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Doğan Yıldız

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Open access Jul 2026

Sentinel-2-Based Monitoring and Projection of Lake Burdur Shrinkage in a Climate-Sensitive Semi-Arid Agricultural Basin Using Centroid Kinematics and Robust Trend Modeling

In this study, changes in the surface area of Lake Burdur during the 2015–2025 period and the spatial direction of the associated shrinkage were examined using Sentinel-2 Level-2A satellite images. A total of 111 satellite images, each representing a monthly period, were analyzed using a fixed study window and a lake v...

Muzaffer Göztaş, Nida Oruç Ünal, Doğan Yıldız et al. · 0 citations
Open access Aug 2026

Parameter-Independent Feature Ranking with Volume-Integrated Sharma–Mittal Entropy: Kernel-Based Estimation, Theoretical Properties and Empirical Validation

A framework that evaluates the Sharma–Mittal entropy volumetrically across a two-dimensional parameter region rather than for a single parameter pair is proposed, demonstrating that volumetric entropy metrics defined across the entire parameter space provide a feature-ranking tool that is independent of parameter selec...

Nida Oruç Ünal, Muzaffer Göztaş, Doğan Yıldız · 0 citations

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