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  • 1
    Monograph available for loan
    Monograph available for loan
    Cambridge, Mass. [u.a.] : MIT Press
    Call number: M 15.0095
    Description / Table of Contents: "Big Data" is on the covers of Science, Nature, the Economist, and Wired magazines, on the front pages of the Wall Street Journal and the New York Times. But despite the media hyperbole, as Christine Borgman points out in this examination of data and scholarly research, having the right data is usually better than having more data; little data can be just as valuable as big data. In many cases, there are no data -- because relevant data don't exist, cannot be found, or are not available. Moreover, data sharing is difficult, incentives to do so are minimal, and data practices vary widely across disciplines. Borgman, an often-cited authority on scholarly communication, argues that data have no value or meaning in isolation; they exist within a knowledge infrastructure -- an ecology of people, practices, technologies, institutions, material objects, and relationships.After laying out the premises of her investigation -- six "provocations" meant to inspire discussion about the uses of data in scholarship -- Borgman offers case studies of data practices in the sciences, the social sciences, and the humanities, and then considers the implications of her findings for scholarly practice and research policy. To manage and exploit data over the long term, Borgman argues, requires massive investment in knowledge infrastructures; at stake is the future of scholarship.
    Type of Medium: Monograph available for loan
    Pages: xvi, 383 S. , Ill.
    ISBN: 9780262028561
    Classification:
    Informatics
    Location: Upper compact magazine
    Branch Library: GFZ Library
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  • 2
    Call number: M 15.0216
    Description / Table of Contents: Geofluids : Developments in Microthermometry, Spectroscopy, Thermodynamics, and Stable Isotopes is the definitive source on paleofluids and the migration of hydrocarbons in sedimentary basins-ideal for researchers in oil and gas exploration. There's been a rapid development of new non-destructive analytical methods and interdisciplinary research that makes it difficult to find a single source of content on the subject of geofluids. Geoscience researchers commonly use multiple tools to interpret geologic problems, particularly if the problems involve fluid-rock interaction. This book perfectly combines the techniques of fluid inclusion microthermometry, stable isotope analyses, and various types of spectroscopy, including Raman analysis, to contribute to a thorough approach to research. Through a practical and intuitive step-by-step approach, the authors explain sample preparation, measurements, and the interpretation and analysis of data related to thermodynamics and mineral-fluid equilibria.* Features working examples in each chapter with step-by-step explanations and calculations* Broad range of case studies aid the analytical and experimental data* Includes appendices with equations of state, stable isotope fractionation equations, and Raman identification tables that aid in identification of fluid inclusion minerals* Authored by a team of expert scientists who have more than 60 years of related experience in the field and classroom combined
    Type of Medium: Monograph available for loan
    Pages: XIII, 489 S. : Ill., Tab. graph. Darst.
    ISBN: 9780128032411
    Classification:
    Geochemistry
    Location: Upper compact magazine
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  • 3
    Monograph available for loan
    Monograph available for loan
    Chicester : Wiley-Blackwell
    Call number: 18/M 15.0287
    Description / Table of Contents: Learn a simpler and more effective way to analyze data and predict outcomes with Python Machine Learning in Python shows you how to successfully analyze data using only two core machine learning algorithms, and how to apply them using Python. By focusing on two algorithm families that effectively predict outcomes, this book is able to provide full descriptions of the mechanisms at work, and the examples that illustrate the machinery with specific, hackable code. The algorithms are explained in simple terms with no complex math and applied using Python, with guidance on algorithm selection, data preparation, and using the trained models in practice. You will learn a core set of Python programming techniques, various methods of building predictive models, and how to measure the performance of each model to ensure that the right one is used. The chapters on penalized linear regression and ensemble methods dive deep into each of the algorithms, and you can use the sample code in the book to develop your own data analysis solutions. Machine learning algorithms are at the core of data analytics and visualization.In the past, these methods required a deep background in math and statistics, often in combination with the specialized R programming language. This book demonstrates how machine learning can be implemented using the more widely used and accessible Python programming language. * Predict outcomes using linear and ensemble algorithm families * Build predictive models that solve a range of simple and complex problems * Apply core machine learning algorithms using Python * Use sample code directly to build custom solutions Machine learning doesn't have to be complex and highly specialized. Python makes this technology more accessible to a much wider audience, using methods that are simpler, effective, and well tested. Machine Learning in Python shows you how to do this, without requiring an extensive background in math or statistics.
    Type of Medium: Monograph available for loan
    Pages: XXIX, 326 S. : Ill., graph. Darst.
    ISBN: 9781118961742
    Classification:
    Informatics
    Location: Reading room
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  • 4
    Monograph available for loan
    Monograph available for loan
    Cham : Springer International Publishing
    Call number: 10/M 16.89929
    Description / Table of Contents: This work summarizes the historical progression of the field of lithium (Li) isotope studies and provides a comprehensive yet succinct overview of the research applications toward which they have been directed. In synthesizing the historical and current research, the volume also suggests prospective future directions of study. Not even a full decade has passed since the publication of a broadly inclusive summary of Li isotope research around the globe (Tomascak, 2004). In this short time, the use of this isotope system in the investigation of geo- and cosmochemical questions has increased dramatically, due, in part, to the advent of new analytical technology at the end of the last millennium. Lithium, as a light element that forms low-charge, moderate-sized ions, manifests a number of chemical properties that make its stable isotope system useful in a wide array of geo- and cosmochemical research fields.  
    Type of Medium: Monograph available for loan
    Edition: Online edition Springer eBook Collection. Earth and Environmental Science
    ISBN: 9783319014302 , 9783319014296
    Series Statement: Advances in isotope geochemistry
    Classification:
    Geochemistry
    Language: English
    Note: Methodology of Lithium Analytical Chemistry and Isotopic MeasurementsCosmochemistry of Lithium -- Li Partitioning, Diffusion and Associated Isotopic Fractionation: Theoretical and Experimental Insights -- Lithium in the Deep Earth: Mantle and Crustal Systems -- The Surficial Realm: Low Temperature Geochemistry of Lithium..
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  • 5
    Monograph available for loan
    Monograph available for loan
    Berlin : Lehmanns Media
    Call number: 18/M 16.89976
    Type of Medium: Monograph available for loan
    Pages: viii, 948 Seiten , Illustrationen , 24 cm
    Edition: 2. Auflage (= Zweite, überarbeitete und erweiterte Auflage)
    ISBN: 3865417981 , 9783865417985
    Classification:
    Informatics
    Language: German
    Location: Reading room
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  • 6
    Monograph available for loan
    Monograph available for loan
    Köln : Taschen
    Call number: M 16.90279
    Type of Medium: Monograph available for loan
    Pages: 480 Seiten , 1 Poster
    ISBN: 9783836528795
    Classification:
    Informatics
    Language: Undetermined , Undetermined , Undetermined
    Note: Introduction / Sandra RendgenHow I strive to understand what it is like not to understand / Richard Saul Wurman -- How data changed journalism / Simon Rogers -- Turning visualisations into stories and "big pictures" / Paolo Ciurrarelli -- Projects. Location ; Time ; Category ; Hierarchy..
    Location: Upper compact magazine
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  • 7
    Monograph available for loan
    Monograph available for loan
    Cham : Springer International Publishing
    Call number: 10/M 17.91211 ; M 18.91287
    Type of Medium: Monograph available for loan
    Pages: v, 289 Seiten
    ISBN: 9783319646640
    Series Statement: Advances in isotope geochemistry
    Classification:
    Geochemistry
    Language: English
    Location: Reading room
    Location: Upper compact magazine
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  • 8
    Monograph available for loan
    Monograph available for loan
    Boston : Addison-Wesley
    Call number: 18/M 18.92932
    In: The C++ in-depth series
    Type of Medium: Monograph available for loan
    Pages: xii, 239 Seiten , Illustrationen
    Edition: Second edition
    ISBN: 978-0-13-499783-4
    Series Statement: The C++ in-depth series
    Classification:
    Informatics
    Language: English
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  • 9
    Monograph available for loan
    Monograph available for loan
    Berlin : Springer Spektrum
    Call number: M 19.93299
    Type of Medium: Monograph available for loan
    Pages: XIV, 249 Seiten , mit 111 Abbildungen und 5 Tabellen
    ISBN: 978-3-662-47095-4
    Series Statement: Springer Reference Naturwissenschaften
    Classification:
    Informatics
    Language: German
    Note: Enthalten: GeoVisual Analytics / Doris Dransch, Mike Sips und Andrea Unger (S. 21-44)
    Location: Upper compact magazine
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  • 10
    Monograph available for loan
    Monograph available for loan
    Cham : Springer International Publishing
    Call number: M 18.91552
    Type of Medium: Monograph available for loan
    Edition: 8th edition
    ISBN: 978-3-319-78526-4
    Series Statement: Springer Textbooks in Earth Sciences, Geography and Environment
    Classification:
    Geochemistry
    Language: English
    Location: Upper compact magazine
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  • 11
    Call number: 9/M 07.0421(468)
    In: Geological Society Special Publication
    Type of Medium: Monograph available for loan
    Pages: 208 Seiten , Diagramme
    ISBN: 978-1-78620-366-3
    Series Statement: Geological Society Special Publication 468
    Classification:
    Geochemistry
    Language: English
    Note: Hydrocarbon systems, by nature, are a complex interplay of elements that must be spatially and temporally aligned to result in the generation and preservation of subsurface hydrocarbon accumulations. To meet the increasing challenges of discovering hydrocarbon resources, it is essential that we advance our understanding of these systems through new geochemical approaches and analytical developments. Such development requires that academic- and industry-led research efforts converge in ways that are unique to the geosciences. The aim of this volume is to bring together a multidisciplinary geochemical community from industry and academia working in hydrocarbon systems to publish recent advances and state-of-the-art approaches to resolve the many remaining questions in hydrocarbon systems analysis. From Source to Seep presents geochemical and isotopic studies that are grouped into three themes: (1) source-rock identification and the temperature/timing of hydrocarbon generation; (2) mechanisms and time-scales associated with hydrocarbon migration, trapping, storage and alteration; and (3) the impact of fluid flow on reservoir properties. | Contents: Geochemical applications in petroleum systems analysis: new constraints and the power of integration / M. Lawson, M. J. Formolo, L. Summa and J. M. Eiler / Geological Society, London, Special Publications, 468, 1-21, 19 February 2018, https://doi.org/10.1144/SP468.6 --- Source-rock identification and the temperature/timing of hydrocarbon generation --- The utility of methane clumped isotopes to constrain the origins of methane in natural gas accumulations / Daniel A. Stolper, Michael Lawson, Michael J. Formolo, Cara L. Davis, Peter M. J. Douglas and John M. Eiler / Geological Society, London, Special Publications, 468, 23-52, 14 December 2017, https://doi.org/10.1144/SP468.3 --- The isotopic structures of geological organic compounds / John M. Eiler, Matthieu Clog, Michael Lawson, Max Lloyd, Alison Piasecki, Camilo Ponton and Hao Xie / Geological Society, London, Special Publications, 468, 53-81, 14 December 2017, https://doi.org/10.1144/SP468.4 --- Vanadium isotope composition of crude oil: effects of source, maturation and biodegradation / Yongjun Gao, John F. Casey, Luis M. Bernardo, Weihang Yang and K. K. (Adry) Bissada / Geological Society, London, Special Publications, 468, 83-103, 14 December 2017, https://doi.org/10.1144/SP468.2 --- Carbon and hydrogen isotopic compositions of n-alkanes as a tool in petroleum exploration / Nikolai Pedentchouk and Courtney Turich / Geological Society, London, Special Publications, 468, 105-125, 14 December 2017, https://doi.org/10.1144/SP468.1 --- Mechanisms and time-scales associated with hydrocarbon migration, trapping, storage and alteration --- Noble gases in conventional and unconventional petroleum systems / David J. Byrne, P. H. Barry, M. Lawson and C. J. Ballentine / Geological Society, London, Special Publications, 468, 127-149, 14 December 2017, https://doi.org/10.1144/SP468.5 --- Differentiating between biogenic and thermogenic sources of natural gas in coalbed methane reservoirs from the Illinois Basin using noble gas and hydrocarbon geochemistry / Myles T. Moore, David S. Vinson, Colin J. Whyte, William K. Eymold, Talor B. Walsh and Thomas H. Darrah / Geological Society, London, Special Publications, 468, 151-188, 18 January 2018, https://doi.org/10.1144/SP468.8 --- The impact of fluid flow on reservoir properties --- Testing clumped isotopes as a reservoir characterization tool: a comparison with fluid inclusions in a dolomitized sedimentary carbonate reservoir buried to 2–4 km / John M. MacDonald, Cédric M. John and Jean-Pierre Girard / Geological Society, London, Special Publications, 468, 189-202, 14 December 2017, https://doi.org/10.1144/SP468.7
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  • 12
    Call number: 18/M 17.90672
    Type of Medium: Monograph available for loan
    Pages: 418 Seiten , Illustrationen, Diagramme , 24 cm x 17 cm
    Edition: 1. Auflage
    ISBN: 3958454224 , 9783958454224 , 9783958454248 (electronic) , 9783958454231 (electronic)
    Uniform Title: Python machine learning
    Classification:
    Informatics
    Language: German
    Location: Reading room
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  • 13
    Call number: 18/M 18.91842
    Type of Medium: Monograph available for loan
    Pages: XXV, 492 Seiten , 151 x 228 x 32
    ISBN: 9781491910399
    Classification:
    Informatics
    Language: English
    Location: Reading room
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  • 14
    Call number: 10/M 18.90965 ; M 18.90965
    Description / Table of Contents: The book summarizes the knowledge and experiences concerning the role of halogens during various geochemical processes, such as diagenesis, ore-formation, magma evolution, metasomatism, mineralization, and metamorphism in the crust and mantle of the Earth. It comprises the role of halogens in other terrestrial worlds like volatile-rich asteroids, Mars, and the ice moons of Jupiter and Saturn. Review chapters outline and expand upon the basis of our current understanding regarding how halogens contribute to the geochemical/geophysical evolution and stability of terrestrial worlds overall.
    Type of Medium: Monograph available for loan
    Pages: vi, 1030 Seiten
    Edition: 1st edition 2018
    ISBN: 978-3-319-61665-0
    Series Statement: Springer Geochemistry
    Classification:
    Geochemistry
    Language: English
    Location: Reading room
    Location: Upper compact magazine
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  • 15
    Call number: 18/M 16.90280
    Type of Medium: Monograph available for loan
    Pages: 500 Seiten
    Edition: 3., aktualisierte und erweiterte Auflage
    ISBN: 9783446445642
    Classification:
    Informatics
    Language: German
    Location: Reading room
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  • 16
    Monograph available for loan
    Monograph available for loan
    Cambridge :Cambridge University Press,
    Call number: M 18.90867
    Type of Medium: Monograph available for loan
    Pages: 220 Seiten , 25 cm
    ISBN: 9781107198739
    Classification:
    Geochemistry
    Language: English
    Branch Library: GFZ Library
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