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Fasikaw A. Zimale

Bahir Dar University Institute of Technology

Amhara

Bahir Dar

Bahir Dar, ID 6000

Ethiopia

  • Bahir Dar University Institute of Technology

SCHOLARLY PAPERS

10

DOWNLOADS

590

TOTAL CITATIONS

3

Scholarly Papers (10)

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1.

Integration of Machine Learning and Deep Learning Models for Daily Hydro-Meteorological Data Gap Filling and Prediction of Daily Rainfall in the Lake Abaya-Chamo Sub-Basin, Southern Ethiopia

Number of pages: 45 Posted: 22 Dec 2024
Destaw Akili Areru, Fasikaw A. Zimale and Demelash Wondimagegnehu Goshime
affiliation not provided to SSRN, Bahir Dar University Institute of Technology and Arba Minch University
Downloads 100 (699,467)

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Data gap filling, Machine learning, Deep learning, Rainfall prediction, Spatial interpolation, Lake Abaya-Chamo Sub-basin

2.

Integration of Machine Learning and Deep Learning Models For Hydro-Meteorological Data Gap Filling and Prediction of Daily Rainfall in the Lake Abaya-Chamo Sub-Basin, Southern Ethiopia

Number of pages: 45 Posted: 21 Jan 2025
Destaw Akili Areru, Fasikaw A. Zimale and Demelash Wondimagegnehu Goshime
affiliation not provided to SSRN, Bahir Dar University Institute of Technology and Arba Minch University
Downloads 88 (765,566)

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Data gap filling, Machine learning, Deep learning, Rainfall prediction, Spatial interpolation, Lake Abaya-Chamo Sub-basin

3.

Comparison of Strength of Concrete by Partial Replacement of Natural Sand with Manufactured Sand Around Debre Markos, Ethiopia

Number of pages: 19 Posted: 19 Apr 2023
Melke Walle Birhane, Tehtenaw K. Dinkayehu, Walelgn D. Cherie, Bekalu W. Asres and Fasikaw A. Zimale
Debre Markos University, Debre Markos University, Debre Markos University, Debre Markos University and Bahir Dar University Institute of Technology
Downloads 85 (809,932)

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aggregate, Compressive strength, flexural strength, manufactured sand, Natural sand, Percentage Replacement

4.

Assessment of Input Rainfall Uncertainty for Groundwater Recharge Estimation, Tikur-Wuha Watershed, Rift Valley Lakes Basin, Ethiopia

Number of pages: 32 Posted: 19 Jul 2023
Tsegamlak Diriba Beyene, Fasikaw A. Zimale, Sirak Tekleab Gebrekristos and Dessie Nedaw
Addis Ababa University, Bahir Dar University Institute of Technology, Addis Ababa University - Ethiopian Institute of Water Resources and Addis Ababa University
Downloads 82 (803,225)
Citation 1

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Groundwater, Recharge, uncertainty, WetSpa, Tikur-Wuha

5.

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

Number of pages: 38 Posted: 15 Jun 2024
Temesgen T. Mihret, Fasikaw A. Zimale, Abeyou W. Worqlul, Ayenew D. Ayalew and Nicola Fohrer
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 2

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

6.

Assessing Groundwater Potential and its Recharge Zones in the Kemkem District, Upper Blue Nile, Ethiopia

Number of pages: 22 Posted: 19 Mar 2025
Desalegn A. Shimelash, Fasikaw A. Zimale, Seneshaw Tsegaye, Mebrahtom G. Kebedew and Thomas M. Missimer
Bahir Dar University, Bahir Dar University Institute of Technology, Florida Gulf Coast University, Florida Gulf Coast University and Florida Gulf Coast University
Downloads 54 (1,031,043)

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Groundwater potential, GIS and RS, Analytical Hierarchical Process, Multi-criteria decision analysis, Blue Nile Basin, Kemkem District

7.

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
Temesgen T. Mihret, Fasikaw A. Zimale, Abeyou W. Worqlul, Ayenew D. Ayalew, Margaret Chen and Nicola Fohrer
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 42 (1,183,237)

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

8.

Flood Susceptibility Mapping in the Gumara Watershed Upper Blue Nile Basin Ethiopia: Ahp and Sentinel-1 Sar Analysis

Number of pages: 27 Posted: 21 Aug 2025
Temesgen T. Mihret, Fasikaw F. Cherie and Fasikaw A. Zimale
Bahir Dar University Institute of Technology, Debre Markos University and Bahir Dar University Institute of Technology
Downloads 40 (1,209,354)

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Flood susceptibility, AHP, Sentinel-1 SAR, Remote Sensing, GIS, Gumara Watershed

9.

Detection of Hydrological Alteration and Soil Erosion in a Conserved Tropical Sub-Humid Ecosystem of Ethiopia

Number of pages: 37 Posted: 21 May 2024
Aschalew Kassie Tebeje, Misbah A. Hussein, Tewodros T. Assefa, Demesew A. Mhiret, Fasikaw A. Zimale, Wubneh B. Abebe, Anwar A. Adem, Seifu A. Tilahun, Gizaw Desta and Mohammed Assen
Bahir Dar University, Bahir Dar University, Bahir Dar University, Bahir Dar University, Bahir Dar University Institute of Technology, Bahir Dar University, Bahir Dar University, Bahir Dar University, CGIAR - International Crops Research Institute for the Semi-arid Tropics (ICRISAT) and Addis Ababa University
Downloads 28 (1,359,097)

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Indicators of Hydrological Alteration, Soil and Water Assessment Tool, Debre Mawi, pre-and post-impact periods, soil and water conservation

10.

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
Temesgen T. Mihret, Fasikaw A. Zimale, Abeyou W. Worqlul, Ayenew D. Ayalew, Margaret Chen, Seifu A. Tilahun and Nicola Fohrer
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 14

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