The PBL parameterizations in numerical models have been mostly tested in subtropical and higher latitudes and very few studies (Srinivas et al., 2007b; Sanjay, 2008) exist over tropical regions. Recently Shin and Hong (2011) compared five PBL schemes within WRF model using CASES-99 field data.