Climate prediction is the essential one for the unforeseen world and reduces the uncertainty. Many research articles are available in bountiful in research arena. In this work the climate prediction will be obtained through concurrent classifiers, usually pronounced as ensemble classifier. Using ‘N’ number of weather forecasting, web sites the training set well called semantic has formulated with a worthy attributes. The interface has created using the concept of Service oriented Architecture (SoA), so that to provide rooms for other applications can also integrated in the future trend. Using the climate prediction, what are the remedial measures to be taken and estimating their budget cost planning can be the one another good application to integrate with the existing application. The homogeneous property of the application can also be verified while integrating with the existing applications. SoA architecture needs umpteen number of services, to accomplish that factor, software components and web services are plays a important role. In the heterogeneous environment the weather forecasting is inevitable for the meter logical department to predict the season of the day.