Objectives are to analyze existing water governance structure, political choice of sharing mechanism and the spatial distribution pattern of irrigation water, valuate property rights and to devleop a Spatio-Temporal model for water sharing for efficient sharing. Here water institutions, space-time interactions and water pricing are used in modeling of water sharing (bayesian modeling) and political economy models for water governance.