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Author: William Louis Garrison Publisher: ISBN: Category : Electronic data processing Languages : en Pages : 16
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: William Louis Garrison Publisher: ISBN: Category : Electronic data processing Languages : en Pages : 16
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: Hamid Reza Pourghasemi Publisher: Elsevier ISBN: 0323898610 Category : Computers Languages : en Pages : 702
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: Ashok N. Srivastava Publisher: CRC Press ISBN: 1498703887 Category : Computers Languages : en Pages : 208
Book Description
From the Foreword: "While large-scale machine learning and data mining have greatly impacted a range of commercial applications, their use in the field of Earth sciences is still in the early stages. This book, edited by Ashok Srivastava, Ramakrishna Nemani, and Karsten Steinhaeuser, serves as an outstanding resource for anyone interested in the opportunities and challenges for the machine learning community in analyzing these data sets to answer questions of urgent societal interest...I hope that this book will inspire more computer scientists to focus on environmental applications, and Earth scientists to seek collaborations with researchers in machine learning and data mining to advance the frontiers in Earth sciences." --Vipin Kumar, University of Minnesota Large-Scale Machine Learning in the Earth Sciences provides researchers and practitioners with a broad overview of some of the key challenges in the intersection of Earth science, computer science, statistics, and related fields. It explores a wide range of topics and provides a compilation of recent research in the application of machine learning in the field of Earth Science. Making predictions based on observational data is a theme of the book, and the book includes chapters on the use of network science to understand and discover teleconnections in extreme climate and weather events, as well as using structured estimation in high dimensions. The use of ensemble machine learning models to combine predictions of global climate models using information from spatial and temporal patterns is also explored. The second part of the book features a discussion on statistical downscaling in climate with state-of-the-art scalable machine learning, as well as an overview of methods to understand and predict the proliferation of biological species due to changes in environmental conditions. The problem of using large-scale machine learning to study the formation of tornadoes is also explored in depth. The last part of the book covers the use of deep learning algorithms to classify images that have very high resolution, as well as the unmixing of spectral signals in remote sensing images of land cover. The authors also apply long-tail distributions to geoscience resources, in the final chapter of the book.
Author: Zhiming Zhao Publisher: Springer Nature ISBN: 3030528294 Category : Computers Languages : en Pages : 375
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: Daniel Merriam Publisher: Springer ISBN: 9781461586357 Category : Science Languages : en Pages : 282
Book Description
It has been evident for several years that a summary of where we came from, where we are, and where we are going with computer-oriented research was not only desir able but necessary. The application of computers by earth scientists is numerous and the methods have proved of val ue in problem solving as well as data processing. Many methods unknown or unavailable just a few years ago now are used routinely. An overall appraisal of the methods at this time is deemed more than appropriate. Preface to the program was stated as Computer applications in the earth sciences is the subject of this International Symposium held on campus at The University of Kansas at Lawrence on 16, 17, and 18 June 1969. The symposium, the sixth in a series, is sponsored by the Kansas Geological Survey, International As sociation for Mathematical Geology, and University Extension. Papers by leading experts in their field stress the "status-of-the-art." Speakers will discuss the use of computers in the earth sciences, past, present, and future. The meeting is planned for those not acquainted with the tremendous ad vancements made in quantitative methods in recent years and those who are interested in future pos sibilities.
Author: Daniel Merriam Publisher: Springer ISBN: 9781461586340 Category : Science Languages : en Pages : 282
Book Description
It has been evident for several years that a summary of where we came from, where we are, and where we are going with computer-oriented research was not only desir able but necessary. The application of computers by earth scientists is numerous and the methods have proved of val ue in problem solving as well as data processing. Many methods unknown or unavailable just a few years ago now are used routinely. An overall appraisal of the methods at this time is deemed more than appropriate. Preface to the program was stated as Computer applications in the earth sciences is the subject of this International Symposium held on campus at The University of Kansas at Lawrence on 16, 17, and 18 June 1969. The symposium, the sixth in a series, is sponsored by the Kansas Geological Survey, International As sociation for Mathematical Geology, and University Extension. Papers by leading experts in their field stress the "status-of-the-art." Speakers will discuss the use of computers in the earth sciences, past, present, and future. The meeting is planned for those not acquainted with the tremendous ad vancements made in quantitative methods in recent years and those who are interested in future pos sibilities.
Author: John C. Davis Publisher: Oxford University Press ISBN: 0195358899 Category : Science Languages : en Pages : 317
Book Description
This volume vividly demonstrates the importance and increasing breadth of quantitative methods in the earth sciences. With contributions from an international cast of leading practitioners, chapters cover a wide range of state-of-the-art methods and applications, including computer modeling and mapping techniques. Many chapters also contain reviews and extensive bibliographies which serve to make this an invaluable introduction to the entire field. In addition to its detailed presentations, the book includes chapters on the history of geomathematics and on R.G.V. Eigen, the "father" of mathematical geology. Written to commemorate the 25th anniversary of the International Association for Mathematical Geology, the book will be sought after by both practitioners and researchers in all branches of geology.
Author: William Louis Garrison
Author: William Louis Garrison
Author: Hamid Reza Pourghasemi
Author: Ashok N. Srivastava
Author: 
Author: Zhiming Zhao
Author: Daniel Merriam
Author: Daniel F. Merriam
Author: Daniel Merriam
Author: John C. Davis
Author: Canada. National Advisory Committee on Research in the Geological Sciences