“…Geographically located between Andaman Sea and South China Sea, water levels in Malacca Strait are indirectly driven by tide and hydrodynamic components from the two oceans: Indian Ocean and Pacific Ocean (Figure 1). Numerical models such as (Kurniawan et al, 2011, 2015, Tay et al, 2013, 2016 have represented tidal and non-tidal flows well in the strait. As the demand of real-time forecasting is getting higher, data assimilation techniques have been attempted in earlier studies to improve water level forecast from numerical model (Babovic and Keijzer, 2000;Sannasiraj et al, 2004;Babovic, 2009;Wang and Babovic, 2014;Wang, Babovic and Li, 2017).…”