Spatial Modelling and Failure Analysis of Natural and Engineering Disasters through Data-based Methods - Volume II PDF Download
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Author: Faming Huang
Publisher: Frontiers Media SA
ISBN: 2832531024
Category : Science
Languages : en
Pages : 527
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Book Description
Author: Faming Huang
Publisher: Frontiers Media SA
ISBN: 2832531024
Category : Science
Languages : en
Pages : 527
Get Book Here
Book Description
Author: Faming Huang
Publisher: Frontiers Media SA
ISBN: 2832554237
Category : Science
Languages : en
Pages : 243
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Book Description
This Research Topic is Volume III of a series. The previous volume can be found here: Spatial Modelling and Failure Analysis of Natural and Engineering Disasters through Data-based Methods - Volume II and Spatial Modelling and Failure Analysis of Natural and Engineering Disasters through Data-based Methods Natural and engineering disasters, which include landslides, rock fall, rainstorm, dam failure, floods, earthquakes, road and building disasters and wildfires, appear as results of the progressive or extreme evolution of climatic, tectonic and geomorphological processes and human engineering activities. It is significant to explore the failure mechanism and carry out spatial modeling of these engineering and natural disasters due to their serious harm to the safety of people's lives and property. The data-based methods, including advanced and successful remote sensing, geographic information systems, machine learning and numerical simulation techniques methods, are promising tools to analyze these complex disasters. Machine Learning models such as neurofuzzy logic, decision tree, artificial neural network, deep learning and evolutionary algorithms are characterized by their abilities to produce knowledge and discover hidden and unknown patterns and trends from large databases, whereas remote sensing and Geographic Information Systems appear as significant technology equipped with tools for data manipulation and advanced mathematical modeling. What is more, the numerical simulation can also be acknowledged as advanced technologies for discovering hidden failure mechanism of disasters. The main objective of this Research Topic is to provide a scientific forum for advancing the successful implementation of Machine Learning (ML) and numerical simulation techniques in operation rules, failure mechanism, spatial and time series prediction, susceptibility mapping, hazard assessment, vulnerability modeling, risk assessment and early warning of complex natural and engineering disasters.
Author: Faming Huang
Publisher: Frontiers Media SA
ISBN: 283250177X
Category : Science
Languages : en
Pages : 541
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Book Description
Author: Fausto Pedro García Márquez
Publisher: BoD – Books on Demand
ISBN: 1789232589
Category : Technology & Engineering
Languages : en
Pages : 236
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Book Description
The new technology and system communication advances are being employed in any system, being more complex. The system dependability considers the technical complexity, size, and interdependency of the system. The stochastic characteristic together with the complexity of the systems as dependability requires to be under control the Reliability, Availability, Maintainability, and Safety (RAMS). The dependability contemplates, therefore, the faults/failures, downtimes, stoppages, worker errors, etc. Dependability also refers to emergent properties, i.e., properties generated indirectly from other systems by the system analyzed. Dependability, understood as general description of system performance, requires advanced analytics that are considered in this book. Dependability management and engineering are covered with case studies and best practices. The diversity of the issues will be covered from algorithms, mathematical models, and software engineering, by design methodologies and technical or practical solutions. This book intends to provide the reader with a comprehensive overview of the current state of the art, case studies, hardware and software solutions, analytics, and data science in dependability engineering.
Author:
Publisher:
ISBN:
Category : Aeronautics
Languages : en
Pages : 1038
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Book Description
Author: Debarati Guha-Sapir
Publisher: Oxford University Press
ISBN: 0199841934
Category : Business & Economics
Languages : en
Pages : 341
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Book Description
This work combines research and empirical evidence on the economic costs of disasters with theoretical approaches. It provides new insights on how to assess and manage the costs and impacts of disaster prevention, mitigation, recovery and adaption, and much more.
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ISBN:
Category : Buildings
Languages : en
Pages : 658
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Author:
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ISBN:
Category : Dissertations, Academic
Languages : en
Pages : 372
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Book Description
Theses on any subject submitted by the academic libraries in the UK and Ireland.
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ISBN:
Category : Airplanes
Languages : en
Pages : 666
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Book Description
Author:
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ISBN:
Category : Science
Languages : en
Pages : 1342
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Book Description
