Abdullah Alsumaiei

Elbeltagi, A., Alsumaiei, A. A., Raza, A., Al-Mukhtar, M., & Heddam, S. (2025). Integration of MRMR algorithm with advanced neural networks for modeling long-term crop water demand in agricultural basins. Applied Water Science, 15(8), 1–22.

Alsumaiei, A. A. (2025). Hybrid residual modeling of pan evaporation in hyper-arid climates: Benchmarking interpretable neural architectures against physical drivers. Journal of Hydrology: Regional Studies, 60, 102572.

Alsumaiei, A. A. (2025). Developing interpretable pan evaporation forecasting models for Wafra Agricultural Basin based on optimized decision tree ensembles. ASCE Journal of Hydrologic Engineering. (In press)

Alsumaiei, A. A. (2025). Regulating irrigation water supply in arid agricultural basins using a computational machine-learning framework for forecasting vapor pressure deficit. ASCE Journal of Irrigation and Drainage Engineering. (In press)

Alsumaiei, A. A. (2025). Modeling the onset of drought periods using explainable machine learning models enhanced by Bayesian optimization. Journal of Hydrologic Engineering, 30(4), 04025023.

Alsumaiei, A. A. (2025). Closure to “Modeling high pan evaporation losses using support vector machine, Gaussian processes, and regression tree models”. Journal of Hydrologic Engineering, 30(4), 07025006.

Alsumaiei, A. A. (2025). Improving evaporative loss forecasts in arid climates by integrating machine learning models with feature selection algorithms. JAWRA Journal of the American Water Resources Association, 61(3), e70025.

Alsumaiei, A. A. (2025). Long-term rainfall forecasting in arid climates using artificial intelligence and statistical recurrent models. Journal of Engineering Research, 13(2), 1594–1602.

Alsumaiei, A. A. (2025). Interpretable machine learning framework for managing shallow water table rise in urban aquifers. Hydrology Research, 56(5), 397–418.

Alkandari, A. H., & Alsumaiei, A. A. (2025). Numerical modelling of groundwater flow in an urban aquifer under extensive artificial recharge forcings. Hydrological Processes, 39(3), e70100.

Alsumaiei, A. A. (2024). Hybrid drought forecasting framework for water‐scarce regions based on support vector machine and precipitation index. Hydrological Processes, 38(12), e70031.

Elbeltagi, A., Heddam, S., Katipoğlu, O. M., Alsumaiei, A. A., & Al-Mukhtar, M. (2024). Advanced long-term actual evapotranspiration estimation in humid climates for 1958–2021 based on machine learning models enhanced by the RReliefF algorithm. Journal of Hydrology: Regional Studies, 56, 102043.

Alsumaiei, A. A. (2024). Modeling high pan evaporation losses using support vector machine, Gaussian processes, and regression tree models. Journal of Hydrologic Engineering, 29(5), 04024029.

Alsumaiei, A. (2021). Short-term forecasting of monthly water consumption in hyper-arid climate using recurrent neural networks. Journal of Engineering Research, 9(3B).

Alsumaiei, A. A., & Alrashidi, M. S. (2020). Hydrometeorological drought forecasting in hyper-arid climates using nonlinear autoregressive neural networks. Water, 12(9), 2611.

Aldosari, D., Almedeij, J., & Alsumaiei, A. A. (2020). Update of intensity–duration–frequency curves for Kuwait due to extreme flash floods. Environmental and Ecological Statistics, 27(3), 491–507.

Almousawi, D., Almedeij, J., & Alsumaiei, A. A. (2020). Impact of urbanization on desert flash flood generation. Arabian Journal of Geosciences, 13(12), 441.

Alsumaiei, A. A. (2020). Utility of artificial neural networks in modeling pan evaporation in hyper-arid climates. Water, 12(5), 1508.

Alsumaiei, A. A. (2020). A nonlinear autoregressive modeling approach for forecasting groundwater level fluctuation in urban aquifers. Water, 12(3), 820.

Alsumaiei, A. A. (2020). Monitoring hydrometeorological droughts using a simplified precipitation index. Climate, 8(2), 19.

Alsumaiei, A. A., & Bailey, R. T. (2018). Quantifying threats to groundwater resources in the Republic of Maldives Part I: Future rainfall patterns and sea‐level rise. Hydrological Processes, 32(9), 1137–1153.

Alsumaiei, A. A., & Bailey, R. T. (2018). Quantifying threats to groundwater resources in the Republic of Maldives Part II: Recovery from tsunami marine overwash events. Hydrological Processes, 32(9), 1154–1165.