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Author

M. Güneş

2 papers indexed here

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Open access Sep 2026

Geostatistical and Spatial Clustering Analysis for Wildfire Monitoring in Türkiye

The wildfire situation has become increasingly dangerous to the eastern Mediterranean’s forest lands and human life. Among these are wildfires in Türkiye that have had one of the largest impacts on the country in the region. A pipeline consisting of five steps was applied using an integrated methodology to analyze MODI...

M. Güneş · 0 citations
Open access Sep 2026

Interpretable Machine Learning for Daily Streamflow Using Gam And Xgboost With Shap-Based Analysis

Predicting and interpreting streamflow changes is critical for the long-term sustainability of water resources under climate variability. This study investigates daily streamflow dynamics in Turkey's Sakarya River Basin using Generalized Additive Models (GAM), Extreme Gradient Boosting (XGBoost), and Explainable AI tec...

M. Güneş · 0 citations

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