The prediction of tidal waves is essential for improving not only our understanding the hydrological cycle at boundary between land and ocean but also energy production in coastal areas. As are affected by various factors, such as astronomical, meteorological, effects, estuaries remains uncertain. In this study, we present a novel method that can be used to improve short-term wave using fixed-l...