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Notes on building forecasting systems, climate data pipelines, and anticipatory-action practice.

Building Forecast-X: a WMO-aligned multi-hazard warning system for 600 upazilas

How four NWP ensembles, thirteen variables, and a WMO 4×4 risk matrix come together into one operational dashboard covering 600 upazilas across Bangladesh.