A'KIF MOHAMMED SALEM AL FUGARA استاذ/عميد akifmohd@aabu,edu.jo Download CV orcid linkedin Google Scholar Scopus ResearchGate Jordan Open Innovation Platform Contact Member Ext: 5227,2520, Research Researche Title عنــوان البحــث Publishing Year A Multi-scale Convolutional Neural Network for Precise Digital Terrain Model Extraction from Digital Surface Models 2026 A DualMethod Assessment of the Yarmouk Basins Groundwater Vulnerability Using SINTACS and Random Forest A DualMethod Assessment of the Yarmouk Basins Groundwater Vulnerability Using SINTACS and Random Forest 2025 A novel approach for sustainable construction based on mathematical simulation and a machine learning algorithm Smart concrete structures with piezoelectric patch A novel approach for sustainable construction based on mathematical simulation and a machine learning algorithm Smart concrete structures with piezoelectric patch 2025 Mechanicsbased modeling and analysis of nonlinear lamb wave dispersion in 3D functionally graded skew nanoplates Mechanicsbased modeling and analysis of nonlinear lamb wave dispersion in 3D functionally graded skew nanoplates 2025 Generative adversarial networks GANs A paradigm shift and revolutionizing content creation with artificial intelligence creativity Generative adversarial networks GANs A paradigm shift and revolutionizing content creation with artificial intelligence creativity 2025 Backpropagation Descent Network Optimization Key Techniques and Gradient for Neural Backpropagation Descent Network Optimization Key Techniques and Gradient for Neural 2025 Analyzing urban landscapes and land surface temperature for sustainable development in industrial zones Analyzing urban landscapes and land surface temperature for sustainable development in industrial zones 2025 Treated Wastewater for Sustainable Groundwater Recharge Treated Wastewater for Sustainable Groundwater Recharge 2024 Optimized Deep Network for Precise Digital Terrain Model Extraction from Light Detection and Ranging Data 2024 An unmanned aerial vehicle autonomous flight trajectory planning method and algorithm for the early detection of the ignition source during fire monitoring An unmanned aerial vehicle autonomous flight trajectory planning method and algorithm for the early detection of the ignition source during fire monitoring 2024 Modeling the impact of urban land cover features and changes on the land surface temperature LST The case of Jordan Modeling the impact of urban land cover features and changes on the land surface temperature LST The case of Jordan 2024 Enhanced forest fire susceptibility mapping by integrating feature selection genetic algorithm and baggingbased support vector machine with artificial neural networks Enhanced forest fire susceptibility mapping by integrating feature selection genetic algorithm and baggingbased support vector machine with artificial neural networks 2024 Enhancing the performance of machine learning and deep learningbased flood susceptibility models by integrating grey wolf optimizer GWO algorithm Enhancing the performance of machine learning and deep learningbased flood susceptibility models by integrating grey wolf optimizer GWO algorithm 2024 Automated system for classifying images of video streams for timely detection of fires Automated system for classifying images of video streams for timely detection of fires 2024 Enhanced deep learning network for accurate digital elevation model generation from LiDAR data Enhanced deep learning network for accurate digital elevation model generation from LiDAR data 2024 Hydrological and Hydrodynamic Modeling for Flash Flood and Embankment Dam Break Scenario Hazard Mapping of Extreme Storm Events Hydrological and Hydrodynamic Modeling for Flash Flood and Embankment Dam Break Scenario Hazard Mapping of Extreme Storm Events 2023 Spatial mapping of water spring potential using four data mining models Spatial mapping of water spring potential using four data mining models 2023 Combination of Metaheuristic Optimization Algorithms and Machine Learning Methods for Groundwater Potential Mapping Combination of Metaheuristic Optimization Algorithms and Machine Learning Methods for Groundwater Potential Mapping 2023 Toward sustainable urban growth Spatial modeling for the impact of cultural and natural heritage on city growth and their role in developing sustainable tourism Toward sustainable urban growth Spatial modeling for the impact of cultural and natural heritage on city growth and their role in developing sustainable tourism 2023 A comparative study of genetic algorithmbased ensemble models and knowledgebased models for wildfire susceptibility mapping A comparative study of genetic algorithmbased ensemble models and knowledgebased models for wildfire susceptibility mapping 2023 Integrating Indigenous Knowledge with MCDA in the GIS Environment to Determine Site Potential for Water Harvesting in Wadi Hammad Basin in Jordan Integrating Indigenous Knowledge with MCDA in the GIS Environment to Determine Site Potential for Water Harvesting in Wadi Hammad Basin in Jordan 2022 Spatial mapping of landslide susceptibility in Jerash governorate of Jordan using genetic algorithmbased wrapper feature selection and baggingbased ensemble model Spatial mapping of landslide susceptibility in Jerash governorate of Jordan using genetic algorithmbased wrapper feature selection and baggingbased ensemble model 2022 Forest fire susceptibility assessment and mapping using support vector regression and adaptive neurofuzzy inference systembased evolutionary algorithms Forest fire susceptibility assessment and mapping using support vector regression and adaptive neurofuzzy inference systembased evolutionary algorithms 2022 GISbased landslide susceptibility assessment and mapping in Ajloun and Jerash governorates in Jordan using genetic algorithmbased ensemble models GISbased landslide susceptibility assessment and mapping in Ajloun and Jerash governorates in Jordan using genetic algorithmbased ensemble models 2022 Spatial and temporal modeling of the urban growth and land cover changes using remote sensing spatial indexes and GIS techniques in Irbid city Jordan Spatial and temporal modeling of the urban growth and land cover changes using remote sensing spatial indexes and GIS techniques in Irbid city Jordan 2022 Modelling of soil degradation in semiarid area using remote sensing and GIS techniques Southern Jordan As Case Study Modelling of soil degradation in semiarid area using remote sensing and GIS techniques Southern Jordan As Case Study 2022 Estimation of changes in the Dead Sea surface water area through multiple water index algorithms and geospatial techniques Estimation of changes in the Dead Sea surface water area through multiple water index algorithms and geospatial techniques 2021 Detection and modeling of soil salinity variations in arid lands using remote sensing data Detection and modeling of soil salinity variations in arid lands using remote sensing data 2021 Wildland fire susceptibility mapping using support vector regression and adaptive neurofuzzy inference systembased whale optimization algorithm and simulated annealing Wildland fire susceptibility mapping using support vector regression and adaptive neurofuzzy inference systembased whale optimization algorithm and simulated annealing 2021 Novel ensemblebased machine learning models based on the bagging boosting and random subspace methods for landslide susceptibility mapping Novel ensemblebased machine learning models based on the bagging boosting and random subspace methods for landslide susceptibility mapping 2021 A comparison of machine learning models for the mapping of groundwater spring potential 2020 Novel hybrid models combining meta-heuristic algorithms with support vector regression (SVR) for groundwater potential mapping 2020 Spatial mapping of groundwater springs potentiality using grid search-based and genetic algorithm-based support vector regression 2020 Flood susceptibility mapping and assessment using a novel deep learning model combining multilayer perceptron and autoencoder neural networks 2020 MODIS Derived Sea Surface Salinity, Temperature, and Chlorophyll-a Data for Potential Fish Zone Mapping: West Red Sea Coastal Areas, Saudi Arabia 2019 A low-cost spatial tool for transforming feature positions of CAD-based topographic mapping 2019 Evaluation of alternative conformal mapping for geospatial data in Jordan 2019 The role of land use change in developing city spatial models in Jordan: The case of the Irbid master plan (1970?2017) 2019 Groundwater for Sustainable Development Groundwater for Sustainable Development 2018 Simulation and prediction of urban spatial expansion in highly vibrant cities using the sleuth model a case study of amman metropolitan Jordan Simulation and prediction of urban spatial expansion in highly vibrant cities using the sleuth model a case study of amman metropolitan Jordan 2018 Object-Based Classification of Urban Distinct Sub-Elements Using High Spatial Resolution Orthoimages and DSM Layers 2018 Delineating groundwater potential zones within the Azraq Basin of Central Jordan using multi-criteria GIS analysis 2018 SIMULATION AND PREDICTION OF URBAN SPATIAL EXPANSION IN HIGHLY VIBRANT CITIES USING THE SLEUTH MODEL: A CASE STUDY OF AMMAN METROPOLITAN, JORDAN 2018 The Use of Vector-Based GIS and Multi-Criteria Decision Making (MCDM) for Siting Water Harvesting Dams in Karak Governorate/South Jordan 2017 Electrical resistivity tomography modeling of vertical lithological contact using different electrode configurations Electrical resistivity tomography modeling of vertical lithological contact using different electrode configurations 2017 The Use of GIS Techniques and Geophysical Investigation for Flood Management at Wadi Al-Mafraq Catchment Area 2017 Using of Laser Scanning and Dense Stereo Matching for 3D Documentation and Virtual Reconstruction of the Ancient Sama Monastery/Jordan 2016 DSM derived stereo pair photogrammetry: Multitemporal morphometric analysis of a quarry in karst terrain 2016 Geophysical and hydrological investigations of the Northern Wadis Area of Azraq Basin for groundwater artificial recharge purposes 2016 A MultiResolution Photogrammetric Framework for Digital Geometric Recording of Large Archeological Sites Ajloun CastleJordan A MultiResolution Photogrammetric Framework for Digital Geometric Recording of Large Archeological Sites Ajloun CastleJordan 2016 Comparison and validation of the recent freely available DEMs over parts of the earths lowest elevation area Dead Sea Jordan Comparison and validation of the recent freely available DEMs over parts of the earths lowest elevation area Dead Sea Jordan 2015 Geohazard Evaluation of Bukit Merah/Malaysia using Geospatial Information Technique 2014 Archaeological Documentation Based on Geomatics Techniques for Jerash Historical Site 2013 Geospatial modeling for sinkholes hazard map based on GIS RS data Geospatial modeling for sinkholes hazard map based on GIS RS data 2013 CAD file conversion to GIS layers Issues and solutions CAD file conversion to GIS layers Issues and solutions 2012 Monitoring of Dead Sea water surface variation using multi-temporal satellite data and GIS 2012 Volumetric Surface Movement Spatio-temporal Data Model for Dynamic Modeling and Visualization of Karst Topography 2012 Simulation of Flood Reduction by means of Complex Structural Measures Using Hydrodynamic Modelling and Aerial PhotogrammetryDerived DSM Kuala Lumpur Flood Malaysia Simulation of Flood Reduction by means of Complex Structural Measures Using Hydrodynamic Modelling and Aerial PhotogrammetryDerived DSM Kuala Lumpur Flood Malaysia 2012 Environmental Risk Measurement on Mount Site Growth in Aqaba Jordan Recommendations on Management System Environmental Risk Measurement on Mount Site Growth in Aqaba Jordan Recommendations on Management System 2011 Coupling of hydrodynamic modeling and aerial photogrammetryderived digital surface model for flood Coupling of hydrodynamic modeling and aerial photogrammetryderived digital surface model for flood 2011 Semi-automated procedures for shoreline extraction using single RADARSAT-1 SAR image 2011 Coupling of hydrodynamic modeling and aerial photogrammetry-derived digital surface model for flood simulation scenarios using GIS: Kuala Lumpur flood, Malaysia 2011 Improvement of land-use classification using object-oriented and fuzzy logic approach 2009 Development of Distributed Gridbased Hydrological Model and Floodplain Inundation Management System Development of Distributed Gridbased Hydrological Model and Floodplain Inundation Management System 2008 The application of hydraulic model with GIS for visual floodplain mapping a case study of Kuala Lumpur City Malaysia The application of hydraulic model with GIS for visual floodplain mapping a case study of Kuala Lumpur City Malaysia 2008 Phytobiodiversity mapping using objects oriented analysis Phytobiodiversity mapping using objects oriented analysis 2007 Surface water clarification using M. oleifera seeds 2006 Treatment of surface water with Moringa Oleifera seed extract and alum ? a comparative study using a pilot scale water treatment plant 2003 Microwave reflectometer system for continuous monitoring of water quality Microwave reflectometer system for continuous monitoring of water quality 2002 Backpropagation and Gradient Descent Key Techniques for Neural Network Optimization Backpropagation and Gradient Descent Key Techniques for Neural Network Optimization 0
