This paper deals with the acoustic analysis of timbral andrhythmic patterns of the Cicada Orni sound activity, collectedat the Plato Academy archaeological site during thesummer period of 2014, comprising the Tettix soundscapedatabase.The main purpose here is to use sound analysis for understandingthe basic patterns of cicada calls and shrillingsounds, and subsequently use the raw material providedby the Tettix database in a statistical modeling frameworkfor creating virtual sounds of cicadas, allowing the controlof synthesis parameters spanning micro, meso and macrotemporal levels.