Try out Disaster Risk Index methodology of XV Finance Commission to assess the risk of various hazards on the districts of your state using open source data.
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XV Finance Commission: Disaster Risk Index
In accordance with the recommendations of the XIV Finance Commission (FC) to take note of disaster risk faced by the states so as to bring objectivity in resource allocation, the XV Finance Commission (FC) developed the disaster risk index (DRI) through a quantitative exercise wherein scores were assigned to the probability of hazards striking the states […]