RiverMamba: A State Space Model for Global River Discharge and Flood Forecasting [data set]
type: Dataset
creator: Shams Eddin, Mohamad Hakam
creator: Zhang, Yikui
  type: Person
  given name: Yikui
  family name: Zhang
  affiliation: Forschungszentrum Jülich GmbH
creator: Kollet, Stefan
creator: Gall, Juergen
author: Shams Eddin, Mohamad Hakam
author: Kollet, Stefan
author: Gall, Juergen
date published: 2025-10-02
date modified: 2025-10-01
version: 1
description: This is the dataset used in the RiverMamba paper (see https://arxiv.org/abs/2505.22535). The aim of the RiverMamba project is to develop a deep learning model that is pretrained with long-term reanalysis data and fine-tuned on observations to forecast global river discharge and floods up to 7 days lead time on a 0.05° grid. The dataset includes the necessary data to train and run the model. The dataset includes the following: 1- CPC precipitation data 2- ECMWF-HRES meteorological forecasts 3-ERA5-Land reanalysis data 4- GloFAS reanalysis data 5- GloFAS static data 6- Reforecasts generated by RiverMamba 7- Pretrained RiverMamba models.
keywords: Computer and Information Science
keywords: Earth and Environmental Sciences
citation: arXiv.2505.22535
license: http://creativecommons.org/licenses/by/4.0
distribution: README.txt
distribution: CPC_Global.7z
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Shams Eddin, Mohamad Hakam
type: Person
given name: Mohamad Hakam
family name: Shams Eddin
affiliation: University of Bonn

Kollet, Stefan
type: Person
given name: Stefan
family name: Kollet
affiliation: Forschungszentrum Jülich GmbH

Gall, Juergen
type: Person
given name: Juergen
family name: Gall
affiliation: University of Bonn

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Zhang, Yikui
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given name: Yikui
family name: Zhang
affiliation: Forschungszentrum Jülich GmbH

bonndata
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bonndata
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The Federal Ministry of Research, Technology, and Space
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The German Research Foundation (DFG)
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