ربيع رستم ✔ موثّق

نبذة

أستاذ في هندسة المياه والبيئة، وتشمل اهتماماته البحثية إدارة الموارد المائية والهيدرولوجيا، وتحليل الفيضانات والطلب على المياه، ومعالجة مياه الصرف الصحي، والاستدامة. يوظّف في أبحاثه تقنيات الذكاء الاصطناعي والتعلّم الآلي، مثل الشبكات العصبية والخرائط ذاتية التنظيم، في النمذجة والتنبؤ وتحليل البيانات البيئية.

المؤسسات والانتماءات

• عضو هيئة تدريس — Heriot-Watt University · · 2020-02 حتى الآن

الأبحاث والمنشورات

• 2026
  Comparison of Imputation Methods for Activated Sludge Data: A Case Study on Imputing Missing Data لم تثبت الفهرسةWaste
• 2026
  Urban resilience to urbanisation, climate change and natural risk in urban historic areas of developing countries: a systematic review (Scopus)Q1Advances in Space Research
• 2026
  Irrigation scheduling of crops under the influence of shallow groundwater table (Scopus)Q3ISH Journal of Hydraulic Engineering
• 2025
  Analysing the effects of integrating local tanks in water distribution networks on water age (Scopus)Q2Urban Water Journal
• 2025
  Analyzing the Impact of Orifice Size and Retention Time in Private Tanks on Water Quality Indicators in Distribution Networks (Scopus)Q2Processes
• 2025
  Modeling root zone soil moisture dynamics under the influence of shallow groundwater table by considering capillary rise (Scopus)Q3ISH Journal of Hydraulic Engineering
• 2025
  Comparative Analysis of Machine Learning Techniques for Predicting Bulk Specific Gravity in Modified Asphalt Mixtures Incorporating Polyethylene Terephthalate (PET), High-Density Polyethylene (HDPE), and Polyvinyl Chloride (PVC) (Scopus)Q1Machine Learning and Knowledge Extraction
• 2025
  Reliability Performance Indices for Planning and Operational Evaluation of Main Tanks in Water Distribution Networks لم تثبت الفهرسةWater
• 2025
  Studying the Effects of Private Water Storage Tanks on Pump Scheduling Optimization and Leakage Control لم تثبت الفهرسةSustainability
• 2025
  The Effect of Orifice Size and Retention Time of Local Tanks on Water Distribution Network لم تثبت الفهرسةWater science and technology library
• 2025
  Vacuum Sewerage Systems as an Alternative to Conventional Gravity Sewer Systems: A Cost-Benefit Analysis لم تثبت الفهرسةSSRN Electronic Journal
• 2024
  Treated wastewater irrigation for ornamental plants: a systematic review (Scopus)Q3ISH Journal of Hydraulic Engineering
• 2024
  Floods modeling and analysis for Dubai using HEC-HMS model and remote sensing using GIS (Scopus)Q1Scientific Reports
• 2024
  The Necessity of Updating IDF Curves for the Sharjah Emirate, UAE: A Comparative Analysis of 2020 IDF Values in Light of Recent Urban Flooding (April 2024) لم تثبت الفهرسةWater
• 2024
  Comparison of the Analytic Network Process and the Best–Worst Method in Ranking Urban Resilience and Regeneration Prioritization by Applying Geographic Information Systems (Scopus)Q1Land
• 2024
  Assessing Riverbank Change Caused by Sand Mining and Waste Disposal Using Web-Based Volunteered Geographic Information لم تثبت الفهرسةWater
• 2024
  Sensitivity Analysis of AquaCrop Model for Winter Wheat in Different Water Supply Conditions لم تثبت الفهرسةJournal of Irrigation and Drainage Engineering
• 2024
  Challenges faced by developing economics to mitigate the impacts of climate change on water resources لم تثبت الفهرسةElsevier eBooks
• 2024
  Contributors لم تثبت الفهرسةElsevier eBooks
• 2023
  ASSESSMENT OF PROJECTED EXTREME CLIMATE CHANGE IMPACT ON THE OPERATIONAL PERFORMANCE OF SURFACE WATER RESERVOIRS (Scopus)Q2Water Conservation and Management
• 2023
  THE EFFECTS OF NOISE FROM INTERNAL DRAINAGE SYSTEMS ON DAILY HUMAN ACTIVITY AND SLEEP PATTERNS (Scopus)Q3International Journal of Geomate
• 2023
  A Review of Hydrological Studies in the United Arab Emirates لم تثبت الفهرسةWater
• 2022
  Review of Latest Advances in Nature-Inspired Algorithms for Optimization of Activated Sludge Processes (Scopus)Q2Processes
• 2022
  Forecasting Dubai City water demand using the fuzzy logic approach (Scopus)Q4IET conference proceedings.
• 2022
  Closure to “Evaluating the Performance of Self-Organizing Maps to Estimate Well-Watered Canopy Temperature for Calculating Crop Water Stress Index in Indian Mustard ( Brassica juncea )” by Navsal Kumar, Vijay Shankar, Rabee Rustum, and Adebayo J. Adeloye لم تثبت الفهرسةJournal of Irrigation and Drainage Engineering
• 2022
  A Comparative Study Using ANFIS and ANN for Determining the Compressive Strength of Concrete لم تثبت الفهرسةCRC Press eBooks
• 2022
  List of contributors لم تثبت الفهرسةElsevier eBooks
• 2022
  Water resource planning and climate change لم تثبت الفهرسةElsevier eBooks
• 2021
  Study of Impact of Cloud-Seeding on Intensity-Duration-Frequency (IDF) Curves of Sharjah City, the United Arab Emirates لم تثبت الفهرسةWater
• 2021
  Effects of Orifice Diameter and Retention Time of Local Tanks on the Reliability and Carbon Footprint of Water Distribution Networks لم تثبت الفهرسةJournal of Water Resources Planning and Management
• 2021
  Self-organizing map estimator for the crop water stress index (Scopus)Q1Computers and Electronics in Agriculture
• 2021
  Analysis of conservative approach for simulating water supply system in various conditions (Scopus)Q4Proceedings of the Institution of Civil Engineers - Water Management
• 2020
  Evaluating the Performance of Self-Organizing Maps to Estimate Well-Watered Canopy Temperature for Calculating Crop Water Stress Index in Indian Mustard ( Brassica juncea ) لم تثبت الفهرسةJournal of Irrigation and Drainage Engineering
• 2020
  Identifying and analyzing residential water demand profile; including the impact of COVID-19 and month of Ramadan, for selected developments in Dubai, United Arab Emirates لم تثبت الفهرسةWater Science & Technology Water Supply
• 2020
  Modelling Unconfined Groundwater Recharge Using Adaptive Neuro-Fuzzy Inference System (Scopus)Q2Processes
• 2020
  Neural computing modelling of the crop water stress index (Scopus)Q1Agricultural Water Management
• 2020
  DAIRY WASTEWATER TREATMENT OPTION FOR RURAL SETTLMENTS BY VERMI-BIOFILTRATION (Scopus)Q3International Journal of Geomate
• 2020
  Sustainability Ranking of Desalination Plants Using Mamdani Fuzzy Logic Inference Systems (Scopus)Sustainability
• 2019
  Review of Anaerobic Digestion Modeling and Optimization Using Nature-Inspired Techniques (Scopus)Q2Processes
• 2019
  Anaerobic digestion process modeling using Kohonen self-organising maps (Scopus)Q1Heliyon
• 2018
  Effect of Soil Parameter on the Long Drive Micro-tunelling Process a Case Study of Al Jadaf Area, Dubai, UAE (Scopus)Q4Sustainable civil infrastructures
• 2018
  Teaching hydrology: A case study of teaching and learning (Scopus)Q4Advances in Science and Engineering Technology International Conferences (ASET)
• 2017
  Spatial and temporal Trend Analysis of Long Term rainfall records in data-poor catchments with missing data, a case study of Lower Shire floodplain in Malawi for the Period 1953–2010 لم تثبت الفهرسة
• 2017
  Surface Water Data Collection and Processing (Scopus)Q2Sustainable Water Resources Management
• 2017
  Studying the impact of construction dewatering discharges to the urban storm drainage network(s) of Doha city using infoworks integrated catchment modeling (ICM) (Scopus)MATEC Web of Conferences
• 2017
  Challenges faced for micro-tunelling works in Jadaf, Dubai for long drive on large scale projects (case study) (Scopus)MATEC Web of Conferences
• 2016
  Comparison of Two Water Regeneration Strategies for Activated Carbon Loaded with Hydrogen Sulphide Gas لم تثبت الفهرسةModern Environmental Science and Engineering
• 2016
  Sustainability Rating System for Infrastructure Projects in UAE لم تثبت الفهرسةWorld Academy of Science, Engineering and Technology, International Journal of Environmental and Ecological Engineering
• 2016
  Performance Evaluation of Small-Scale Solar Powered Wastewater and Grey Water Treatment Systems لم تثبت الفهرسةInternational Journal of Sustainable Water and Environmental Systems
• 2015
  Probing soil physical and biological resilience data from a broad sampling of arable farms in Scotland (Scopus)Q1Soil Use and Management
• 2014
  Application of self-organising maps and multi-layer perceptron-artificial neural networks for streamflow and water level forecasting in data-poor catchments: the case of the Lower Shire floodplain, Malawi (Scopus)Q1Hydrology research
• 2013
  Hybrid unsupervised-supervised artificial neural networks for modelling activated sludge wastewater treatment plants لم تثبت الفهرسة
• 2012
  Improved Modelling of Wastewater Treatment Primary Clarifier Using Hybrid Anns لم تثبت الفهرسةInternational Journal of Computer Science and Artificial Intelligence
• 2012
  Infilling of missing rainfall and streamflow – a self organizing map approach لم تثبت الفهرسة
• 2012
  Self-organising map rainfall-runoff multivariate modelling for runoff reconstruction in inadequately gauged basins (Scopus)Q1Hydrology research
• 2012
  Infilling of missing rainfall and streamflow data in the Shire River basin, Malawi – A self organizing map approach (Scopus)Physics and Chemistry of the Earth Parts A/B/C
• 2011
  Neural computing modeling of the reference crop evapotranspiration (Scopus)Environmental Modelling & Software
• 2011
  Infilling of missing rainfall and streamflow data for flood forecasting in the lower shire floodplain of Malawi: a self organizing map approach لم تثبت الفهرسة
• 2011
  Kohonen self‐organizing map estimator for the reference crop evapotranspiration (Scopus)Q1Water Resources Research
• 2011
  Lagos (Nigeria) flooding and influence of urban planning (Scopus)Q1Proceedings of the Institution of Civil Engineers - Urban Design and Planning
• 2011
  Wastewater management in Eastern Province on life cycle approach لم تثبت الفهرسة
• 2011
  Kohonen Self-Organizing Map as a software sensor estimator of reference crop evapotranspiration (Scopus)
• 2011
  Artificial Intelligence modelling of wastewater treatment plants: Theory, applications and limitations لم تثبت الفهرسة
• 2010
  Water resources planning with limited data: use of Kohonen Self-Organising Map as data extension tool for Lagos water supply study لم تثبت الفهرسة
• 2010
  The development of environmental engineering curriculum: A case study from University of Dammam لم تثبت الفهرسة
• 2010
  KSOM clustering as a possible cure for the wicked water problem of inadequate data for water resources planning (Scopus)IAHS-AISH publication
• 2008
  Activated sludge data analysis using Kohonen Self-Organising Map (a case study of Seafield wastewater treatment plant) لم تثبت الفهرسة
• 2008
  Applying Kohonen Self‐Organizing Map as a Software Sensor to Predict Biochemical Oxygen Demand (Scopus)Q2Water Environment Research
• 2007
  Modelling activated sludge process using Adaptive Network-Based Fuzzy Inference System (ANFIS) لم تثبت الفهرسة
• 2007
  Replacing Outliers and Missing Values from Activated Sludge Data Using Kohonen Self-Organizing Map (Scopus)Journal of Environmental Engineering
• 2007
  Kohonen self-organising map (KSOM) extracted features for enhyancing MLP-ANN prediction models of BOD5 لم تثبت الفهرسة
• 2007
  Kohonen self-organising map (KSOM) extracted features for enhancing MLP-ANN prediction models of BOD5 (Scopus)IAHS-AISH publication
• 2006
  Features extraction from primary clarifier data using unsupervised neural networks (Kohonen Self Organising Map) لم تثبت الفهرسة
• 2006
  Knowledge discovery from activated sludge process using unsupervised neural networks (Kohonen Self-Organizing Map) لم تثبت الفهرسة