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, "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
  • Ahmed Mohamed Mahmoud Nosseir, "Nitrate Source and Transformation in Groundwater under Urban and Agricultural Arid Environment in the Southeastern Nile Delta, Egypt", MDPI, 2023 More
  • Ahmed Mohamed Mahmoud Nosseir, "A multidisciplinary approach for delineating wastewater flow paths in shallow groundwater aquifers: A case study in the southeastern part of the Nile Delta, Egypt", Elsevier, 2021 More

Department Related Publications

  • Osama Mohamed Abdelmoneim Elbadry, "El-Badry, O. Abul Enein & Moursi, : Surface Triassic of Arif El Naga, Sinai, Egypt: A Petrologic study: M.E.R.C., Ain ¬Shams Univ., Earth Sci. Ser., V. 11, p. 51 67. (1997)", لايوجد, 1900 More
  • Osama Mohamed Abdelmoneim Elbadry, "Gadallah, Abdel-Shafi, Abdel Razek, and El-Badry, O. : “Reservoir Evaluation of Nukhul Clastics, South Gulf of Suez, Egypt”. GRMENA-1, First International Conference on Georesources in the Middle East and North Africa. (2005).", لايوجد, 1900 More
  • Osama Mohamed Abdelmoneim Elbadry, "Hassaan, El-Badry, O. Atawiyaa & Zalat, : Sedimentology and Chemistry of Eocene Rocks, Maadi Area, Egypt : Science Research Series, Ain Shams Univ., Cairo, V. IV. (1984)", لايوجد, 1900 More
  • Osama Mohamed Abdelmoneim Elbadry, "El Badry, O. & Ayioub : Hammarn Faraon carbonate sedimentation, Shoab Ali Field, Egypt: Isotopic and petrographic study : Sedimentology of Egypt, V. 4, p. 75 87. (1996)", لايوجد, 1900 More
  • Osama Mohamed Abdelmoneim Elbadry, "El-Badry, O. Kamel & Marie, : Petrography, depositional history and physico mechanical properties of some evaporites, Ras Malaab, Gulf of Suez, Egypt : Bull. Fac. Sci., Zagazig Univ., V. 18, p. 199 223. (1996)", لايوجد, 1900 More
Tweet