Prediction of internal tides-internal waves of tidal frequency-is important for numerous practical applications. For example, accurate prediction of internal tides is a crucial step in interpreting the future Surface Water Ocean Topography (SWOT) high-resolution altimetry mission, and hence in obtaining the submesoscale variability (e.g., Arbic et al., 2015;Ray & Zaron, 2011). There is, however, temporal variability at seasonal scales in internal tides as seen, for example, in the observational findings on the Australian North West Shelf (NWS) and Timor Sea reported by Rayson et al. (2012) and Kelly et al. (2014), respectively. In this paper, we aim to understand the spatial extent of these seasonal variations on the resulting baroclinic velocity and isotherm displacement fields in the NWS and Timor Sea region. More broadly, we are also motivated by the global internal tide-resolving model analyses of Shriver et al. (2014) andNelson et al. (2019) who demonstrated that the nonstationary component of the signal (defined below) can comprise a significant portion of the total variance in some locations.