Abstract
Random spatial data are considered and preprocessed using the weka data mining tool. The spatial data are predicted using data mining algorithms for the analysis of the disaster. Map server is an Open Source platform for representing spatial data and interactive mapping applications. Map server is not a simple map representation, but a huge database investigation. Our contribution is to design a Map Server on Linux based operating system and to have an extensive database of even a small area. Map server is a web mapping service application that powers many map based services. One such map based service is to identify the disaster that is represented on the proposed geographic map. Disaster information is provided on the designed map, based on the disaster affected in that particular area.
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