Analysis of Volunteered Geographic Information for Improved Situational Awareness During No-notice Emergencies

Analysis of Volunteered Geographic Information for Improved Situational Awareness During No-notice Emergencies
Author: Christopher E. Oxendine
Publisher:
Total Pages: 90
Release: 2013
Genre: Civil defense
ISBN:

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During a terrorist attack, evacuees face uncertain risks when deciding which route to utilize while trying to evacuate. Immediately following an attack, information is very limited or non-existent. Emergency services personnel are responsible for finding and notifying evacuees of impending danger, and minimizing evacuation risk is crucial to limiting additional loss of life, especially in densely populated areas. One of the challenges for evacuees and emergency services personnel is sharing and collecting information. Recently, mobile phones and social media (e.g. Twitter, Facebook, and others) have provided a global platform for sharing information about terrorist events and a medium for emergency services personnel to collect Volunteered Geographic Information (VGI). It is highly recommended that Emergency planners use VGI to supplement their decision making, notification processes, and response and recovery. With over 5 billion mobile phones world-wide, VGI can potentially contribute data that supports risk modeling and evacuation planning. The mass adoption of mobile phones provides citizens and emergency personnel with alternate methods of communication (i.e. voice, SMS, mobile applications, and access to social media). GPS accuracy on mobile phones continues to improve which further facilitates planning and response by emergency service personnel. This research provides two models. The first model is a multi-objective, multi-criteria model that analyzes mobile phone location data and seeks to minimize risk encountered by evacuees and distance traveled. The study area for the first model is Manhattan, New York City. Risk and distance traveled is determined for the evacuation routes and is modeled in a Geographic Information System (GIS) to determine optimum evacuation routes. The second model analyzes social media to determine risk to evacuees during a simulated terrorist attack at George Mason University. Individual terrorists attacks are modeled and then combined based on time of incident. High-risk areas are modeled for multiple terrorist attacks providing first responders with increased situational awareness. The second model in this research improves situational awareness immediately following a terrorist scenario and the first model provides a multi-objective, multi-criteria method for reducing risk to evacuees. This research contributes to improved evacuation routing and visualization of risk during emergencies and increases situational awareness of first responders and citizens.

Enabling Comprehensive Situational Awareness

Enabling Comprehensive Situational Awareness
Author: Susan Lindell Radke
Publisher: ESRI Press
Total Pages: 0
Release: 2013
Genre: Emergency communication systems
ISBN: 9781589483064

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Enabling Comprehensive Situational Awareness explains how and why an integrated emergency management common operating platform can help save lives and mitigate loss during crises and disasters. A geographic information system (GIS) embedded in this platform is the key tool used by emergency management professionals to analyze extensive spatial data collections, as well as immediate field-level data. This book explains how this platform gives decision makers the overview necessary to coordinate efforts across agencies and jurisdictions and develop collaborative mitigation and recovery plans. An implementation guide for building a GIS in a common operating platform is included.

Analysis of Volunteered Geographic Information for Improved Situational Awareness During No-notice Emergencies

Analysis of Volunteered Geographic Information for Improved Situational Awareness During No-notice Emergencies
Author: Christopher E. Oxendine
Publisher:
Total Pages: 90
Release: 2013
Genre: Civil defense
ISBN:

Download Analysis of Volunteered Geographic Information for Improved Situational Awareness During No-notice Emergencies Book in PDF, Epub and Kindle

During a terrorist attack, evacuees face uncertain risks when deciding which route to utilize while trying to evacuate. Immediately following an attack, information is very limited or non-existent. Emergency services personnel are responsible for finding and notifying evacuees of impending danger, and minimizing evacuation risk is crucial to limiting additional loss of life, especially in densely populated areas. One of the challenges for evacuees and emergency services personnel is sharing and collecting information. Recently, mobile phones and social media (e.g. Twitter, Facebook, and others) have provided a global platform for sharing information about terrorist events and a medium for emergency services personnel to collect Volunteered Geographic Information (VGI). It is highly recommended that Emergency planners use VGI to supplement their decision making, notification processes, and response and recovery. With over 5 billion mobile phones world-wide, VGI can potentially contribute data that supports risk modeling and evacuation planning. The mass adoption of mobile phones provides citizens and emergency personnel with alternate methods of communication (i.e. voice, SMS, mobile applications, and access to social media). GPS accuracy on mobile phones continues to improve which further facilitates planning and response by emergency service personnel. This research provides two models. The first model is a multi-objective, multi-criteria model that analyzes mobile phone location data and seeks to minimize risk encountered by evacuees and distance traveled. The study area for the first model is Manhattan, New York City. Risk and distance traveled is determined for the evacuation routes and is modeled in a Geographic Information System (GIS) to determine optimum evacuation routes. The second model analyzes social media to determine risk to evacuees during a simulated terrorist attack at George Mason University. Individual terrorists attacks are modeled and then combined based on time of incident. High-risk areas are modeled for multiple terrorist attacks providing first responders with increased situational awareness. The second model in this research improves situational awareness immediately following a terrorist scenario and the first model provides a multi-objective, multi-criteria method for reducing risk to evacuees. This research contributes to improved evacuation routing and visualization of risk during emergencies and increases situational awareness of first responders and citizens.

Social Sensing and Big Data Computing for Disaster Management

Social Sensing and Big Data Computing for Disaster Management
Author: Zhenlong Li
Publisher: Routledge
Total Pages: 205
Release: 2020-12-17
Genre: Social Science
ISBN: 1000261492

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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.

Intelligent Systems for Crisis Management

Intelligent Systems for Crisis Management
Author: Sisi Zlatanova
Publisher: Springer Science & Business Media
Total Pages: 383
Release: 2012-12-03
Genre: Science
ISBN: 3642332188

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There have been major advances in technologies to support crisis response in the last few years. However, many aspects related to the efficient collection and integration of geo-information, applied semantics and situation awareness for disaster management are still open. To advance the systems and make them intelligent, an extensive collaboration is required between emergency responders, disaster managers, system designers and researchers. To facilitate this process the Geo-information for Disaster Management (Gi4DM) conference has been organized since 2005. Gi4DM is coordinated by the Joint Board of Geospatial Information Societies (JB GIS) and the ad-hoc Committee on Risk and Disaster Management. This volume presents the results of the Gi4DM 2012 conference, held in Enschede, the Netherlands, on 13-15 December . It contains a selection of around 30 scientific and 25 best-practice peer-reviewed papers. The 2012 Gi4DM focuses on the intelligent use of geo-information, semantics and situation awareness.

Tactical Display for Soldiers

Tactical Display for Soldiers
Author: National Research Council
Publisher: National Academies Press
Total Pages: 240
Release: 1997-01-17
Genre: Technology & Engineering
ISBN: 0309175119

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This book examines the human factors issues associated with the development, testing, and implementation of helmet-mounted display technology in the 21st Century Land Warrior System. Because the framework of analysis is soldier performance with the system in the full range of environments and missions, the book discusses both the military context and the characteristics of the infantry soldiers who will use the system. The major issues covered include the positive and negative effects of such a display on the local and global situation awareness of the individual soldier, an analysis of the visual and psychomotor factors associated with each design feature, design considerations for auditory displays, and physical sources of stress and the implications of the display for affecting the soldier's workload. The book proposes an innovative approach to research and testing based on a three-stage strategy that begins in the laboratory, moves to controlled field studies, and culminates in operational testing.

Spatial Information Theory. Foundations of Geographic Information Science

Spatial Information Theory. Foundations of Geographic Information Science
Author: Werner Kuhn
Publisher: Springer Science & Business Media
Total Pages: 410
Release: 2003-09-15
Genre: Computers
ISBN: 3540201483

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This book constitutes the refereed proceedings of the International Conference on Spatial Information Theory, COSIT 2003, held at Kartause Ittingen, Switzerland, in September 2003. The 26 revised full papers presented were carefully reviewed and selected from 61 submissions. The papers are organized in topical sections on ontologies of space and time, reasoning about distances and directions, spatial reasoning - shapes and diagrams, computational approaches, reasoning about regions, vagueness, visualization, and landmarks and wayfinding.

Exploring Volunteered Geographic Information (VGI) for Emergency Management

Exploring Volunteered Geographic Information (VGI) for Emergency Management
Author: Chen Xu
Publisher:
Total Pages: 0
Release: 2010
Genre:
ISBN:

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The past three years have witnessed unprecedented growth of user-generated volunteered geographic information (VGI) on the Web. Although scholars, decision makers, and citizens have recognized the potential value of VGI in emergency management, there exists no rigorous study on the availability, quality, and feasibility of VGI for applications related to emergency management. This dissertation applies methodologies of GIScience and computer science to present an overview of VGI and explore its value in emergency management with the goal of developing a wiki GIS approach for community emergency preparedness. This dissertation research concludes that VGI and wiki GIS represent new development in public participation in the production and use of geographic information. In emergency management, VGI and wiki GIS suggest a new approach to incorporate the general public in emergency response activities. By incorporating VGI in emergency management, official agencies and the general public gain better situational awareness in emergency management.