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Author: Zhenlong Li Publisher: Routledge ISBN: 1000261530 Category : Social Science Languages : en Pages : 233
Book Description
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.
Author: Zhenlong Li Publisher: Routledge ISBN: 1000261530 Category : Social Science Languages : en Pages : 233
Book Description
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.
Author: Rajendra Akerkar Publisher: Springer Nature ISBN: 3030480992 Category : Computers Languages : en Pages : 194
Book Description
This contributed volume discusses essential topics and the fundamentals for Big Data Emergency Management and primarily focusses on the application of Big Data for Emergency Management. It walks the reader through the state of the art, in different facets of the big disaster data field. This includes many elements that are important for these technologies to have real-world impact. This book brings together different computational techniques from: machine learning, communication network analysis, natural language processing, knowledge graphs, data mining, and information visualization, aiming at methods that are typically used for processing big emergency data. This book also provides authoritative insights and highlights valuable lessons by distinguished authors, who are leaders in this field. Emergencies are severe, large-scale, non-routine events that disrupt the normal functioning of a community or a society, causing widespread and overwhelming losses and impacts. Emergency Management is the process of planning and taking actions to minimize the social and physical impact of emergencies and reduces the community’s vulnerability to the consequences of emergencies. Information exchange before, during and after the disaster periods can greatly reduce the losses caused by the emergency. This allows people to make better use of the available resources, such as relief materials and medical supplies. It also provides a channel through which reports on casualties and losses in each affected area, can be delivered expeditiously. Big Data-Driven Emergency Management refers to applying advanced data collection and analysis technologies to achieve more effective and responsive decision-making during emergencies. Researchers, engineers and computer scientists working in Big Data Emergency Management, who need to deal with large and complex sets of data will want to purchase this book. Advanced-level students interested in data-driven emergency/crisis/disaster management will also want to purchase this book as a study guide.
Author: Douglas Paton Publisher: Charles C Thomas Publisher ISBN: 0398091692 Category : Biography & Autobiography Languages : en Pages : 439
Book Description
Events such as the 2004 Indian Ocean Tsunami, Hurricane Katrina in 2005 and the Japanese earthquakes and tsunamis in 2011 have provided unfortunate reminders of the susceptibility of many communities to devastating losses from natural hazards. These events provided graphic illustrations of how extreme hazard events adversely impact on people, affect communities and disrupt the community and societal mechanisms that serve to organize and sustain community capacities and functions. However, there is much that communities can do to mitigate their risk and manage disaster consequences. The construct that epitomizes how this is done is resilience. The contents of this volume provide valuable insights into how societal resilience can be developed and sustained. This considerably expanded new edition presents major topics of: Coexisting with Natural Hazards; Urban Resilience in Asia; Lifelines and Urban Resilience; Business Continuity in Disaster; Hazard Mitigation in Communities; Hazard Readiness and Resilience; Child Citizenship in Disaster Risk; Old Age and Resilience; Gender and Disaster Resilience; Impact of High Functionality on Resilience; Art and Resilience; Cross-Cultural Perspectives and Coping with Hazards; Religious Practices and Resilience; Living in Harmony with our Environment; Critical Incidence Response; Governance; Heat Wave Resilience; Wildfire Disaster Resilience; and Progress and Challenges to Disaster Risk Reduction and Resilience. This exceptional book brings together contributions from international experts in core areas and includes chapters that provide and overarching framework within which the need for interrelationships between levels to be developed is discussed. The book will be an outstanding resource for those researching or teaching courses in emergency management, disaster management, community development, environmental planning and urban development. In addition, it will serve law enforcement and emergency agencies, welfare agencies, and professionals in applied psychology.
Author: Zhenlong Li Publisher: Routledge ISBN: 1000261492 Category : Social Science Languages : en Pages : 205
Book Description
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.
Author: Connie M. White Publisher: CRC Press ISBN: 1439853495 Category : Computers Languages : en Pages : 336
Book Description
Although recent global disasters have clearly demonstrated the power of social media to communicate critical information in real-time, its true potential has yet to be unleashed. Social Media, Crisis Communication, and Emergency Management: Leveraging Web 2.0 Technologies teaches emergency management professionals how to use social media to improve emergency planning, preparedness, and response capabilities. It provides a set of guidelines and safe practices for using social media effectively across a range of emergency management applications. Explaining how emergency management agencies can take advantage of the extended reach these technologies offer, the book supplies cutting-edge methods for leveraging these technologies to manage information more efficiently, reduce information overload, inform the public, and ultimately save lives. Filled with real-world examples and case studies, it is an ideal self-study resource. Its easy-to-navigate structure and numerous exercises also make it suitable for courses at both the undergraduate and graduate levels. From crowdsourcing and digital volunteers to mapping and collective intelligence, Social Media, Crisis Communication, and Emergency Management: Leveraging Web 2.0 Technologies facilitates a clear understanding of the essential principles of social media. Each chapter includes an example of a local-level practitioner, organization, or agency using social media that demonstrates the transformative power of social media in the real world. The book also includes numerous exercises that supply readers with models for building their own social media sites and groups—making it a must-read for anyone who wants to learn more about the communication and information structures supported by social media. Visit the author’s homepage: http://sites.google.com/site/conniemwhite/Home
Author: Tener Goodwin Veenema, PhD, MPH, MS, CPNP, FAAN Publisher: Springer Publishing Company ISBN: 0826108652 Category : Medical Languages : en Pages : 803
Book Description
The new edition of this AJN Book of the Year continues to provide nurses with the most comprehensive, current, and reliable information available so they can develop the skills to efficiently and effectively respond to disasters or public health emergencies. Meticulously researched and reviewed by the worldís foremost experts in preparedness for terrorism, natural disasters, and other unanticipated health emergencies, the text has been revised and updated with significant new content, including 10 new chapters and a digital adjunct teacher's guide with exercises and critical thinking questions. This new edition has strengthened its pediatric focus with updated and expanded chapters on caring for children's physical, mental, and behavioral health following a disaster. New chapters address climate change, global complex human emergencies, caring for patients with HIV/AIDS following a disaster, information technology and disaster response, and hospital and emergency department preparedness. The text provides a vast amount of evidence-based information on disaster planning and response for natural and environmental disasters and those caused by chemical, biological, and radiological elements, as well as disaster recovery. It also addresses leadership, management, and policy issues in disaster nursing and deepens our understanding of the importance of protecting mental health throughout the disaster life cycle. Each chapter is clearly formatted and includes Key Messages and Learning Objectives. Appendices present diagnosis and treatment regimens, creating personal disaster plans, a damage assessment guide, a glossary of terms, and more. Consistent with the Federal Disaster Response Framework, the book promotes competency-based expert nursing care during disasters and positive health outcomes for small and large populations. Key Features: Provides 10 new chapters and new content throughout the text Includes digital teacherís guide with exercises and critical thinking questions Consistent with current U.S. federal guidelines for disaster response Disseminates state-of-the-science, evidence-based information New Chapters: Management of the Pregnant Woman and Newborn During Disasters Management of Patients With HIV/AIDS During Disasters Disaster Nursing in Schools and Other Child Congregate Care Settings Global Complex Human Emergencies Climate Change and the Role of the Nurse in Policy and Practice Human Services Needs Following Disaster Events and Disaster Case Management Hospital and Emergency Department Preparedness National Nurse Preparedness: Achieving Competency-Based Expert Practice Medical Countermeasures Dispensing
Author: Institute of Medicine Publisher: National Academies Press ISBN: 0309316227 Category : Medical Languages : en Pages : 532
Book Description
In the devastation that follows a major disaster, there is a need for multiple sectors to unite and devote new resources to support the rebuilding of infrastructure, the provision of health and social services, the restoration of care delivery systems, and other critical recovery needs. In some cases, billions of dollars from public, private and charitable sources are invested to help communities recover. National rhetoric often characterizes these efforts as a "return to normal." But for many American communities, pre-disaster conditions are far from optimal. Large segments of the U.S. population suffer from preventable health problems, experience inequitable access to services, and rely on overburdened health systems. A return to pre-event conditions in such cases may be short-sighted given the high costs - both economic and social - of poor health. Instead, it is important to understand that the disaster recovery process offers a series of unique and valuable opportunities to improve on the status quo. Capitalizing on these opportunities can advance the long-term health, resilience, and sustainability of communities - thereby better preparing them for future challenges. Healthy, Resilient, and Sustainable Communities After Disasters identifies and recommends recovery practices and novel programs most likely to impact overall community public health and contribute to resiliency for future incidents. This book makes the case that disaster recovery should be guided by a healthy community vision, where health considerations are integrated into all aspects of recovery planning before and after a disaster, and funding streams are leveraged in a coordinated manner and applied to health improvement priorities in order to meet human recovery needs and create healthy built and natural environments. The conceptual framework presented in Healthy, Resilient, and Sustainable Communities After Disasters lays the groundwork to achieve this goal and provides operational guidance for multiple sectors involved in community planning and disaster recovery. Healthy, Resilient, and Sustainable Communities After Disasters calls for actions at multiple levels to facilitate recovery strategies that optimize community health. With a shared healthy community vision, strategic planning that prioritizes health, and coordinated implementation, disaster recovery can result in a communities that are healthier, more livable places for current and future generations to grow and thrive - communities that are better prepared for future adversities.
Author: Jane Bullock Publisher: Butterworth-Heinemann ISBN: 0128030658 Category : Science Languages : en Pages : 519
Book Description
Introduction to Emergency Management sets the standard for excellence in the field and has educated a generation of emergency managers. Haddow, Bullock, and Coppola return for the sixth edition with an emphasis on climate change as a major hazard. Fully updated throughout for new regulations and workflows, with new case studies covering the latest in best practices, this classic textbook prepares students for the challenges of a career in emergency management. - Expanded information on disaster recovery coordination structures - Emphasis on climate change as a key hazard faced by disaster managers - Coverage of social media as critical tool in emergency management - Fully updated throughout for the latest regulations and workflows - New examples and case studies throughout - Updated ancillaries to keep course instruction fresh
Author: Zhenlong Li
Author: Zhenlong Li
Author: Rajendra Akerkar
Author: Douglas Paton
Author: Zhenlong Li
Author: Connie M. White
Author: Nina Dobrinkova
Author: United States. Congress. House. Committee on Homeland Security
Author: Tener Goodwin Veenema, PhD, MPH, MS, CPNP, FAAN
Author: Institute of Medicine
Author: Jane Bullock