Released
Software

The Digital Earth Flood Event Explorer: A showcase for data analysis and exploration with scientific workflows

Cite as:

Eggert, Daniel; Rabe, Daniela; Dransch, Doris; Lüdtke, Stefan; Nam, Christine; Nixdorf, Erik; Wichert, Viktoria; Abraham, Nicola; Schröter, Kai; Merz, Bruno (2022): The Digital Earth Flood Event Explorer: A showcase for data analysis and exploration with scientific workflows. GFZ Data Services. https://doi.org/10.5880/GFZ.1.4.2022.001

Status

I   N       R   E   V   I   E   W : Eggert, Daniel; Rabe, Daniela; Dransch, Doris; Lüdtke, Stefan; Nam, Christine; Nixdorf, Erik; Wichert, Viktoria; Abraham, Nicola; Schröter, Kai; Merz, Bruno (2022): The Digital Earth Flood Event Explorer: A showcase for data analysis and exploration with scientific workflows. GFZ Data Services. https://doi.org/10.5880/GFZ.1.4.2022.001

Abstract

The Digital Earth Flood Event Explorer supports geoscientists and experts to analyse flood events along the process cascade event generation, evolution and impact across atmospheric, terrestrial, and marine disciplines. It applies the concept of scientific workflows and the component-based Data Analytics Software Framework (DASF, Eggert and Dransch, 2021) to an exemplary showcase. It aims at answering the following geoscientific questions:

- How does precipitation change over the course of the 21st century under different climate scenarios over a certain region?
- What are the main hydro-meteorological controls of a specific flood event?
- What are useful indicators to assess socio-economic flood impacts?
- How do flood events impact the marine environment?
- What are the best monitoring sites for upcoming flood events?

The Flood Event Explorer developed scientific workflows for each geoscientific question providing enhanced analysis methods from statistics, machine learning, and visual data exploration that are implemented in different languages and software environments, and that access data form a variety of distributed databases. The collaborating scientists are from different Helmholtz research centers and belong to different scientific fields such as hydrology, climate-, marine-, and environmental science, and computer- and data science. It is funded by the Initiative and Networking Fund of the Helmholtz Association through the Digital Earth project (https://www.digitalearth-hgf.de/).

Technical Information

Copyright 2022 Helmholtz Centre Potsdam GFZ German Research Centre for Geosciences, Potsdam, Germany / DE Flood Event Explorer

Licensed under the Apache License, Version 2.0 (the "License"); you may not use these files except in compliance with the License. You may obtain a copy of the License at

http://www.apache.org/licenses/LICENSE-2.0

Unless required by applicable law or agreed to in writing, software distributed under the License is distributed on an "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. See the License for the specific language governing permissions and limitations under the License.

Authors

  • Eggert, Daniel;GFZ German Research Centre for Geosciences, Potsdam, Germany
  • Rabe, Daniela;GFZ German Research Centre for Geosciences, Potsdam, Germany
  • Dransch, Doris;GFZ German Research Centre for Geosciences, Potsdam, Germany
  • Lüdtke, Stefan;GFZ German Research Centre for Geosciences, Potsdam, Germany
  • Nam, Christine;Helmholtz-Zentrum hereon, Geesthacht, Germany
  • Nixdorf, Erik;Helmholtz Centre for Environmental Research - UFZ, Leipzig, Germany
  • Wichert, Viktoria;Helmholtz-Zentrum hereon, Geesthacht, Germany
  • Abraham, Nicola;Helmholtz-Zentrum hereon, Geesthacht, Germany
  • Schröter, Kai;GFZ German Research Centre for Geosciences, Potsdam, Germany
  • Merz, Bruno;GFZ German Research Centre for Geosciences, Potsdam, Germany

Contact

Contributors

Morstein, Peter; Silva de Almeida, Igo; Sasin, Adam

Keywords

Digital Earth, Flood, DASF, Workflows

GCMD Science Keywords

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Files

License: Apache License, Version 2.0; Copyright (C) 2022 Helmholtz Centre Potsdam GFZ German Research Centre for Geosciences