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  • Atmospheric science.
  • Geochemistry
  • Geophysics.
  • Jews History
  • Klimatologie
  • Körper
  • Literatur
  • 1
    Online Resource
    Online Resource
    Cham : Springer Nature Switzerland | Cham : Imprint: Springer
    Keywords: Physical geography. ; Geology. ; Geophysics. ; Chemical engineering. ; Environmental engineering. ; Oceanography.
    Description / Table of Contents: This book presents short papers of participants of the 9th International Scientific Conference-School for Young Scientists «Physical and Mathematical Modeling of Earth and Environment Processes. A special focus is given to the extraction of hydrocarbon resources, including from unconventional sources. An alternative to the use of hydrocarbons as a main source of energy on the Planet in the coming decades is unlikely to be found. At the same time, the resource base of hydrocarbons is quickly depleted, in particularly, large and accessible oil and gas fields. The shale oil and gas, Arctic hydrocarbon stocks, gas hydrates, coal bed methane, oil and gas from deep horizons can become new sources. "Deep oil" may be the most promising source of expanding the resource base of hydrocarbons according to many experts. New technologies are required to their development. Efficient low-cost technologies can be created on the basis of geomechanical approach, i.e., through the use of a huge elastic energy stored in the rock massif due to rock pressure. The creation of new breakthrough approaches to the development of hydrocarbon fields is very important in today's geopolitical conditions and requires the involvement of young minds and strength. International activities, including the youth scientific schools, can become an effective tool for exchange of information and the organizing of interdisciplinary research of processes in geo-environment. The book presents the new results of the experimental and theoretical modeling of deformation, fracture, and filtration processes in the rocks in connection to issues of creating scientific fundamentals for new hydrocarbon production technologies. The investigations of the dependence of well stability and permeability of rocks on the stress-strain state in conditions of deep horizons and high rock pressure are also represented.
    Type of Medium: Online Resource
    Pages: 1 Online-Ressource(XI, 698 p. 321 illus., 227 illus. in color.)
    Edition: 1st ed. 2024.
    ISBN: 9783031545894
    Series Statement: Springer Proceedings in Earth and Environmental Sciences
    Language: English
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  • 2
    Keywords: Climatology Statistical methods ; Climatology Data processing ; Information visualization ; R (Computer program language) ; Python (Computer program language) ; Lehrbuch ; Klimatologie ; Geostatistik ; Geoinformatik ; Datenanalyse ; Visualisierung ; R ; Python
    Description / Table of Contents: "A comprehensive overview of essential statistical concepts, useful statistical methods, data visualization, and computing tools for the climate and related sciences. This book is an invaluable reference for students and researchers in climatology and its connected fields who wish to learn data science, statistics, R and Python programming"--
    Type of Medium: Book
    Pages: xxii, 391 Seiten , Illustrationen, Diagramme
    ISBN: 9781108842570 , 9781108829465
    DDC: 551.63/3
    RVK:
    Language: English
    Note: Literaturangaben und Index , Basics of climate data arrays, statistics, and visualization -- Elementary probability and statistics -- Estimation and decision making -- Regression models and methods -- Matrices for climate data -- Covariance matrices, EOFs, and PCs -- Introduction to time series -- Spectral analysis of time series -- Introduction to machine learning.
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