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
Primary Division
Programs
Primary Topic
Helmholtz Cross Cutting Activity (2021-2027)
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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