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Author

A. Mulsandi

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2 papers indexed here

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Open access Oct 2026

Identification of Atmospheric Dynamics of a Tropical Hail Event and Application of Radar Reflectivity Nowcasting Using a UNet-ConvLSTM2D Deep Learning Model

Hail is a small-scale hydrometeorological phenomenon threatening disaster-prone regions of Indonesia, yet understanding of its atmospheric dynamics and deep learning-based radar nowcasting remain limited. This study characterizes the atmospheric conditions of the Depok City hailstorm on 28 October 2024 and evaluates a...

Muhizzadin Abdul Adzan, Deni Septiadi, A. Mulsandi et al. · 0 citations
Open access Oct 2026

Evaluation of multi-source WRF data assimilation for a surface-reaching tropical hail event in Yogyakarta, Indonesia: a case study

Surface-reaching hail in the humid tropics is rare because hailstones must survive descent through a high freezing level and deep warm layer. This study evaluates how multi-source WRFDA-3DVAR data assimilation affects the representation of tropical convection that produced surface-reaching hail over Yogyakarta, Indones...

Krisna Dwi Oktabrian, A. Mulsandi · 0 citations

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