Data Mining and Knowledge Discovery for Geoscientists

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Author :
Publisher : Elsevier
ISBN 13 : 0124104754
Total Pages : 377 pages
Book Rating : 4.1/5 (241 download)

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Book Synopsis Data Mining and Knowledge Discovery for Geoscientists by : Guangren Shi

Download or read book Data Mining and Knowledge Discovery for Geoscientists written by Guangren Shi and published by Elsevier. This book was released on 2013-10-09 with total page 377 pages. Available in PDF, EPUB and Kindle. Book excerpt: Currently there are major challenges in data mining applications in the geosciences. This is due primarily to the fact that there is a wealth of available mining data amid an absence of the knowledge and expertise necessary to analyze and accurately interpret the same data. Most geoscientists have no practical knowledge or experience using data mining techniques. For the few that do, they typically lack expertise in using data mining software and in selecting the most appropriate algorithms for a given application. This leads to a paradoxical scenario of "rich data but poor knowledge". The true solution is to apply data mining techniques in geosciences databases and to modify these techniques for practical applications. Authored by a global thought leader in data mining, Data Mining and Knowledge Discovery for Geoscientists addresses these challenges by summarizing the latest developments in geosciences data mining and arming scientists with the ability to apply key concepts to effectively analyze and interpret vast amounts of critical information. Focuses on 22 of data mining’s most practical algorithms and popular application samples Features 36 case studies and end-of-chapter exercises unique to the geosciences to underscore key data mining applications Presents a practical and integrated system of data mining and knowledge discovery for geoscientists Rigorous yet broadly accessible to geoscientists, engineers, researchers and programmers in data mining Introduces widely used algorithms, their basic principles and conditions of applications, diverse case studies, and suggests algorithms that may be suitable for specific applications

Geoinformatics

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Publisher : Geological Society of America
ISBN 13 : 0813723973
Total Pages : 292 pages
Book Rating : 4.8/5 (137 download)

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Book Synopsis Geoinformatics by : A. Krishna Sinha

Download or read book Geoinformatics written by A. Krishna Sinha and published by Geological Society of America. This book was released on 2006-01-01 with total page 292 pages. Available in PDF, EPUB and Kindle. Book excerpt: "The science of informatics in the broadest sense has been several thousands of years in the making. With the recent emergence of large storage devices and high-speed processing of data, it has become possible to organize vast amounts of data as digital products with ontologic tags and concepts for smart queries. Coupling this computational capability with earth science data defines the emerging field of geoinformatics. Since the science of geology was established several centuries ago, observations led to conclusions that were integrative in concept and clearly had profound implications for the birth of geology. As disciplinary information about Earth becomes more voluminous, the use of geoinformatics will lead to integrative, science-based discoveries of new knowledge about planetary systems. Twenty one research papers, co-authored by 96 researchers from both earth and computer sciences, provide the first-ever organized presentation of the science of informatics as it relates to geology. Readers will readily recognize the vast intellectual content represented by these papers as they seek to address the core research goals of geoinformatics."--Publisher's website.

Recent Advancement in Geoinformatics and Data Science

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Publisher : Geological Society of America
ISBN 13 : 0813725585
Total Pages : 180 pages
Book Rating : 4.8/5 (137 download)

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Book Synopsis Recent Advancement in Geoinformatics and Data Science by : Xiaogang Ma

Download or read book Recent Advancement in Geoinformatics and Data Science written by Xiaogang Ma and published by Geological Society of America. This book was released on 2023-04-11 with total page 180 pages. Available in PDF, EPUB and Kindle. Book excerpt:

A Data Mining Approach to Knowledge Discovery from Soil Maps

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Publisher :
ISBN 13 :
Total Pages : 190 pages
Book Rating : 4.:/5 (89 download)

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Book Synopsis A Data Mining Approach to Knowledge Discovery from Soil Maps by : Feng Qi

Download or read book A Data Mining Approach to Knowledge Discovery from Soil Maps written by Feng Qi and published by . This book was released on 2001 with total page 190 pages. Available in PDF, EPUB and Kindle. Book excerpt:

The Semantic Web in Earth and Space Science. Current Status and Future Directions

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Publisher : IOS Press
ISBN 13 : 161499501X
Total Pages : 209 pages
Book Rating : 4.6/5 (149 download)

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Book Synopsis The Semantic Web in Earth and Space Science. Current Status and Future Directions by : T. Narock

Download or read book The Semantic Web in Earth and Space Science. Current Status and Future Directions written by T. Narock and published by IOS Press. This book was released on 2015-07-14 with total page 209 pages. Available in PDF, EPUB and Kindle. Book excerpt: The geosciences are one of the fields leading the way in advancing semantic technologies. This book continues the dialogue and feedback between the geoscience and semantic web communities. Increasing data volumes within the geosciences makes it no longer practical to copy data and perform local analysis. Hypotheses are now being tested through online tools that combine and mine pools of data. This evolution in the way research is conducted is commonly referred to as e-Science. As e-Science has flourished, the barriers to free and open access to data have been lowered and the need for semantics has been heighted. As the volume, complexity, and heterogeneity of data resources grow, geoscientists are creating new capabilities that rely on semantic approaches. Geoscience researchers are actively working toward a research environment of software tools and interfaces to data archives and services with the goals of full-scale semantic integration beginning to take shape. The members of this emerging semantic e-Science community are increasingly in need of semantic-based methodologies, tools and infrastructure. A feedback system between the geo- and computational sciences is forming. Advances in knowledge modeling, logic-based hypothesis checking, semantic data integration, and knowledge discovery are leading to advances in scientific domains, which in turn are validating semantic approaches and pointing to new research directions. We present mature semantic applications within the geosciences and stimulate discussion on emerging challenges and new research directions.

Innovative Exploration Methods for Minerals, Oil, Gas, and Groundwater for Sustainable Development

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Publisher : Elsevier
ISBN 13 : 0128239999
Total Pages : 544 pages
Book Rating : 4.1/5 (282 download)

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Book Synopsis Innovative Exploration Methods for Minerals, Oil, Gas, and Groundwater for Sustainable Development by : A. K. Moitra

Download or read book Innovative Exploration Methods for Minerals, Oil, Gas, and Groundwater for Sustainable Development written by A. K. Moitra and published by Elsevier. This book was released on 2021-12-03 with total page 544 pages. Available in PDF, EPUB and Kindle. Book excerpt: Innovative Exploration Methods for Mineral, Oil, Gas, and Groundwater for Sustainable Development provides an integrated approach to exploration encompassing geology, geophysics, mining, and mineral processing. In addition, groundwater exploration is included, as it is central to the development of earth resources. As the demand for coal, minerals, oil and gas, and water continues to grow globally, researchers must prioritize sustainable exploration methods. Old technologies are being replaced speedily and exploration work has become fast, focused, meaningful, and readily reproducible keeping in pace with the changing global scenario. The themes of exploration of energy resources, exploration of minerals, groundwater exploration and processing and mineral engineering are separated out into sections and chapters included in these sections include case studies focusing on tools and techniques for exploration. Innovative Exploration Methods for Mineral, Oil, Gas, and Groundwater for Sustainable Development gives insight to modern concepts of exploration for those working in the various fields of energy, mineral, and groundwater exploration. Presents innovative research that will both challenge and complement the traditional concepts of exploration Covers a wide range of instruments and their applications, as well as the tools and processes that need to be followed for modern exploration work Includes research on groundwater exploration with a focus on conservation and sustainable exploration and development

Introduction to Geological Uncertainty Management in Reservoir Characterization and Optimization

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Publisher : Springer Nature
ISBN 13 : 3031280792
Total Pages : 142 pages
Book Rating : 4.0/5 (312 download)

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Book Synopsis Introduction to Geological Uncertainty Management in Reservoir Characterization and Optimization by : Reza Yousefzadeh

Download or read book Introduction to Geological Uncertainty Management in Reservoir Characterization and Optimization written by Reza Yousefzadeh and published by Springer Nature. This book was released on 2023-04-08 with total page 142 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book explores methods for managing uncertainty in reservoir characterization and optimization. It covers the fundamentals, challenges, and solutions to tackle the challenges made by geological uncertainty. The first chapter discusses types and sources of uncertainty and the challenges in different phases of reservoir management, along with general methods to manage it. The second chapter focuses on geological uncertainty, explaining its impact on field development and methods to handle it using prior information, seismic and petrophysical data, and geological parametrization. The third chapter deals with reducing geological uncertainty through history matching and the various methods used, including closed-loop management, ensemble assimilation, and stochastic optimization. The fourth chapter presents dimensionality reduction methods to tackle high-dimensional geological realizations. The fifth chapter covers field development optimization using robust optimization, including solutions for its challenges such as high computational cost and risk attitudes. The final chapter introduces different types of proxy models in history matching and robust optimization, discussing their pros and cons, and applications. The book will be of interest to researchers and professors, geologists and professionals in oil and gas production and exploration.

Feature Selection for Knowledge Discovery and Data Mining

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Publisher : Springer Science & Business Media
ISBN 13 : 1461556899
Total Pages : 225 pages
Book Rating : 4.4/5 (615 download)

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Book Synopsis Feature Selection for Knowledge Discovery and Data Mining by : Huan Liu

Download or read book Feature Selection for Knowledge Discovery and Data Mining written by Huan Liu and published by Springer Science & Business Media. This book was released on 2012-12-06 with total page 225 pages. Available in PDF, EPUB and Kindle. Book excerpt: As computer power grows and data collection technologies advance, a plethora of data is generated in almost every field where computers are used. The com puter generated data should be analyzed by computers; without the aid of computing technologies, it is certain that huge amounts of data collected will not ever be examined, let alone be used to our advantages. Even with today's advanced computer technologies (e. g. , machine learning and data mining sys tems), discovering knowledge from data can still be fiendishly hard due to the characteristics of the computer generated data. Taking its simplest form, raw data are represented in feature-values. The size of a dataset can be measUJ·ed in two dimensions, number of features (N) and number of instances (P). Both Nand P can be enormously large. This enormity may cause serious problems to many data mining systems. Feature selection is one of the long existing methods that deal with these problems. Its objective is to select a minimal subset of features according to some reasonable criteria so that the original task can be achieved equally well, if not better. By choosing a minimal subset offeatures, irrelevant and redundant features are removed according to the criterion. When N is reduced, the data space shrinks and in a sense, the data set is now a better representative of the whole data population. If necessary, the reduction of N can also give rise to the reduction of P by eliminating duplicates.

Engineering Optimization 2014

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Publisher : CRC Press
ISBN 13 : 1138027251
Total Pages : 1080 pages
Book Rating : 4.1/5 (38 download)

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Book Synopsis Engineering Optimization 2014 by : Hélder Rodrigues

Download or read book Engineering Optimization 2014 written by Hélder Rodrigues and published by CRC Press. This book was released on 2014-09-26 with total page 1080 pages. Available in PDF, EPUB and Kindle. Book excerpt: Modern engineering processes and tasks are highly complex, multi- and interdisciplinary, requiring the cooperative effort of different specialists from engineering, mathematics, computer science and even social sciences. Optimization methodologies are fundamental instruments to tackle this complexity, giving the possibility to unite synergistically team members’ inputs and thus decisively contribute to solving new engineering technological challenges. With this context in mind, the main goal of Engineering Optimization 2014 is to unite engineers, applied mathematicians, computer and other applied scientists working on research, development and practical application of optimization methods applied to all engineering disciplines, in a common scientific forum to present, analyze and discuss the latest developments in this area. Engineering Optimization 2014 contains the edited papers presented at the 4th International Conference on Engineering Optimization (ENGOPT2014, Lisbon, Portugal, 8-11 September 2014). ENGOPT2014 is the fourth edition of the biennial “International Conference on Engineering Optimization”. The first conference took place in 2008 in Rio de Janeiro, the second in Lisbon in 2010 and the third in Rio de Janeiro in 2012. The contributing papers are organized around the following major themes: - Numerical Optimization Techniques - Design Optimization and Inverse Problems - Effi cient Analysis and Reanalysis Techniques - Sensitivity Analysis - Industrial Applications - Topology Optimization For Structural Static and Dynamic Failures - Optimization in Oil and Gas Industries - New Advances in Derivative-Free Optimization Methods for Engineering Optimization - Optimization Methods in Biomechanics and Biomedical Engineering - Optimization of Laminated Composite Materials - Inverse Problems in Engineering Engineering Optimization 2014 will be of great interest to engineers and academics in engineering, mathematics and computer science.

Handbook of HydroInformatics

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Publisher : Elsevier
ISBN 13 : 0128219505
Total Pages : 420 pages
Book Rating : 4.1/5 (282 download)

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Book Synopsis Handbook of HydroInformatics by : Saeid Eslamian

Download or read book Handbook of HydroInformatics written by Saeid Eslamian and published by Elsevier. This book was released on 2022-12-06 with total page 420 pages. Available in PDF, EPUB and Kindle. Book excerpt: Advanced Machine Learning Techniques includes the theoretical foundations of modern machine learning, as well as advanced methods and frameworks used in modern machine learning. Handbook of HydroInformatics, Volume II: Advanced Machine Learning Techniques presents both the art of designing good learning algorithms, as well as the science of analyzing an algorithm's computational and statistical properties and performance guarantees. The global contributors cover theoretical foundational topics such as computational and statistical convergence rates, minimax estimation, and concentration of measure as well as advanced machine learning methods, such as nonparametric density estimation, nonparametric regression, and Bayesian estimation; additionally, advanced frameworks such as privacy, causality, and stochastic learning algorithms are also included. Lastly, the volume presents Cloud and Cluster Computing, Data Fusion Techniques, Empirical Orthogonal Functions and Teleconnection, Internet of Things, Kernel-Based Modeling, Large Eddy Simulation, Patter Recognition, Uncertainty-Based Resiliency Evaluation, and Volume-Based Inverse Mode. This is an interdisciplinary book, and the audience includes postgraduates and early-career researchers interested in: Computer Science, Mathematical Science, Applied Science, Earth and Geoscience, Geography, Civil Engineering, Engineering, Water Science, Atmospheric Science, Social Science, Environment Science, Natural Resources, Chemical Engineering. Key insights from 24 contributors in the fields of data management research, climate change and resilience, insufficient data problem, etc. Offers applied examples and case studies in each chapter, providing the reader with real world scenarios for comparison. Defines both the designing of good learning algorithms, as well as the science of analyzing an algorithm's computational and statistical properties and performance guarantees.

Geoscience Data and Collections

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Publisher : National Academies Press
ISBN 13 : 0309169666
Total Pages : 124 pages
Book Rating : 4.3/5 (91 download)

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Book Synopsis Geoscience Data and Collections by : National Research Council

Download or read book Geoscience Data and Collections written by National Research Council and published by National Academies Press. This book was released on 2002-09-23 with total page 124 pages. Available in PDF, EPUB and Kindle. Book excerpt: Geoscience data and collections (such as, rock and sediment cores, geophysical data, engineering records, and fossils) are necessary for industries to discover and develop domestic natural resources to fulfill the nation's energy and mineral requirements and to improve the prediction of immediate and long term hazards, such as land slides, volcanic eruptions and global climate change. While the nation has assembled a wealth of geoscience data and collections, their utility remains incompletely tapped. Many could act as invaluable resources in the future but immediate action is needed if they are to remain available. Housing of and access to geoscience data and collections have become critical issues for industry, federal and state agencies, museums, and universities. Many resources are in imminent danger of being lost through mismanagement, neglect, or disposal. A striking 46 percent of the state geological surveys polled by the committee reported that there is no space available or they have refused to accept new material. In order to address these challenges, Geoscience Data and Collections offers a comprehensive strategy for managing geoscience data and collections in the United States.

Kaedah Penilaian Kesesuaian Tanah Untuk Petempatan Pascabencana

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Publisher : Penerbit USM
ISBN 13 : 9674616675
Total Pages : 277 pages
Book Rating : 4.6/5 (746 download)

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Book Synopsis Kaedah Penilaian Kesesuaian Tanah Untuk Petempatan Pascabencana by : Muhammad Rusdi , Ruhizal Roosli , Mohd Sanusi S. Ahamad

Download or read book Kaedah Penilaian Kesesuaian Tanah Untuk Petempatan Pascabencana written by Muhammad Rusdi , Ruhizal Roosli , Mohd Sanusi S. Ahamad and published by Penerbit USM. This book was released on 2022-11-03 with total page 277 pages. Available in PDF, EPUB and Kindle. Book excerpt: Penggabungan dan pengasingan kaedah kuantitatif dan kualitatif secara teknik 'penyegitigaan' dalam sesuatu kajian diterjemahkan ke dalam buku ini melalui pembentangan projek kajian sebenar. Penyegitigaan ialah strategi, pelan dan struktur yang digunakan untuk mendapatkan jawapan kepada permasalahan yang dikenal pasti pada peringkat awal kajian. Bencana tsunami yang melanda Aceh, Indonesia pada tahun 2004 telah menarik minat penulis untuk menjalankan kajian penilaian kesesuaian tanah untuk petempatan pascabencana dengan menggunakan teknik penyegitigaan ini. Kajian ini dijalankan secara komprehensif berdasarkan persekitaran fizikal dengan mengambil kira risiko bencana dan implikasi sosial. Buku ini diadaptasi daripada tesis doktor falsafah Muhammad Rusdi yang diselia oleh Ruhizal Roosli dan Mohd Sanusi S. Ahamad. Tesis ini telah dinobatkan oleh Universiti Sains Malaysia (USM) sebagai Tesis Terbaik dalam Majlis Persada Kencana pada tahun 2017. Walaupun terdapat sejumlah buku di pasaran yang membahaskan garis panduan pembangunan dan teknik penelitian umum penyegitigaan, namun buku-buku tersebut hanya memberikan contoh penggabungan kaedah kuantitatif dan kualitatif tanpa cadangan penyelesaian serta implikasi terhadap polisi pentadbiran dan persekitaran seperti yang dibincangkan dalam buku ini. Malah, buku ini turut memaparkan langkah demi langkah teknik penyegitigaan berdasarkan kajian kes berserta rajah dan penerangan lengkap. Buku ini sesuai dijadikan bahan rujukan bagi pengamal industri, pelajar, ahli akademik dan penyelidik.

Computer Processing of Remotely-Sensed Images

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Publisher : John Wiley & Sons
ISBN 13 : 1119502829
Total Pages : 388 pages
Book Rating : 4.1/5 (195 download)

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Book Synopsis Computer Processing of Remotely-Sensed Images by : Paul M. Mather

Download or read book Computer Processing of Remotely-Sensed Images written by Paul M. Mather and published by John Wiley & Sons. This book was released on 2022-04-11 with total page 388 pages. Available in PDF, EPUB and Kindle. Book excerpt: Computer Processing of Remotely-Sensed Images A thorough introduction to computer processing of remotely-sensed images, processing methods, and applications Remote sensing is a crucial form of measurement that allows for the gauging of an object or space without direct physical contact, allowing for the assessment and recording of a target under conditions which would normally render access difficult or impossible. This is done through the analysis and interpretation of electromagnetic radiation (EMR) that is reflected or emitted by an object, surveyed and recorded by an observer or instrument that is not in contact with the target. This methodology is particularly of importance in Earth observation by remote sensing, wherein airborne or satellite-borne instruments of EMR provide data on the planet’s land, seas, ice, and atmosphere. This permits scientists to establish relationships between the measurements and the nature and distribution of phenomena on the Earth’s surface or within the atmosphere. Still relying on a visual and conceptual approach to the material, the fifth edition of this successful textbook provides students with methods of computer processing of remotely sensed data and introduces them to environmental applications which make use of remotely-sensed images. The new edition’s content has been rearranged to be more clearly focused on image processing methods and applications in remote sensing with new examples, including material on the Copernicus missions, microsatellites and recently launched SAR satellites, as well as time series analysis methods. The fifth edition of Computer Processing of Remotely-Sensed Images also contains: A cohesive presentation of the fundamental components of Earth observation remote sensing that is easy to understand and highly digestible Largely non-technical language providing insights into more advanced topics that may be too difficult for a non-mathematician to understand Illustrations and example boxes throughout the book to illustrate concepts, as well as revised examples that reflect the latest information References and links to the most up-to-date online and open access sources used by students Computer Processing of Remotely-Sensed Images is a highly insightful textbook for advanced undergraduates and postgraduate students taking courses in remote sensing and GIS in Geography, Geology, and Earth & Environmental Science departments.

Geophysics for the Mineral Exploration Geoscientist

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Publisher : Cambridge University Press
ISBN 13 : 1139915622
Total Pages : 1083 pages
Book Rating : 4.1/5 (399 download)

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Book Synopsis Geophysics for the Mineral Exploration Geoscientist by : Michael Dentith

Download or read book Geophysics for the Mineral Exploration Geoscientist written by Michael Dentith and published by Cambridge University Press. This book was released on 2014-04-24 with total page 1083 pages. Available in PDF, EPUB and Kindle. Book excerpt: Providing a balance between principles and practice, this state-of-the-art overview of geophysical methods takes readers from the basic physical phenomena, through the acquisition and processing of data, to the creation of geological models of the subsurface and data interpretation to find hidden mineral deposits. Detailed descriptions of all the commonly used geophysical methods are given, including gravity, magnetic, radiometric, electrical, electromagnetic and seismic methods. Each technique is described in a consistent way and without complex mathematics. Emphasising extraction of maximum geological information from geophysical data, the book also explains petrophysics, data modelling and common interpretation pitfalls. Packed with full-colour figures, also available online, the text is supported by selected examples from around the world, including all the major deposit types. Designed for advanced undergraduate and graduate courses in minerals geoscience, this is also a valuable reference for professionals in the mining industry wishing to make greater use of geophysical methods. In 2015, Dentith and Mudge won the ASEG Lindsay Ingall Memorial Award for their combined effort in promoting geophysics to the wider community with the publication of this title.

The Changing Role of Geological Surveys

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Publisher : Geological Society of London
ISBN 13 : 1786204762
Total Pages : 300 pages
Book Rating : 4.7/5 (862 download)

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Book Synopsis The Changing Role of Geological Surveys by : P.R. Hill

Download or read book The Changing Role of Geological Surveys written by P.R. Hill and published by Geological Society of London. This book was released on 2020-12-07 with total page 300 pages. Available in PDF, EPUB and Kindle. Book excerpt: Senior managers and Heads of Geological Survey Organizations (GSOs) from around the world have contributed a collection of papers to provide a benchmark on how GSOs are responding to national and international needs in a rapidly changing world. GSOs continue to provide key scientific information about Earth systems, natural hazards and climate change. As countries adopt sustainable development principles and the public increasingly turns to social media to find information about resource and environmental issues, the generation and communication of Earth science knowledge become increasingly important. This volume provides a snapshot of how GSOs are adapting their activities to this changing world. The different national perspectives presented converge around several common themes related to resources, environment and big data. Climate change and the UN’s Sustainable Development Goals provide an increased incentive for GSOs of the world to work in harmony, to generate knowledge of Earth systems and to provide solutions for sustainable management of the planet.

Recent Research on Geotechnical Engineering, Remote Sensing, Geophysics and Earthquake Seismology

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Publisher : Springer Nature
ISBN 13 : 3031432185
Total Pages : 448 pages
Book Rating : 4.0/5 (314 download)

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Book Synopsis Recent Research on Geotechnical Engineering, Remote Sensing, Geophysics and Earthquake Seismology by : Attila Çiner

Download or read book Recent Research on Geotechnical Engineering, Remote Sensing, Geophysics and Earthquake Seismology written by Attila Çiner and published by Springer Nature. This book was released on with total page 448 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Handbook of Mathematical Geosciences

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Publisher : Springer
ISBN 13 : 3319789996
Total Pages : 914 pages
Book Rating : 4.3/5 (197 download)

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Book Synopsis Handbook of Mathematical Geosciences by : B.S. Daya Sagar

Download or read book Handbook of Mathematical Geosciences written by B.S. Daya Sagar and published by Springer. This book was released on 2018-06-25 with total page 914 pages. Available in PDF, EPUB and Kindle. Book excerpt: This Open Access handbook published at the IAMG's 50th anniversary, presents a compilation of invited path-breaking research contributions by award-winning geoscientists who have been instrumental in shaping the IAMG. It contains 45 chapters that are categorized broadly into five parts (i) theory, (ii) general applications, (iii) exploration and resource estimation, (iv) reviews, and (v) reminiscences covering related topics like mathematical geosciences, mathematical morphology, geostatistics, fractals and multifractals, spatial statistics, multipoint geostatistics, compositional data analysis, informatics, geocomputation, numerical methods, and chaos theory in the geosciences.