Babak Mohammadi PhD (Geobiosphere Science with specialization in Physical Geography and Ecosystem Science) (Lund University)
Swedish Meteorological and Hydrological Institute, Norrköping · Sweden
Editorial leadership for Journal of Water ISSN 2769-2264
Research interests
- Water Resources
- Hydrological Modeling
- Climate Extremes
- Machine Learning
- Remote Sensing
Biography
Dr. Babak Mohammadi is a researcher at the Swedish Meteorological and Hydrological Institute in Norrköping, Sweden, specializing in water resources, hydrological modeling, and climate extremes. He earned his PhD in Geobiosphere Science with a specialization in Physical Geography and Ecosystem Science from Lund University. His research integrates machine learning and remote sensing techniques to advance hydrological predictions and climate impact assessments. Dr. Mohammadi has authored over 63 indexed publications, with his most-cited work on modeling daily reference evapotranspiration using support vector regression coupled with whale optimization algorithm (2020) receiving 231 citations.
Selected publications
- Modeling daily reference evapotranspiration via a novel approach based on support vector regression coupled with whale optimization algorithm 2020 cited 231×
- Coupling a firefly algorithm with support vector regression to predict evaporation in northern Iran 2018 cited 150×
- Long-term monthly average temperature forecasting in some climate types of Iran, using the models SARIMA, SVR, and SVR-FA 2019 cited 120×
- A review on the applications of machine learning for runoff modeling 2021 cited 117×
- Implementation of hybrid particle swarm optimization-differential evolution algorithms coupled with multi-layer perceptron for suspended sediment load estimation 2021 cited 109×
- A comparison between the application of empirical and ANN methods for estimation of daily global solar radiation in Iran 2018 cited 103×
Ranked by citation impact (Crossref) where available, newest otherwise · verified via ORCID.
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This journal is guided by Babak Mohammadi (Swedish Meteorological and Hydrological Institute, Norrköping) and a peer-review board of practising researchers. Open access, author-retained copyright (CC BY), and a clear editorial process.