Logo DOAB
  • Publisher login
    • Support
    • Language 
      • English
      • français
    • Deposit
            View Item 
            •   DOAB Home
            • View Item
            •   DOAB Home
            • View Item
            JavaScript is disabled for your browser. Some features of this site may not work without it.

            Integrating Data Science and Earth Science

            Challenges and Solutions

            Thumbnail
            Contributor(s)
            Bouwer, Laurens M. (editor)
            Dransch, Doris (editor)
            Ruhnke, Roland (editor)
            Rechid, Diana (editor)
            Frickenhaus, Stephan (editor)
            Greinert, Jens (editor)
            Language
            English
            Show full item record
            Abstract
            This open access book presents the results of three years collaboration between earth scientists and data scientist, in developing and applying data science methods for scientific discovery. The book will be highly beneficial for other researchers at senior and graduate level, interested in applying visual data exploration, computational approaches and scientifc workflows.
            URI
            https://doab-dev.siscern.org/handle/20.500.12854/196800
            Keywords
            Machine learning; SMART monitoring; Computational data exploration; Digital Earth; Visual data exploration; thema EDItEUR::R Earth Sciences, Geography, Environment, Planning::RB Earth sciences; thema EDItEUR::U Computing and Information Technology::UM Computer programming / software engineering::UMB Algorithms and data structures; thema EDItEUR::U Computing and Information Technology::UY Computer science::UYQ Artificial intelligence; thema EDItEUR::P Mathematics and Science::PB Mathematics::PBT Probability and statistics; thema EDItEUR::P Mathematics and Science::PB Mathematics
            DOI
            10.1007/978-3-030-99546-1
            ISBN
            9783030995461
            Publisher
            Springer Nature
            Publisher website
            http://www.springernature.com/oabooks
            Publication date and place
            Cham, 2022
            Grantor
            • Helmholtz Association
            Imprint
            Springer
            Series
            SpringerBriefs in Earth System Sciences,
            Pages
            148
            • OAPEN harvesting collection

            Browse

            All of DOABSubjectsPublishersLanguagesCollections

            My Account

            LoginRegister

            Export

            Repository metadata
            Doabooks

            • For Researchers
            • For Librarians
            • For Publishers
            • Our Supporters
            • Resources
            • DOAB

            Newsletter


            • subscribe to our newsletter
            • view our news archive

            Follow us on

            • Twitter

            License

            • If not noted otherwise all contents are available under Attribution 4.0 International (CC BY 4.0)

            donate


            • Donate
              Support DOAB and the OAPEN Library

            Credits


            • logo Investir l'avenirInvestir l'avenir
            • logo MESRIMESRI
            • logo EUEuropean Union
              This project received funding from the European Union’s Horizon 2020 research and innovation programme under grant agreement No 871069.

            Directory of Open Access Books is a joint service of OAPEN, OpenEdition, CNRS and Aix-Marseille Université, provided by DOAB Foundation.

            Websites:

            DOAB
            www.doabooks.org

            OAPEN Home
            www.oapen.org

            OAPEN OA Books Toolkit
            www.oabooks-toolkit.org

            Export search results

            The export option will allow you to export the current search results of the entered query to a file. Differen formats are available for download. To export the items, click on the button corresponding with the preferred download format.

            A logged-in user can export up to 15000 items. If you're not logged in, you can export no more than 500 items.

            To select a subset of the search results, click "Selective Export" button and make a selection of the items you want to export. The amount of items that can be exported at once is similarly restricted as the full export.

            After making a selection, click one of the export format buttons. The amount of items that will be exported is indicated in the bubble next to export format.