Selection of sanitary landfill site is a key for urban planning and development. Although there are international guidelines from World Health Organization (WHO) and World Bank (WB) regarding the selection of landfill, however most of the developing countries are not adhering to it because of financial constraint, political intervention and public awareness. The primary goal of this book is to evaluate the aspects of landfill site using direct feedback from local decision makers (DMs) of landfill management communities in Malaysia. The current research highlights the problems associated with selecting sanitary landfill and presents solutions to overcome them. The surveyed result has been analyzed using predictive analysis software (PASW; previously SPSS), expert choice (EC) and geographic information system (GIS). The ANOVA result indicates that there is no significant difference between the five groups (P>0.938), and this result has a strong correlation with the GIS mapping results which shows that most of the suitable areas are located at northern Seberang Perai Selatan