All Stories

  1. Building Damage Mapping in Kahramanmaras City, Turkey, Using Sentinel-1 Dataset

    Article • November 2025, Springer Science + Business Media

    Dr Rami Al-Ruzouq

  2. A Comparative Analysis of Deep Learning Methods for Ghaf Tree Detection and Segmentation from UAV-based Images

    Article • ISPRS Annals of the Photogrammetry Remote Sensing and Spatial Information Sciences, July 2025, Copernicus GmbH

    Dr Rami Al-Ruzouq

  3. Efficient Large-scale Mapping of Acacia Tortilis Trees Using UAV-based Images and Transformer-based Semantic Segmentation Architectures

    Article • ISPRS Annals of the Photogrammetry Remote Sensing and Spatial Information Sciences, July 2025, Copernicus GmbH

    Dr Rami Al-Ruzouq

  4. Evaluating Land Subsidence Triggered by the 7.8 Mw Turkey-Syria Earthquake Using an Advanced Machine Learning Model

    Article • ISPRS Annals of the Photogrammetry Remote Sensing and Spatial Information Sciences, July 2025, Copernicus GmbH

    Dr Rami Al-Ruzouq

  5. Automating the Estimation of Turning Movement Rates at Multilane Roundabouts Using Unmanned Aerial Vehicles and Deep Learning

    Article • Green Energy and Intelligent Transportation, July 2025, Elsevier

    Dr Rami Al-Ruzouq

  6. Artificial intelligence applications in pavement infrastructure damage detection with automated three-dimensional imaging – A systematic review

    Article • Alexandria Engineering Journal, April 2025, Elsevier

    Dr Rami Al-Ruzouq

  7. Has our long-term trip-making behavior changed due to COVID-19?

    Article • Archives of Transport, March 2025, Politechnika Warszawska - Warsaw University of Technology

    Dr Rami Al-Ruzouq

  8. Machine learning–based habitat mapping of the invasive Prosopis juliflora in Sharjah, UAE

    Article • Environmental Monitoring and Assessment, March 2025, Springer Science + Business Media

    Dr Rami Al-Ruzouq

  9. Flood susceptibility mapping using a novel integration of multi-temporal sentinel-1 data and eXtreme deep learning model

    Article • Geoscience Frontiers, May 2024, Elsevier

    Dr Rami Al-Ruzouq

  10. Large-scale assessment of date palm plantations based on UAV remote sensing and multiscale vision transformer

    Article • Remote Sensing Applications Society and Environment, April 2024, Elsevier

    Dr Rami Al-Ruzouq

  11. Assessing the Conservation and Management Status in the Archaeological Site of Pella (Tabaqat Fahl) in Jordan

    Article • Jordan Journal for History and Archaeology, February 2024, The University of Jordan

    Dr Rami Al-Ruzouq

  12. A Non-Stationarity Analysis of Annual Maximum Floods: A Case Study of Campaspe River Basin, Australia

    Article • Water, October 2023, MDPI AG

    Dr Rami Al-Ruzouq

  13. Studying the Significance of the Uninterrupted Occupation in the Archaeological Site of Pella in Jordan as a Sustainable Built Heritage

    Article • University of Sharjah (UoS) Journal of Humanities and Social Sciences, September 2023, University Of Sharjah - Scientific Publishing Unit

    Dr Rami Al-Ruzouq

  14. An Integration of Deep Learning and Transfer Learning for Earthquake-Risk Assessment in the Eurasian Region

    Article • Remote Sensing, July 2023, MDPI AG

    Dr Rami Al-Ruzouq

  15. Nondestructive deformation measurements and crack assessment of concrete structure using close-range photogrammetry

    Article • Results in Engineering, June 2023, Elsevier

    Dr Rami Al-Ruzouq

  16. Comprehensive evaluation of multiple machine learning classifiers for predicting freeway incident duration

    Article • Innovative Infrastructure Solutions, May 2023, Springer Science + Business Media

    Dr Rami Al-Ruzouq

  17. Explainable Artificial Intelligence (XAI) Model for Earthquake Spatial Probability Assessment in Arabian Peninsula

    Article • Remote Sensing, April 2023, MDPI AG

    Dr Rami Al-Ruzouq

  18. Large-Scale Date Palm Tree Segmentation from Multiscale UAV-Based and Aerial Images Using Deep Vision Transformers

    Article • Drones, January 2023, MDPI AG

    Dr Rami Al-Ruzouq

  19. Analytical Hierarchical Processing to Delineate Artificial Groundwater Recharge Zones

    Article • January 2023, Springer Science + Business Media

    Dr Rami Al-Ruzouq

  20. Deep convolutional neural networks and Swin transformer-based frameworks for individual date palm tree detection and mapping from large-scale UAV images

    Article • Geocarto International, November 2022, Taylor & Francis

    Dr Rami Al-Ruzouq

  21. A spatio-temporal framework for sustainable planning of buildings based on carbon emissions at the city scale

    Article • Sustainable Cities and Society, July 2022, Elsevier

    Dr Rami Al-Ruzouq

  22. A Case-Based Reasoning and Random Forest Framework for Selecting Preventive Maintenance of Flexible Pavement Sections

    Article • The Baltic Journal of Road and Bridge Engineering, June 2022, Riga Technical University

    Dr Rami Al-Ruzouq

  23. Vulnerability Hotspots Mapping for Enhancing Sanitation Services Provision: A Case Study of Jordan

    Article • Water, May 2022, MDPI AG

    Dr Rami Al-Ruzouq

  24. Spatial and Temporal Inversion of Land Surface Temperature along Coastal Cities in Arid Regions

    Article • Remote Sensing, April 2022, MDPI AG

    Dr Rami Al-Ruzouq

  25. Integrated Archaeological Modeling Based on Geomatics Techniques and Ground-Penetrating Radar

    Article • Remote Sensing, March 2022, MDPI AG

    Dr Rami Al-Ruzouq

  26. COVID-19 Lockdown and the Impact on Mobility, Air Quality, and Utility Consumption: A Case Study from Sharjah, United Arab Emirates

    Article • Sustainability, February 2022, MDPI AG

    Dr Rami Al-Ruzouq

  27. Potential Factors That Trigger the Suspension of Calcium Carbonate Sediments and Whiting in a Semi-Enclosed Gulf

    Article • Remote Sensing, November 2021, MDPI AG

    Dr Rami Al-Ruzouq

  28. Geospatial Multicriteria Analysis for Earthquake Risk Assessment: Case Study of Fujairah City in the UAE

    Article • Journal of Sensors, September 2021, Hindawi Publishing Corporation

    Dr Rami Al-Ruzouq

  29. Waste to energy spatial suitability analysis using hybrid multi-criteria machine learning approach

    Article • Environmental Science and Pollution Research, August 2021, Springer Science + Business Media

    Dr Rami Al-Ruzouq

  30. Deep Convolutional Neural Network for Large-Scale Date Palm Tree Mapping from UAV-Based Images

    Article • Remote Sensing, July 2021, MDPI AG

    Dr Rami Al-Ruzouq

  31. Sensors, Features, and Machine Learning for Oil Spill Detection and Monitoring: A Review

    Article • Remote Sensing, October 2020, MDPI AG

    Dr Rami Al-Ruzouq

  32. Mapping Heterogeneous Urban Landscapes from the Fusion of Digital Surface Model and Unmanned Aerial Vehicle-Based Images Using Adaptive Multiscale Image Segmentation and Classification

    Article • Remote Sensing, March 2020, MDPI AG

    Dr Rami Al-Ruzouq

  33. Predicting Incident Duration Using Random Forests

    Article • Transportmetrica A Transport Science, February 2020, Taylor & Francis

    Dr Rami Al-Ruzouq

  34. Machine Learning for Pavement Performance Modelling in Warm Climate Regions

    Article • Arabian Journal for Science and Engineering, February 2020, Springer Science + Business Media

    Dr Rami Al-Ruzouq

  35. Sustainability-informed multi-criteria decision support framework for ranking and prioritization of pavement sections

    Article • Journal of Cleaner Production, January 2020, Elsevier

    Dr Rami Al-Ruzouq

  36. Spatio-temporal analysis of urban growth and its impact on floods in Ajman City, UAE

    Article • Environmental Monitoring and Assessment, October 2019, Springer Science + Business Media

    Dr Rami Al-Ruzouq

  37. Dam Site Suitability Mapping and Analysis Using an Integrated GIS and Machine Learning Approach

    Article • Water, September 2019, MDPI AG

    Dr Rami Al-Ruzouq

  38. Distress-based evidential reasoning method for pavement infrastructure condition assessment and rating

    Article • International Journal of Pavement Engineering, June 2019, Taylor & Francis

    Dr Rami Al-Ruzouq, Saleh Abu Dabous, Waleed Zeiada, Khaled Hamad

  39. Spatiotemporal Mapping and Monitoring of Whiting in the Semi-Enclosed Gulf Using Moderate Resolution Imaging Spectroradiometer (MODIS) Time Series Images and a Generic Ensemble Tree-Based Model

    Article • Remote Sensing, May 2019, MDPI AG

    Dr Rami Al-Ruzouq

  40. Weighted Multi-attribute Framework to Identify Freeway Incident Hot Spots in a Spatiotemporal Context

    Article • Arabian Journal for Science and Engineering, May 2019, Springer Science + Business Media

    Dr Rami Al-Ruzouq

  41. Potential groundwater zone mapping based on geo-hydrological considerations and multi-criteria spatial analysis: North UAE

    Article • CATENA, February 2019, Elsevier

    Dr Rami Al-Ruzouq

  42. Advanced mathematical models and their comparison to predict compaction properties of fine-grained soils from various physical properties

    Article • SOILS AND FOUNDATIONS, December 2018, Elsevier

    Dr Rami Al-Ruzouq

  43. Image Segmentation Parameter Selection and Ant Colony Optimization for Date Palm Tree Detection and Mapping from Very-High-Spatial-Resolution Aerial Imagery

    Article • Remote Sensing, September 2018, MDPI AG

    Dr Rami Al-Ruzouq

  44. Geomatics for economic archaeological documentation and management

    Article • Applied Geomatics, June 2018, Springer Science + Business Media

    Dr Rami Al-Ruzouq

  45. Effects of Land Cover Change on Urban Floods and Rainwater Harvesting: A Case Study in Sharjah, UAE

    Article • Water, May 2018, MDPI AG

    Dr Rami Al-Ruzouq

  46. Assessing the Spatial and Temporal Capacity of a Semi-Enclosed Gulf to Absorb and Release CO2 Using GIS and Remote Sensing

    Article • May 2018, Springer Science + Business Media

    Dr Rami Al-Ruzouq

  47. CALIBRATED MULTI-TEMPORAL EDGE IMAGES FOR CITY INFRASTRUCTURE GROWTH ASSESSMENT AND PREDICTION

    Article • March 2018, Copernicus GmbH

    Dr Rami Al-Ruzouq

  48. GEOSTATISTICAL SEISMIC ANALYSIS AND HAZARD ASSESSMENT; UNITED ARAB EMIRATES

    Article • March 2018, Copernicus GmbH

    Dr Rami Al-Ruzouq

  49. Macro and micro geo-spatial environment consideration for landfill site selection in Sharjah, United Arab Emirates

    Article • Environmental Monitoring and Assessment, February 2018, Springer Science + Business Media

    Dr Rami Al-Ruzouq

  50. Archaeological Site Information Modelling and Management Based on Close-Range Photogrammetry and GIS

    Article • Conservation and Management of Archaeological Sites, July 2017, Taylor & Francis

    Dr Rami Al-Ruzouq

  51. Infrastructure growth assessment of urban areas based on multi-temporal satellite images and linear features

    Article • Annals of GIS, May 2017, Taylor & Francis

    Dr Rami Al-Ruzouq

  52. Multi-Temporal satellite imagery for infrastructure growth assessment of Dubai City, UAE

    Article • MATEC Web of Conferences, January 2017, EDP Sciences

    Dr Rami Al-Ruzouq

  53. Impact of urban expansion on potential flooding, storage and water harvesting in the city of Sharjah, United Arab Emirates

    Article • MATEC Web of Conferences, January 2017, EDP Sciences

    Dr Rami Al-Ruzouq

  54. Geomatics for Mapping of Groundwater Potential Zones in Northern Part of the United Arab Emiratis - Sharjah City

    Article • April 2015, Copernicus GmbH

    Dr Rami Al-Ruzouq

  55. Distinct relict fringing reefs in the northern shelf of the Gulf of Elat/Aqaba: Markers of Quaternary eustatic and climatic episodes

    Article • Sedimentology, January 2015, Wiley

    Dr Rami Al-Ruzouq

  56. Quaternary tectonic evolution of the Northern Gulf of Elat/Aqaba along the Dead Sea Transform

    Article • Journal of Geophysical Research Solid Earth, December 2014, American Geophysical Union (AGU)

    Dr Rami Al-Ruzouq

  57. Multi-Temporal Satellite Imagery for Urban Expansion Assessment at Sharjah City /UAE

    Article • IOP Conference Series Earth and Environmental Science, June 2014, Institute of Physics Publishing

    Dr Rami Al-Ruzouq

  58. Geomatics techniques and ground penetration radar for archaeological documentation of Al-Salt castle in Jordan

    Article • Applied Geomatics, July 2013, Springer Science + Business Media

    Dr Rami Al-Ruzouq

  59. Photogrammetry and GIS for three-dimensional modeling of the Dome of the Rock

    Article • Applied Geomatics, August 2012, Springer Science + Business Media

    Dr Rami Al-Ruzouq

  60. Monitoring of Dead Sea water surface variation using multi-temporal satellite data and GIS

    Article • Arabian Journal of Geosciences, July 2012, Springer Science + Business Media

    Dr Rami Al-Ruzouq

  61. Linear features for automatic registration and reliable change detection of multi-source imagery

    Article • Journal of Spatial Science, June 2012, Taylor & Francis

    Dr Rami Al-Ruzouq

  62. Multiple source imagery and linear features for detection of urban expansion in Aqaba City, Jordan

    Article • International Journal of Remote Sensing, April 2012, Taylor & Francis

    Dr Rami Al-Ruzouq

  63. Data fusion of multi-source imagery based on linear features registration

    Article • International Journal of Remote Sensing, October 2010, Taylor & Francis

    Dr Rami Al-Ruzouq

  64. Active tectonic morphology and submarine deformation of the northern Gulf of Eilat/Aqaba from analyses of multibeam data

    Article • Geo-Marine Letters, February 2010, Springer Science + Business Media

    Dr Rami Al-Ruzouq

  65. Gas transport through concrete slabs

    Article • Building and Environment, April 2006, Elsevier

    Dr Rami Al-Ruzouq

  66. Line-based modified iterated Hough transform for automatic registration of multi-source imagery

    Article • The Photogrammetric Record, March 2004, Wiley

    Dr Rami Al-Ruzouq