The higher numbers of cholera widespread death in minimum established republics is a dare for healthiness amenities. It is essential to prepare the situation by way of epidemiological investigation. Towards emphasize the capability of epidemiological shadowing, this article emphases on remote sensing satellite records handling by means of data mining approaches to ascertain threat zones of the widespread illness through linking the surroundings, weather and healthiness. These outpost information are pooled through arena records composed throughout the similar set of periods in direction to clarify plus abstract the reasons of the widespread progression commencing one era to an additional in relative to the surroundings. The prevailing methodological (procedures) for handling satellite imageries are matured then well-organized, thus the contest nowadays is to offer the furthermost appropriate resources permitting the finest analysis of acquired outcomes. In lieu of that, we emphasis taking place supervised grouping procedure towards course a customary of satellite imageries as of the similar zone but on dissimilar stages.