Research

Publications and Research Portfolio

Full publication list from CV with selected deep-dive paper pages.

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Water Quality Copula

Probabilistic Hazard Assessment of Contaminated Sediment in Rivers

Multivariate and copula-based hazard assessment of heavy metal contamination associated with suspended sediments.

Hydraulics Entropy

Estimation of two-dimensional velocity distribution profile using General Index Entropy in open channels

Entropy-based method for deriving two-dimensional velocity distributions in open channel flow systems.

Bayesian Monitoring Networks

A novel Bayesian maximum entropy-based approach for optimal design of water quality monitoring networks in rivers

BME framework for maximizing information value while minimizing monitoring station complexity.

Soil Hydrology Review

Hydro-pedotransfer functions: a roadmap for future development

Review paper discussing scope, representativeness, and future directions of PTF development.

Oman LULC

Historical Hazard Assessment of Climate and Land Use-Land Cover Effects on Soil Erosion Using Remote Sensing

High-resolution spatiotemporal erosion hazard framework integrating remote sensing, reanalysis, and ML.

Hydro-Climate XGBoost

Suspended sediment load modeling using Hydro-Climate variables and Machine Learning

Boosted tree models for sediment load estimation using flow, precipitation, and temperature predictors.

ETMapper-GEE Evapotranspiration

A Multi-model approach for remote sensing-based actual evapotranspiration mapping using Google Earth Engine (ETMapper-GEE)

Large-scale ETa workflow in GEE integrating SEBAL, METRIC, TriAng, and SSEBop.

Sentinel Turbidity

Assessing road construction effects on turbidity in adjacent water bodies using Sentinel data

Spatiotemporal analysis of construction-related water quality impacts using Sentinel in Google Earth Engine.