Natural Hazards Gis Based Spatial Modeling Using Data Mining Techniques

Download Natural Hazards Gis Based Spatial Modeling Using Data Mining Techniques full books in PDF, epub, and Kindle. Read online Natural Hazards Gis Based Spatial Modeling Using Data Mining Techniques ebook anywhere anytime directly on your device. Fast Download speed and no annoying ads. We cannot guarantee that every ebooks is available!

Natural Hazards GIS-Based Spatial Modeling Using Data Mining Techniques

Author : Hamid Reza Pourghasemi
Publisher : Springer
ISBN 13 : 3319733834
Total Pages : 296 pages
Book Rating : 4.3/5 (197 download)

DOWNLOAD NOW!

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 and published by Springer. This book was released on 2018-12-13 with total page 296 pages. 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.

Spatial Modeling in GIS and R for Earth and Environmental Sciences

Author : Hamid Reza Pourghasemi
Publisher : Elsevier
ISBN 13 : 0128156953
Total Pages : 798 pages
Book Rating : 4.1/5 (281 download)

DOWNLOAD NOW!

Book Synopsis Spatial Modeling in GIS and R for Earth and Environmental Sciences by : Hamid Reza Pourghasemi

Download or read book Spatial Modeling in GIS and R for Earth and Environmental Sciences written by Hamid Reza Pourghasemi and published by Elsevier. This book was released on 2019-01-18 with total page 798 pages. Available in PDF, EPUB and Kindle. Book excerpt: Spatial Modeling in GIS and R for Earth and Environmental Sciences offers an integrated approach to spatial modelling using both GIS and R. Given the importance of Geographical Information Systems and geostatistics across a variety of applications in Earth and Environmental Science, a clear link between GIS and open source software is essential for the study of spatial objects or phenomena that occur in the real world and facilitate problem-solving. Organized into clear sections on applications and using case studies, the book helps researchers to more quickly understand GIS data and formulate more complex conclusions. The book is the first reference to provide methods and applications for combining the use of R and GIS in modeling spatial processes. It is an essential tool for students and researchers in earth and environmental science, especially those looking to better utilize GIS and spatial modeling. Offers a clear, interdisciplinary guide to serve researchers in a variety of fields, including hazards, land surveying, remote sensing, cartography, geophysics, geology, natural resources, environment and geography Provides an overview, methods and case studies for each application Expresses concepts and methods at an appropriate level for both students and new users to learn by example

Geospatial Technology for Environmental Hazards

Author : Pravat Kumar Shit
Publisher : Springer Nature
ISBN 13 : 303075197X
Total Pages : 594 pages
Book Rating : 4.0/5 (37 download)

DOWNLOAD NOW!

Book Synopsis Geospatial Technology for Environmental Hazards by : Pravat Kumar Shit

Download or read book Geospatial Technology for Environmental Hazards written by Pravat Kumar Shit and published by Springer Nature. This book was released on 2021-12-02 with total page 594 pages. Available in PDF, EPUB and Kindle. Book excerpt: The book demonstrates the geospatial technology approach to data mining techniques, data analysis, modeling, risk assessment, visualization, and management strategies in different aspects of natural and social hazards. This book has 25 chapters associated with risk assessment, mapping and management strategies of environmental hazards. It covers major topics such as Landslide Susceptibility, Arsenic Contaminated Groundwater, Earthquake Risk Management, Open Cast Mining, Soil loss, Flood Susceptibility, Forest Fire Risk, Malaria prevalence, Flood inundation, Socio-Economic Vulnerability, River Bank Erosion, and Socio-Economic Vulnerability. The content of this book will be of interest to researchers, professionals, and policymakers, whose work involves environmental hazards and related solutions.

Spatial Modelling of Flood Risk and Flood Hazards

Author : Biswajeet Pradhan
Publisher : Springer Nature
ISBN 13 : 3030945448
Total Pages : 248 pages
Book Rating : 4.0/5 (39 download)

DOWNLOAD NOW!

Book Synopsis Spatial Modelling of Flood Risk and Flood Hazards by : Biswajeet Pradhan

Download or read book Spatial Modelling of Flood Risk and Flood Hazards written by Biswajeet Pradhan and published by Springer Nature. This book was released on 2022-04-06 with total page 248 pages. Available in PDF, EPUB and Kindle. Book excerpt: Floods and flash floods with hydro-meteorological and tropical cyclones are the some of the most devastating natural disasters causing massive damages to natural and man-made features. Flood hazards are a major threat to human life, properties (agricultural area, yield production, building and homes) and infrastructures (bridges, roads, railways, urban infrastructures, etc). Flood hazards susceptibility mapping (risk assessment) and modelling is an essential step for early warning systems, emergency services, prevention and mitigation of future environmental and social hazards and implementation of risk management strategies. Due to the lack of proper information, technology-based policies and strategies, mapping and modelling can often not be implemented to the best possible level. Geo-spatial techniques have enjoyed rising interest in recent decades among the earth environmental and social sciences research communities for their powerful ability to solve and understand various complex problems and develop novel approaches toward sustainable earth and human society. By linking geo-spatial computational intelligence techniques with societal and environmental-oriented problems, this book demonstrates geospatial technology approaches to data mining techniques, data analysis, modelling, risk assessment and visualization and management strategies in different aspects of flood hazards. We believe that a diverse group of academics, scientists, geographers, hydrologist, remote sensing and GIS expertise, environmentalists, meteorologists and computing experts with a common interest in geospatial sciences within the earth environmental sciences and humanistic and social sciences will find this book to be of great value.

Computers in Earth and Environmental Sciences

Author : Hamid Reza Pourghasemi
Publisher : Elsevier
ISBN 13 : 0323886159
Total Pages : 704 pages
Book Rating : 4.3/5 (238 download)

DOWNLOAD NOW!

Book Synopsis Computers in Earth and Environmental Sciences by : Hamid Reza Pourghasemi

Download or read book Computers in Earth and Environmental Sciences written by Hamid Reza Pourghasemi and published by Elsevier. This book was released on 2021-09-22 with total page 704 pages. Available in PDF, EPUB and Kindle. Book excerpt: Computers in Earth and Environmental Sciences: Artificial Intelligence and Advanced Technologies in Hazards and Risk Management addresses the need for a comprehensive book that focuses on multi-hazard assessments, natural and manmade hazards, and risk management using new methods and technologies that employ GIS, artificial intelligence, spatial modeling, machine learning tools and meta-heuristic techniques. The book is clearly organized into four parts that cover natural hazards, environmental hazards, advanced tools and technologies in risk management, and future challenges in computer applications to hazards and risk management. Researchers and professionals in Earth and Environmental Science who require the latest technologies and advances in hazards, remote sensing, geosciences, spatial modeling and machine learning will find this book to be an invaluable source of information on the latest tools and technologies available. Covers advanced tools and technologies in risk management of hazards in both the Earth and Environmental Sciences Details the benefits and applications of various technologies to assist researchers in choosing the most appropriate techniques for purpose Expansively covers specific future challenges in the use of computers in Earth and Environmental Science Includes case studies that detail the applications of the discussed technologies down to individual hazards

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

Author : Faming Huang
Publisher : Frontiers Media SA
ISBN 13 : 2832554237
Total Pages : 243 pages
Book Rating : 4.8/5 (325 download)

DOWNLOAD NOW!

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 and published by Frontiers Media SA. This book was released on 2024-09-12 with total page 243 pages. 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.

Gully Erosion Studies from India and Surrounding Regions

Author : Pravat Kumar Shit
Publisher : Springer Nature
ISBN 13 : 3030232433
Total Pages : 483 pages
Book Rating : 4.0/5 (32 download)

DOWNLOAD NOW!

Book Synopsis Gully Erosion Studies from India and Surrounding Regions by : Pravat Kumar Shit

Download or read book Gully Erosion Studies from India and Surrounding Regions written by Pravat Kumar Shit and published by Springer Nature. This book was released on 2019-11-19 with total page 483 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book offers the scientific basis for the ample evaluation of badland management in India and some surrounding regions. It examines the processes operating in the headwaters and main channels of ephemeral rivers in lateritic environments of India. In particular, the book covers a range of vital topics in the areas of gully erosion and water to soil erosion at lateritic uplands regions of India and other regions in Asia. It explores the probable gully erosion modeling through Remote Sensing & GIS Techniques. It is divided into three units. Unit I deals with the introduction of badland, types of badland and the process of badland formation. Unit II is devoted to a description of quantitative measurements. Unit III deals with the control and management processes related to various issues from different regions. As such this book serves as a reference book for research activities in this area. It is an efficient guide for aspiring researchers in applied geography, explaining advanced techniques to help students recognize both simple and complex concepts.

Geographical Information Systems in Assessing Natural Hazards

Author : Alberto Carrara
Publisher : Springer Science & Business Media
ISBN 13 : 9401584044
Total Pages : 341 pages
Book Rating : 4.4/5 (15 download)

DOWNLOAD NOW!

Book Synopsis Geographical Information Systems in Assessing Natural Hazards by : Alberto Carrara

Download or read book Geographical Information Systems in Assessing Natural Hazards written by Alberto Carrara and published by Springer Science & Business Media. This book was released on 2013-04-17 with total page 341 pages. Available in PDF, EPUB and Kindle. Book excerpt: The 16 contributions to Geographical Information Systems in Assessing Natural Hazards report on GIS investigations into landslides, floods, volcanic eruptions, earthquakes and groundwater pollution hazards. Current methods for predicting extreme events are critically discussed, the emphasis being on the intrinsic complexity of this type of operation, requiring many spatial data, long historical records and sound models of the physical processes involved. Within this context, the potentials and limitations of GIS are addressed in terms of data acquisition, spatial data structures and modelling for simulation of the causal phenomena. Geographic Information Systems in Assessing Natural Hazards will help investigators in both public and private institutions to evaluate the actual effectiveness of GIS in coping with natural disasters, and to develop new strategies for projects aimed at the assessment and mitigation of the effects of such catastrophic events.

Machine Learning for Intelligent Decision Science

Author : Jitendra Kumar Rout
Publisher : Springer Nature
ISBN 13 : 9811536899
Total Pages : 219 pages
Book Rating : 4.8/5 (115 download)

DOWNLOAD NOW!

Book Synopsis Machine Learning for Intelligent Decision Science by : Jitendra Kumar Rout

Download or read book Machine Learning for Intelligent Decision Science written by Jitendra Kumar Rout and published by Springer Nature. This book was released on 2020-04-02 with total page 219 pages. Available in PDF, EPUB and Kindle. Book excerpt: The book discusses machine learning-based decision-making models, and presents intelligent, hybrid and adaptive methods and tools for solving complex learning and decision-making problems under conditions of uncertainty. Featuring contributions from data scientists, practitioners and educators, the book covers a range of topics relating to intelligent systems for decision science, and examines recent innovations, trends, and practical challenges in the field. The book is a valuable resource for academics, students, researchers and professionals wanting to gain insights into decision-making.

Landslides

Author : Yuanzhi Zhang
Publisher : BoD – Books on Demand
ISBN 13 : 1839690232
Total Pages : 266 pages
Book Rating : 4.8/5 (396 download)

DOWNLOAD NOW!

Book Synopsis Landslides by : Yuanzhi Zhang

Download or read book Landslides written by Yuanzhi Zhang and published by BoD – Books on Demand. This book was released on 2022-09-28 with total page 266 pages. Available in PDF, EPUB and Kindle. Book excerpt: In recent years, landslides and their impacts have drawn increasing awareness globally, regionally, and locally. Landslides as catastrophic events can cause human injury, loss of life, and economic devastation as well as destroy infrastructures and cultural and natural heritage. New technologies, including interferometric synthetic aperture radar (InSAR) and geographic information systems (GIS), are being thoroughly adopted and applied to dynamic and process monitoring and modelling of coal mine and marine landslides, land subsidence, and tsunami landslides. These technologies are also being used for hazard mapping and assessment, early warning and evacuation, and regional or local landslide mitigation. This book discusses these topics and more.

Geomorphic Risk Reduction Using Geospatial Methods and Tools

Author : Raju Sarkar
Publisher : Springer Nature
ISBN 13 : 981997707X
Total Pages : 328 pages
Book Rating : 4.8/5 (199 download)

DOWNLOAD NOW!

Book Synopsis Geomorphic Risk Reduction Using Geospatial Methods and Tools by : Raju Sarkar

Download or read book Geomorphic Risk Reduction Using Geospatial Methods and Tools written by Raju Sarkar and published by Springer Nature. This book was released on with total page 328 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Geospatial Technologies for Crops and Soils

Author : Tarik Mitran
Publisher : Springer Nature
ISBN 13 : 9811568642
Total Pages : 528 pages
Book Rating : 4.8/5 (115 download)

DOWNLOAD NOW!

Book Synopsis Geospatial Technologies for Crops and Soils by : Tarik Mitran

Download or read book Geospatial Technologies for Crops and Soils written by Tarik Mitran and published by Springer Nature. This book was released on 2020-10-24 with total page 528 pages. Available in PDF, EPUB and Kindle. Book excerpt: The sustainable development of the agriculture sector is the only option to meet the demands of increased and economically viable production in a changing climate. This means there is a need to introduce the latest technologies to enhance production, and also help policymakers make decisions for the future. Geospatial technologies & tools, such as remote sensing, geographical information systems (GIS), global positioning systems (GPS), and mobile & web applications, provide unique capabilities to analyze multi-scale, multi-temporal datasets, and support decision-making in sustainable agriculture development and natural resources management. Further, the availability of reliable and timely geospatial information on natural resources and environmental conditions is essential for sustainable agricultural development and food security. Since remote sensing solutions are fast, non-destructive and have large spatial coverage, they can play a significant role in the identification, inventory, and mapping of land resources. Over the past four decades, remote sensing has proved to be a cost-effective and powerful tool to assess crop and soil properties in varying spatial and temporal scales using both visual and digital techniques. Satellite remote sensing coupled with GIS & mobile-app based positional information has emerged as an efficient tool for optimizing input resources, and minimizing cost of production and risk of biotic/ abiotic factors nature to promote sustainable agriculture. This book comprehensively documents the applications of space-based technologies for crop and soil assessments for the sustainable development of agriculture.

The Effect of Hydrology on Soil Erosion

Author : Jesús Rodrigo-Comino
Publisher : MDPI
ISBN 13 : 3039366440
Total Pages : 244 pages
Book Rating : 4.0/5 (393 download)

DOWNLOAD NOW!

Book Synopsis The Effect of Hydrology on Soil Erosion by : Jesús Rodrigo-Comino

Download or read book The Effect of Hydrology on Soil Erosion written by Jesús Rodrigo-Comino and published by MDPI. This book was released on 2021-01-21 with total page 244 pages. Available in PDF, EPUB and Kindle. Book excerpt: This Special Issue includes manuscripts about soil erosion and degradation processes and the accelerated rates due to hydrological processes and climate change. The new research included in this issue focuses on measurements, modeling, and experiments in field or laboratory conditions developed at different scales (pedon, hillslope, and catchment). This Special Issue received investigations from different parts of the world such as Ethiopia, Morocco, China, Iran, Italy, Portugal, Greece, and Spain, among others. We are happy to see that all papers presented findings characterized as unconventional, provocative, innovative, and methodologically new. We hope that the readers of the journal Water can enjoy and learn about hydrology and soil erosion using the published material, and share the results with the scientific community, policymakers, and stakeholders to continue this amazing adventure, facing plenty of issues and challenges.

Understanding and Reducing Landslide Disaster Risk

Author : Fausto Guzzetti
Publisher : Springer Nature
ISBN 13 : 3030602273
Total Pages : 494 pages
Book Rating : 4.0/5 (36 download)

DOWNLOAD NOW!

Book Synopsis Understanding and Reducing Landslide Disaster Risk by : Fausto Guzzetti

Download or read book Understanding and Reducing Landslide Disaster Risk written by Fausto Guzzetti and published by Springer Nature. This book was released on 2020-12-22 with total page 494 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book is a part of ICL new book series “ICL Contribution to Landslide Disaster Risk Reduction” founded in 2019. Peer-reviewed papers submitted to the Fifth World Landslide Forum were published in six volumes of this book series. This book contains the followings: • Keynotes • Landslide detection, recognition and mapping • Landslide susceptibility assessment and modelling • Landslide size statistics and temporal modelling • Data and information for landslide disaster mitigation • Vulnerability to landslides of people, communities and the built environment Dr. Fausto Guzzetti is General Director of Office III – Technical and Scientific Activities for Risk Forecasting and Prevention, Department of Civil Protection, Italian Presidency of the Council of Ministers, on leave from the Italian National Research Council. Prof. Snježana Mihalić Arbanas is a Full Professor of the Faculty of Mining, Geology and Petroleum Engineering of the University of Zagreb, Croatia. She is the Chair of ICL Network Committee. Paola Reichenbach is a Senior Researcher of the Research Institute for Geo-Hydrological Protection, an institute of the Italian National Research Council (IRPI-CNR), Perugia, Italy. Prof. Kyoji Sassa is the Founding President and the Secretary-General of the International Consortium on Landslides (ICL). He has been the Editor-in-Chief of International Journal Landslides since its foundation in 2004. Prof. Peter Bobrowsky is the President of the International Consortium on Landslides. He is a Senior Scientist of Geological Survey of Canada, Ottawa, Canada. Prof. Kaoru Takara is the Executive Director of the International Consortium on Landslides. He is a Professor and Dean of Graduate School of Advanced Integrated Studies (GSAIS) in Human Survivability (Shishu-Kan), Kyoto University.

Landslide: Susceptibility, Risk Assessment and Sustainability

Author : Gopal Krishna Panda
Publisher : Springer Nature
ISBN 13 : 3031565916
Total Pages : 722 pages
Book Rating : 4.0/5 (315 download)

DOWNLOAD NOW!

Book Synopsis Landslide: Susceptibility, Risk Assessment and Sustainability by : Gopal Krishna Panda

Download or read book Landslide: Susceptibility, Risk Assessment and Sustainability written by Gopal Krishna Panda and published by Springer Nature. This book was released on with total page 722 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Sustainable Development Through Engineering Innovations

Author : Harvinder Singh
Publisher : Springer Nature
ISBN 13 : 9811595542
Total Pages : 753 pages
Book Rating : 4.8/5 (115 download)

DOWNLOAD NOW!

Book Synopsis Sustainable Development Through Engineering Innovations by : Harvinder Singh

Download or read book Sustainable Development Through Engineering Innovations written by Harvinder Singh and published by Springer Nature. This book was released on 2021-03-01 with total page 753 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book comprises select peer-reviewed papers presented at the International Conference on Sustainable Development through Engineering Innovations (SDEI) 2020. It presents recent advances, new directions, and opportunities for sustainable and resilient approaches to design and protect the built-environment through engineering innovations & interventions. The topics covered are highly diverse and include all civil engineering and construction-related aspects such as construction and environmental Issues, durability and survivability under extreme conditions, design of new materials for sustainability, eco-efficient and ultra-high performance cementitious materials, embedded structural and foundation systems and environmental geomechanics. The book will be of potential interest to the researchers and students in the fields of civil engineering, architecture and sustainable development.

Precipitation

Author : Jesus Rodrigo Comino
Publisher : Elsevier
ISBN 13 : 0128232870
Total Pages : 591 pages
Book Rating : 4.1/5 (282 download)

DOWNLOAD NOW!

Book Synopsis Precipitation by : Jesus Rodrigo Comino

Download or read book Precipitation written by Jesus Rodrigo Comino and published by Elsevier. This book was released on 2021-08-21 with total page 591 pages. Available in PDF, EPUB and Kindle. Book excerpt: Precipitation: Earth Surface Responses and Processes provides readers with a general and indispensable overview of processing rainfall processes through radar techniques, numerical models, geostatistical tools, photogrammetric methods, plots, indexes of connectivity or rainfall simulations. The handbook follows a clear and consistent format, and is structured as follows: Introduction (State-of-the-Art); Part 1. Rainfall and climate/atmosphere; Part 2. Models and applications; Part 3. Rainfall as a key actor playing the main role affecting different ecosystems. Part 3: Rainfall affecting the earth surface from different scales and landforms; Part 4: Rainfall and stormwater quality management in urban and rural areas. Precipitation is a key factor needed for understanding landscape evolution and ecosystem services. Knowing the main precipitation composition, mechanisms and processes allows for efficient land management plans and ecosystem restoration activities. However, precipitation shows different responses under specific environments depending on the climate (from the arid to the polar areas), parent material, scale (from the raindrops to catchment scale), intensity, landscape morphologies (soil sealing, rills, gullies or rivers) or human activities (agriculture or urban areas). Precipitation: Earth Surface Responses and Processes bring this information together and provides indispensable material in a holistic manner for students, scientists and lecturers from different environmental disciplines such as climatology, meteorology, geomorphology, hydrology, soil science, geography, engineering, or ecology. Includes observations on a range of earth surface processes, from climate to coastal marine ecosystems Presents key case studies in each chapter, enhancing the applicability of each chapter Introduces precipitation as a key factor to understand earth mechanisms and processes