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  • 1
    Online Resource
    Online Resource
    Cham : Springer International Publishing | Cham : Imprint: Springer
    Keywords: Atmospheric sciences. ; Data mining. ; Climate. ; Pattern recognition. ; Environment.
    Description / Table of Contents: Chapter 1 Introduction -- Chapter 2 General Setting and Basic Terminology -- Chapter 3 Empirical Orthogonal Functions -- Chapter 4 Rotated and Simplified EOFs -- Chapter 5 Complex/Hilbert EOFs -- Chapter 6 Principal Oscillation Patterns and their extension -- Chapter 7 Extended EOFs and SSA -- Chapter 8 Persistent, Predictive, and Interpolated Patterns -- Chapter 9 Principal Coordinates or Multidimensional Scaling -- Chapter 10 Factor Analysis -- Chapter 11 Projection Pursuit -- Chapter 12 Independent Component Analysis -- Chapter 13 Kernel EOFs -- Chapter 14 Functional and Regularised EOFs -- Chapter 15 Methods for Coupled Patterns -- Chapter 16 Further topics -- Chapter 17 Machine Learning -- Appendix A Smoothing Techniques -- Appendix B Introduction to Probability and Random Variables.-Appendix C Stationary Time Series Analysis.-Appendix D Matrix Algebra and Matrix Function -- Appendix E Optimisation Algorithms -- Appendix F Hilbert Space -- Appendix G Systems of Linear Ordinary Differential Equations -- Appendix H Links for Software Resource Material -- Index.
    Type of Medium: Online Resource
    Pages: 1 Online-Ressource(XXIV, 600 p. 201 illus., 79 illus. in color.)
    Edition: 1st ed. 2021.
    ISBN: 9783030670733
    Series Statement: Springer Atmospheric Sciences
    DDC: 551.5
    Language: English
    Location Call Number Limitation Availability
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  • 2
    Online Resource
    Online Resource
    Cham : Springer International Publishing | Cham : Imprint: Springer
    Keywords: Air pollution. ; Medical geography. ; Atmospheric sciences. ; Analytical chemistry. ; Climatology.
    Description / Table of Contents: Dust storm Satellite images -- Deposited dust -- Dust particles size and statistical parameters -- Mineralogy (XRD) -- Inductively coupled plasma(ICP) -- Deposited rates of radionuclides -- Pollen in dust -- Other properties -- Spectro absorption.
    Type of Medium: Online Resource
    Pages: 1 Online-Ressource(XI, 250 p. 272 illus., 267 illus. in color.)
    Edition: 1st ed. 2021.
    ISBN: 9783030669775
    Series Statement: Springer eBook Collection
    DDC: 363.7392
    Language: English
    Note: Open Access
    Location Call Number Limitation Availability
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  • 3
    Online Resource
    Online Resource
    Cham : Springer International Publishing | Cham : Imprint: Springer
    Keywords: Atmospheric sciences. ; Pollution. ; Environment. ; Environmental management. ; Sustainable development.
    Description / Table of Contents: Chapter 1. Introduction -- Chapter 2. Transport mechanisms, potential sources and radiative impacts of black carbon aerosols on the Himalayas and Tibetan Plateau glaciers -- Chapter 3. Impact of urban and semi-urban aerosols on the cloud microphysical properties and precipitation -- Chapter 4. Aerosol Characteristics and its Impact on Regional Climate over Northern India -- Chapter 5. Impacts of air pollution on Himalayan Region -- Chapter 6. Human associated potential risk of metals bound fine particulate matter -- Chapter 7. Potential impacts of gaseous air pollutants on global crop yields under climate change uncertainties and urbanization -- Chapter 8. Impacts of air pollutants on forest ecosystem and role in ecological imbalance -- Chapter 9. Green technologies to combat air pollution -- Chapter 10. Urban mobility associated ambient air quality and policies for environmental implications -- Index. .
    Type of Medium: Online Resource
    Pages: 1 Online-Ressource(XIII, 178 p. 40 illus., 33 illus. in color.)
    Edition: 1st ed. 2021.
    ISBN: 9783030705091
    Series Statement: Springer Atmospheric Sciences
    DDC: 551.5
    Language: English
    Location Call Number Limitation Availability
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