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Author

Md. Mahabub Rahman

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Open access Oct 2026

Land Use and Land Cover Dynamics in Dinajpur District: Spatio-Temporal Trends and Future Scenario Using Google Earth Engine and CA–Markov Modeling

Investigation on the detection and prediction of changes in land use and land cover (LULC) is essential for reinforcing sustainable management and planning. As a result, the purpose of this research was to discover LULC changes in the Dinajpur area of Bangladesh between 2000 and 2020, as well as anticipate future chang...

M. Sizan, M. Rahman, Md. Osman Gani Rasel · 0 citations
Open access Sep 2026

GEE-Based Spatiotemporal Analysis of Rainfall Variability and Soil Erosion in Northern Bangladesh

In this study, a new framework to evaluate the potential soil erosion spatiotemporal response to monsoon anomalies based on dynamic RUSLE modeling and analysis of interannual rainfall deviation is developed and applied over the Rangpur Division in northern Bangladesh for 38 years from 1987 to 2024 using Google Earth En...

M. Rahman, M. Sizan, M. Rasel · 0 citations
Open access Jul 2026

Machine Learning Algorithm-Based Prediction of Groundwater Table in Bogura District, Bangladesh

The significance of hyperparameter optimization in enhancing the performance of machine learning models for environmental predictions is demonstrated, and the proposed PSO-RF model is promising for the prediction of groundwater levels in Bangladesh.

Md. Mahabub Rahman, Md. Emran Biswas · 0 citations

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