Live system

Forecast-X

A WMO-aligned, multi-hazard impact-based warning system covering 600 Bangladesh upazilas across 64 districts — blending four NWP ensemble models across 13 variables against a WMO 4×4 risk matrix. Fully interactive below.

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About this system

What's under the hood

Coverage

600 upazilas across 64 districts, with a full multi-hazard threshold framework spanning 11 hazard types and sub-types.

Forecast sources

Four blended NWP ensembles — ICON-EPS, NCEP-GEFS, ECMWF-IFS, and UKMO — across 13 variables, sourced via the Open-Meteo Professional API.

Risk methodology

WMO 4×4 likelihood/impact risk matrix, with rolling multi-window rainfall computation and WBGT heat-stress calculation.

→ Full research writeup