Author

Y. Derin

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Aug 2026

Environment-Conditioned Error Characterization of IMERG over Mountainous Terrain using Radar Networks

Satellite-based precipitation products (SPPs) face persistent challenges over mountains due to complex orographic processes. This study uses high-resolution radar-gauge precipitation data and environmental reanalysis parameters to evaluate IMERG V07B Final Run (IM-F) performance across six mountain ranges (U.S. West...

Y. Derin, P. Kirstetter, D. Faure et al. · Journal of Hydrometeorology · 0 citations

Quantification of Data and Model Uncertainty for Deep Learning-based Streamflow Prediction

This paper demonstrates that an integrated approach to uncertainty quantification enhances both the prediction accuracy and the explainability of ensemble streamflow 20 predictions, and provides a foundation for “uncertainty - aware” deep learning -based streamflow prediction.

Kaidi Peng, Daniel B. Wright, Lei Yan et al. · 0 citations