Coastal upwelling in the ocean is caused by alongshore wind forcing, resultant offshore Ekman mass transport, and cold-water upwelling with a spatial scale of several tens to several hundreds of kilometers from the coast (Charney, 1955; Yoshida, 1955). During a coastal upwelling event, cold and nutrient-rich water is brought upward, reaches the ocean mixed layer, and influences the ocean surface heat balance, the biogeochemical balance, and coastal ecosystems that host regional fisheries. One such monsoon-induced seasonal upwelling system is that along the southwestern coasts of Sumatra and Java in the eastern Indian Ocean (Wyrtki, 1962). The eastern tropical Indian Ocean is characterized by high average sea surface temperature (SST), abundant precipitation around the Maritime Continent (e.g., Mori et al., 2004), active intraseasonal variation (Zhang, 2005 for a review), and year-to-year SST variation represented by the Indian Ocean Dipole (IOD) phenomenon (Saji et al., 1999). Past studies demonstrated that on seasonal (annual) timescale, coastal