We are open! For operations and delivery updates due to COVID-19. (click here)
0

Call Boomerang Books 1300 36 33 32

Description - Social Sensing and Big Data Computing for Disaster Management by Zhenlong Li

Social Sensing and Big Data Computing for Disaster Management captures recent advancements in leveraging social sensing and big data computing for supporting disaster management. Specifically, analysed within this book are some of the promises and pitfalls of social sensing data for disaster relevant information extraction, impact area assessment, population mapping, occurrence patterns, geographical disparities in social media use, and inclusion in larger decision support systems.

Traditional data collection methods such as remote sensing and field surveying often fail to offer timely information during or immediately following disaster events. Social sensing enables all citizens to become part of a large sensor network which is low cost, more comprehensive, and always broadcasting situational awareness information. However, data collected with social sensing is often massive, heterogeneous, noisy, and unreliable in some aspects. It comes in continuous streams, and often lacks geospatial reference information. Together, these issues represent a grand challenge toward fully leveraging social sensing for emergency management decision making under extreme duress. Meanwhile, big data computing methods and technologies such as high-performance computing, deep learning, and multi-source data fusion become critical components of using social sensing to understand the impact of and response to the disaster events in a timely fashion.

This book was originally published as a special issue of the International Journal of Digital Earth.

Buy Social Sensing and Big Data Computing for Disaster Management by Zhenlong Li from Australia's Online Independent Bookstore, Boomerang Books.

Book Details

ISBN: 9780367617653
Format: Hardback
(246mm x 174mm x mm)
Pages: 192
Imprint: Routledge
Publisher: Taylor & Francis Ltd
Publish Date: 23-Nov-2020
Country of Publication: United Kingdom

Book Reviews - Social Sensing and Big Data Computing for Disaster Management by Zhenlong Li

» Have you read this book? We'd like to know what you think about it - write a review about Social Sensing and Big Data Computing for Disaster Management book by Zhenlong Li and you'll earn 50c in Boomerang Bucks loyalty dollars (you must be a Boomerang Books Account Holder - it's free to sign up and there are great benefits!)


A Preview for this title is currently not available.