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Machine Learning and Data Mining Approaches to Climate Science

Machine Learning and Data Mining Approaches to Climate Science

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  • Forlagets pris kr. 1.709,95
  • Leveringstid 2-4 uger
  • Forventet levering 25-05-2018
Bog, paperback (kr. 1.139,95)
  1. Beskrivelse

    This book presents innovative work in Climate Informatics, a new field that reflects the application of data mining methods to climate science, and shows where this new and fast growing field is headed. 1 Paperback 73 Illustrations, color; 16 Illustrations, black and white; IX, 252 p.... Læs mere

    Udgivelsesdato:
    15-10-2016
    Leveringstid:
    2-4 uger
    Rating:
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  2. Yderligere info
    Udgivelsesdato:
    15-10-2016
    Sprog:
    Engelsk
    ISBN13:
    9783319365589
    Sidetal:
    261
    Vægt:
    480
    Bredde:
    155
    Længde:
    235
    Mærkat:
    Bog, paperback
    Format:
    Paperback
    Udgave:
    Softcover reprint of the original 1st ed. 2015
    • Bibliotekernes beskrivelse

      This book presents innovative work in Climate Informatics, a new field that reflects the application of data mining methods to climate science, and shows where this new and fast growing field is headed. Given its interdisciplinary nature, Climate Informatics offers insights, tools and methods that are increasingly needed in order to understand the climate system, an aspect which in turn has become crucial because of the threat of climate change. There has been a veritable explosion in the amount of data produced by satellites, environmental sensors and climate models that monitor, measure and forecast the earth system. In order to meaningfully pursue knowledge discovery on the basis of such voluminous and diverse datasets, it is necessary to apply machine learning methods, and Climate Informatics lies at the intersection of machine learning and climate science. This book grew out of the fourth workshop on Climate Informatics held in Boulder, Colorado in Sep. 2014.

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