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Miersch, Peter and Günther, Wiebke and Runge, Jakob and Zscheischler, Jakob (2025) Evaluating the Robustness of PCMCI+ for Causal Discovery of Flood Drivers. Artificial Intelligence for the Earth Systems, 4 (4), e240114. American Meteorological Society. doi: 10.1175/AIES-D-24-0114.1. ISSN 2769-7525.
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Official URL: https://journals.ametsoc.org/view/journals/aies/4/4/AIES-D-24-0114.1.xml
| Item URL in elib: | https://elib.dlr.de/220097/ | ||||||||||||||||||||
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| Document Type: | Article | ||||||||||||||||||||
| Additional Information: | Extreme events; Statistical techniques; Time series; Flood events; Machine learning | ||||||||||||||||||||
| Title: | Evaluating the Robustness of PCMCI+ for Causal Discovery of Flood Drivers | ||||||||||||||||||||
| Authors: |
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| Date: | October 2025 | ||||||||||||||||||||
| Journal or Publication Title: | Artificial Intelligence for the Earth Systems | ||||||||||||||||||||
| Refereed publication: | Yes | ||||||||||||||||||||
| Open Access: | No | ||||||||||||||||||||
| Gold Open Access: | No | ||||||||||||||||||||
| In SCOPUS: | No | ||||||||||||||||||||
| In ISI Web of Science: | Yes | ||||||||||||||||||||
| Volume: | 4 | ||||||||||||||||||||
| DOI: | 10.1175/AIES-D-24-0114.1 | ||||||||||||||||||||
| Page Range: | e240114 | ||||||||||||||||||||
| Publisher: | American Meteorological Society | ||||||||||||||||||||
| ISSN: | 2769-7525 | ||||||||||||||||||||
| Status: | Published | ||||||||||||||||||||
| Keywords: | Extreme events; Statistical techniques; Time series; Flood events; Machine learning | ||||||||||||||||||||
| HGF - Research field: | Aeronautics, Space and Transport | ||||||||||||||||||||
| HGF - Program: | Space | ||||||||||||||||||||
| HGF - Program Themes: | other | ||||||||||||||||||||
| DLR - Research area: | Raumfahrt | ||||||||||||||||||||
| DLR - Program: | R - no assignment | ||||||||||||||||||||
| DLR - Research theme (Project): | R - no assignment | ||||||||||||||||||||
| Location: | Jena | ||||||||||||||||||||
| Institutes and Institutions: | Institute of Data Science > Data Analysis and Intelligence | ||||||||||||||||||||
| Deposited By: | Gerhardus, Andreas | ||||||||||||||||||||
| Deposited On: | 05 Dec 2025 14:24 | ||||||||||||||||||||
| Last Modified: | 05 Dec 2025 14:24 |
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