Natural Hazards GIS-Based Spatial Modeling Using Data Mining Techniques

Natural Hazards GIS-Based Spatial Modeling Using Data Mining Techniques

Author: Hamid Reza Pourghasemi

Publisher: Springer

Published: 2018-12-13

Total Pages: 311

ISBN-13: 3319733834

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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

Spatial Modeling in GIS and R for Earth and Environmental Sciences

Author: Hamid Reza Pourghasemi

Publisher: Elsevier

Published: 2019-01-18

Total Pages: 800

ISBN-13: 0128156953

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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


Geo-information for Disaster Management

Geo-information for Disaster Management

Author: Peter van Oosterom

Publisher: Springer Science & Business Media

Published: 2005-03-21

Total Pages: 1470

ISBN-13: 9783540249887

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Geo-information technology can be of considerable use in disaster management, but with considerable challenge in integrating systems, interoperability and reliability. This book provides a broad overview of geo-information technology, software, systems needed, currently used and to be developed for disaster management. The text invites discussion on systems and requirements for use of geo-information under time and stress constraints and unfamiliar situations, environments and circumstances.


Forest Fire Risk Prediction

Forest Fire Risk Prediction

Author: Rachael Nolan

Publisher: Mdpi AG

Published: 2021-09-30

Total Pages: 236

ISBN-13: 9783036514741

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Globally, fire regimes are being altered by changing climatic conditions and land use changes. This has the potential to drive species extinctions and cause ecosystem state changes, with a range of consequences for ecosystem services. Accurate prediction of the risk of forest fires over short timescales (weeks or months) is required for land managers to target suppression resources in order to protect people, property, and infrastructure, as well as fire-sensitive ecosystems. Over longer timescales, prediction of changes in forest fire regimes is required to model the effect of wildfires on the terrestrial carbon cycle and subsequent feedbacks into the climate system. This was the motivation to publish this book, which is focused on quantifying and modelling the risk factors of forest fires. More specifically, the chapters in this book address four topics: (i) the use of fire danger metrics and other approaches to understand variation in wildfire activity; (ii) understanding changes in the flammability of live fuel; (iii) modeling dead fuel moisture content; and (iv) estimations of emission factors. The book will be of broad relevance to scientists and managers working with fire in different forest ecosystems globally.


Better Forestry, Less Poverty

Better Forestry, Less Poverty

Author: Food and Agriculture Organization of the United Nations

Publisher: Food & Agriculture Org.

Published: 2006

Total Pages: 84

ISBN-13: 9789251055502

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This guide suggests ways to design and implement forest-based interventions that have the greatest potential to reduce poverty. Areas for action include timber production in both natural and planted forests, non-wood forest products, woodfuel, bushmeat, agroforestry and payment for environmental services. For each topic, the guide outlines key issues, summarizes successful case studies and identifies sources of additional information. The document highlights the importance of using participatory approaches and of tailoring activities to local circumstances. Emphasis is on making changes that will improve the livelihoods of people living in or near forests, and on helping users to gain a better understanding of the forms of rural poverty and of how decisions made at the local level affect segments of poor rural communities in different ways - women, children and the elderly being the most vulnerable. The guide will be of interest to forestry and rural development practitioners and the communities they serve, including district forestry officials, extension workers, local planners and administrators, and owners of small-scale enterprises and their employees.


Predicting, Monitoring, and Assessing Forest Fire Dangers and Risks

Predicting, Monitoring, and Assessing Forest Fire Dangers and Risks

Author: Baranovskiy, Nikolay Viktorovich

Publisher: IGI Global

Published: 2019-12-27

Total Pages: 417

ISBN-13: 1799818691

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To understand the catastrophic processes of forest fire danger, different deterministic, probabilistic, and empiric models must be used. Simulating various surface and crown forest fires using predictive information technology could lead to the improvement of existing systems and the examination of the ecological and economic effects of forest fires in other countries. Predicting, Monitoring, and Assessing Forest Fire Dangers and Risks provides innovative insights into forestry management and fire statistics. The content within this publication examines climate change, thermal radiation, and remote sensing. It is designed for fire investigators, forestry technicians, emergency managers, fire and rescue specialists, professionals, researchers, meteorologists, computer engineers, academicians, and students invested in topics centered around providing conjugate information on forest fire danger and risk.


Geospatial Intelligence: Concepts, Methodologies, Tools, and Applications

Geospatial Intelligence: Concepts, Methodologies, Tools, and Applications

Author: Management Association, Information Resources

Publisher: IGI Global

Published: 2019-03-01

Total Pages: 1889

ISBN-13: 1522580557

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Decision makers, such as government officials, need to better understand human activity in order to make informed decisions. With the ability to measure and explore geographic space through the use of geospatial intelligence data sources including imagery and mapping data, they are better able to measure factors affecting the human population. As a broad field of study, geospatial research has applications in a variety of fields including military science, environmental science, civil engineering, and space exploration. Geospatial Intelligence: Concepts, Methodologies, Tools, and Applications explores multidisciplinary applications of geographic information systems to describe, assess, and visually depict physical features and to gather data, information, and knowledge regarding human activity. Highlighting a range of topics such as geovisualization, spatial analysis, and landscape mapping, this multi-volume book is ideally designed for data scientists, engineers, government agencies, researchers, and graduate-level students in GIS programs.


Proceedings of the 2024 8th International Conference on Civil Architecture and Structural Engineering (ICCASE 2024)

Proceedings of the 2024 8th International Conference on Civil Architecture and Structural Engineering (ICCASE 2024)

Author: Bingxiang Yuan

Publisher: Springer Nature

Published: 2024

Total Pages: 861

ISBN-13: 9464634499

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Zusammenfassung: This is an open access book. 2024 8th International Conference on Civil Architecture and Structural Engineering (ICCASE 2024) will be held in Guangzhou during April 19-21, 2024. The conference mainly discussed research areas such as "Engineering Structures", "Smart Buildings", "Building Materials", "Structural Seismic Resistance", "Monitoring and Testing", "Geotechnical Engineering", and "Underground Space Engineering". Intended to provide an exchange platform for experts, scholars, engineering technicians, and technical research and development personnel in related fields. By discussing scientific research achievements and cutting-edge technologies, understanding academic development trends, broadening research ideas, strengthening academic research and exploration, and promoting the industrialization of academic achievements


The Wildlife Techniques Manual

The Wildlife Techniques Manual

Author: Nova J. Silvy

Publisher: JHU Press

Published: 2012-03-01

Total Pages: 1133

ISBN-13: 1421406977

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Since its original publication in 1960, The Wildlife Techniques Manual has remained the cornerstone text for the professional wildlife biologist. Now fully revised and updated, this seventh edition promises to be the most comprehensive resource on wildlife biology, conservation, and management for years to come. Superbly edited by Nova J. Silvy, the thirty-seven authoritative chapters included in this work provide a full synthesis of methods used in the field and laboratory. Chapter authors, all leading wildlife professionals, explain and critique traditional and new methodologies and offer thorough discussions of a wide range of relevant topics, including: • experimental design • wildlife health and disease • capture techniques • population estimation • telemetry • vegetation analysis • conservation genetics • wildlife damage management • urban wildlife management • habitat conservation planning A standard text in a variety of courses, the Techniques Manual, as it is commonly called, covers every aspect of modern wildlife management and provides practical information for applying the hundreds of methods described in its pages. To effectively incorporate the explosion of new information in the wildlife profession, this latest edition is logically organized into a two-volume set: Volume 1 is devoted to research techniques and Volume 2 focuses on management methodologies. The Wildlife Techniques Manual is a resource that professionals and students in wildlife biology, conservation, and management simply cannot do without. Published in association with The Wildlife Society