Spatial Modelling And Failure Analysis Of Natural And Engineering Disasters Through Data Based Methods
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Spatial Modelling And Failure Analysis Of Natural And Engineering Disasters Through Data Based Methods Volume Iii
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Author : Faming Huang
language : en
Publisher: Frontiers Media SA
Release Date : 2024-09-12
Spatial Modelling And Failure Analysis Of Natural And Engineering Disasters Through Data Based Methods Volume Iii written by Faming Huang and has been published by Frontiers Media SA this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-09-12 with Science categories.
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
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Author : Faming Huang
language : en
Publisher: Frontiers Media SA
Release Date : 2022-10-07
Spatial Modelling And Failure Analysis Of Natural And Engineering Disasters Through Data Based Methods written by Faming Huang and has been published by Frontiers Media SA this book supported file pdf, txt, epub, kindle and other format this book has been release on 2022-10-07 with Science categories.
Spatial Modelling And Failure Analysis Of Natural And Engineering Disasters Through Data Based Methods Volume Ii
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Author : Faming Huang
language : en
Publisher: Frontiers Media SA
Release Date : 2023-08-01
Spatial Modelling And Failure Analysis Of Natural And Engineering Disasters Through Data Based Methods Volume Ii written by Faming Huang and has been published by Frontiers Media SA this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-08-01 with Science categories.
Landslides Evaluation And Stabilization Glissement De Terrain Evaluation Et Stabilisation Set Of 2 Volumes
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Author : W. Lacerda
language : en
Publisher: CRC Press
Release Date : 2004-06-15
Landslides Evaluation And Stabilization Glissement De Terrain Evaluation Et Stabilisation Set Of 2 Volumes written by W. Lacerda and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2004-06-15 with Technology & Engineering categories.
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.
Frontiers Of Rock Mechanics And Sustainable Development In The 21st Century
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Author : Wang Sijing
language : en
Publisher: CRC Press
Release Date : 2020-12-17
Frontiers Of Rock Mechanics And Sustainable Development In The 21st Century written by Wang Sijing and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2020-12-17 with Business & Economics categories.
These proceedings contain the scientific contributions presented at the 2nd Asian Rock Mechanics Symposium (ISRM 2001 - 2nd ARMS). The theme of the symposium was "Frontiers of Rock Mechanics and Sustainable Development in the 21st Century".
Probabilistic Methods In Geotechnical Engineering
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Author : K.S. Li
language : en
Publisher: CRC Press
Release Date : 2020-08-19
Probabilistic Methods In Geotechnical Engineering written by K.S. Li and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2020-08-19 with Technology & Engineering categories.
The proceedings of this conference contain keynote addresses on recent developments in geotechnical reliability and limit state design in geotechnics. It also contains invited lectures on such topics as modelling of soil variability, simulation of random fields and probability of rock joints. Contents: Keynote addresses on recent development on geotechnical reliability and limit state design in geotechnics, and invited lectures on modelling of soil variability, simulation of random field, probabilistic of rock joints, and probabilistic design of foundations and slopes. Other papers on analytical techniques in geotechnical reliability, modelling of soil properties, and probabilistic analysis of slopes, embankments and foundations.
Handbook Of Hydroinformatics
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Author : Saeid Eslamian
language : en
Publisher: Elsevier
Release Date : 2022-12-06
Handbook Of Hydroinformatics written by Saeid Eslamian and has been published by Elsevier this book supported file pdf, txt, epub, kindle and other format this book has been release on 2022-12-06 with Science categories.
Handbook of HydroInformatics Volume III: Water Data Management Best Practices presents the latest and most updated data processing techniques that are fundamental to Water Science and Engineering disciplines. These include a wide range of the new methods that are used in hydro-modeling such as Atmospheric Teleconnection Pattern, CONUS-Scale Hydrologic Modeling, Copula Function, Decision Support System, Downscaling Methods, Dynamic System Modeling, Economic Impacts and Models, Geostatistics and Geospatial Frameworks, Hydrologic Similarity Indices, Hydropower/Renewable Energy Models, Sediment Transport Dynamics Advanced Models, Social Data Mining, and Wavelet Transforms. This volume is an example of true interdisciplinary work. The audience includes postgraduates and above interested in Water Science, Geotechnical Engineering, Soil Science, Civil Engineering, Chemical Engineering, Computer Engineering, Engineering, Applied Science, Earth and Geoscience, Atmospheric Science, Geography, Environment Science, Natural Resources, Mathematical Science, and Social Sciences. It is a fully comprehensive handbook which provides all the information needed related to the best practices for managing water data. - Contributions from global experts in the fields of data management research, climate change and resilience, insufficient data problem, etc. - Thorough applied examples and case studies in each chapter, providing the reader with real world scenarios for comparison. - Includes a wide range of new methods that are used in hydro-modeling, with step-by-step guides on how to use them.
The 1995 Goddard Conference On Space Applications Of Artificial Intelligence And Emerging Information Technologies
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Author : Carl F. Hostetter
language : en
Publisher:
Release Date : 1995
The 1995 Goddard Conference On Space Applications Of Artificial Intelligence And Emerging Information Technologies written by Carl F. Hostetter and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1995 with categories.
Landslides And Engineered Slopes From The Past To The Future Two Volumes Cd Rom
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Author : Zuyu Chen
language : en
Publisher: CRC Press
Release Date : 2008-06-11
Landslides And Engineered Slopes From The Past To The Future Two Volumes Cd Rom written by Zuyu Chen and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2008-06-11 with Business & Economics categories.
270 Expert contributions on aspects of landslide hazards, encompassing geological modeling and soil and rock mechanics, landslide processes, causes and effects, and damage avoidance and limitation strategies. Reference source for academics and professionals in geo-mechanical and geo-technical engineering, and others involved with research, des
Integrating Disaster Science And Management
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Author : Pijush Samui
language : en
Publisher: Elsevier
Release Date : 2018-05-04
Integrating Disaster Science And Management written by Pijush Samui and has been published by Elsevier this book supported file pdf, txt, epub, kindle and other format this book has been release on 2018-05-04 with Science categories.
Integrated Disaster Science and Management: Global Case Studies in Mitigation and Recovery bridges the gap between scientific research on natural disasters and the practice of disaster management. It examines natural hazards, including earthquakes, landslides and tsunamis, and uses integrated disaster management techniques, quantitative methods and big data analytics to create early warning models to mitigate impacts of these hazards and reduce the risk of disaster. It also looks at mitigation as part of the recovery process after a disaster, as in the case of the Nepal earthquake. Edited by global experts in disaster management and engineering, the book offers case studies that focus on the critical phases of disaster management. - Identifies advanced techniques and models based on natural disaster science for forecasting disasters and analyzing risk - Offers a holistic approach to the problem of disaster management, including preparation, recovery, and resilience - Includes coverage of social, economic, and environmental impacts on disasters