A novel fusion of Sentinel-1 and Sentinel-2 with climate data for crop phenology estimation using Machine Learning
Remote SensingMachine Learning
doi.org/10.1016/j.srs.2025.100227Research
Publications and Research Portfolio
Peer-reviewed work on sediment transport, soil erosion, hydro-climate systems, and satellite-driven environmental monitoring.
15Publications
248Citations
9h-index
8i10-index
Publications: the curated list below. Citations, h-index and i10-index: OpenAlex, refreshed daily — last read July 2026. Google Scholar reports higher counts; it indexes more sources but publishes no API.
A multi-model approach for remote sensing-based actual evapotranspiration mapping using Google Earth Engine (ETMapper-GEE)
Remote SensingHydrology
doi.org/10.1016/j.jhydrol.2025.133062Forecasting Future Soil Erosion Risk in Agricultural Landscapes of the Southern United States: Integrating Machine Learning, Environmental Change Scenarios, and Biophysical and Socioeconomic Drivers
Soil & SedimentMachine Learning
Hydro-pedotransfer functions: a roadmap for future development
Hydrology
doi.org/10.5194/hess-28-3391-2024Soil erosion in the United States: Present and future (2020–2050)
Soil & SedimentRemote Sensing
doi.org/10.1016/j.catena.2024.108074Suspended sediment load modeling using Hydro-Climate variables and Machine learning
Soil & SedimentMachine LearningHydrology
doi.org/10.1016/j.jhydrol.2024.130948Historical hazard assessment of climate and land use–land cover effects on soil erosion using remote sensing: Case study of Oman
Soil & SedimentRemote Sensing
doi.org/10.3390/rs16162976Assessing road construction effects on turbidity in adjacent water bodies using Sentinel-1 and Sentinel-2
Remote SensingHydrology
doi.org/10.1016/j.scitotenv.2024.177554Process-constrained statistical modeling of sediment yield
Soil & SedimentHydrology
doi.org/10.1016/j.catena.2021.105794A novel Bayesian maximum entropy-based approach for optimal design of water quality monitoring networks in rivers
Hydrology
doi.org/10.1016/j.jhydrol.2021.126822Estimation of Flow Velocity Using Entropy Theory and Verification by Experimental Flume and Natural Rivers Data
Hydraulics
Probabilistic hazard assessment of contaminated sediment in rivers
Soil & SedimentHydrology
doi.org/10.1016/j.scitotenv.2019.134875Stochastic modeling of suspended sediment load in alluvial rivers
Soil & SedimentHydrology
doi.org/10.1016/j.advwatres.2018.06.006Estimation of two-dimensional velocity distribution profile using general index entropy in open channels
Hydraulics
doi.org/10.1016/j.physa.2017.09.096A new approach to model suspended sediment load: Stochastic prediction and uncertainty estimation
Soil & Sediment