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Ayenew D. Ayalew

affiliation not provided to SSRN

SCHOLARLY PAPERS

3

DOWNLOADS

106

TOTAL CITATIONS

1

Scholarly Papers (3)

1.

Unlocking Watershed Mysteries: Innovative Regionalization of Hydrological Model Parameters in Data-Scarce Regions

Number of pages: 38 Posted: 15 Jun 2024
Bahir Dar University Institute of Technology, Bahir Dar University Institute of Technology, Bahir Dar University Institute of Technology, affiliation not provided to SSRN and University of Kiel
Downloads 57 (1,020,567)
Citation 1

Abstract:

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Upper Blue Nile River Basin, Hydrological modeling, GR4J, Regionalization, Regression equation, Ungauged watersheds, Grid-based modeling, Streamflow prediction

2.

Deep learning for rainfall–runoff predictions of extreme events in data-scarce regions: Upper Blue Nile Basin, Ethiopia

Number of pages: 30 Posted: 20 Sep 2025
Bahir Dar University Institute of Technology, Bahir Dar University Institute of Technology, Bahir Dar University Institute of Technology, affiliation not provided to SSRN, affiliation not provided to SSRN and University of Kiel
Downloads 40 (1,183,237)

Abstract:

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DeepGR4J, Hybrid rainfall-runoff model, GR4J, Long Short-Term Memory, extreme event prediction, Upper Blue Nile Basin

3.

A Hybrid DeepGR4J and Regionalization Framework for Lake Water Balance Assessment in Data-Scarce Regions: Application to Lake Tana, Ethiopia

Number of pages: 29 Posted: 09 Jun 2026
Bahir Dar University Institute of Technology, Bahir Dar University Institute of Technology, Bahir Dar University Institute of Technology, affiliation not provided to SSRN, affiliation not provided to SSRN, Bahir Dar University and University of Kiel
Downloads 9

Abstract:

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data-scarce regions, DeepGR4J, Hybrid hydrological modeling, Lake Tana, Regionalization approach, and Ungauged watersheds, Water balance assessment