Bottin des membres du personnel
Rahim Barzegar
Poste
Lieu de travail
Lieux
Campus d'Amos (ouvre une fenêtre de dialogue)
- Local :
- 6036
Formation
- Ph. D. en hydrogéologie (Université de Tabriz, 2019)
- M. Sc. en hydrogéologie (Université de Tabriz, 2014)
- B. Sc. géologie (Université de Tabriz, 2012)
Domaines d'expertise
- Modélisation hydro(géo)logique et des ressources en eau
- Apprentissage automatique/apprentissage profond
- Qualité de l'eau
- Vulnérabilité/risque des eaux souterraines
- Impact du changement climatique sur les ressources en eau
Publications
Source : ORCID (s'ouvre dans un nouvel onglet)
2026
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Enhancing long-term water quality forecasting with a hybrid deep-learning approach integrating MODWT, CNN, and GRU
Article de journalHydrological Sciences Journal
2025
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Unveiling air quality shifts during Diwali in Chennai using geospatial insights for pollution assessment
Article de journalDiscover Geoscience
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Advancing Groundwater Vulnerability Assessment in Coastal Regions: Integrating Machine Learning and Traditional Frameworks
Prépublication -
Advanced Probabilistic Health Risk Assessment of Water Contamination: Evaluating PTE Exposure and Public Health Implications in Complex Hydrogeological Settings
Article de journalEarth Systems and Environment
-
An editorial point of view for the five-year anniversary
Article de journalCommunications Earth and Environment
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Extending DRASTIC vulnerability method for groundwater salinity assessment in the urmia coastal aquifer, NW Iran
Article de journalSustainable Water Resources Management
-
Harnessing deep learning for fusion-based heavy metal contamination index prediction in groundwater
Article de journalJournal of Contaminant Hydrology
-
Learning from multiple frameworks for aquifer vulnerability mapping and multiple modelling practices in groundwater vulnerability mapping studies
Article de journalApplied Water Science
2024
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A meta-ensemble machine learning strategy to assess groundwater holistic vulnerability in coastal aquifers
Article de journalGroundwater for Sustainable Development
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Coupling artificial neural network and sperm swarm optimization for soil temperature prediction at multiple depths
Article de journalEnvironmental Science and Pollution Research
-
Ensemble learning of decomposition-based machine learning models for multistep-ahead daily streamflow forecasting in northwest China
Article de journalHydrological Sciences Journal
-
Ensemble learning using multivariate variational mode decomposition based on the Transformer for multi-step-ahead streamflow forecasting
Article de journalJournal of Hydrology
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Incorporating Hydraulic Gradient and Pumping Rate into GALDIT Framework for Salinity Hazard Assessment in Coastal Aquifers: A Case Study of Urmia Plain, Iran
AutreResearch Square
-
Incorporating hydraulic gradient and pumping rate into GALDIT framework to assess groundwater vulnerability to salinity in coastal aquifers: a case study from Urmia Plain, Iran
Article de journalEnvironmental Science and Pollution Research
-
Modeling and simulation of a root-zone heating in greenhouse using solar collectors
Article de journalEnvironmental Resources Research
-
Multi-contamination groundwater risk assessment based on integrated OSPRC framework considering receptor and consequence components
Article de journalGroundwater for Sustainable Development
-
Two-stage meta-ensembe machine learning model for enhanced water quality forecasting
Article de journalJournal of Hydrology
2023
-
A geospatial approach for assessing urban flood risk zones in Chennai, Tamil Nadu, India
Article de journalEnvironmental Science and Pollution Research
-
Ensemble learning of decomposition-based machine learning and deep learning models for multi-time step ahead streamflow forecasting in an arid region
AutreResearch Square
-
Forecasting water quality variable using deep learning and weighted averaging ensemble models
Article de journalEnvironmental Science and Pollution Research International
-
Multi-step ahead soil temperature forecasting at different depths based on meteorological data: Integrating resampling algorithms and machine learning models
Article de journalPedosphere
-
Observed and projected trends in spring flood discharges for the Upper Harricana River, eastern boreal Canada
Article de journalJournal of Hydrology Regional Studies
-
Preface
LivreAdvances in Science Technology and Innovation
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Quantifying the groundwater total contamination risk using an inclusive multi-level modelling strategy
Article de journalJournal of Environmental Management
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Regional Groundwater Flow Modeling Using Improved Isogeometric Analysis: Application and Implications in Unconfined Aquifer Systems
Article de journalWater Resources Management
2022
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A country-wide assessment of Iran's land subsidence susceptibility using satellite-based InSAR and machine learning
Article de journalGeocarto International
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Comparing the Soil Conservation Service model with new machine learning algorithms for predicting cumulative infiltration in semi-arid regions
Article de journalPedosphere
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Contributions of climate, elevated atmospheric CO2 concentration and land surface changes to variation in water use efficiency in Northwest China
Article de journalCatena
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Developing a Data-Fused Water Quality Index Based on Artificial Intelligence Models to Mitigate Conflicts between GQI and GWQI
Article de journalWater Switzerland
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Establishing a Data Fusion Water Resources Risk Map Based on Aggregating Drinking Water Quality and Human Health Risk Indices
Article de journalWater Switzerland
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Introducing dynamic land subsidence index based on the ALPRIFT framework using artificial intelligence techniques
Article de journalEarth Science Informatics
-
Multi-step-ahead soil temperature forecasting at multiple-depth based on meteorological data: Integrating resampling algorithms and machine learning models
AutreResearch Square
-
Quantifying the Groundwater Total Contamination Risk Using a Multi-Level Modelling Strategy
AutreSsrn
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Using a soft computing OSPRC risk framework to analyze multiple contaminants from multiple sources; a case study from Khoy Plain, NW Iran
Article de journalChemosphere
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Withdrawn: Similar Isotopic Biases of Plant Stem Bulk Water From Different Water Sources by Cryogenic Vacuum Distillation Demonstrated Through Rehydration Experiments
Article de journalGeophysical Research Letters
2021
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Improving Deep Learning hydrological time series modeling using Gaussian Filter preprocessing
Autre -
Advanced Hybrid Machine Learning Algorithms for Multistep Lake Water Level Forecasting
AutreResearch Square
-
Coupling a hybrid CNN-LSTM deep learning model with a Boundary Corrected Maximal Overlap Discrete Wavelet Transform for multiscale Lake water level forecasting
Article de journalJournal of Hydrology
-
Developing a SINTACS-based method to map groundwater multi-pollutant vulnerability using evolutionary algorithms
Article de journalEnvironmental Science and Pollution Research
-
Effect of elevation on variation in reference evapotranspiration under climate change in northwest china
Article de journalSustainability Switzerland
-
Improving GALDIT-based groundwater vulnerability predictive mapping using coupled resampling algorithms and machine learning models
Article de journalJournal of Hydrology
-
Improving daily stochastic stream flow prediction: comparison of novel hybrid data-mining algorithms
Article de journalHydrological Sciences Journal
-
Mapping risk to land subsidence: developing a two-level modeling strategy by combining multi-criteria decision-making and artificial intelligence techniques
Article de journalWater Switzerland
-
Predictive modeling of selected trace elements in groundwater using hybrid algorithms of iterative classifier optimizer
Article de journalJournal of Contaminant Hydrology
2020
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Using a boundary-corrected wavelet transform coupled with machine learning and hybrid deep learning approaches for multi-step water level forecasting in Lakes Michigan and Ontario
Autre -
An ensemble tree-based machine learning model for predicting the uniaxial compressive strength of travertine rocks
Article de journalNEURAL COMPUTING & APPLICATIONS
-
Exploring the hydrogeochemical evolution of cold and thermal waters in the Sarein-Nir area, Iran using stable isotopes (δ18O and δD), geothermometry and multivariate statistical approaches
Article de journalGeothermics
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Modification of the DRASTIC Framework for Mapping Groundwater Vulnerability Zones
Article de journalGROUNDWATER
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Short-term water quality variable prediction using a hybrid CNN–LSTM deep learning model
Article de journalStochastic Environmental Research and Risk Assessment
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Stochastic Modeling of Groundwater Fluoride Contamination: Introducing Lazy Learners
Article de journalGroundwater
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Using ensembles of adaptive neuro-fuzzy inference system and optimization algorithms to predict reference evapotranspiration in subtropical climatic zones
Article de journalJournal of Hydrology
2019
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Assessing the potential origins and human health risks of trace elements in groundwater: A case study in the Khoy plain, Iran
Article de journalENVIRONMENTAL GEOCHEMISTRY AND HEALTH
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Delimitation of groundwater zones under contamination risk using abagged ensemble of optimized DRASTIC frameworks
Article de journalENVIRONMENTAL SCIENCE AND POLLUTION RESEARCH
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Design and implementation of a hybrid model based on two-layer decomposition method coupled with extreme learning machines to support real-time environmental monitoring of water quality parameters
Article de journalSCIENCE OF THE TOTAL ENVIRONMENT
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Heavy Metal(loid)s in the Groundwater of Shabestar Area (NW Iran): Source Identification and Health Risk Assessment
Article de journalEXPOSURE AND HEALTH
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Natural and anthropogenic origins of selected trace elements in the surface waters of Tabriz area, Iran
Article de journalENVIRONMENTAL EARTH SCIENCES
-
Optimizing the DRASTIC vulnerability approach to overcome the subjectivity: a case study from Shabestar plain, Iran
Article de journalARABIAN JOURNAL OF GEOSCIENCES
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Using bootstrap ELM and LSSVM models to estimate river ice thickness in the Mackenzie River Basin in the Northwest Territories, Canada
Article de journalJOURNAL OF HYDROLOGY
2018
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Evidence for the occurrence of hydrogeochemical processes in the groundwater of Khoy plain, northwestern Iran, using ionic ratios and geochemical modeling
Article de journalENVIRONMENTAL EARTH SCIENCES
-
Mapping groundwater contamination risk of multiple aquifers using multi-model ensemble of machine learning algorithms
Article de journalSCIENCE OF THE TOTAL ENVIRONMENT
-
Multi-step water quality forecasting using a boosting ensemble multi-wavelet extreme learning machine model
Article de journalSTOCHASTIC ENVIRONMENTAL RESEARCH AND RISK ASSESSMENT
-
Multivariate statistics and hydrogeochemical modeling for source identification of major elements and heavy metals in the groundwater of Qareh-Ziaeddin plain, NW Iran
Article de journalARABIAN JOURNAL OF GEOSCIENCES
-
Risk assessment and ranking of heavy metals concentration in Iran's Rayen groundwater basin using linear assignment method
Article de journalSTOCHASTIC ENVIRONMENTAL RESEARCH AND RISK ASSESSMENT
2017
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Assessing the hydrogeochemistry and water quality of the Aji-Chay River, northwest of Iran (vol 75, 1486, 2016)
Article de journalENVIRONMENTAL EARTH SCIENCES
-
Characterization and Assessment of Groundwater Resources in a Complex Hydrological Basin of Central Greece (Kopaida basin) with the Joint Use of Hydrogeochemical Analysis, Multivariate Statistics and Stable Isotopes
Article de journalAQUATIC GEOCHEMISTRY
-
Comparison of machine learning models for predicting fluoride contamination in groundwater
Article de journalSTOCHASTIC ENVIRONMENTAL RESEARCH AND RISK ASSESSMENT
-
Forecasting of groundwater level fluctuations using ensemble hybrid multi-wavelet neural network-based models
Article de journalSCIENCE OF THE TOTAL ENVIRONMENT
-
Hydrogeochemical features of groundwater resources in Tabriz plain, northwest of Iran
Article de journalApplied Water Science
-
Hydrogeochemistry and water quality of the Kordkandi-Duzduzan plain, NW Iran: application of multivariate statistical analysis and PoS index
Article de journalENVIRONMENTAL MONITORING AND ASSESSMENT
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Identification of hydrogeochemical processes and pollution sources of groundwater resources in the Marand plain, northwest of Iran
Article de journalENVIRONMENTAL EARTH SCIENCES
2016
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A supervised committee machine artificial intelligent for improving DRASTIC method to assess groundwater contamination risk: a case study from Tabriz plain aquifer, Iran
Article de journalSTOCHASTIC ENVIRONMENTAL RESEARCH AND RISK ASSESSMENT
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Application of wavelet-artificial intelligence hybrid models for water quality prediction: a case study in Aji-Chay River, Iran
Article de journalSTOCHASTIC ENVIRONMENTAL RESEARCH AND RISK ASSESSMENT
-
Assessing the hydrogeochemistry and water quality of the Aji-Chay River, northwest of Iran
Article de journalENVIRONMENTAL EARTH SCIENCES
-
Characterization of hydrogeologic properties of the Tabriz plain multilayer aquifer system, NW Iran
Article de journalARABIAN JOURNAL OF GEOSCIENCES
-
Combining the advantages of neural networks using the concept of committee machine in the groundwater salinity prediction
Article de journalModeling Earth Systems and Environment
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Comparative evaluation of artificial intelligence models for prediction of uniaxial compressive strength of travertine rocks, Case study: Azarshahr area, NW Iran
Article de journalModeling Earth Systems and Environment
2015
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Assessment of heavy metals concentrations with emphasis on arsenic in the Tabriz plain aquifers, Iran
Article de journalENVIRONMENTAL EARTH SCIENCES
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Investigation on nitrate concentrations in groundwater resources of marand plain and groundwater vulnerability assessment using Avi and gods methods
Article de journalJournal of Environmental Studies