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.
Timberlake website Another useful website is www.timberlake.co.uk. Timberlake Consultants is a statistical consultancy company that also distributes and ...
Timberlake, E. M., Farber, M. Z., & Sabatino, C. A. (2002). The general method of social work practice (4th ed.). Boston: Allyn & Bacon. Timberlake, E. M. ...
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... is much higher than in the United States, with the prevalence in France being perhaps the highest (Heuveline and Timberlake 2004; Toulemon 1997).
HENRY TIMBERLAKE'S CHEROKEE WAR SONG 1. That Timberlake's memoir contains the first English translation of the words of a Native American song seems to have ...
But Timberlake seems to have had a bit more literary sensitivity - suggested by his translation of the Cherokee war song in his memoirs - than these earlier ...
Timberlake , Michael . 1985. " The World System Perspective and Urbanization . ” In Michael Timberlake ( ed . ) , Urbanization in the World Economy , 3-4 .
The poor tend to live in dwellings that are structurally unsuited to withstand the impact of environmental extremes (Wijkman and Timberlake 1984, pp.
To display and share his discoveries, in 1940 Johnson built the Timberlake Museum on his farm. It remained open to the public during the summer and for ...