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Part 1: Document Description
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Citation |
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Title: |
Identifying spatio-temporal drivers of extreme events [data set] |
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Identification Number: |
doi:10.60507/FK2/RD9E33 |
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Distributor: |
bonndata |
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Date of Distribution: |
2024-10-21 |
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Version: |
1 |
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Bibliographic Citation: |
Shams Eddin, Mohamad Hakam; Gall, Juergen, 2024, "Identifying spatio-temporal drivers of extreme events [data set]", https://doi.org/10.60507/FK2/RD9E33, bonndata, V1 |
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Citation |
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Title: |
Identifying spatio-temporal drivers of extreme events [data set] |
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Identification Number: |
doi:10.60507/FK2/RD9E33 |
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Authoring Entity: |
Shams Eddin, Mohamad Hakam (University of Bonn) |
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Gall, Juergen (University of Bonn) |
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Date of Production: |
2023-08-01 |
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Grant Number: |
SFB 1502/1–2022 – project no. 450058266 |
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Distributor: |
bonndata |
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Access Authority: |
Shams Eddin, Mohamad Hakam |
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Access Authority: |
Shams Eddin, Mohamad Hakam |
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Depositor: |
Shams Eddin, Mohamad |
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Date of Deposit: |
2024-10-09 |
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Holdings Information: |
https://doi.org/10.60507/FK2/RD9E33 |
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Study Scope |
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Keywords: |
Agricultural Sciences, Computer and Information Science, Earth and Environmental Sciences, Physics, Agricultural Sciences, Computer and Information Science, Earth and Environmental Sciences, Physics |
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Abstract: |
This data set allows to systematically evaluate approaches for the task of identifying extreme events in water cycle components by developing deep neural networks that detect anomalies and drivers of extremes in simulated data. |
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Methodology and Processing |
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Sources Statement |
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Data Sources: |
CERRA sub-daily regional reanalysis data for Europe on single levels from 1984 to present. Copernicus Climate Change Service (C3S) Climate Data Store (CDS): https://cds.climate.copernicus.eu/datasets |
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NOAA/NESDIS Center for Satellite Applications and Research: https://www.star.nesdis.noaa.gov/smcd/emb/vci/VH/index.php |
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ERA5-Land hourly data from 1950 to present. Copernicus Climate Change Service (C3S) Climate Data Store (CDS): https://cds.climate.copernicus.eu/datasets |
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Data Access |
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Other Study Description Materials |
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licence-to-use-copernicus-products.pdf |
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application/pdf |
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README.txt |
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text/plain |
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CERRA.7z.001 |
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application/octet-stream |
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CERRA.7z.002 |
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application/octet-stream |
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AFR-11.7z |
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application/x-7z-compressed |
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CAS-11.7z |
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EAS-11.7z |
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EUR-11.7z |
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NAM-11.7z |
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SAM-11.7z |
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application/x-7z-compressed |
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NOAA_CERRA.7z |
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application/x-7z-compressed |
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NOAA_CORDEX.7z |
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Synthetic.7z |
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application/x-7z-compressed |