Predictive model for progressive salinization in a coastal aquifer using artificial intelligence and hydrogeochemical techniques: a case study of the Nile Delta aquifer, Egypt

Faculty Science Year: 2021
Type of Publication: ZU Hosted Pages:
Authors:
Ahmed Mohamed Mahmoud Nosseir
Journal: Environmental Science and Pollution Research Springer Volume:
Keywords : Predictive model , progressive salinization , , coastal aquifer    
Abstract:
To monitor groundwater salinization due to seawater intrusion (SWI) in the aquifer of the eastern Nile Delta, Egypt, we developed a predictive regression model based on an innovative approach using SWI indicators and artificial intelligence (AI) methodologies. Hydrogeological and hydrogeochemical data of the groundwater wells in three periods (1996, 2007, and 2018) were used as input data for the AI methods. All the studied indicators were enrolled in feature extraction process where the most significant inputs were determined, including the studied year, the distance from the shoreline, the aquifer type, and the hydraulic head. These inputs were used to build four basic
    
     
 
       

Author Related Publications

  • Ahmed Mohamed Mahmoud Nosseir, "Morphometric analysis and evaluation of the flooding potentialities of wadi Fierran area, southern Sinai, Egypt", Zagazig university, 2015 More
  • Ahmed Mohamed Mahmoud Nosseir, "AnIntegrated Statistical, Geostatistical and Hydrogeological Approach for Assessing and Modelling Groundwater Salinity and Quality in Nile Delta Aquifer", MDPI, 2025 More
  • Ahmed Mohamed Mahmoud Nosseir, "Integration of hydrogeochemical, isotopic, remote sensing and machine learning to assess seawater intrusion in an arid coastal aquifer, Sudr area, South Sinai, Egypt", Springer International Publishing AG, 2025 More
  • Ahmed Mohamed Mahmoud Nosseir, "Environmental Sustainability of Water Resources in Coastal Aquifers, Case Study: El-Qaa Plain, South Sinai, Egyp", MDPI, 2023 More
  • Ahmed Mohamed Mahmoud Nosseir, "Detection of Groundwater Quality Changes in Minia Governorate, West Nile River", MDPI, 2023 More

Department Related Publications

  • AbdulBaset Sabry Mohammed Mohammed, "Marine benthic invertebrates of the upper Jurassic Tuwaiq Mountain Limestone, Khashm Al-Qaddiyah, central Saudi Arabia", ScienceDirect, 2014 More
  • Khaled Mohammed Said Ibrahim, "Imaging of wastewater percolation in heterogeneous soil using electrical resistivity tomography (ERT): a case study at east of Tenth of Ramadan City, Egypt", Springer, 2017 More
  • Sarah Ahmed Mohamed Ibraheim, "Imaging of wastewater percolation in heterogeneous soil using electrical resistivity tomography (ERT): a case study at east of Tenth of Ramadan City, Egypt", Springer, 2017 More
  • Abdul Wahab Mohammed Atwa, "Imaging of wastewater percolation in heterogeneous soil using electrical resistivity tomography (ERT): a case study at east of Tenth of Ramadan City, Egypt", Springer, 2017 More
  • Mohamed Ahmed Fouad Iraqi, "Imaging of wastewater percolation in heterogeneous soil using electrical resistivity tomography (ERT): a case study at east of Tenth of Ramadan City, Egypt", Springer, 2017 More
Tweet