Publications

These are my 14 journal papers by year, newest first. A click on a paper leads to its DOI.

2026

6 papers

  1. Mapping potential recurring risk of wildfire across Canada using artificial intelligence: implications for human populations and tree species Expert Systems with Applications, 2026 Shahvaran, A. R. author 2 of 5 (opens in a new tab)
  2. Evaluating modeling approaches for estimating net ecosystem exchange in Canadian peatlands Scientific Reports, 2026 Shahvaran, A. R. author 3 (opens in a new tab)
  3. First page of Yields and Stormwater Loads of Microplastics in Five Urban Stormwater Catchments (City of Kitchener, Ontario, Canada)Yields and Stormwater Loads of Microplastics in Five Urban Stormwater Catchments (City of Kitchener, Ontario, Canada) Water Research, 2026 Shahvaran, A. R. author 6 of 10 (opens in a new tab)
  4. First page of Multi-Source Assessment of Machine Learning Models and Atmospheric Correction Products for Chlorophyll-a Retrieval in Meso-Eutrophic Waters: Application to Hamilton Harbour, an Area of Concern in Lake Ontario, CanadaMulti-Source Assessment of Machine Learning Models and Atmospheric Correction Products for Chlorophyll-a Retrieval in Meso-Eutrophic Waters: Application to Hamilton Harbour, an Area of Concern in Lake Ontario, Canada IEEE Transactions on Geoscience and Remote Sensing, 2026 Shahvaran, A. R. author 1 of 5 (opens in a new tab)
  5. First page of Phosphorus in urban stormwater runoff: a review of sources, transport pathways, and control solutionsPhosphorus in urban stormwater runoff: a review of sources, transport pathways, and control solutions Environmental Reviews, 2026 Shahvaran, A. R. author 8 of 11 (opens in a new tab)
  6. Linking Hypolimnion to Epilimnion in a Stratified Arctic Lake: Machine Learning-Based Estimation of Hypolimnetic Water Quality from Epilimnetic Measurements Water Research, 2026 Shahvaran, A. R. author 4 of 14 (opens in a new tab)

2025

5 papers

  1. Trend Analysis of Surface Shortwave (Solar) Radiation in Continental Northwest Territories, Canada (1980–2023) Journal of Climate, 2025 Shahvaran, A. R. author 2 of 7 (opens in a new tab)
  2. Beyond conventional modeling: A cutting-edge hybrid IAER-AMT decision-tree-based algorithm for high-resolution river turbidity prediction Ain Shams Engineering Journal, 2025 Shahvaran, A. R. author 3 of 6 (opens in a new tab)
  3. Assessing Pan-Canada wildfire susceptibility by integrating satellite data with novel hybrid deep learning and black widow optimizer algorithms Science of The Total Environment, 2025 Shahvaran, A. R. author 6 of 9 (opens in a new tab)
  4. First page of Mapping satellite-derived chlorophyll-a concentrations from 2013 to 2023 in Western Lake Ontario using Landsat 8 and 9 imageryMapping satellite-derived chlorophyll-a concentrations from 2013 to 2023 in Western Lake Ontario using Landsat 8 and 9 imagery Science of the Total Environment, 2025 Shahvaran, A. R. author 1 of 4 (opens in a new tab)
  5. Assessment of environmental and socioeconomic drivers of urban stormwater microplastics using machine learning Scientific Reports, 2025 Shahvaran, A. R. author 3 of 7 (opens in a new tab)

2024

2 papers

  1. A web GIS based integrated water resources assessment tool for Javeh Reservoir Expert Systems with Applications, 2024 Shahvaran, A. R. author 3 of 3 (opens in a new tab)
  2. First page of Comparative Evaluation of Semi-Empirical Approaches to Retrieve Satellite-Derived Chlorophyll-a Concentrations from Nearshore and Offshore Waters of a Large Lake (Lake Ontario)Comparative Evaluation of Semi-Empirical Approaches to Retrieve Satellite-Derived Chlorophyll-a Concentrations from Nearshore and Offshore Waters of a Large Lake (Lake Ontario) Remote Sensing, 2024 Shahvaran, A. R. author 1 of 3 (opens in a new tab)

2022

1 paper

  1. Selecting potential locations for groundwater recharge by means of remote sensing and GIS and weighting based on Boolean logic and analytic hierarchy process Environmental Earth Sciences, 2022 Shahvaran, A. R. author 3 of 6 (opens in a new tab)