data source, can …

Automatic detection of passable roads after floods in remote sensed and social media data

K Ahmad, K Pogorelov, M Riegler… - Signal Processing …, 2019 - Elsevier
This paper addresses the problem of floods classification and floods aftermath detection
based on both social media and satellite imagery. Automatic detection of disasters such as …

Exploiting convnet diversity for flooding identification

K Nogueira, SG Fadel, ÍC Dourado… - … and Remote Sensing …, 2018 - ieeexplore.ieee.org
Flooding is the world's most costly type of natural disaster in terms of both economic losses
and human causalities. A first and essential procedure toward flood monitoring is based on …

Deepsdc: Deep ensemble learner for the classification of social-media flooding events

M Hanif, M Waqas, A Muneer, A Alwadain, MA Tahir… - Sustainability, 2023 - mdpi.com
Disasters such as earthquakes, droughts, floods, and volcanoes adversely affect human
lives and valuable resources. Therefore, various response systems have been designed …

[HTML][HTML] Identifying disaster related social media for rapid response: a visual-textual fused CNN architecture

X Huang, Z Li, C Wang, H Ning - International Journal of Digital …, 2020 - Taylor & Francis
In recent years, social media platforms have played a critical role in mitigation for a wide
range of disasters. The highly up-to-date social responses and vast spatial coverage from …