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Abdullah A. Alsumaiei

Observed names: Alsumaiei, Abdullah, Alsumaiei, Abdullah Ahmad
Institution: Kuwait University
ORCID: 0000-0002-9148-3954
Observed ORCID: 0000-0002-9148-3954
OpenAlex ID: A5059746669
Utility of Artificial Neural Networks in Modeling Pan Evaporation in Hyper-Arid Climates
2020 · Abdullah A. Alsumaiei · Water · 69
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A Nonlinear Autoregressive Modeling Approach for Forecasting Groundwater Level Fluctuation in Urban Aquifers
2020 · Abdullah A. Alsumaiei · Water · 68
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Hydrometeorological Drought Forecasting in Hyper-Arid Climates Using Nonlinear Autoregressive Neural Networks
2020 · Abdullah A. Alsumaiei, Mosaed S. Alrashidi · Water · 37
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Quantifying threats to groundwater resources in the R epublic of M aldives Part I: Future rainfall patterns and sea‐level rise
2018 · Abdullah A. Alsumaiei, Ryan T. Bailey · Hydrological Processes · 26
Advanced long-term actual evapotranspiration estimation in humid climates for 1958–2021 based on machine learning models enhanced by the RReliefF algorithm
2024 · Ahmed Elbeltagi, Salim Heddam, et al. · Journal of Hydrology Regional Studies · 24
Monitoring Hydrometeorological Droughts Using a Simplified Precipitation Index
2020 · Abdullah A. Alsumaiei · Climate · 23
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Long-term rainfall forecasting in arid climates using artificial intelligence and statistical recurrent models
2024 · Abdullah A. Alsumaiei · Journal of Engineering Research · 22
Update of intensity–duration–frequency curves for Kuwait due to extreme flash floods
2020 · Dawod Aldosari, Jaber Almedeij, et al. · Environmental and Ecological Statistics · 21
Improving Evaporative Loss Forecasts in Arid Climates by Integrating Machine Learning Models With Feature Selection Algorithms
2025 · Abdullah A. Alsumaiei · JAWRA Journal of the American Water Resources Association · 19
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Modeling High Pan Evaporation Losses Using Support Vector Machine, Gaussian Processes, and Regression Tree Models
2024 · Abdullah A. Alsumaiei · Journal of Hydrologic Engineering · 19
Quantifying threats to groundwater resources in the Republic of Maldives Part II: Recovery from tsunami marine overwash events
2018 · Abdullah A. Alsumaiei, Ryan T. Bailey · Hydrological Processes · 19
Hybrid Drought Forecasting Framework for Water‐Scarce Regions Based on Support Vector Machine and Precipitation Index
2024 · Abdullah A. Alsumaiei · Hydrological Processes · 17
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Interpretable machine learning framework for managing shallow water table rise in urban aquifers
2025 · Abdullah A. Alsumaiei · Hydrology research · 16
Short-term forecasting of monthly water consumption in hyper-arid climate using recurrent neural networks
2021 · Abdullah A. Alsumaiei · Journal of Engineering Research · 16
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Modeling the Onset of Drought Periods Using Explainable Machine Learning Models Enhanced by Bayesian Optimization
2025 · Abdullah A. Alsumaiei · Journal of Hydrologic Engineering · 14
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Integration of MRMR algorithm with advanced neural networks for modeling long-term crop water demand in agricultural basins
2025 · Ahmed Elbeltagi, Abdullah A. Alsumaiei, et al. · Applied Water Science · 13
Quantifying Irrigation Water Demand through Optimized Daily Vapor Pressure Deficit Forecasting Using LSTM and Metaheuristic Algorithms
2025 · Abdullah A. Alsumaiei · Journal of Computing in Civil Engineering · 11
Impact of urbanization on desert flash flood generation
2020 · Duaa Almousawi, Jaber Almedeij, et al. · Arabian Journal of Geosciences · 10
Hybrid residual modeling of pan evaporation in hyper-arid climates: Benchmarking interpretable neural architectures against physical drivers
2025 · Abdullah A. Alsumaiei · Journal of Hydrology Regional Studies · 9
Numerical Modelling of Groundwater Flow in an Urban Aquifer Under Extensive Artificial Recharge Forcings
2025 · Ameerah H. Alkandari, Abdullah A. Alsumaiei · Hydrological Processes · 9
Physics-constrained neural network for daily pan evaporation forecasting in hyper-arid climates optimized by the Bat Algorithm
2026 · Abdullah A. Alsumaiei · Journal of Hydrology · 7
Developing Interpretable Pan Evaporation Forecasting Models for Wafra Agricultural Basin Based on Optimized Decision Tree Ensembles
2025 · Abdullah A. Alsumaiei · Journal of Hydrologic Engineering · 7
Enhancing Soil Water Prediction in Arid Climates Using Multipredictor Machine-Learning Models and SHAP-Based Interpretability
2025 · Abdullah A. Alsumaiei, Mubarak Alrumaidhi · Journal of Irrigation and Drainage Engineering · 6
Complexity-Guided Modeling for Daily Pan Evaporation Prediction Using Compact LSTM Models and Nature-Inspired Optimization
2026 · Abdullah A. Alsumaiei · Water Resources Management · 5
Regulating Irrigation Water Supply in Arid Agricultural Basins Using a Computational Machine-Learning Framework for Forecasting Vapor Pressure Deficit
2025 · Abdullah A. Alsumaiei · Journal of Irrigation and Drainage Engineering · 5
Works count: 43
Citation count: 505
H-index: 14
I10-index: 18
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