Abstract: With the development of a 12 km probabilistic weather forecasting model, an unprecedented improvement in forecasting systems has been made by the Indian Institute of Tropical Meteorology, Pune. It is now possible to provide sufficient lead time for exogenous weather at district or sub-district level.
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