Author: Faming Huang
Publisher: Frontiers Media SA
ISBN: 2832531024
Category : Science
Languages : en
Pages : 527

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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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Author: W. Lacerda
Publisher: CRC Press
ISBN: 1482262886
Category : Technology & Engineering
Languages : en
Pages : 1764

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These volumes comprise the Proceedings of the Ninth International Symposium on Landslides, held in Rio de Janeiro, Brazil, from June 28 to July 2, 2004.A wealth of the latest information on all aspects of landslide hazard, encompassing geological modelling and soil and rock mechanics, landslide processes, causes and effects, and damage avoidance and limitation strategies.

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Publisher:
ISBN:
Category : Aeronautics
Languages : en
Pages : 1038

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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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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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Author:
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ISBN:
Category : Science
Languages : en
Pages : 1342

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