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Lessons Learned in the Digital Earth Project

Autor: Greinert, J., Henkel, D., Dransch, D., Bouwer, L., Brix, H., Dietrich, P., Frickenhaus, S., Petzold, A., Rechid, D., Ruhnke, R., zu Castell, W.

Publikováno v: Integrating Data Science and Earth Science ISBN: 9783030995454
Greinert, J.; Henkel, D.; Dransch, D.; Bouwer, L.; Brix, H.; Dietrich, P.; Frickenhaus, S.; Petzold, A.; Rechid, D.; Ruhnke, R.; zu Castell, W.: Lessons Learned in the Digital Earth Project. In: Bouwer, L.M.; Dransch, D.; Ruhnke, R.; Rechid, D.; Frickenhaus, S.; Greinert, J. (ed.): Integrating Data Science and Earth Science : Challenges and Solutions. Cham: Springer, 2022. 145-148. (DOI: /10.1007/978-3-030-99546-1_9) (ISBN: 978-3-030-99545-4)

The Digital Earth project aimed for the integration of data science and Earth science. Here, we reflect on the main lessons learned that include the need for interdisciplinary collaboration, thinking out of the box, the concept of ‘thinking in work

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The Digital Earth Project: Focus and Agenda

Autor: Ruhnke, R., Rechid, D., Dransch, D., Bouwer, L., Brix, H., Dietrich, P., Frickenhaus, S., Greinert, J., Henkel, D., Petzold, A., zu Castell, W.

Publikováno v: Integrating Data Science and Earth Science ISBN: 9783030995454
Ruhnke, R.; Rechid, D.; Dransch, D.; Bouwer, L.; Brix, H.; Dietrich, P.; Frickenhaus, S.; Greinert, J.; Henkel, D.; Petzold, A.; zu Castell, W.: The Digital Earth Project: Focus and Agenda. In: Bouwer, L.M.; Dransch, D.; Ruhnke, R.; Rechid, D.; Frickenhaus, S.; Greinert, J. (ed.): Integrating Data Science and Earth Science : Challenges and Solutions. Cham: Springer, 2022. 7-16. (DOI: /10.1007/978-3-030-99546-1_2) (ISBN: 978-3-030-99545-4)

Digital Earth is a project funded by the German Helmholtz Association with all centers of the research field Earth and Environment involved. The main goal of the Digital Earth project is to develop and bundle data science methods in extendable and ma

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https://doi.org/10.1007/978-3-030-99546-1_2

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Chapter 2: The Digital Earth Project: Focus and Agenda

Autor: Ruhnke, R., Rechid, D., Dransch, D., Bouwer, L., Brix, D., Dietrich, P., Frickenhaus, S., Greinert, J., Henkel, D., Petzold, A., Graf zu Castell-Rüdenhausen, W.

Publikováno v: Integrating Data Science and Earth Science Challenges and Solutions
SpringerBriefs in Earth System Sciences

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https://gfzpublic.gfz-potsdam.de/pubman/item/item_5013592

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Chapter 1: Data Science and Earth System Science

Autor: Graf zu Castell-Rüdenhausen, W., Ruhnke, R., Brix, H., Dietrich, P., Dransch, D., Frickenhaus, S., Greinert, J., Petzold, A.

Publikováno v: Integrating Date Science and Earth Science Challenges and Solutions
SpringerBriefs in Earth System Sciences

Data-driven science has turned into a fourth fundamental paradigm of performing research. Earth System Science, following a holistic approach in unraveling the complex network of processes and interactions shaping system Earth, particularly profits f

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https://gfzpublic.gfz-potsdam.de/pubman/item/item_5013591

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Chapter 9: Lessons Learned in the Digital Earth Project

Autor: Greinert, J., Henkel, D., Dransch, D., Bouwer, L., Brix, H., Dietrich, P., Frickenhaus, S., Petzold, A., Rechid, D., Ruhnke, R., Graf zu Castell-Rüdenhausen, W.

Publikováno v: Integrating Data Science and Earth Science Challenges and Solutions
SpringerBriefs in Earth System Sciences

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https://gfzpublic.gfz-potsdam.de/pubman/item/item_5013596

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Chapter 4: Data Analysis and Exploration with Computational Approaches

Autor: Wichert, V., Bouwer, L., Abraham, N., Brix, H., Callies, U., González Ávalos, E., Marien, L., Matthias, V., Michaelis, P., Rabe, D., Rechid, D., Ruhnke, R., Scharun, C., Valizadeh, M., Vlasenko, A., Graf zu Castell-Rüdenhausen, W.

Publikováno v: Integrating Data Science and Earth Science Challenges and Solutions
SpringerBriefs in Earth System Sciences

Artificial intelligence and machine learning (ML) methods are increasinglyappliedinEarthsystemresearch,forimprovingdataanalysis,andmodelperformance,andeventuallysystemunderstanding.IntheDigitalEarthproject,severalML approaches have been tested and ap

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https://gfzpublic.gfz-potsdam.de/pubman/item/item_5013594

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Denitrification, dehydration and ozone loss during the 2015/2016 Arctic winter

Autor: Khosrawi, F., Kirner, O., Sinnhuber, B.-M., Johansson, S., Höpfner, M., Santee, M. L., Froidevaux, L., Ungermann, J., Ruhnke, R., Woiwode, W., Oelhaf, H., Braesicke, P.

Publikováno v: Atmospheric Chemistry and Physics, Vol 17, Pp 12893-12910 (2017)
Atmospheric chemistry and physics, 17 (21), 12893-12910

The 2015/2016 Arctic winter was one of the coldest stratospheric winters in recent years. A stable vortex formed by early December and the early winter was exceptionally cold. Cold pool temperatures dropped below the nitric acid trihydrate (NAT) exis

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https://www.atmos-chem-phys.net/17/12893/2017/acp-17-12893-2017.pdf