publisher:10.1007/978-3-030-99546-1
Integrating Data Science and Earth Science
Bouwer, Laurens M.
ORCID: https://orcid.org/0000-0003-3498-2586, Dransch, Doris, Ruhnke, Roland
ORCID: https://orcid.org/0000-0002-0353-1603, Rechid, Diana
ORCID: https://orcid.org/0000-0002-6035-2935, Frickenhaus, Stephan
ORCID: https://orcid.org/0000-0002-0356-9791, Greinert, Jens
ORCID: https://orcid.org/0000-0001-6186-8573, zu Castell, Wolfgang
ORCID: https://orcid.org/0000-0003-2820-6564, Brix, Holger
ORCID: https://orcid.org/0000-0003-4229-6164, Dietrich, Peter
ORCID: https://orcid.org/0000-0002-7742-6064, Petzold, Andreas
ORCID: https://orcid.org/0000-0002-2504-1680, Henkel, Daniela
ORCID: https://orcid.org/0000-0001-6814-0198, Avalos, Evarardo Gonzales, Abraham, Nicola, Buck, Valentin
ORCID: https://orcid.org/0000-0003-0436-8294, Eggert, Daniel
ORCID: https://orcid.org/0000-0003-0251-4390, Wichert, Victoria
ORCID: https://orcid.org/0000-0002-3402-6562, Kwasnitschka, Tom
ORCID: https://orcid.org/0000-0003-1046-1604, Rabe, Daniela, Stäbler, Flemming, Marien, Lennart Christopher
ORCID: https://orcid.org/0000-0001-7310-4298, Callies, Ulrich
ORCID: https://orcid.org/0000-0003-4837-1006, Matthias, Volker
ORCID: https://orcid.org/0000-0003-0519-8805, Michaelis, Patrick, Scharun, Christian, Valizadeh, Mahyar, Vlasenko, Andrej, Kalbacher, Thomas
ORCID: https://orcid.org/0000-0002-7866-5702, Lüdtke, Stefan
ORCID: https://orcid.org/0000-0002-7888-9175, Merz, Bruno
ORCID: https://orcid.org/0000-0002-5992-1440, Nam, Christine
ORCID: https://orcid.org/0000-0001-9404-3412, Nixdorf, Erik
ORCID: https://orcid.org/0000-0001-5569-4597, Schröter, Kai
ORCID: https://orcid.org/0000-0002-3173-7019, Tiedje, Bente, Wendi, Dadiyorto, Ködel, Uta
ORCID: https://orcid.org/0000-0002-0296-6250, Fischer, Philipp
ORCID: https://orcid.org/0000-0002-3357-5420, Bundke, Ulrich
ORCID: https://orcid.org/0000-0001-5484-8099, Burwicz-Galerne, Ewa
ORCID: https://orcid.org/0000-0003-4551-5609, Haas, Antonie
ORCID: https://orcid.org/0000-0002-3771-4125, Herrarte, Isabel
ORCID: https://orcid.org/0000-0002-0868-7519, Haroon, Amir
ORCID: https://orcid.org/0000-0001-5138-6730, Jegen, Marion
ORCID: https://orcid.org/0000-0001-6307-8428, Kennenrt, Marcel
ORCID: https://orcid.org/0000-0002-3712-0079, Korf, Tobias, Kunkel, Ralf
ORCID: https://orcid.org/0000-0003-2022-0011, Kwok, Ching Yin, Mahnke, Christoph, Paasche, Hendrik, Rohs, Susanne
ORCID: https://orcid.org/0000-0001-5473-2934, Wagner, Robert
ORCID: https://orcid.org/0000-0002-2888-0834, Walter, Andreas
ORCID: https://orcid.org/0000-0002-1153-7378, Fuchs, Nike
ORCID: https://orcid.org/0000-0003-0122-7322, Krause, Gesche
ORCID: https://orcid.org/0000-0001-7917-7121, Fritzsch, Bernadette
ORCID: https://orcid.org/0000-0002-0690-7151 and Köckeritz, Werner
;







































Contact
Stephan.Frickenhaus [ at ] awi.de
Abstract
This open access book presents the results of three years collaboration between earth scientists and data scientists, 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.
Item Type
Book
Authors
Bouwer, Laurens M.
ORCID: https://orcid.org/0000-0003-3498-2586, Dransch, Doris, Ruhnke, Roland
ORCID: https://orcid.org/0000-0002-0353-1603, Rechid, Diana
ORCID: https://orcid.org/0000-0002-6035-2935, Frickenhaus, Stephan
ORCID: https://orcid.org/0000-0002-0356-9791, Greinert, Jens
ORCID: https://orcid.org/0000-0001-6186-8573, zu Castell, Wolfgang
ORCID: https://orcid.org/0000-0003-2820-6564, Brix, Holger
ORCID: https://orcid.org/0000-0003-4229-6164, Dietrich, Peter
ORCID: https://orcid.org/0000-0002-7742-6064, Petzold, Andreas
ORCID: https://orcid.org/0000-0002-2504-1680, Henkel, Daniela
ORCID: https://orcid.org/0000-0001-6814-0198, Avalos, Evarardo Gonzales, Abraham, Nicola, Buck, Valentin
ORCID: https://orcid.org/0000-0003-0436-8294, Eggert, Daniel
ORCID: https://orcid.org/0000-0003-0251-4390, Wichert, Victoria
ORCID: https://orcid.org/0000-0002-3402-6562, Kwasnitschka, Tom
ORCID: https://orcid.org/0000-0003-1046-1604, Rabe, Daniela, Stäbler, Flemming, Marien, Lennart Christopher
ORCID: https://orcid.org/0000-0001-7310-4298, Callies, Ulrich
ORCID: https://orcid.org/0000-0003-4837-1006, Matthias, Volker
ORCID: https://orcid.org/0000-0003-0519-8805, Michaelis, Patrick, Scharun, Christian, Valizadeh, Mahyar, Vlasenko, Andrej, Kalbacher, Thomas
ORCID: https://orcid.org/0000-0002-7866-5702, Lüdtke, Stefan
ORCID: https://orcid.org/0000-0002-7888-9175, Merz, Bruno
ORCID: https://orcid.org/0000-0002-5992-1440, Nam, Christine
ORCID: https://orcid.org/0000-0001-9404-3412, Nixdorf, Erik
ORCID: https://orcid.org/0000-0001-5569-4597, Schröter, Kai
ORCID: https://orcid.org/0000-0002-3173-7019, Tiedje, Bente, Wendi, Dadiyorto, Ködel, Uta
ORCID: https://orcid.org/0000-0002-0296-6250, Fischer, Philipp
ORCID: https://orcid.org/0000-0002-3357-5420, Bundke, Ulrich
ORCID: https://orcid.org/0000-0001-5484-8099, Burwicz-Galerne, Ewa
ORCID: https://orcid.org/0000-0003-4551-5609, Haas, Antonie
ORCID: https://orcid.org/0000-0002-3771-4125, Herrarte, Isabel
ORCID: https://orcid.org/0000-0002-0868-7519, Haroon, Amir
ORCID: https://orcid.org/0000-0001-5138-6730, Jegen, Marion
ORCID: https://orcid.org/0000-0001-6307-8428, Kennenrt, Marcel
ORCID: https://orcid.org/0000-0002-3712-0079, Korf, Tobias, Kunkel, Ralf
ORCID: https://orcid.org/0000-0003-2022-0011, Kwok, Ching Yin, Mahnke, Christoph, Paasche, Hendrik, Rohs, Susanne
ORCID: https://orcid.org/0000-0001-5473-2934, Wagner, Robert
ORCID: https://orcid.org/0000-0002-2888-0834, Walter, Andreas
ORCID: https://orcid.org/0000-0002-1153-7378, Fuchs, Nike
ORCID: https://orcid.org/0000-0003-0122-7322, Krause, Gesche
ORCID: https://orcid.org/0000-0001-7917-7121, Fritzsch, Bernadette
ORCID: https://orcid.org/0000-0002-0690-7151 and Köckeritz, Werner
;







































Divisions
AWI Organizations > Biosciences > Coastal Ecology
AWI Organizations > Infrastructure > Computing and Data Centre
AWI Organizations > Infrastructure > Computing and Data Centre > PANGAEA
AWI Organizations > Infrastructure > Scientific Computing
AWI Organizations > Knowledge and Technology Transfer > Earth System Knowledge and Platform
AWI Organizations > Infrastructure > Computing and Data Centre
AWI Organizations > Infrastructure > Computing and Data Centre > PANGAEA
AWI Organizations > Infrastructure > Scientific Computing
AWI Organizations > Knowledge and Technology Transfer > Earth System Knowledge and Platform
Primary Division
Programs
Helmholtz Research Programs > CHANGING EARTH (2021-2027) > PT2:Ocean and Cryosphere in Climate > ST2.2: Variability and Extremes
Helmholtz Research Programs > CHANGING EARTH (2021-2027) > PT2:Ocean and Cryosphere in Climate > ST2.4: Advanced Research Technologies for Tomorrow
Helmholtz Research Programs > CHANGING EARTH (2021-2027) > PT2:Ocean and Cryosphere in Climate > ST2.4: Advanced Research Technologies for Tomorrow
Primary Topic
Helmholtz Programs > Helmholtz Research Programs > CHANGING EARTH (2021-2027) > PT2:Ocean and Cryosphere in Climate > ST2.4: Advanced Research Technologies for Tomorrow
Helmholtz Cross Cutting Activity (2021-2027)
CTA:DE:Digital Earth
CTA:MOSES:Modular Observation Solutions for Earth Systems
CTA:TERENO:Terrestrial Environmental Observatories
CTA:MOSES:Modular Observation Solutions for Earth Systems
CTA:TERENO:Terrestrial Environmental Observatories
Publication Status
Published
Eprint ID
56706
DOI
10.1007/978-3-030-99546-1
Cite as
Bouwer, L. M.
,
Dransch, D.
,
Ruhnke, R.
,
Rechid, D.
,
Frickenhaus, S.
,
Greinert, J.
,
zu Castell, W.
,
Brix, H.
,
Dietrich, P.
,
Petzold, A.
,
Henkel, D.
,
Avalos, E. G.
,
Abraham, N.
,
Buck, V.
,
Eggert, D.
,
Wichert, V.
,
Kwasnitschka, T.
,
Rabe, D.
,
Stäbler, F.
,
Marien, L. C.
,
Callies, U.
,
Matthias, V.
,
Michaelis, P.
,
Scharun, C.
,
Valizadeh, M.
,
Vlasenko, A.
,
Kalbacher, T.
,
Lüdtke, S.
,
Merz, B.
,
Nam, C.
,
Nixdorf, E.
,
Schröter, K.
,
Tiedje, B.
,
Wendi, D.
,
Ködel, U.
,
Fischer, P.
,
Bundke, U.
,
Burwicz-Galerne, E.
,
Haas, A.
,
Herrarte, I.
,
Haroon, A.
,
Jegen, M.
,
Kennenrt, M.
,
Korf, T.
,
Kunkel, R.
,
Kwok, C. Y.
,
Mahnke, C.
,
Paasche, H.
,
Rohs, S.
,
Wagner, R.
,
Walter, A.
,
Fuchs, N.
,
Krause, G.
,
Fritzsch, B.
and
Köckeritz, W.
(2022):
Integrating Data Science and Earth Science
/
L. Bouwer
ORCID: https://orcid.org/0000-0003-3498-2586
,
D. Dransch
,
R. Ruhnke
ORCID: https://orcid.org/0000-0002-0353-1603
,
D. Rechid
ORCID: https://orcid.org/0000-0002-6035-2935
,
S. Frickenhaus
ORCID: https://orcid.org/0000-0002-0356-9791
and
J. Greinert
ORCID: https://orcid.org/0000-0001-6186-8573
(editors)
,
Cham, Switzerland,
Springer,
148 p.,
ISBN: 978-3-030-99545-4
.
doi: 10.1007/978-3-030-99546-1





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