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Members

Members

Postdoc Regular Student

Research project

Field of study: Hydrology

Research Topic: Hydrological time series modeling using machine models and in-depth learning

Interests

  • Water Resources and Environmental Systems Analysis, Planning, and Management
  • Application of Machine and Deep Learning Models in Water and Environmental Resources Management
  • Impact of Climate Change on Water Resources
  • Water Quality Monitoring and Assessment
  • Groundwater Modeling

Research Areas

Expertises

Previous Studies

  • PhD, Hydrogeology, University of Tabriz, Iran (2019)
  • MSC, Hydrogeology, University of Tabriz, Iran (2014)
  • BS, Geology, University of Tabriz, Iran (2012)

Affiliations

  • Iran’s National Elites Foundation
  • Canadian Water Resources Association
  • European Geosciences Union

Publications

Improving GALDIT- based groundwater vulnerability predictive mapping using coupled resampling algorithms and machine learning models.

Journal of Hydrology
Voir les détails de Improving GALDIT- based groundwater vulnerability predictive mapping using coupled resampling algorithms and machine learning models.

oupling a hybrid CNN-LSTM deep learning model with a Boundary Corrected Maximal Overlap Discrete Wavelet Transform for multiscale Lake water level forecasting.

Journal of Hydrology
Voir les détails de oupling a hybrid CNN-LSTM deep learning model with a Boundary Corrected Maximal Overlap Discrete Wavelet Transform for multiscale Lake water level forecasting.

Improving GALDITbased groundwater vulnerability predictive mapping using coupled resampling algorithms and machine learning models

Journal of Hydrology
Voir les détails de Improving GALDITbased groundwater vulnerability predictive mapping using coupled resampling algorithms and machine learning models

Coupling a hybrid CNN-LSTM deep learning model with a Boundary Corrected Maximal Overlap Discrete Wavelet Transform for multiscale Lake water level forecasting

Journal of Hydrology
Voir les détails de Coupling a hybrid CNN-LSTM deep learning model with a Boundary Corrected Maximal Overlap Discrete Wavelet Transform for multiscale Lake water level forecasting

Using ensembles of adaptive neuro-fuzzy inference system and optimization algorithms to predict reference evapotranspiration in subtropical climatic zones

Journal of Hydology
Voir les détails de Using ensembles of adaptive neuro-fuzzy inference system and optimization algorithms to predict reference evapotranspiration in subtropical climatic zones

Short-term water quality variable prediction using the hybrid CNN-LSTM deep learning model

Stochastic Environmental Research and Risk Assessment
Voir les détails de Short-term water quality variable prediction using the hybrid CNN-LSTM deep learning model

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

Geothermics
Voir les détails de 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

Using bootstrap ELM and LSSVM models to estimate river ice thickness in the ackenzie River Basin in the Northwest Territories, Canada

Journal of Hydrology
Voir les détails de Using bootstrap ELM and LSSVM models to estimate river ice thickness in the ackenzie River Basin in the Northwest Territories, Canada

Natural and anthropogenic origins of selected trace elements in the surface waters of Tabriz area, Iran

Earth Sciences
Voir les détails de Natural and anthropogenic origins of selected trace elements in the surface waters of Tabriz area, Iran

Modification of the DRASTIC framework for mapping groundwater vulnerability zones

Groundwater
Voir les détails de Modification of the DRASTIC framework for mapping groundwater vulnerability zones

    Directors & Co-Directors


    Name Type Axes Expertise Institution
    Jan
    Adamowski
    Director
    Regular Researcher

    • + 2 other axis
    • Governance
    • Hydrology
    McGill University
    Jan
    Adamowski
    Director
    Regular Researcher

    • + 2 other axis
    • Governance
    • Hydrology
    McGill University