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Integrating Data Science and Earth Science

Challenges and Solutions

dc.contributor.editorBouwer, Laurens M.
dc.contributor.editorDransch, Doris
dc.contributor.editorRuhnke, Roland
dc.contributor.editorRechid, Diana
dc.contributor.editorFrickenhaus, Stephan
dc.contributor.editorGreinert, Jens
dc.date.accessioned2022-08-18T04:03:58Z
dc.date.available2022-08-18T04:03:58Z
dc.date.issued2022
dc.date.submitted2022-08-17T20:14:11Z
dc.identifierONIX_20220817_9783030995461_14
dc.identifierhttps://library.oapen.org/handle/20.500.12657/57914
dc.identifier.urihttps://directory.doabooks.org/handle/20.500.12854/91317
dc.description.abstractThis 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.
dc.languageEnglish
dc.relation.ispartofseriesSpringerBriefs in Earth System Sciences
dc.rightsopen access
dc.subject.classificationthema EDItEUR::R Earth Sciences, Geography, Environment, Planning::RB Earth sciencesen_US
dc.subject.classificationthema EDItEUR::U Computing and Information Technology::UM Computer programming / software engineering::UMB Algorithms and data structuresen_US
dc.subject.classificationthema EDItEUR::U Computing and Information Technology::UY Computer science::UYQ Artificial intelligenceen_US
dc.subject.classificationthema EDItEUR::P Mathematics and Science::PB Mathematics::PBT Probability and statisticsen_US
dc.subject.classificationthema EDItEUR::P Mathematics and Science::PB Mathematicsen_US
dc.subject.otherMachine learning
dc.subject.otherSMART monitoring
dc.subject.otherComputational data exploration
dc.subject.otherDigital Earth
dc.subject.otherVisual data exploration
dc.titleIntegrating Data Science and Earth Science
dc.title.alternativeChallenges and Solutions
dc.typebook
oapen.identifier.doi10.1007/978-3-030-99546-1
oapen.relation.isPublishedBy9fa3421d-f917-4153-b9ab-fc337c396b5a
oapen.relation.isFundedByaa5fee9d-1ecd-4146-9db5-53513037bc9a
oapen.relation.isFundedBy9af17a1f-e23d-4316-a96b-d0e94bba17e1
oapen.relation.isbn9783030995461
oapen.imprintSpringer
oapen.pages148
oapen.place.publicationCham
oapen.grant.number[...]
dc.relationisFundedBy9af17a1f-e23d-4316-a96b-d0e94bba17e1


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open access
Except where otherwise noted, this item's license is described as open access