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Author

T. Solovey

2 papers indexed here

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Open access Aug 2026

Bias-Aware Machine Learning Spatial Downscaling of GRACE Signals: Application to the Bug River Basin

GRACE and GRACE-FO satellite gravimetry provide unique observations of terrestrial water storage (TWS), but their coarse effective resolution and intermittent temporal gaps limit water-resource applications at subregional and basin scales. This study presents a framework to temporally reconstruct and spatially downscal...

Vytautas Samalavičius, T. Solovey, J. Śliwińska-Bronowicz et al. · 0 citations
Open access Oct 2026

Downscaling and Gap-Filling GRACE-Based Terrestrial Water Storage Anomalies Using Bias-Aware Machine Learning

This study presents a methodological framework to temporally reconstruct and spatially downscale GRACE Terrestrial Water Storage (TWS) anomalies using a bias-aware Random Forest model for the transboundary Bug River Basin (Poland–Ukraine–Belarus). The approach incorporates three main innovations that enhance satellite-...

T. Solovey, Vytautas Samalavičius, J. Śliwińska-Bronowicz et al. · 0 citations

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