The Application of Transformers and Hybrid Deep Learning Models for Streamflow Forecasting
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Ashaf Ahmed and Antoifi Abdoulhalik Brunel University, Civil Engineering, Uxbridge, United Kingdom of Great Britain – England, Scotland, Wales (ashraf.ahmed@brunel.ac.uk) Abstract Hybrid machine learning (ML) models have exhibited great forecasting […]
Future projection of extreme precipitation and temperature indices in Central Asia using CORDEX-CORE
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Praveen Rai1, Freddy Bangelesa1, Daniel Abel1, Katrin Ziegler1, Jingshui Huang2, Timo Schaffhauser2, Markus Disse2, and Heiko Paeth1 1Institute of Geography and Geology , Institute of Geography and Geology, University of Wuerzburg, Germany (praveen-kumar.rai@uni-wuerzburg.de) 2Chair of Hydrology and […]
Dynamic spatiotemporal migration of cross-sectoral cascading drought events across climate zones
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Lu Tian, Jingshui Huang, and Markus Disse Technical University of Munich, Civil, Geo and Environmental Engineering, Chair of Hydrology and River Basin Management, München, Germany (lu.tian@tum.de) Abstract Anthropogenic global warming is exacerbating […]
A Central Asian pro-glacial discharge database for improving hydrological models
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Eric Pohl 1, Mukhammed uulu Esenaman 2, Ardamehr Halimov 3, Dominik Amschwand 1, Tomas Saks 1, and Jingheng Huang 1 1 University of Fribourg, Department of Geosciences, Fribourg, Switzerland (eric.pohl@unifr.ch) […]
Extreme precipitation and temperature indices under future climate change in central Asia based on CORDEX-CORE
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Praveen Rai 1, Freddy Bangelesa 1,3, Daniel Abel 1, Katrin Ziegler 1, Jingshui Huang 2, Timo Schaffhauser 2, Felix Pollinger 1, Markus Disse 2 and Heiko Paeth 1 1 Institute of […]
A Comparative Analysis of Advanced Machine Learning Techniques for River Streamflow Time-Series Forecasting
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Antoifi Abdoulhalik* and Ashraf A. Ahmed Department of Civil and Environmental Engineering, Brunel University London, Kingston Lane, Uxbridge UB8 3PH, UK Abstract This study examines the contribution of rainfall data […]
Summary Handbook on Water Allocation in a Transboundary Context
This Summary Handbook is based on the publication Handbook on Water Allocation in a Transboundary Context (UNECE 2021), which was prepared within the framework of the Water Convention under the […]