Integrating Data Science and Earth Science : : Challenges and Solutions.

Integrating Data Science and Earth Science : : Challenges and Solutions.

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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...

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Superior document:SpringerBriefs in Earth System Sciences
:
Bouwer, Laurens M.
TeilnehmendeR:
Dransch, Doris.
Ruhnke, Roland.
Rechid, Diana.
Frickenhaus, Stephan.
Greinert, Jens.
Place / Publishing House:Cham : : Springer International Publishing AG,, 2022.
©2022.
Year of Publication:2022
Language:English
Series:SpringerBriefs in Earth System Sciences
Physical Description:1 online resource (158 pages)
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spelling Bouwer, Laurens M.
Integrating Data Science and Earth Science : Challenges and Solutions.
Cham Springer Nature 2022
Cham : Springer International Publishing AG, 2022.
©2022.
1 online resource (158 pages)
text txt rdacontent
computer c rdamedia
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SpringerBriefs in Earth System Sciences
Description based on publisher supplied metadata and other sources.
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.
English
Helmholtz Association
Earth sciences bicssc
Algorithms & data structures bicssc
Artificial intelligence bicssc
Probability & statistics bicssc
Mathematics bicssc
Machine learning
SMART monitoring
Computational data exploration
Digital Earth
Visual data exploration
3-030-99545-3
Dransch, Doris.
Ruhnke, Roland.
Rechid, Diana.
Frickenhaus, Stephan.
Greinert, Jens.
language English
format eBook
author Bouwer, Laurens M.
spellingShingle Bouwer, Laurens M.
Integrating Data Science and Earth Science : Challenges and Solutions.
SpringerBriefs in Earth System Sciences
author_facet Bouwer, Laurens M.
Dransch, Doris.
Ruhnke, Roland.
Rechid, Diana.
Frickenhaus, Stephan.
Greinert, Jens.
author_variant l m b lm lmb
author2 Dransch, Doris.
Ruhnke, Roland.
Rechid, Diana.
Frickenhaus, Stephan.
Greinert, Jens.
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s f sf
j g jg
author2_role TeilnehmendeR
TeilnehmendeR
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author_sort Bouwer, Laurens M.
title Integrating Data Science and Earth Science : Challenges and Solutions.
title_sub Challenges and Solutions.
title_full Integrating Data Science and Earth Science : Challenges and Solutions.
title_fullStr Integrating Data Science and Earth Science : Challenges and Solutions.
title_full_unstemmed Integrating Data Science and Earth Science : Challenges and Solutions.
title_auth Integrating Data Science and Earth Science : Challenges and Solutions.
title_new Integrating Data Science and Earth Science :
title_sort integrating data science and earth science : challenges and solutions.
series SpringerBriefs in Earth System Sciences
series2 SpringerBriefs in Earth System Sciences
publisher Springer Nature
Springer International Publishing AG,
publishDate 2022
physical 1 online resource (158 pages)
isbn 3-030-99546-1
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callnumber-first G - Geography, Anthropology, Recreation
callnumber-subject G - General Geography
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