ecmwf

🎏 🚀 wind-layer | a openlayers && maptalks && amap && bmap && leaflet && mapbox-gl && maplibre-gl extension like windy.com for weather visualization

Recipes for reproducing Analysis-Ready & Cloud Optimized (ARCO) ERA5 datasets.

Example notebooks showing how to work with ECMWF services and data

🚁extend functionality of Windy.com. Develop your plugin in less than 5 minutes.

Self-hosted weather API based on ECMWF data, serving colorized WebP maps and GeoJSON contours for easy integration with MapLibre, Leaflet, OpenLayers, and other GIS platforms

Remote Sensing data - Earth observation data

ECMWF Summer of Weather Code 2020 challenges

Python package for downloading ECMWF reanalysis data and converting it into a time series format.

A simple bias correction of temperature, dew point, and 10m wind speeds for the GFS, HRRR, and ECMWF models for two US locations.

GRIB interface for R using ECMWF ecCodes

Earth System Modelling Catalogue + Loader for CMIP6

Interactive GUI (developed in Python) for calibration and conditional verification of numerical weather prediction model outputs.

Récupérez facilement les dernières prévisions Arome et Arpege de MétéoFrance et IFS de l'ECMWF

Web app for displaying streamflow predictions using a GIS based interface (Forked from: https://github.com/CI-WATER/tethysapp-erfp_tool).

ECMWF toolbox created with python

Runs streamflow forecasts using ECMWF predicted runoff and RAPID (Forked from: https://github.com/CI-WATER/erfp_data_process_ubuntu_aws).

A flask app for the GEOGLOWS River Forecast System web data service

Download ERA5 data from ECMWF's CDS (climate data store). ERA5 is the fifth generation ECMWF reanalysis for the global climate and weather for the past 8 decades. Data is available from 1940 onwards.

Automated pipeline for downloading, processing, and visualizing ECMWF tropical cyclone ensemble forecasts. Downloads TC track BUFR files, extracts ensemble data, combines with wind forecasts, and loads to Snowflake. Includes interactive Dash dashboard for visualization.

Automated Polymarket weather-market trading bot powered by ECMWF ensemble forecasts (not consumer weather APIs). Signed CLOB orders, real-time WebSocket pricing, Kelly-aware sizing, crash-resistant state, Telegram alerts. Paper-trade by default. ~$3/mo to run.