Artificial intelligence for natural disaster management

Artificial intelligence for natural disaster management

Artificial intelligence (AI) can leverage massive amount of diverse types of data, such as geospatial data, social media data, and wireless network sensor data, to enhance our understanding of natural disasters, their forecasting and detection, and humanitarian assistance in natural disaster managem...

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Bibliographic Details
Main Author: PANG, Guansong
Format: text
Language:English
Published: Institutional Knowledge at Singapore Management University 2022
Subjects:
Social networking (online)
Wireless networks
Disaster management
Geospatial analysis
Intelligent systems
Forecasting
Artificial Intelligence and Robotics
Databases and Information Systems
Environmental Sciences
Online Access:https://ink.library.smu.edu.sg/sis_research/7807
https://ink.library.smu.edu.sg/context/sis_research/article/8810/viewcontent/DiasasterAI_av.pdf
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Institution: Singapore Management University
Language: English
Description
Summary:Artificial intelligence (AI) can leverage massive amount of diverse types of data, such as geospatial data, social media data, and wireless network sensor data, to enhance our understanding of natural disasters, their forecasting and detection, and humanitarian assistance in natural disaster management (NDM). Due to this potential, different communities have been dedicating enormous efforts to the development and/or adoption of AI technologies for NDM. This article provides an overview of these efforts and discusses major challenges and opportunities in this topic.

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