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Author: Hamid Reza Pourghasemi
Publisher: Elsevier
ISBN: 0323886159
Category : Computers
Languages : en
Pages : 704
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Book Description
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
Author: Hamid Reza Pourghasemi
Publisher: Elsevier
ISBN: 0323886159
Category : Computers
Languages : en
Pages : 704
Get Book Here
Book Description
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
Author: Tanvir Islam
Publisher: Springer Science & Business Media
ISBN: 9401786429
Category : Science
Languages : en
Pages : 275
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Book Description
Computational intelligence techniques have enjoyed growing interest in recent decades among the earth and environmental science research communities for their powerful ability to solve and understand various complex problems and develop novel approaches toward a sustainable earth. This book compiles a collection of recent developments and rigorous applications of computational intelligence in these disciplines. Techniques covered include artificial neural networks, support vector machines, fuzzy logic, decision-making algorithms, supervised and unsupervised classification algorithms, probabilistic computing, hybrid methods and morphic computing. Further topics given treatment in this volume include remote sensing, meteorology, atmospheric and oceanic modeling, climate change, environmental engineering and management, catastrophic natural hazards, air and environmental pollution and water quality. By linking computational intelligence techniques with earth and environmental science oriented problems, this book promotes synergistic activities among scientists and technicians working in areas such as data mining and machine learning. We believe that a diverse group of academics, scientists, environmentalists, meteorologists and computing experts with a common interest in computational intelligence techniques within the earth and environmental sciences will find this book to be of great value.
Author: William L. Garrison
Publisher:
ISBN:
Category : Electronic data processing
Languages : en
Pages : 30
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Book Description
A summary and discussion is given of the first part of a study of computer application and capability in the earth and environmental sciences. These sciences include geology, geography, geophysics, geochemistry, and environmental engineering. In some of these subjects -- notably the geophysical fields of oceanography, atmospheric science, and solid earth geophysics -- computer capability has advanced far beyond that in the more classical fields of geology and geography, and in such aspects of environmental engineering as soil mechanics and sanitary engineering. The study is concerned mainly with these more classical fields in which computer utilization is least advanced. (Author).
Author: Zhiming Zhao
Publisher: Springer Nature
ISBN: 3030528294
Category : Computers
Languages : en
Pages : 375
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Book Description
This open access book summarises the latest developments on data management in the EU H2020 ENVRIplus project, which brought together more than 20 environmental and Earth science research infrastructures into a single community. It provides readers with a systematic overview of the common challenges faced by research infrastructures and how a ‘reference model guided’ engineering approach can be used to achieve greater interoperability among such infrastructures in the environmental and earth sciences. The 20 contributions in this book are structured in 5 parts on the design, development, deployment, operation and use of research infrastructures. Part one provides an overview of the state of the art of research infrastructure and relevant e-Infrastructure technologies, part two discusses the reference model guided engineering approach, the third part presents the software and tools developed for common data management challenges, the fourth part demonstrates the software via several use cases, and the last part discusses the sustainability and future directions.
Author: P. Zannetti
Publisher: Springer
ISBN: 9781851667925
Category : Computers
Languages : en
Pages : 884
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Book Description
This book presents the Proceedings of the Fourth International Conference ENVIROSOFT 92. Since the beginning of this conference cycle in 1986, EN VIROSOFT has provided a forum for discussion and debate for scientists, engineers and decision makers involved in the development and application of computer techniques to environmental sciences. Our main goal is to pro vide an opportunity for cross-fertilization among the several groups involved in the study of the environment. A couple of years ago a reviewer of ENVIROSOFT 90 made a very in teresting and appropriate comment. He congratulated us for the effort of providing a forum for discussion among environmental scientists but criti cized us for maintaining, in the proceedings and in the conference schedule, a strict division between 'atmospheric' papers, 'water' papers, etc. I agree with the reviewer and, in this conference, I made an effort to separate the articles not on the basis of their physical medium (air, water, groundwa ter, etc.) but on the basis of the methods and approaches adopted by the authors. Again, I hope that this change will improve the dialogue among scientists and, in particular, the interactions between 'air' and 'water' re searchers.
Author: Edgar Winston Spencer
Publisher: McGraw-Hill Science, Engineering & Mathematics
ISBN:
Category : Science
Languages : en
Pages : 550
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Book Description
Earth Science: Understanding Environmental Systemsis intended for introductory courses in Earth Science and Earth Systems Science, which place emphasis on the systems approach to earth science with special attention to the impact these systems have on the environment. It is appropriate for non-science majors with no previous college science or mathematics courses.The primary goals of this book are to provide the background the general student needs to understand the way Earth works, how knowledge of Earth relates to the environmental issues confronting our society, and how scientists go about examining these issues.
Author:
Publisher:
ISBN:
Category : Environmental engineering
Languages : en
Pages : 160
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Book Description
Author: Vladimir M. Krasnopolsky
Publisher: Springer Science & Business Media
ISBN: 9400760736
Category : Science
Languages : en
Pages : 205
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Book Description
This book brings together a representative set of Earth System Science (ESS) applications of the neural network (NN) technique. It examines a progression of atmospheric and oceanic problems, which, from the mathematical point of view, can be formulated as complex, multidimensional, and nonlinear mappings. It is shown that these problems can be solved utilizing a particular type of NN – the multilayer perceptron (MLP). This type of NN applications covers the majority of NN applications developed in ESSs such as meteorology, oceanography, atmospheric and oceanic satellite remote sensing, numerical weather prediction, and climate studies. The major properties of the mappings and MLP NNs are formulated and discussed. Also, the book presents basic background for each introduced application and provides an extensive set of references. “This is an excellent book to learn how to apply artificial neural network methods to earth system sciences. The author, Dr. Vladimir Krasnopolsky, is a universally recognized master in this field. With his vast knowledge and experience, he carefully guides the reader through a broad variety of problems found in the earth system sciences where neural network methods can be applied fruitfully. (...) The broad range of topics covered in this book ensures that researchers/graduate students from many fields (...) will find it an invaluable guide to neural network methods.” (Prof. William W. Hsieh, University of British Columbia, Vancouver, Canada) “Vladimir Krasnopolsky has been the “founding father” of applying computation intelligence methods to environmental science; (...) Dr. Krasnopolsky has created a masterful exposition of a young, yet maturing field that promises to advance a deeper understanding of best modeling practices in environmental science.” (Dr. Sue Ellen Haupt, National Center for Atmospheric Research, Boulder, USA) “Vladimir Krasnopolsky has written an important and wonderful book on applications of neural networks to replace complex and expensive computational algorithms within Earth System Science models. He is uniquely qualified to write this book, since he has been a true pioneer with regard to many of these applications. (...) Many other examples of creative emulations will inspire not just readers interested in the Earth Sciences, but any other modeling practitioner (...) to address both theoretical and practical complex problems that may (or will!) arise in a complex system." ” (Prof. Eugenia Kalnay, University of Maryland, USA)
Author: National Research Council
Publisher: National Academies Press
ISBN: 0309072549
Category : Nature
Languages : en
Pages : 107
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Book Description
Scientists have long sought to unravel the fundamental mysteries of the land, life, water, and air that surround us. But as the consequences of humanity's impact on the planet become increasingly evident, governments are realizing the critical importance of understanding these environmental systemsâ€"and investing billions of dollars in research to do so. To identify high-priority environmental science projects, Grand Challenges in Environmental Sciences explores the most important areas of research for the next generation. The book's goal is not to list the world's biggest environmental problems. Rather it is to determine areas of opportunity thatâ€"with a concerted investmentâ€"could yield significant new findings. Nominations for environmental science's "grand" challenges were solicited from thousands of scientists worldwide. Based on their responses, eight major areas of focus were identifiedâ€"areas that offer the potential for a major scientific breakthrough of practical importance to humankind, and that are feasible if given major new funding. The book further pinpoints four areas for immediate action and investment.
Author: R. Kuehr
Publisher: Springer Science & Business Media
ISBN: 9781402016790
Category : Business & Economics
Languages : en
Pages : 306
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Book Description
Personal computers have made life convenient in many ways, but what about their impacts on the environment due to production, use and disposal? Manufacturing computers requires prodigious quantities of fossil fuels, toxic chemicals and water. Rapid improvements in performance mean we often buy a new machine every 1-3 years, which adds up to mountains of waste computers. How should societies respond to manage these environmental impacts? This volume addresses the environmental impacts and management of computers through a set of analyses on issues ranging from environmental assessment, technologies for recycling, consumer behaviour, strategies of computer manufacturing firms, and government policies. One conclusion is that extending the lifespan of computers (e.g. through reselling) is an environmentally and economically effective strategy that deserves more attention from governments, firms and the general public.
