Kavadikaranoor has an average elevation of . It is at the east basin of the hill called "Sooriya malai" (Mountain of Sun). This mountain doesn't have any plants due to its rocky and unusual properties. The research done geologists shows it consists of rare radioactive minerals. A number of stone quarrying companies have been here for more than 30 years. A lake is located in the north-eastern part of the village and irrigation spreads to nearby areas.