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Assefa M. Melesse

Florida International University

70H-index
428Paper Count
1.7WCitation Count
Published Papers 122
Publication Date
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Comparative Analysis of LSTM and Random Forest Algorithms for Streamflow Prediction: A Case Study of Diverse River Basins in the United States
errWater
IF3
err2026-07-23
err0
errOAAI
errAlemayehu Dula Shanko; Assefa Melesse
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Hydrological and Water Quality Implications of Water Hyacinth: A Case Study of Lake Tana, Ethiopian Highlands
errWater
IF3
err2026-05-21
err0
errOAAI
errAlemu B. Mengesha; Temesgen Enku; Assefa M. Melesse; Minychl G. Dersseh
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Satellite-Based Machine Learning for Soil Moisture Prediction and Land Conservation Practice Assessment in West African Drylands
errRemote Sensing
IF4.1
err2026-03-03
err0
errOAAI
errMeron Lakew Tefera; Ethiopia B. Zeleke; Mario Pirastru; Assefa M. Melesse; Giovanna Seddaiu; Hassan Awada
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Anticipated Compound Flooding in Miami-Dade Under Extreme Hydrometeorological Events
errHydrology
IF3.2
err2026-01-20
err0
errOAAI
errAlan E. Gumbs; Alemayehu Dula Shanko; Abiodun Tosin-Orimolade; Assefa M. Melesse
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Using a Standardized Event-Based Tool for Drought Analysis: Application to Propagation Predictability Patterns
errEnvironmental Modelling & Software
IF4.6
err2025-10-17
err0
PREAI
errEthiopia B. Zeleke; Celray James Chawanda; Assefa M. Melesse
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Evaluating Eutrophication and Water Clarity on Lake Victoria’s Ugandan Coast Using Landsat Data
errSustainability 2025, Vol. 17, Page 9056
IF0
err2025-10-13
err0
errOAAI
errMoses Kiwanuka; Randy Leslie; Anthony Gidudu; John Peter Obubu; Assefa Melesse; Maruthi Sridhar Balaji Bhaskar
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Global Insights into Micro- and Nanoplastic Pollution in Surface Water: A Review
errHydrology 2025, Vol. 12, Page 265
IF0
err2025-10-09
err0
errOAAI
errAujeeta Shehrin Razzaque; Assefa M. Melesse
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Multi-criteria decision analysis for optimal placement of pumped hydro-energy storages: the case of existing hydropower reservoirs of Ethiopia
errApplied Water Science
IF5.7
err2025-08-27
err0
errOAAI
errWendmagegn Girma; Admasu Gebeyehu Awoke; Habtamu Hailu; Assefa M. Melesse
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Spatiotemporal response of water balance components under projected land use/land cover change in the Upper Omo-Gibe River Basin, Ethiopia
errEcohydrology & Hydrobiology
IF2.2
err2025-08-14
err0
PREAI
errPaulos Lukas; Assefa M. Melesse; Tadesse Tujuba Kenea
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Flood Inundation Mapping Using the Google Earth Engine and HEC-RAS Under Land Use/Land Cover and Climate Changes in the Gumara Watershed, Upper Blue Nile Basin, Ethiopia
errREMOTE SENSING
IF4.1
err2025-04-03
err0
errOAAI
errBelay, Haile; Melesse, Assefa M.; Tegegne, Getachew; Kassaye, Shimelash Molla
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Integrating Land Use/Land Cover and Climate Change Projections to Assess Future Hydrological Responses: A CMIP6-Based Multi-Scenario Approach in the Omo-Gibe River Basin, Ethiopia
errclimate
IF3.2
err2025-02-28
err0
errOAAI
errLukas, Paulos; Melesse, Assefa M.; Kenea, Tadesse Tujuba
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errSave
A Systematic Review of Urban Flood Susceptibility Mapping: Remote Sensing, Machine Learning, and Other Modeling Approaches
errREMOTE SENSING
IF4.1
err2025-02-03
err2
errOAAI
errIslam, Tania; Zeleke, Ethiopia B.; Afroz, Mahmud; Melesse, Assefa M.
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Comprehensive performance evaluation of satellite-based and reanalysis rainfall estimate products in Ethiopia: For drought, flood, and water resources applications.
errJOURNAL OF HYDROLOGY-REGIONAL STUDIES
IF5
err2025-02-01
err0
PREAI
errWodebo, Desta Yoseph; Melesse, Assefa M.; Woldesenbet, Tekalegn Ayele; Mekonnen, Kirubel; Amdihun, Ahmed; Korecha, Diriba; Corzo, Gerald; Teshome, Asaminew
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Spatial variability and relative influence of seasonal rainfall drivers in Ethiopia
errTHEORETICAL AND APPLIED CLIMATOLOGY
IF2.7
err2025-01-27
err0
PREAI
errZeleke, Ethiopia B.; Melesse, Assefa M.; Zhu, Ping; Burgman, Robert; Gann, Daniel
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errSave
Identifying Flood Source Areas and Analyzing High-Flow Extremes Under Changing Land Use, Land Cover, and Climate in the Gumara Watershed, Upper Blue Nile Basin, Ethiopia
errclimate
IF3.2
err2025-01-01
err0
errOAAI
errBelay, Haile; Melesse, Assefa M.; Tegegne, Getachew; Tamiru, Habtamu
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Assessing International Transboundary Water Management Practices to Extract Contextual Lessons for the Nile River Basin
errWATER
IF3
err2024-07-11
err2
errOAAI
errDeribe, Mekdelawit M.; Melesse, Assefa M.; Kidanewold, Belete B.; Dinar, Shlomi; Anderson, Elizabeth P.
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Predicting reservoir sedimentation using multilayer perceptron - Artificial neural network model with measured and forecasted hydrometeorological data in Gibe-III reservoir, Omo-Gibe River basin, Ethiopia
errJOURNAL OF ENVIRONMENTAL MANAGEMENT
IF8.4
err2024-05-01
err3
PREAI
errLukas, Paulos; Melesse, Assefa M.; Kenea, Tadesse Tujuba
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Scenario-Based Land Use and Land Cover Change Detection and Prediction Using the Cellular Automata-Markov Model in the Gumara Watershed, Upper Blue Nile Basin, Ethiopia
errLAND
IF3.2
err2024-03-20
err6
errOAAI
errBelay, Haile; Melesse, Assefa M.; Tegegne, Getachew
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errSave
Dynamics of particles and phosphorus in canals of the Lower Everglades, Florida, USA
errSCIENCE OF THE TOTAL ENVIRONMENT
IF8
err2023-12-01
err0
errOAAI
errOnwuka, Ikechukwu S.; Scinto, Leonard J.; Price, Rene M.; Melesse, Assefa M.
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Reliability-weighted approach for streamflow prediction at ungauged catchments
errJOURNAL OF HYDROLOGY
IF6.3
err2023-09-01
err4
PREAI
errGebeyehu, Bahru M.; Jabir, Asie K.; Tegegne, Getachew; Melesse, Assefa M.
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Research Directions

No research directions
Co-authors
Cooperation Journals
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Johan Rockström
H-index: 109 · Papers: 486
Ö
Özgür Kişi
H-index: 106 · Papers: 686
A
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H-index: 103 · Papers: 720
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