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
;
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
;
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
![[thumbnail of 2022_Book_IntegratingDataScienceAndEarth.pdf]](https://epic.awi.de/56706/1.hassmallThumbnailVersion/2022_Book_IntegratingDataScienceAndEarth.pdf)
Edit Item
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
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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