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Predicting Disasters
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Book Synopsis A Safer Future by : National Research Council
Download or read book A Safer Future written by National Research Council and published by National Academies Press. This book was released on 1991-02-01 with total page 85 pages. Available in PDF, EPUB and Kindle. Book excerpt: Initial priorities for U.S. participation in the International Decade for Natural Disaster Reduction, declared by the United Nations, are contained in this volume. It focuses on seven issues: hazard and risk assessment; awareness and education; mitigation; preparedness for emergency response; recovery and reconstruction; prediction and warning; learning from disasters; and U.S. participation internationally. The committee presents its philosophy of calls for broad public and private participation to reduce the toll of disasters.
Book Synopsis Predicting Natural Disasters With AI and Machine Learning by : Satishkumar, D.
Download or read book Predicting Natural Disasters With AI and Machine Learning written by Satishkumar, D. and published by IGI Global. This book was released on 2024-02-16 with total page 360 pages. Available in PDF, EPUB and Kindle. Book excerpt: In a world where the relentless force of natural and man-made disasters threatens societies, the need for effective disaster management has never been more critical. Predicting Natural Disasters With AI and Machine Learning addresses the challenges of disasters and charts a path toward proactive solutions by applying artificial intelligence (AI) and machine learning (ML). This book begins by interpreting the nature of disasters, clearly distinguishing between natural and man-made hazards. It delves into the intricacies of disaster risk reduction (DRR), emphasizing the human contribution to most disasters. Recognizing the necessity for a multifaceted approach, the book advocates the four ‘R’s - Risk Mitigation, Response Readiness, Response Execution, and Recovery - as integral components of comprehensive disaster management. This book explores various AI and ML applications designed to predict, manage, and mitigate the impact of natural disasters, focusing on natural language processing, and early warning systems. The contrast between weak AI, simulating human intelligence for specific tasks, and strong AI, capable of autonomous problem-solving, is thoroughly examined in the context of disaster management. Its chapters systematically address critical issues, including real-world data handling, challenges related to data accessibility, completeness, security, privacy, and ethical considerations.
Download or read book Megadisasters written by Florin Diacu and published by Princeton University Press. This book was released on 2010 with total page 214 pages. Available in PDF, EPUB and Kindle. Book excerpt: The history and science behind efforts to predict major disasters, from tsunamis to stock market crashes Can we predict cataclysmic disasters such as earthquakes, volcanic eruptions, or stock market crashes? The Indian Ocean tsunami of 2004 claimed more than 200,000 lives. Hurricane Katrina killed over 1,800 people and devastated the city of New Orleans. The recent global financial crisis has cost corporations and ordinary people around the world billions of dollars. Megadisasters is a book that asks why catastrophes such as these catch us by surprise, and reveals the history and groundbreaking science behind efforts to forecast major disasters and minimize their destruction. Each chapter of this exciting and eye-opening book explores a particular type of cataclysmic event and the research surrounding it, including earthquakes, tsunamis, volcanic eruptions, hurricanes, rapid climate change, collisions with asteroids or comets, pandemics, and financial crashes. Florin Diacu tells the harrowing true stories of people impacted by these terrible events, and of the scientists racing against time to predict when the next big disaster will strike. He describes the mathematical models that are so critical to understanding the laws of nature and foretelling potentially lethal phenomena, the history of modeling and its prospects for success in the future, and the enormous challenges to scientific prediction posed by the chaos phenomenon, which is the high instability that underlies many processes around us. Yielding new insights into the perils that can touch every one of us, Megadisasters shows how the science of predicting disasters holds the promise of a safer and brighter tomorrow.
Book Synopsis Volcanic Hazards, Risks and Disasters by : Paolo Papale
Download or read book Volcanic Hazards, Risks and Disasters written by Paolo Papale and published by Academic Press. This book was released on 2014-10-29 with total page 532 pages. Available in PDF, EPUB and Kindle. Book excerpt: Volcanic Hazards, Risks, and Disasters provides you with the latest scientific developments in volcano and volcanic research, including causality, impacts, preparedness, risk analysis, planning, response, recovery, and the economics of loss and remediation. It takes a geoscientific approach to the topic while integrating the social and economic issues related to volcanoes and volcanic hazards and disasters. Throughout the book case studies are presented of historically relevant volcanic and seismic hazards and disasters as well as recent catastrophes, such as Chile’s Puyehue volcano eruption in June 2011. Puts the expertise of top volcanologists, seismologists, geologists, and geophysicists selected by a world-renowned editorial board at your fingertips Presents you with the latest research—including case studies of prominent volcanoes and volcanic hazards and disasters—on causality, economic impacts, fatality rates, and earthquake preparedness and mitigation Numerous tables, maps, diagrams, illustrations, photographs, and video captures of hazardous processes support you in grasping key concepts
Book Synopsis Large-Scale Disasters by : Mohamed Gad-el-Hak
Download or read book Large-Scale Disasters written by Mohamed Gad-el-Hak and published by Cambridge University Press. This book was released on 2008-06-23 with total page 569 pages. Available in PDF, EPUB and Kindle. Book excerpt: 'Extreme' events - including climatic events, such as hurricanes, tornadoes, drought - can cause massive disruption to society, including large death tolls and property damage in the billions of dollars. Events in recent years have shown the importance of being prepared and that countries need to work together to help alleviate the resulting pain and suffering. This volume presents an integrated review of the broad research field of large-scale disasters. It establishes a common framework for predicting, controlling and managing both manmade and natural disasters. There is a particular focus on events caused by weather and climate change. Other topics include air pollution, tsunamis, disaster modeling, the use of remote sensing and the logistics of disaster management. It will appeal to scientists, engineers, first responders and health-care professionals, in addition to graduate students and researchers who have an interest in the prediction, prevention or mitigation of large-scale disasters.
Book Synopsis Predicting Disasters by : Kerry Smith
Download or read book Predicting Disasters written by Kerry Smith and published by University of Pennsylvania Press. This book was released on 2024-02-27 with total page 377 pages. Available in PDF, EPUB and Kindle. Book excerpt: Japan is a place where powerful earthquakes have occurred more frequently and have caused more harm in the modern era than they have in all but a handful of other locations on the planet. In the twentieth century alone, earthquake disasters in Japan took almost as many lives as they had in all of the country’s recorded history up to that point. Predicting Disasters is the first English-language book to explore how scientists convinced policy makers and the public in postwar Japan that catastrophic earthquakes were coming, and the first to show why earthquake prediction has played such a central role in Japan’s efforts to prepare for a dangerous future ever since. Kerry Smith shows how, in the twentieth century, scientists struggled to make large-scale earthquake disasters legible to the public and to policy makers as significant threats to Japan’s future and as phenomena that could be anticipated and prepared for. Smith also explains why understanding those struggles matters. Disasters, Smith contends, belong alongside more familiar topics of analysis in modern Japanese history—such as economic growth and its impacts, political crises and popular protest, and even the legacies of the war—for the work they do in helping us better understand how the past has influenced beliefs about Japan’s possible futures, and how beliefs about the future shape the present. Predicting Disasters makes relevant elements of Japan’s past more accessible to readers interested in the histories of disaster and scientific communities, as well as to those who want to gain a better understanding of the risk and uncertainty surrounding natural phenomena.
Book Synopsis Irregularities and Prediction of Major Disasters by : Yi Lin
Download or read book Irregularities and Prediction of Major Disasters written by Yi Lin and published by CRC Press. This book was released on 2010-03-18 with total page 630 pages. Available in PDF, EPUB and Kindle. Book excerpt: Although scientists have effectively employed the concepts of probability to address the complex problem of prediction, modern science still falls short in establishing true predictions with meaningful lead times of zero-probability major disasters. The recent earthquakes in Haiti, Chile, and China are tragic reminders of the critical need for
Book Synopsis Global Healthcare Disasters by : Adarsh Garg
Download or read book Global Healthcare Disasters written by Adarsh Garg and published by CRC Press. This book was released on 2022-08-04 with total page 207 pages. Available in PDF, EPUB and Kindle. Book excerpt: The recent COVID-19 global pandemic exemplifies the need for efficient, reliable, and real-time tools and technology for forecasting and predicting healthcare disasters as well as for helping to restrict the subsequent spread and fatality of deadly diseases. This new book discusses many of the innovative and state-of-the-art tools and technology that can help meet the challenges of predicting such disasters. The chapters offer a plethora of useful information for designing healthcare disaster management systems that can be dynamically configurable with implementation of today’s modern technology, such as cloud computing, artificial intelligence, IoT, data analytics, and machine learning. These can increase effectiveness in remote sensing technologies, data analytics, data storage, communication networks, geographic information system (GIS), and global positioning System (GPS), to name a few. This book discusses mathematical models using graph-based approaches for analyzing dynamic, heterogeneous, and unstructured data for applications in epidemiology. The authors also address the use of mobile applications for communication efforts and remote monitoring for gauging health and the effectiveness of preventive healthcare measures. The chapters discuss influencing factors that directly or indirectly target public health infrastructure that can lead to or exacerbate global health crises, such as extreme climate changes, refugee health crises, terrorism and cyberterrorism, and technology-related incidents. The book further looks at efficient methods to analyze disasters and how to deliver healthcare in areas of conflict and crisis. This important volume, Global Healthcare Disasters: Predicting the Unpredictable with Emerging Technologies, provides a bounty of useful information for health professionals, academicians, researchers, governmental agencies, and policymakers across the world to predict, mitigate, and manage global health disaster with emerging technologies.
Book Synopsis Prediction and Perception of Natural Hazards by : J. Nemec
Download or read book Prediction and Perception of Natural Hazards written by J. Nemec and published by Springer Science & Business Media. This book was released on 2013-06-29 with total page 212 pages. Available in PDF, EPUB and Kindle. Book excerpt: This collection of articles provides a unique overview of the state of the science in the prediction of and response to natural disaster events. The uniqueness of this volume is that it comprises more than just the physical science perspective. For each natural hazard included in this text, social scientists have provided research summaries of how public perceptions are related to the actions that are likely to be undertaken when people are confronted with information about the existence of a natural hazard threat. In this book the reader can find a truly international characterization of both hazard perception and prediction. The American and European contributors provide state-of-the-science overviews of empirically-based research knowledge that expands beyond any national boundaries. This approach has resulted in broader understanding of what is currently known about predicting natural hazard events and predicting how those events, or warnings of them, will be responded to by different types of societies.
Book Synopsis Natural Disasters, When Will They Reach Me? by : Isuri Wijesundera
Download or read book Natural Disasters, When Will They Reach Me? written by Isuri Wijesundera and published by Springer. This book was released on 2016-05-16 with total page 143 pages. Available in PDF, EPUB and Kindle. Book excerpt: The expected time of impact, also known as the mean first passage time (MFPT) to reach failure, is a critical metric in the management of natural disasters. The complexity of the dynamics governing natural disasters lead to stochastic behaviour. This book shows that state transitions of many such systems translate into random walks on their respective state spaces, biased and shaped by environmental inhomogeneity. Thus the probabilistic treatment of those random walks gives valuable insights of expected behaviour. A comprehensive case study of predicting cyclone induced flood is followed by a discussion of generic methods that predict MFPT addressing directional bias. This is followed by discussing MFPT prediction methods in systems showing network inhomogeneity. All presented methods are illustrated using real datasets of natural disasters. The book ends with a short discussion of possible future research areas introducing the problem of predicting MFPT for bush-fire propagation.
Book Synopsis The Million Death Quake by : Roger Musson
Download or read book The Million Death Quake written by Roger Musson and published by Macmillan. This book was released on 2012-10-16 with total page 271 pages. Available in PDF, EPUB and Kindle. Book excerpt: One of the world's leading seismologists looks at the dangers of megaquakes, and explains where they'll next strike, why they're becoming more lethal, and what science and engineering are doing to save lives.
Book Synopsis Remote Sensing and GIS Technologies for Monitoring and Prediction of Disasters by : Shailesh Nayak
Download or read book Remote Sensing and GIS Technologies for Monitoring and Prediction of Disasters written by Shailesh Nayak and published by Springer Science & Business Media. This book was released on 2008-07-16 with total page 270 pages. Available in PDF, EPUB and Kindle. Book excerpt: Lessons learned in the last several years have given clear indications that the prediction and efficient monitoring of disasters is one of the critical factors in decision-making process. In this respect space-based technologies have the great potential of supplying information in near real time. Earth observation satellites have already demonstrated their flexibility in providing data to a wide range of applications: weather forecasting, person and vehicle tracking, alerting to disaster, forest fire and flood monitoring, oil spills, spread of desertification, monitoring of crop and forestry damages. This book focuses on a wider utilisation of remote sensing in disaster management. The discussed aspects comprise data access/delivery to the users, information extraction and analysis, management of data and its integration with other data sources (airborne and terrestrial imagery, GIS data, etc.), data standardization, organisational and legal aspects of sharing remote sensing information.
Book Synopsis The Heavens Are Falling by : Walter J. Karplus
Download or read book The Heavens Are Falling written by Walter J. Karplus and published by Springer. This book was released on 2013-11-11 with total page 322 pages. Available in PDF, EPUB and Kindle. Book excerpt: Each day we are bombarded with news of a new catastrophe of worldwide proportions promising to obliterate a part, if not all, of humankind. Confronted with these warnings of impending doom, our best defense is to understand how valid--or invalid--these predictions of calamity are. By perceiving these threats in a wise and sagacious way, we can best meet future challenges by not earmarking precious resources for wrong or misleading reasons. Walter Karplus, a professor of computer sciences at UCLA, in his 35 years of experience has made predictions for all kinds of phenomena by generating models and computer simulations. His decades of experience have taught him what we can and cannot predict with any accuracy. Dr. Karplus surveys the most hotly debated catastrophes that many scientists have predicted will imminently endanger the lives of countless people all over the globe. These catastrophes include the depletion of the ozone layer, the Greenhouse Effect, nuclear radiation, acid rain, the AIDS epidemic, the population explosion, another Great Depression, and earthquakes. Drawing on his superb background, he assesses the strengths and weaknesses of arguments propounding the seriousness of these calamities. All the while, he never allows us to lose sight of the profound shortcomings of scientific prediction. In his singularly engaging manner, Dr. Karplus traces the fascinating art of prediction from our earliest ancestors to today. He pronounces at what point prediction, even within science, becomes a black art. He elucidates the problems that computer simulations have in predicting events and goes on to pinpoint when and where these models lapse into the area of pure conjecture. Through reason and wit, Walter Karplus teaches us how to bring a trained eye to the predictions of disaster that unceasingly assault us. The Heavens Are Falling is an illuminating and entertaining work that bestows on us the wisdom to make informed judgments before taking arms against a sea of troubles.
Book Synopsis The Million Death Quake by : Roger Musson
Download or read book The Million Death Quake written by Roger Musson and published by St. Martin's Press. This book was released on 2012-10-16 with total page 271 pages. Available in PDF, EPUB and Kindle. Book excerpt: For centuries, Californians and the Japanese have known that they were at risk of catastrophic earthquakes, and prepared accordingly. But when a violent 7.0 earthquake rocked Haiti in 2010, hardly anyone knew the island nation was even at risk for disaster, and, tragically, no one was prepared. Over 300,000 people died as buildings that had never been designed to withstand such intense shaking toppled over and crushed their inhabitants. Now, scientists warn that it won't be long before a single, catastrophic quake kills one million people - and that it is going to strike right where we least expect it. In this groundbreaking book, renowned seismologist with the British Geological Survey Roger Musson takes us on an exhilarating journey to explore what scientists and engineers are doing to prepare us for the worst. With riveting tales of the scientists who first cracked the mystery of what causes the ground to violently shake, Musson makes plain the powerful geological forces driving earthquakes and tsunamis, and shows how amazing feats of engineering are making our cities earthquake-proof. Highlighting hotspots around the world from Mexico City to New York this is a compelling scientific adventure into nature at its fiercest.
Book Synopsis Internet of Things and AI for Natural Disaster Management and Prediction by : Satishkumar, D.
Download or read book Internet of Things and AI for Natural Disaster Management and Prediction written by Satishkumar, D. and published by IGI Global. This book was released on 2024-03-07 with total page 378 pages. Available in PDF, EPUB and Kindle. Book excerpt: In a world where natural disasters wreak havoc with increasing frequency and severity, the need for accurate prediction and effective management has never been more critical. From earthquakes shattering communities to floods submerging vast regions, these events endanger lives and strain resources and infrastructure to their limits. Yet, amidst this turmoil, traditional forecasting methods often need to catch up, leaving us vulnerable and reactive rather than proactive. This comprehensive academic collection provides a beacon of hope in uncertain circumstances: Internet of Things and AI for Natural Disaster Management and Prediction. By bridging the gap between theory and practice, this book empowers academics, policymakers, and practitioners alike to harness the full potential of machine learning in safeguarding lives and livelihoods.
Author :Intergovernmental Panel on Climate Change Publisher :Cambridge University Press ISBN 13 :1107025060 Total Pages :593 pages Book Rating :4.1/5 (7 download)
Book Synopsis Managing the Risks of Extreme Events and Disasters to Advance Climate Change Adaptation by : Intergovernmental Panel on Climate Change
Download or read book Managing the Risks of Extreme Events and Disasters to Advance Climate Change Adaptation written by Intergovernmental Panel on Climate Change and published by Cambridge University Press. This book was released on 2012-05-28 with total page 593 pages. Available in PDF, EPUB and Kindle. Book excerpt: Extreme weather and climate events, interacting with exposed and vulnerable human and natural systems, can lead to disasters. This Special Report explores the social as well as physical dimensions of weather- and climate-related disasters, considering opportunities for managing risks at local to international scales. SREX was approved and accepted by the Intergovernmental Panel on Climate Change (IPCC) on 18 November 2011 in Kampala, Uganda.
Download or read book Revista Andina written by and published by . This book was released on with total page pages. Available in PDF, EPUB and Kindle. Book excerpt:
