Abstract
Within the period 2014–2017, five hail events were reported in the city of Surabaya in Indonesia. Although deep convection commonly develops over the Maritime Continent, severe thunderstorms triggering hail events develop less frequently as specific atmospheric conditions are required. The rapid urbanization in Surabaya might have led to increased heat release to the atmosphere and to the deepening of convection, which raises the question of whether urbanization is the culprit of the recent hail events in Surabaya. Hence, for a selected hail event, we used the high-resolution Weather Research and Forecasting model to understand the storm dynamics and to explore the role of urbanization, sea surface temperature, and aerosol concentration on the storm dynamics with a total of 11 scenarios. The control simulation reveals that low-level convergence induced by a sea breeze creates instability. At the same time, the urban heat release enhances the energy supply to induce hail formation and retain the storm's lifetime over the city. A factor separation method revealed that the urbanization (added anthropogenic heat flux, urban aerosol, and the rise in building height) and the sea surface temperature increase contribute to the storm enhancement over Surabaya, producing two times higher updraft velocity, doubling the maximum graupel mass mixing ratio and finally resulting in 15%–30% higher accumulated precipitation over Surabaya, compared to the control simulation.
Original language | English |
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Article number | e2023JD038817 |
Pages (from-to) | 1-20 |
Number of pages | 20 |
Journal | Journal of Geophysical Research: Atmospheres |
Volume | 128 |
Issue number | 17 |
Early online date | 23 Aug 2023 |
DOIs | |
Publication status | Published - 16 Sept 2023 |
Bibliographical note
Funding Information:The authors thank all agencies for providing data and information on hail events in Surabaya, and to the staff of Juanda Meteorological Station in particular. FS acknowledges financial support from the Indonesia Endowment Fund for Education (LPDP) and Fulbright Scholarship during revising and finishing of this paper and also to Sonia Lasher‐Trapp for a fruitful discussion and review in the CCN part. AT and GJS acknowledge support from NWO Grant 864.14.007. We acknowledge funding from NWO for SURFSARA supercomputing facilities (Grant SH‐312‐15). We thanks two anonymous reviewers for their valuable comments and suggestions.
Publisher Copyright:
© 2023. The Authors.
Keywords
- modeling
- precipitation
- sea breeze
- Surabaya
- WRF