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Spatial Modelling and Failure Analysis of Natural and Engineering Disasters through Data-based Methods - Volume II

2023-08-01 Science
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Release : 2023-08-01
Genre : Science
Kind : eBook
Book Rating : 024/5 ( reviews)

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Book Synopsis Spatial Modelling and Failure Analysis of Natural and Engineering Disasters through Data-based Methods - Volume II by : Faming Huang

Download or read book Spatial Modelling and Failure Analysis of Natural and Engineering Disasters through Data-based Methods - Volume II written by Faming Huang. This book was released on 2023-08-01. Available in PDF, EPUB and Kindle. Book excerpt:

Spatial Modelling and Failure Analysis of Natural and Engineering Disasters through Data-Based Methods,volume III

2024-09-12 Science
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Release : 2024-09-12
Genre : Science
Kind : eBook
Book Rating : 237/5 ( reviews)

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Book Synopsis Spatial Modelling and Failure Analysis of Natural and Engineering Disasters through Data-Based Methods,volume III by : Faming Huang

Download or read book Spatial Modelling and Failure Analysis of Natural and Engineering Disasters through Data-Based Methods,volume III written by Faming Huang. This book was released on 2024-09-12. Available in PDF, EPUB and Kindle. Book excerpt: 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.

Spatial Modelling and Failure Analysis of Natural and Engineering Disasters through Data-based Methods

2022-10-07 Science
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Release : 2022-10-07
Genre : Science
Kind : eBook
Book Rating : 77X/5 ( reviews)

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Book Synopsis Spatial Modelling and Failure Analysis of Natural and Engineering Disasters through Data-based Methods by : Faming Huang

Download or read book Spatial Modelling and Failure Analysis of Natural and Engineering Disasters through Data-based Methods written by Faming Huang. This book was released on 2022-10-07. Available in PDF, EPUB and Kindle. Book excerpt:

Natural Hazards GIS-Based Spatial Modeling Using Data Mining Techniques

2018-12-13 Nature
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Release : 2018-12-13
Genre : Nature
Kind : eBook
Book Rating : 834/5 ( reviews)

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Book Synopsis Natural Hazards GIS-Based Spatial Modeling Using Data Mining Techniques by : Hamid Reza Pourghasemi

Download or read book Natural Hazards GIS-Based Spatial Modeling Using Data Mining Techniques written by Hamid Reza Pourghasemi. This book was released on 2018-12-13. Available in PDF, EPUB and Kindle. Book excerpt: This edited volume assesses capabilities of data mining algorithms for spatial modeling of natural hazards in different countries based on a collection of essays written by experts in the field. The book is organized on different hazards including landslides, flood, forest fire, land subsidence, earthquake, and gully erosion. Chapters were peer-reviewed by recognized scholars in the field of natural hazards research. Each chapter provides an overview on the topic, methods applied, and discusses examples used. The concepts and methods are explained at a level that allows undergraduates to understand and other readers learn through examples. This edited volume is shaped and structured to provide the reader with a comprehensive overview of all covered topics. It serves as a reference for researchers from different fields including land surveying, remote sensing, cartography, GIS, geophysics, geology, natural resources, and geography. It also serves as a guide for researchers, students, organizations, and decision makers active in land use planning and hazard management.

Modeling Spatial and Economic Impacts of Disasters

2013-06-29 Business & Economics
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Release : 2013-06-29
Genre : Business & Economics
Kind : eBook
Book Rating : 874/5 ( reviews)

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Book Synopsis Modeling Spatial and Economic Impacts of Disasters by : Yasuhide Okuyama

Download or read book Modeling Spatial and Economic Impacts of Disasters written by Yasuhide Okuyama. This book was released on 2013-06-29. Available in PDF, EPUB and Kindle. Book excerpt: This volume is dedicated to the memory of Barclay G. Jones, Professor of City and Regional Planning and Regional Science at Cornell University. Over a decade ago, Barclay took on a fledgling area of study - economic modeling of disasters - and nurtured its early development. He served as the social science program director at the National Center for Earthquake Engineering Research (NCEER), a university consortium sponsored by the National Science Foundation and the Federal Emergency Management Agency of the United States. In this capacity, Barclay shepherded and attracted a number of regional scientists to the study of disasters. He organized a conference, held in the ill-fated World Trade Center in September 1995, on "The Economic Consequences of Earthquakes: Preparing for the Unexpected. " He persistently advocated the importance of social science research in an establishment dominated by less-than-sympathetic natural scientists and engineers. In 1993, Barclay organized the first of a series of sessions on "Measuring Regional Economic Effects of Unscheduled Events" at the North American Meetings of the Regional Science Association International (RSAI). This unusual nomenclature brought attention to the challenge that disasters -largely unanticipated, often sudden, and always disorderly - pose to the regional science modeling tradition. The sessions provided an annual forum for a growing coalition of researchers, where previously the literature had been fragmentary, scattered, and episodic. Since Barclay's unexpected passing in 1997, we have continued this effort in his tradition.

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